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Team: Backend Location: UK Remote Employment Type: Full-time and Permanent Remuneration (UK – Remote): £81–108k Base Salary + Discretionary Bonus + Equity We are a stealth-mode AI laboratory researching and developing Machine Learning models. The founding team consists of Cambridge graduates and former engineers at Google, Meta, Bloomberg, Microsoft and Amazon. We are backed by prominent investors from the US and the UK, including institutional VC funds and C-level executives of global technology companies. The role involves the design and development of backend services and infrastructure for Machine Learning workloads. You will be working closely with the Machine Learning team; however, you are not required or expected to have background in Machine Learning. This is an applied role, and we are looking to hire a software engineer with experience in cloud computing and distributed systems. In this role, you will: • Design and develop highly-scalable, fault tolerant and event driven systems that directly power our core products., • Lead projects from inception to launch and beyond, having a high degree of autonomy and ownership over your work., • Work closely with the founding team and contribute towards best practices, standards, and culture of the company., • Mentor colleagues and lead by example, raising the bar for the whole company., • Help hire future colleagues and shape the team you want to work with. Our tech stack: • We use and leverage AWS as much as possible and manage it with Terraform., • Services are written in C# (.NET 9) and deployed to ECS or Lambda via GitHub Actions., • We use Postgres, SNS/SQS and Redis., • We have good end-to-end test coverage and are confident in our deployments. What we are looking for: • Back-end development: 5+ years of industry experience building reliable and scalable back-end systems with an object-oriented language., • Cloud-native technologies: Experience in architecting and deploying in cloud platforms (e.g., AWS, GCP or Azure), an understanding of containerisation (e.g., Docker), infrastructure-as-code software (e.g., Terraform), and observability platforms (e.g., Datadog or Grafana)., • Strong ownership mindset: You naturally take responsibility for outcomes, not just tasks, and care deeply about the quality of what you ship., • Product-oriented thinking: You think beyond implementation details, proactively suggesting improvements that balance customer value with business impact., • Leadership: A track record of leading complex projects and influencing technical direction., • Problem solving: Strong analytical problem-solving skills and attention to detail. You have the ability to break down complex projects into actionable tasks., • Collaboration and communication: Excellent interpersonal and communication skills, with technical and non-technical stakeholders. We would like to acknowledge that almost no candidate checks every box – and that is perfectly fine. If you are passionate about solving complex challenges and open to learning new technologies, we would love to hear from you. How we work: • We are a small, early-stage team with big ambitions. We move quickly, care deeply about what we build, and take pride in doing things well., • This is a high-ownership environment where people who are proactive, curious, and motivated by impact tend to thrive. Nice to have: • Machine Learning: Experience in generative models, LLMs, multi-modal models and Deep Learning more generally., • Open-source: Contributions to and experience in open-source projects., • Startup experience: Experience in an early-stage startup environment. Why join us? • Work in an environment conducting cutting-edge research in AI., • Competitive salary, equity and benefits package., • 28 days + public holidays allowance., • Opportunities for professional growth and progression with your career., • Work on challenging engineering problems that have a real impact on the industry., • Work with high-profile customers and technology partners.

About Turing: Based in San Francisco, California, Turing is the world’s leading research accelerator for frontier AI labs and a trusted partner for global enterprises deploying advanced AI systems. Turing supports customers in two ways: first, by accelerating frontier research with high-quality data, advanced training pipelines, plus top AI researchers who specialize in coding, reasoning, STEM, multilinguality, multimodality, and agents; and second, by applying that expertise to help enterprises transform AI from proof of concept into proprietary intelligence with systems that perform reliably, deliver measurable impact, and drive lasting results on the P&L Role Overview: Turing is seeking a hands-on Machine Learning Senior Staff Engineer to lead cross-functional teams building and deploying cutting-edge LLM and ML systems. In this role, you’ll drive the full lifecycle of AI development — from research and large-scale model training to production deployment — while mentoring top engineers and collaborating closely with research and infrastructure leaders. You’ll combine technical depth in deep learning and MLOps with leadership in execution and strategy, ensuring that Turing’s AI initiatives deliver reliable, high-performance systems that translate research breakthroughs into measurable business impact. This position is ideal for leaders who are still comfortable coding, optimizing large-scale training pipelines, building collab notebooks that break the models and navigating the intersection of research, engineering, and product delivery. Roles & Responsibilities: • Lead and mentor a cross-functional team of ML engineers, data scientists, and MLOps professionals., • Oversee the full lifecycle of LLM and ML projects — from data collection to training, evaluation, and deployment., • Collaborate with Research, Product, and Infrastructure teams to define goals, milestones, and success metrics., • Provide technical direction on large-scale model training, fine-tuning, and distributed systems design., • Implement best practices in MLOps, model governance, experiment tracking, and CI/CD for ML., • Manage compute resources, budgets, and ensure compliance with data security and responsible AI standards., • Communicate progress, risks, and results to stakeholders and executives effectively., • Overlap of 6 hours with PST time zone is mandatory. Required Skills & Qualifications: • Strong background in Machine Learning, NLP, and modern deep learning architectures (Transformers, LLMs)., • Hands-on experience with frameworks such as PyTorch, TensorFlow, Hugging Face, or DeepSpeed, • Hands-on experience in Docker for Production deployment., • Proven experience managing teams delivering ML/LLM models in production environments., • Knowledge of distributed training, GPU/TPU optimization, and cloud platforms (AWS, GCP, Azure)., • Familiarity with MLOps tools like MLflow, Kubeflow, or Vertex AI for scalable ML pipelines., • Excellent leadership, communication, and cross-functional collaboration skills., • Bachelor’s or Master’s in Computer Science, Engineering, or related field (PhD preferred). Nice to Have: • Experience building Agentic applications, • Experience training or fine-tuning foundation models., • Contributions to open-source ML or LLM frameworks., • Understanding of Responsible AI, bias mitigation, and model interpretability. Perks of Freelancing With Turing: • Work in a fully remote environment, • Opportunity to work on cutting-edge AI projects with leading LLM companies Offer Details: • Commitments Required: At least 4 hours per day and minimum 20 hours per week with overlap of 4 hours with PST, • Employment type: Contractor assignment (no medical/paid leave), • Duration of contract: 2 months; [expected start date is next week], • Timezone : US PST ( 6 hours overlap required 12pm PST to 6pm PST) Evaluation Process (approximately 120 mins): • Two rounds of interviews (60 min technical + 60 min technical & cultural discussion) After applying, you will receive an email with a login link. Please use that link to access the portal and complete your profile. Know amazing talent? Refer them at ___, and earn money from your network. If you are interested in a software engineer role, please ___.

Solution Designer (Senior-Lead) Ready to shape the future of warehouse automation? Join a fast-growing industrial tech leader transforming order fulfillment for major global retailers and e-commerce companies. With cutting-edge robotic systems deployed worldwide, this is your chance to contribute to meaningful innovation and grow your career on an international scale. Key Responsibilities • Own qualified opportunities from Business Development through final technical and commercial proposals., • Design tailored robotic warehouse solutions and analyze logistics data for accurate system sizing., • Present and defend proposals, delivering clear technical and commercial insights., • Support system integrators and drive alignment between market needs and R&D. Qualifications • 10+ years’ experience in sales engineering within logistics systems, 3PL, or supply chain consulting., • Strong expertise in intralogistics/automation solutions and warehouse layout design., • Proven ability to craft persuasive, value-driven technical offers., • Creative, solution-oriented, and highly collaborative., • Fluent in English; other European languages are a plus.

CHECK Penetration Tester – UK Remote - £50,000 - £100,000 Elite Offensive Security Consultancy | Advanced Testing | High‑Impact Engagements I’ve recently partnered with a leading advanced penetration testing consultancy that is expanding its presence into the UK. As part of this growth, they are looking for experienced CHECK certified penetration testers to join their newly forming UK team. This is not your typical testing role. This consultancy is widely recognised for its deep technical capability, research driven approach, and highly complex offensive security engagements. With increasing demand across the UK, they are building a specialist team of top tier testers who want to work on meaningful, challenging, and genuinely exciting projects. If you’re a CHECK certified tester who thrives on advanced technical work, autonomy, and pushing the boundaries of offensive security, this is the kind of role that elevates your career. What You’ll Be Doing • Delivering advanced penetration testing across a wide range of environments (infrastructure, cloud, applications, mobile, and more), • Leading and contributing to CHECK engagements for high‑profile clients, • Supporting and participating in red team and threat led operations, • Producing high quality, actionable reporting and technical debriefs, • Working closely with clients to understand objectives and deliver meaningful security outcomes, • Contributing to internal research, tooling, and capability development, • Helping shape the UK team’s technical direction as the consultancy expands its footprint What They’re Looking For • Active CHECK certification (CTM or CTL) essential!, • Strong background in offensive security, penetration testing, and vulnerability research, • Experience delivering high quality testing across multiple domains, • Ability to work autonomously in a senior, trusted capacity, • Strong communication skills and the ability to translate technical findings into real world impact, • A passion for advanced testing, research, and continuous improvement What’s On Offer • Join a brand new UK team backed by a globally respected offensive security consultancy, • Work on high impact, advanced engagements, not repetitive or low complexity testing, • Influence the direction, culture, and technical standards of a growing UK function, • Collaborate with some of the most technically capable testers and researchers in the industry, • Fully remote role with flexibility, autonomy, and trust, • Opportunity to contribute to tooling, research, and cutting edge offensive security methodologies

Full Stack Engineer (Angular + Node.js) Shortlisting for interviews in January 2026. Details at a Glance · Position: Full Stack Engineer (Angular + Node.js) · Location: Remote (UK-based) with occasional team meetups in Manchester/London · Hours: 40 hours/week · Language: English (fluent) · Salary: starting from £45,000 depending on experience Overview At MYT Shutters, we are on a mission to expand and strengthen our software engineering team. Our company develops in-house advanced online ordering and automated production systems that are essential for our day-to-day business operations. These cutting-edge systems allow us to efficiently process customer orders and optimise the planning and manufacturing of our products. Company Background MYT Shutters is a rapidly expanding shutter manufacturer delivering high-quality window shutters worldwide. We run our own factory in the South of China and regularly develop innovative new products. We are a fast-growing, international team of dedicated professionals based around the world, with offices in Australia, The Netherlands, the United Kingdom, and China. About the Role We're hiring a Full Stack Engineer to help build and scale the systems behind our global manufacturing and logistics platform. You’ll work with Angular on the front end and Node.js / GraphQL (Apollo) on the back end, with PostgreSQL as the primary data store. The role involves working on both new features and core system components - encompassing business logic, data modelling, and database design - to ensure our systems remain robust, consistent, and maintainable. This is a hands-on engineering position suited to someone who understands how data and logic flow through a system, writes clean and well-structured code, and enjoys solving complex, real-world operational challenges. Tech Stack · Frontend: Angular, RxJS, TypeScript · Backend: Node.js, GraphQL, PostgreSQL, Apollo Server · Infra: AWS · Tooling: Nx monorepo, Playwright (E2E), GitHub Actions, CI/CD, ephemeral environments What You’ll Do · Build and maintain full-stack features spanning frontend, backend, and database layers. · Develop and maintain business logic, API endpoints, and data access layers. · Design and optimise relational database schemas and SQL queries. · Work with the team to refine requirements, clarify tickets, and ensure accurate implementation of functionality · Write clean, testable, and maintainable code · Integrate with and enhance GraphQL APIs and backend services · Contribute to GraphQL schema design and resolver implementation · Collaborate on improving build pipelines, CI/CD processes, and internal tooling · Participate in peer code reviews and uphold engineering quality standards · Work within an engineering culture focused on correctness, maintainability, and long-term reliability What We’re Looking ForRequired: · 2+ years software development experience · Commercial experience with Angular (v10+) · Strong proficiency in TypeScript and JavaScript · Familiar with RxJS and reactive programming concepts · Experience working with APIs (REST or GraphQL) · Some Node.js back-end experience (or willingness to grow in that area) · Good understanding of SOLID principles and clean architecture · Proficient with Git and modern source control workflows · Strong debugging and problem-solving ability · Clear communicator in a distributed, remote team · Ability to take ownership of features from design through to delivery Bonus: · Practical experience with GraphQL (Apollo, server or client) · PostgreSQL or relational database experience · Familiarity with AWS (RDS, S3, ECS/Fargate, etc.) · Experience with Nx monorepos and modular architectures · Testing experience with Playwright, Jest, or similar · Exposure to ERP, manufacturing, or production systems · Experience with CI/CD pipelines and containerised deployments Why Join Us? If you're excited by a clean stack, real-world problems, and a practical, technical team — we’d love to hear from you. What We Offer · A market competitive salary based on experience. · Professional development and training opportunities. · Work remotely. · Working in an international work environment, engaging in work relationships with colleagues across the globe. · 25 working days paid annual leave for 40 hours a week.

A leading data consultancy is seeking an experienced Senior Data Engineer to join their team and deliver cutting-edge solutions for a major transportation project. This is an exciting opportunity to work on a high-impact initiative for a well-known UK transport provider, leveraging modern cloud technologies to transform data capabilities. About the Role The successful candidate will play a key role in designing and implementing scalable data solutions using the Microsoft Azure Data Stack. You’ll work closely with stakeholders to translate business requirements into robust technical architectures, ensuring best practices in data governance, security, and performance. Key Responsibilities • Design and optimise data pipelines and ETL processes using Azure Data Factory and Databricks., • Develop and maintain data models, transformations, and integrations across multiple systems., • Collaborate with client teams to deliver high-quality, timely solutions., • Mentor junior engineers and contribute to architectural decisions., • Implement best practices for data governance and security. Required Skills & Experience • 5–10 years in data engineering roles, ideally within consultancy environments., • Strong proficiency in:, • Databricks (PySpark), • Azure Data Factory (ADF), • SQL (complex queries and optimisation), • Azure Data Services (Data Lake, Synapse, etc.), • Excellent communication and stakeholder management skills. Nice-to-Have • Experience with Scala for Spark development., • Knowledge of CI/CD pipelines and DevOps practices in Azure., • Familiarity with data governance frameworks. Why Apply? • Work on a flagship transportation project with real-world impact., • Join a collaborative, innovative team culture., • Opportunities for professional growth and Azure certifications. Apply now online for a confidential discussion.

Senior Backend Engineer Work Location: UK (Remote) - You must be UK based with a full right to work Type: 6 to 12 months contract (with potential of converting to permanent) Reports to: CTO Experience Level: Senior / 5–10 years Salary: £75,000 to £80,000 (Flexible - Depending on experience) About Our Client Key requirements: Python, Fast APIs, AWS (Lambda), AI code generation tools: Cursor, Copilot or similar. Also experience working with AI/ML, and curiosity about AI is essential for this role. Our client is an early stage AI start-up in the education sector. They’re on a mission to redefine how students learn through intelligent tutoring and empower teachers with data-driven insights into learning progress using ML, GenAI, and modern data systems. Their cross-functional team of engineers and product leaders is building a platform that powers both mobile and web apps for users. They’re now on the lookout for a hands-on Senior Backend Engineer who can take ownership of backend architecture, scale system performance, and mature their DevOps and CI/CD practices. What You’ll Do • Design, build, and maintain scalable backend services and RESTful APIs using Python (FastAPI/Django/Flask) (Essential), • Architect and optimise AWS infrastructure (Lambda, ECS, EC2, RDS, S3, CloudFront, etc.) for reliability and cost efficiency, • Build and manage PostgreSQL databases hosted on Amazon RDS, including schema design, query optimisation, and backups, • Collaborate with frontend engineers (React/React Native/Swift) to integrate APIs with web and mobile apps, • Lead DevOps automation - CI/CD (GitHub Actions), infrastructure as code (Terraform/CDK), observability (CloudWatch, Grafana), • Work closely with AI engineers to integrate and deploy machine learning pipelines into production systems, • Implement security, monitoring, and data governance best practices, • Mentor team members, set coding standards, and contribute to architectural decisions with the CTO What You’ll Bring • 5+ years of experience in backend development (Python, Node.js, or Go), • Strong expertise in AWS (Lambda, ECS, EC2, RDS, S3) - highly desirable, and DevOps pipelines (advantage but not essential), • Exposure to integrating AI/ML services or APIs into production systems, • Experience working with AI code generation tools such as Cursor, Copilot, or a similar tool. This essential, as the team work these tools for speed and efficiency., • Deep understanding of PostgreSQL (schema design, optimisation, migrations) and RDS management, • Proven experience building RESTful APIs for high-performance web and mobile applications, • Familiarity with Swift or React Native API integration workflows, • Experience with containerisation (Docker, ECS/EKS/Kubernetes), • A passion for start-up environments — ownership, speed, and hands-on problem solving Why Join • Join an early-stage founding team shaping the platform and product direction from the ground up, • Work with cutting-edge AWS and AI technologies in a fast-paced, high-autonomy culture, • Collaborate closely with experienced product and AI leaders

Laboratory Instrumentation Specialist (Field-Based) Cambridge Region Ready to take your laboratory or technical career beyond the bench? CY Partners is supporting a leading life science organisation in the search for a Laboratory Instrumentation Specialist who enjoys working with scientific equipment, solving technical problems and supporting customers in real-world lab environments. This is an excellent opportunity for someone with a strong laboratory or technical background who wants greater variety, autonomy and exposure to cutting-edge life science instrumentation without needing prior field service experience. The Role As a Laboratory Instrumentation Specialist, you’ll play a key role in supporting scientists by ensuring laboratory equipment is installed correctly, maintained to a high standard and performing reliably. This is a field-based, customer facing position where no two days are the same and where your technical curiosity and practical mindset will be highly valued. You’ll be involved in: • Installation & commissioning, • Supporting the installation and commissioning of laboratory instrumentation, primarily water purification systems, across customer sites., • Maintenance & servicing, • Carrying out planned servicing and preventative maintenance to maximise system uptime and reliability., • Technical troubleshooting, • Diagnosing and resolving equipment issues using a logical, hands-on approach — with full training provided., • Validation & calibration, • Supporting validation and calibration activities to ensure systems meet regulatory and customer requirements., • Customer support & training, • Working directly with laboratory users, providing clear guidance, basic training and ongoing technical support., • Regional travel, • A field-based role covering the Cambridge area, offering autonomy, variety and daily interaction with customers. About You You don’t need to have been a Field Service Engineer before. What matters most is your technical confidence and experience with laboratory equipment. You’re likely to be a good fit if you have: • An HNC (or equivalent) in an Engineering or Scientific discipline., • Experience working in a laboratory environment, technical support role or engineering setting., • Hands-on experience with laboratory instrumentation, equipment maintenance or troubleshooting., • A practical, problem-solving mindset with attention to detail., • Strong communication skills and a genuine customer-focused approach., • The ability to work independently while remaining part of a wider team., • Willingness to travel regionally as part of a field-based role. Desirable (but not essential): • Previous field based or service experience., • Familiarity with validation, calibration or regulated lab environments. Additional Requirements • Based within 30 minutes of Cambridge, • Full UK driving licence, • Full right to work in the UK (sponsorship not available), • Comfortable using CRM systems to log activity and identify opportunities for consumables, accessories or service support What’s on Offer You’ll be joining a company that genuinely values development, learning and long-term progression. Full technical training and structured onboarding will be provided, making this an ideal move for someone looking to step into a more autonomous, customer-facing technical role. If you enjoy working with scientific equipment, supporting laboratory teams and solving practical problems, this role offers a clear and rewarding next step. CY Partners is acting as an Employment Agency in connection with this vacancy.

Full Stack Engineer - SaaS - 75k - Fully Remote (Candidates need to be UK based and have full right to work in the UK) Great opportunity for a talented Full Stack Developer to join a small, fast-paced engineering team that is scaling rapidly. You will work hands-on from day one, developing new features that have a direct impact on users. The role involves collaborating closely with product and design teams to build performant, secure backend services and engaging user interfaces. You will contribute to evolving the architecture, tools, and processes as the company grows, working with modern technologies such as Node.js, React, GraphQL, and Postgres. This is an excellent opportunity to be part of an ambitious roadmap and deliver value quickly in an agile environment. What You'll Be Doing • Collaborate with product and design teams to develop new features across the full stack, • Build and maintain performant, secure backend services using Node.js and GraphQL, • Develop user interfaces with React.js and modern front-end practices, • Write clean, maintainable, and well-tested code, • Participate in code reviews, team discussions, and agile ceremonies, • Help improve and evolve architecture, tools, and processes as the team grows Skills • 4+ years commercial software development experience, • 2–3+ years experience with React.js, • 2–3+ years experience with Node.js and modern JavaScript (ES6+), • Experience with relational databases such as Postgres, • Familiarity with Git and CI/CD workflows, • Strong collaboration and communication skills, • Agile development experience, • Writing clean, testable code, • Understanding of secure coding practices, • Ability to work independently and in a team environment If you're interested in this opportunity, please apply through the link and I'll be in touch ASAP. Please note, this is a UK Remote role meaning you candidates must be based in the UK and have full right to work in the UK.

🚨 Full Stack Engineer (AI & Cybersecurity Startup) - EU Remote🚨 We're partnering with a well-funded AI startup (stealth for now) that’s building at the intersection of LLMs and cybersecurity, and we’re looking to connect with exceptional Full Stack Engineers across the EU. This is an early engineering hire with huge ownership, high autonomy, and the chance to shape a modern product and architecture from day one. 💸 Salary: €100,000 – €160,000 (£100-140k)+ very strong equity package 🌍 Location: Fully remote across the EU 🛠 Tech Stack: React, TypeScript, Python, AI/LLMs ✈️ Company: Quarterly offsites with a small, high-performing international team Ideal Background – B2B SaaS experience and startup mindset – 6+ years full-stack experience, can build end-to-end features – Proven REST API development with Python – Strong React + TypeScript skills – Bonus: Production level LLM integration experience – Work independently in a small, senior team, shaping architecture and performance If you're interested in joining a cutting-edge AI company and want real impact, autonomy, and technical ownership, feel free to reach out with your CV and notice period. 🚨 Full Stack Engineer (AI & Cybersecurity Startup) - EU Remote🚨

We are looking for an experienced Senior Machine Learning Engineer to lead the design and production integration of ML into an established live trading system and drive its next phase of development. Building on our early ML research and prototypes, you will design, build, deploy, and operate production ML components that integrate directly with a real-time execution engine – improving decision-making and execution quality with measurable financial impact. This is an excellent opportunity for someone who enjoys autonomy, technical responsibility, and building production-grade ML systems where reliability, latency, and real-world feedback loops matter. What You’ll Do • Lead the design and production integration of ML components into a live, Python-based trading system, • Take early ML research/prototypes and turn them into reliable production models and services, • Build robust training and evaluation pipelines with safeguards against leakage, non-stationarity, and drift, • Develop real-time inference components with clear fail-safes, fallbacks, and graceful degradation, • Create monitoring and observability for production ML (model performance, drift detection, alerts, rollback plans), • Work with high-frequency market data: missing data, late arrivals, outliers, regime shifts, and noisy signals, • Collaborate directly with the Head Trader to translate strategy goals into ML objectives and measurable outcomes, • Partner closely with software engineers on integration, deployment, performance, and operational reliability, • Troubleshoot and resolve production issues quickly during key market hours when needed Essential Skills • Strong Python developer (min. 5+ years professional Python experience), • Demonstrable experience taking ML models from prototype to production (deployment, monitoring, and ongoing operation), • Strong understanding of validation pitfalls (e.g., leakage), time-series/non-stationary dynamics, and model drift, • Experience building end-to-end ML workflows: data ingestion/cleaning, feature engineering, training pipelines, model serving/inference, • Ability to design for reliability: monitoring, alerting, safe deployment, rollback strategies, and incident response, • Comfortable owning and improving an evolving codebase: refactors, architecture improvements, reproducibility, and clean tests, • Strong engineering discipline: correctness, edge cases, careful time-handling, attention to detail, • Comfortable working independently, making architectural decisions, and maintaining high code quality, • UK-based and available for support during core market hours when needed Desirable Skills • Experience with real-time/low-latency systems (streaming data, telemetry, market data, etc.), • Familiarity with production ML monitoring/observability practices and tooling, • Experience with cloud deployment environments (VMs/containers, monitoring, CI/CD), • Background in financial markets, algorithmic trading, or market microstructure (helpful, not required), • Experience with distributed systems, message queues, or event-driven architectures What We Offer • Competitive salary – negotiable based on experience, • Mostly remote, with some in-office collaboration days for coordination and planning, • Yearly bonus based on company performance, • The chance to take significant ownership of production Machine Learning in a live system, • Long-term role with the opportunity to influence the Machine Learning roadmap and system design, • A lean environment with minimal bureaucracy and direct impact

Project Manager – HVDC Converter Stations (Major Grid Infrastructure Project) Location: Hybrid (UK-based site & office travel) Type: Permanent Overview An exciting opportunity to lead the delivery of high-voltage direct current (HVDC) converter station infrastructure as part of a nationally significant electricity transmission programme. This role is central to enabling the UK’s energy transition and strengthening cross-border grid connectivity. Key Responsibilities • Manage the full lifecycle of HVDC converter station delivery, from design through commissioning, • Coordinate multidisciplinary teams including engineering, procurement, construction, and commissioning, • Interface with internal stakeholders, contractors, OEMs, and grid operators, • Ensure compliance with technical specifications, safety standards, and regulatory requirements, • Oversee project controls including budget, schedule, risk, and reporting, • Support contract management under NEC or FIDIC frameworks, • Drive quality assurance and performance across all phases of delivery Requirements • Proven experience delivering large-scale electrical infrastructure projects, ideally HVDC or transmission-related, • Strong understanding of converter station systems, grid integration, and high-voltage technologies, • Familiarity with project controls tools (e.g., Primavera P6, MS Project) and contract management, • Excellent stakeholder engagement and communication skills, • Degree in Electrical Engineering, Project Management, or related discipline, • Chartered status or professional certification (e.g., PMP, APM, PRINCE2) preferred Why Apply? • Be part of a transformative energy infrastructure programme, • Work on cutting-edge HVDC technology and grid innovation, • Long-term career development in a growing sector, • Competitive package and collaborative team culture Do you want to work on one of the leading projects in the Great Grid Upgrade? This project is entering construction phase very early into the new year, thus making the need for finding the right people that more important. If you are interested in learning more, don't hesitate to reach out and get something booked into the diary. Project Manager – HVDC Converter Stations (Major Grid Infrastructure Project)

About Pronetx Pronetx is a cutting-edge consulting firm that specializes in transformative customer experience (CX) solutions powered by AWS. With decades of experience deploying sophisticated CX solutions for industry leaders like Capital One, Social Security Administration, and Hilton, we're known for pushing the boundaries of what's possible in customer experience technology. Job Overview We are seeking a skilled Web Automation Engineer to design, develop, and maintain a robust web automation framework for API and functional testing. The ideal candidate will have hands-on experience in building scalable test frameworks using Playwright and Python, with a strong emphasis on reliability, maintainability, and rapid feedback for CI/CD pipelines. Key Responsibilities • Design, implement, and maintain a scalable web automation framework for API and UI/functional testing, • Develop test strategies, test plans, and automation suites using Playwright (Python) for web applications, • Create reusable, modular page objects and components to maximize test reuse, • Implement API testing strategies (REST/GraphQL) integrated with UI tests where appropriate, • Write clear, maintainable automated tests with robust assertions and meaningful reporting, • Integrate tests with CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins, etc.), • Configure test data management, environment handling, and test environment provisioning, • Implement parallel test execution, flaky test handling, retry strategies, and test isolation, • Monitor test results, analyze failures, and provide timely root-cause analysis, • Collaborate with developers, QA, and product teams to ensure quality goals are met, • Document framework usage, coding standards, and onboarding guides, • Stay current with automation tooling trends and propose improvements Required Qualifications • 3+ years of hands-on experience in web automation testing, • Strong proficiency with Playwright (Python) for end-to-end web testing, • Demonstrated experience building automation frameworks from the ground up, • Proficient in Python, with good knowledge of software design patterns, • Experience with API testing (REST/GraphQL) and integrating API tests with UI tests, • Familiarity with test frameworks (pytest, unittest), • Solid understanding of CI/CD integration and test reporting, • Experience with version control (Git) and collaborative workflows, • Strong debugging, troubleshooting, and problem-solving skills, • Excellent written and verbal communication Nice-to-Have: • Xray Test Management for Jira for integrating test plans/results with Jira, • Behavior-Driven Development (BDD) experience and tooling (e.g., Gherkin, Cucumber, Behave) to express acceptance criteria and drive automated tests, • Knowledge of performance testing fundamentals, • Docker and containerized test environments, • Cloud-based test environments and device/browser farms, • Experience with test data management and data-driven testing, • Prior exposure to Agile/Scrum development processes, • Hands-on experience with Cyara / Hammer/ Botium for automated testing and of contact center and IVR/ Chatbot flows. Key Competencies • Automation design and architecture, • Test strategy and planning, • Code quality and maintainability, • Debugging and problem solving, • Collaboration and teamwork, • Continuous learning mindset Why Pronetx? Join a team of thought leaders who have shaped the evolution of cloud-based customer experience solutions. You’ll work on innovative projects implementing next-generation technologies while having the opportunity to influence the future of customer experience technology. Our collaborative culture encourages pushing boundaries while ensuring practical, scalable solutions for our clients Compensation & Benefits • Competitive salary commensurate with experience, • Health, dental, and vision insurance, • Professional development budget, • Fully remote work environment Equal Opportunity Employer: Pronetx is committed to creating an inclusive environment where all team members can thrive, regardless of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status

Senior Engineer (Frontend-First) Location: Remote (UK-based) Occasional meetings: South West (Bath/Bristol) & London Type: Full-time Salary: Circa £60,000 DOE + Company Options + Meal Discounts About Field Doctor Field Doctor creates award-winning, chef-made and dietitian-designed meals tailored to specific health needs, including Type 2 Diabetes, Cancer, IBS and general wellbeing. Since launching nationally in 2021, we’ve: • Delivered over 1 million meals, • Reached £5m+ ARR with strong institutional backing, • Supported thousands of customers on their health journeys, • Built a modern, headless D2C digital product We operate a subscription-first model with strong customer loyalty and a mission that genuinely improves lives. We favour pragmatic technology choices, off-the-shelf platforms, and increasingly leverage AI and low/no-code to move faster. About the Role This is a hands-on, frontend-first senior engineering role, reporting directly to the Director of Technology. This is a high-autonomy role in a small team, suited to engineers who are comfortable managing their own priorities and momentum. You’ll play a key role in scaling our Shopify Hydrogen headless storefront, improving performance, shipping features quickly, and supporting the launch of our mobile app. It’s an excellent opportunity for a strong engineer stepping into their first senior role, with real ownership and autonomy. You’ll work closely with design, operations and growth to build a faster, more reliable, and more scalable customer experience. What You’ll Do • Build and ship customer-facing features using React, TypeScript and Shopify Hydrogen, • Implement high-quality, accessible, responsive UI from design, • Maintain and evolve our component library and design system, • Support mobile parity within our WebView app (launching 2026), • Leverage low-code / no-code tools where appropriate, • Embrace modern LLM and AI tooling as part of day-to-day delivery, • Improve code quality, structure, documentation and testing, • Support experimentation, analytics, A/B testing and performance optimisation, • Diagnose and resolve issues across browsers, devices and edge cases About You • Strong experience with React and modern TypeScript/JavaScript, • Able to deliver polished, production-ready UI, • Comfortable improving performance and debugging complex issues, • Pragmatic, curious, and ready to take on more ownership, • Good design instinct and attention to detail, • Clear communicator and collaborative team member, • Comfortable working with analytics and experimentation You’ll Thrive Here If… • You’re the kind of engineer who sees an ambiguous problem and feels energised, not blocked, by the need to define the solution yourself, • You’re comfortable working in a fast-paced startup environment, • You like taking end-to-end ownership of problems, not just writing code handed to you, • You’re pragmatic and outcome-focused, favouring progress over perfection, • You’re curious about using AI, low-code, and modern tooling to move faster, • You care about building products that have real-world impact on people’s health What We Offer • Circa £60,000 salary, • Company options scheme, • Remote-first working within the UK, • Direct collaboration with senior leadership, • A small, mission-driven team, • Discounts on our meals, • The chance to shape a health-focused digital product with real impact

Senior AI/ML Engineer Fully Remote £100,000–£120,000 + benefits About the Role Our client, a blockchain analytics scale-up, is looking for a Senior AI/ML Engineer to join their expanding team. They’re scaling their AI capabilities and need someone passionate about applying cutting-edge machine learning and LLM techniques to real-world crypto data. You’ll work directly with a Staff AI/ML Engineer who has built advanced ML teams in the past, driving projects that power their platform - used by investors to discover opportunities, perform due diligence, and defend portfolios. Key Responsibilities • Designing, implementing, and maintaining AI/ML models to analyse blockchain data at scale., • Translating complex datasets into insights that inform investment and trading strategies., • Working with product teams to build AI-powered features directly into the core platform., • Staying on top of developments in AI, ML, and blockchain - and experimenting with new techniques., • Automated wallet and address labelling through AI and NLP., • NFT and asset price estimation models., • Advanced analytics to detect patterns and behaviours across blockchain data., • Integrating LLM-based capabilities into customer-facing products. What We’re Looking For • 3–6 years of experience in Data Science or ML Engineering., • Strong Python skills and hands-on experience building end-to-end ML solutions., • Interest in blockchain, crypto, or fintech (commercial crypto experience a plus)., • Experience with GCP or similar cloud environments., • Familiarity with modern LLMs or AI APIs., • Someone who experiments in their spare time, reads papers, and keeps up with the latest in AI., • Collaborative and proactive, with the ability to thrive in a remote, fast-paced environment. Interview Process • Culture fit interview., • Technical discussion with the AI Lead., • Technical test (general DS/ML best practices)., • Final panel interview.

🚀 About Webigence and Spark Travel Webigence has 25 years of experience crafting UX‑first, often highly complex software. Our engineers pair forward‑thinking agile practices with an obsession for intuitive design, shipping products that feel effortless even when the logic underneath is anything but. Alongside a handful of long‑standing third‑party clients, we’re scaling our own SaaS product—Spark Travel—at pace. You’ll join a smart, collaborative team that pushes each other to articulate and defend every architectural decision in pursuit of best‑in‑class software. Spark Travel itself is on a mission to drag the tailor‑made travel industry into the 21st century. Our cloud‑native platform unifies sales, supplier contracting, dynamic pricing, and on‑trip operations—everything from the first quote to the traveller’s safe return. The market is huge, the incumbents are slow, and we already have meaningful traction: roughly 35 customers and an accelerating sign‑up pace, a very healthy sales pipeline, and a roadmap brimming with genuinely novel features. With a fantastic existing team across engineering, product, customer success, marketing, and sales, we’re gearing up for hyper‑growth. We’re now looking for a detail-driven QA Analyst who’s passionate about ensuring that what ships actually works—beautifully, consistently, and reliably. 🌟 Your Impact 🔍 Be the guardian of quality. You’ll make sure what we deliver not only meets requirements, but feels intuitive and robust in real-world use. 🧭 Think beyond the checklist. You’ll question assumptions, explore edge cases, and ensure the user experience holds up under pressure. 🤝 Collaborate widely. You’ll work closely with developers, product managers, and designers to spot issues early and deliver seamless releases. 🚀 Help us scale confidently. Your testing and feedback will shape our ability to release faster while maintaining exceptional stability and usability. 🧭 Role Snapshot Junior / Mid QA Analyst Responsibilities • Verify application functionality against requirements / acceptance criteria., • Test usability, stability, and performance across the stack including Angular-based front-ends, API-based backends, and databases., • Perform root cause analysis on test failures and system issues., • Help develop and maintain automated test suites., • Work closely with Developers and collaborate cross-functionally with Product, Design, and Customer Success. Required skills • Manual testing of web-based systems., • API testing using tools such as Postman or Insomnia., • In-depth understanding of QA process and software development life cycle., • Understanding CI/CD pipelines such as Azure DevOps or GitHub Actions., • Working knowledge of SQL. Preferred skills • Experience of test automation platforms — ideally Playwright., • Knowledge of Angular and TypeScript/JavaScript., • Basic knowledge of cloud platforms — ideally Azure. You might be our Junior/Mid QA Analyst if… You have a 2:1 degree in Computer Science (or a related discipline) and 2+ years of hands-on experience testing web-based systems. You’re confident in manual and API testing, comfortable with basic SQL, and have a solid understanding of QA processes within modern software delivery environments. You’re curious, methodical, have great attention to detail, and take pride in ensuring that what ships is stable, usable, and robust. You’re keen to build on your experience by learning more about automation, CI/CD, and cloud-based platforms—and you value working in a collaborative environment where quality is a shared responsibility. 🎁 What We Offer • Competitive salary, equity options coming soon, • Remote‑first culture with asynchronous workflows, • Private healthcare, • Employer pension contributions above statutory, • Home‑office setup budget, • Coworking space allowance, • Flexible hours with async core overlap, • Professional‑development budget, • Conference & certification leave, • Choose‑your‑own‑tech toolkit, • Travel‑to‑London expenses for required in‑person meetings, • Collaborative and innovative company culture 📩 How to Apply • Send your CV., • Confirm you are currently living and legally able to work in the UK., • Share one testing challenge or issue you’ve uncovered, how you found it, and what impact your discovery made. Please note: We are only considering UK‑based applicants who fully meet the role criteria. Applications that do not comply will not be considered now or in future hiring rounds. Deadline: 15 November 2025 (rolling review—apply early). Spark Travel is an equal‑opportunity employer and a welcoming neurodiverse team. We celebrate diversity and are committed to creating an inclusive environment for all. We’re not just saying that, we really mean it!

Company Profile nLighten is a European platform of distributed edge data centers, designed to meet the growing demand for AI, 5G, and hybrid cloud deployments. As a rapidly expanding provider, we offer scalable colocation hubs and best-in-class energy solutions across Europe. Our innovative and sustainable approach to digital infrastructure ensures reliability, efficiency, and future-ready solutions for our clients. nLighten’s current footprint is 34 data centers in 7 European countries, with the ambition to grow to 100 sites during the next 3-4 years. Learn more about us: ___ About the Role We are seeking a Senior Cost Engineer to provide dedicated support to our Project Controls and Regional Delivery teams in all matters relating to cost management. This role is focused on ensuring that project budgets are effectively monitored, cost estimates are accurate, and financial insights are delivered to support project decision-making. The Senior Cost Engineer will track actual expenditure, forecast costs to complete, review tender assessments, and maintain detailed cost reports to provide confidence that contracts are placed in line with approved scope and value for money. This is an important technical role requiring precision, strong analytical skills, and the ability to work in a dynamic, evolving business environment. Key Responsibilities • Review project actuals and estimate costs to complete specific tasks or project scope., • Analyse cost variances and changes and provide actionable insights to project teams., • Produce and maintain fully underpinned Estimates at Completion (EAC) for each project., • Prepare and maintain cost reports to support EAC, ensuring alignment with key project milestones., • Collaborate closely with Project Managers, Regional Delivery Leads, and other Cost Managers., • Interact with planning teams to profile costs and ensure accurate financial forecasting., • Support continuous improvement of cost management processes and documentation., • Travel as required to project sites to validate data and align with local teams. What We’re Looking For • Minimum 8 years of experience in cost management, quantity surveying, or financial project control., • Data center construction experience preferred., • Strong analytical skills and attention to detail, with the ability to interpret complex cost data., • Proficiency in Excel, with experience creating and maintaining cost reports., • Ability to work independently, manage multiple projects, and adapt to evolving priorities., • Excellent communication skills in English and the regional language., • Proactive problem-solving approach and a can-do attitude., • Degree-level education or relevant professional qualification preferred. Why Join Us? • High-growth environment: Be part of an expanding team with opportunities to grow laterally and vertically., • Impactful role: Help shape cost management policies and processes for a rapidly scaling data center portfolio., • Strategic influence: Work closely with project teams to deliver accurate financial insights. If you have the right experience and are excited about contributing to the next evolution of edge data centers, we’d love to hear from you Apply now and be part of our journey toward a more connected, efficient, and sustainable digital future. Background Check & Screening All selected candidates will undergo a background check to ensure a safe workplace, protect company assets, and comply with regulations. Diversity & Inclusion Statement nLighten is an equal opportunity employer. We are committed to fostering an inclusive and diverse workplace, and we encourage applications from candidates of all backgrounds. Even if you do not meet every requirement listed, we welcome your application. We particularly encourage women and individuals from underrepresented groups to apply.

Job Title: Lead Electrical Design Engineer Location: Remote Sector: Energy / EV Infrastructure / Renewable Power Type: Permanent Company Overview Our client is a leading developer of advanced energy infrastructure projects, delivering large-scale grid connections, battery energy storage systems (BESS), and charging hubs across the UK. They are driving the transition to a smarter, cleaner energy future through cutting-edge electrical and control system design. Role Overview As the Lead Electrical Design Engineer, you’ll take ownership of the electrical design and development of systems for grid connection assets, battery storage facilities, and hub energisation infrastructure. You’ll provide technical leadership throughout design, construction, and commissioning, ensuring compliance with all relevant standards and delivering reliable, high-performing solutions. Key Responsibilities • Lead on the design, development, and testing of electrical systems and components for grid connection, BESS, and charging infrastructure., • Design and specify control systems and safety features to ensure operational integrity and compliance., • Provide expert technical advice to internal design, construction, and delivery teams., • Analyse system performance, identify areas for optimisation, and implement engineering improvements., • Develop and implement maintenance strategies in collaboration with partners., • Support troubleshooting of electrical issues external to the charging cabinet., • Ensure all electrical designs and installations adhere to applicable codes, standards, and regulations (e.g., NEC, BS7671, IEC)., • Conduct feasibility studies, energy optimisation assessments, power system coordination, arc flash hazard, and reliability analyses. Required Skills & Experience • Degree in Electrical Engineering or a related discipline., • Chartered Engineer (or working toward chartership) preferred., • Strong experience in electrical system design for grid connections, power distribution, or renewable energy infrastructure., • In-depth knowledge of relevant electrical standards and regulatory frameworks., • Proven ability to lead design processes and provide technical authority on complex projects., • Excellent problem-solving and analytical skills, with a focus on continuous improvement. Package & Benefits • Competitive salary and benefits package, • Opportunity to lead transformative energy infrastructure projects, • Collaborative and innovative work environment, • Professional development and chartership support How to Apply To apply or learn more, please contact SolvTalent at

Working for a leading semiconductor R&D department, I am recruiting for a high-level GPU Architect, to work on the latest R&D developments in Graphics Hardware Processors. There is also opportunity for leadership within this exciting R&D team for GPU Hardware. A key-selling point is this is a highly innovative and exciting opportunity to work with leading experts in GPU R&D to define cutting-edge Graphics products in the industry. This is a multi-functional role, where you will also contribute to the future strategy of next-generation IP. Salary details Salary will be based upon years and relevance of experience - circa £100k and / or above for highly-skilled architects Location & additional info • This is a UK based role, so 1st preference and priority will be given to applicatints with UK working rights, • There is also the potential for hybrid / remote / fully remote working from other European locations, • Visa sponsorship and relocation support can also be considered for qualified applicants who are motivated to relocate permanently to the UK Key / "Must-Have" skills • Significant knowledge and experience with design and architecture of GPU IPs - Graphics Hardware Processors (5 - 10+ years' experience), • Strong understanding of modern 3D graphics and/or compute APIs, such as Vulkan, D3D12 and OpenCL, CUDA etc., • Definition of high-level GPU architecture / micro-architecture, • Confidence knowledge in the ASIC digital design flow, • Experience in R&D of the latest products and features, • Ability to take a concept through to production and delivery / tape-out, including performance review, analysis, costing, and optimisation, • Understanding of the product's design & verification needs, standardisation, adherence to frameworks and methodolgies e.g. UVM, • Excellent communicator, with a keen interest in team collaboration and a clear approach to the design & development process Bonus / "Nice-to-have" skills • Digital Video processing / video compression / video codecs or similar field, • Image signal processsing, • (Computer) arithmetic / maths / algorithm development or algorithm implementation, • Modelling - System C, UML, TLM 2, • Strong maths and algorithm skills, • Understanding of / analysis of: compiler performance / driver performance, • Functional Safety - ISO26262, • Graphics software development For more information, please contact Rob Hudson @ Ic Resources for a discussion today!

At CloudHQ, our mission is to deliver flexible, efficient, and resilient data center solutions to businesses worldwide. Founded by a pioneer in data center REITs, we are a rapidly growing organization with state-of-the-art data center sites globally in locations such as Ashburn, London, Frankfurt, Paris, Milan, Osaka, and São Paulo. As we embark on an exciting phase of global growth, we are looking for top-tier talent to drive our success and shape the future of CloudHQ. This position can be located out of the UK, France or Germany (London, Frankfurt or Paris preferable) Role Overview The Principal Electrical Engineer, Construction, Electrical Subject Matter Expert will provide technical leadership and specialized expertise in the design, delivery, and management of electrical systems for data center projects across Europe. Acting as a trusted advisor within CloudHQ’s Construction Management team, the Electrical SME will ensure that electrical infrastructure is designed, installed, tested, and commissioned to the highest industry standards. This critical role will focus on delivering high-performance electrical systems, addressing technical challenges, and aligning infrastructure development with CloudHQ’s commitment to safety, reliability, scalability, and energy efficiency. The SME will work alongside stakeholders to champion innovation, compliance, and best practices, driving the successful deployment of mission-critical facilities. Key Responsibilities Technical Leadership in Electrical Systems • Act as the subject matter expert on all electrical systems for data center construction, including:, • High-voltage systems, • UPS systems, • Switchgear and power distribution infrastructure, • Backup generators, • Electrical monitoring and intelligence systems, • Establish technical standards and provide guidance for the design, installation, and commissioning of electrical systems, ensuring compliance with CloudHQ’s specifications, tenant requirements, regional regulations, and industry standards., • Proactively research and recommend technical solutions for redundancy, energy efficiency, and scalability within data center environments., • Provide value engineering recommendations to optimize cost while maintaining the integrity of electrical performance. Project Support and Execution • Collaborate with Construction Management teams, general contractors, and vendors to resolve electrical-related challenges during design and construction phases., • Conduct technical reviews of construction drawings, specifications, and procurement packages to ensure designs align with operational goals for reliability and safety., • Participate in factory witness testing, validating the performance and compliance of equipment (e.g., UPS, generators, switchgear) prior to delivery., • Provide technical oversight during installation and commissioning, ensuring consistency with design documentation and operational requirements., • Contribute to change control processes for electrical modifications, ensuring all changes are assessed for risk, feasibility, and compliance. Compliance and Risk Management • Ensure electrical systems comply with European building codes, electrical safety regulations, and environmental sustainability principles., • Collaborate with commissioning teams and regulatory bodies to resolve compliance challenges during testing and handover phases., • Identify and mitigate risks related to electrical system design, delivery schedules, and installation, driving proactive solutions to avoid delays or operational interruptions. Collaboration and Stakeholder Management • Serve as a trusted technical advisor for internal teams, external contractors, and tenant representatives, providing clear recommendations and insights on electrical systems., • Represent CloudHQ in Owner/Architect/Contractor (OAC) meetings and stakeholder coordination sessions, ensuring electrical objectives remain on track throughout the project lifecycle., • Work with tenant teams to customize electrical solutions, achieving their unique operational goals while aligning with CloudHQ’s design standards., • Build and maintain strong relationships with vendors, utility providers, and industry experts to support smooth delivery and adoption of cutting-edge electrical innovations. Documentation and Reporting • Provide regular technical updates and reports for senior management and stakeholders on electrical system progress, risks, and opportunities., • Maintain comprehensive records of design revisions, testing results, and commissioning documentation for operational and compliance purposes., • Contribute to the development of knowledge-sharing practices, mentoring internal teams and providing training on electrical systems and data center best practices. Required Skills and Experience Technical Expertise • Extensive knowledge of electrical systems design and implementation for mission-critical facilities such as data centers, industrial facilities, or semiconductor environments., • Proven experience with the design, operation, and troubleshooting of:, • High-voltage systems, • UPS systems and power distribution networks, • Backup power systems (e.g., generators), • Precision monitoring and fault-tolerant electrical systems, • Familiarity with energy efficiency technologies and strategies for sustainable electrical solutions in large-scale operations. Construction Management Knowledge • Hands-on experience in the delivery and commissioning of electrical systems during construction-intensive phases, ideally for hyperscale environments., • Skilled in coordinating teams of contractors, vendors, and consultants to deliver electrical scopes within schedule, budget, and quality constraints. Compliance and Regulatory Knowledge • Solid understanding of European regulations and electrical codes, including EN standards governing electrical systems for data centers., • Knowledge of tenant permitting systems and fire safety processes related to electrical installations. Project Management Skills • Strong capability to manage timelines, budgets, and technical deliverables while addressing risk and change challenges., • Proficiency in project management tools (e.g., Microsoft Project, Smartsheet) and design software such as AutoCAD, Revit, and power system modeling tools. Communication and Problem-Solving Skills • Excellent written and verbal communication skills, capable of translating complex technical data into actionable insights for diverse audiences., • Demonstrated ability to resolve technical issues during construction phases, balancing stakeholder expectations with practical solutions. Travel and Flexibility • Willingness to travel extensively across Europe to support project sites, utility meetings, and customer engagement (approximately 50–70% travel)., • Availability to address critical milestones or emergencies during key project phases. Preferred Qualifications Education • Bachelor’s or Master’s degree in Electrical Engineering or a related discipline. Experience • 7+ years of experience as an electrical engineer or subject matter expert, with significant exposure to hyperscale data centers or industrial-scale applications., • Proven track record of delivering complex electrical systems for large-scale infrastructure projects, preferably within developer-led initiatives. Certifications • Certifications such as CEng, LEED AP, PMP, or equivalent credentials are preferred.

SOFTWARE ENGINEER REMOTE (OPTION TO RELLOCATE) £110K + EQUITY THE COMPANY This innovative AI startup is redefining safety and reliability in AI models. While competitors like GPT and DeepMind struggle with hallucinations and illegal content generation, this company adds safety control layers to ensure AI outputs are trustworthy and compliant. Working with high-profile, they’re building AI models that can even generate entire websites. As a Full Stack Software Engineer, you’ll be at the forefront of creating intuitive, product-focused web UIs that integrate seamlessly with their AI systems—shaping how users interact with cutting-edge technology. THE ROLE As a Full Stack Software Engineer, you’ll focus on 60–70% frontend and 30–40% backend development, building web UIs, dashboards, and ML-integrated interfaces that bring their AI models to life. This isn’t just about writing code—it’s about crafting exceptional user experiences that make complex AI tools accessible and powerful. Specifically, you can expect to be involved in the following: • Technical tasks: Developing React/Vue-based UIs, collaborating with ML teams to embed AI capabilities, and ensuring seamless frontend-backend integration., • Other key responsibilities: Owning the product-focused development of their platform, from prototyping to scaling solutions in a fast-paced startup environment. SKILLS AND EXPERIENCE The successful Full Stack Software Engineer will have the following skills and experience: • 1–5 years of experience in a startup or scale-up environment, with a focus on product-driven development., • A top-tier educational background or experience from leading tech companies., • Expertise in TypeScript, JavaScript, React, and Vue, with a strong UI/UX sensibility., • Experience building web UIs for ML/AI applications or dashboarding tools., • Exceptional communication skills and a problem-solving mindset—this role is about profile and potential as much as technical skills., • A passion for creating intuitive, user-centric products that push boundaries. BENEFITS The successful Full Stack Software Engineer will receive the following benefits: • £110,000+ salary + equity, • Relocation support to Paris (or future offices in London/the Netherlands) - relocation is optional, • Quarterly in-person meetups in Paris (travel covered)., • The opportunity to shape the product direction of a fast-growing AI startup, working alongside industry leaders., • A small, agile team where your contributions will have a direct and visible impact. HOW TO APPLY Please register your interest by sending your resume/CV to Joana Alves via the Apply link on this page. This role is open to UK or EU citizens (or those with ILR) due to office expansion plans. Sponsorship is not available.

About Us: Based in San Francisco, California, Turing is the world’s leading research accelerator for frontier AI labs and a trusted partner for global enterprises deploying advanced AI systems. Turing supports customers in two ways: first, by accelerating frontier research with high-quality data, advanced training pipelines, plus top AI researchers who specialize in software engineering, logical reasoning, STEM, multilinguality, multimodality, and agents; and second, by applying that expertise to help enterprises transform AI from proof of concept into proprietary intelligence with systems that perform reliably, deliver measurable impact, and drive lasting results on the P&L. Project Overview: As a Software Engineering evaluator, you will create cutting-edge datasets for training, benchmarking, and advancing large language models, collaborating closely with researchers. This includes curating code examples, providing precise solutions, and making corrections in Python, JavaScript (including ReactJS), C/C++, Java, Rust, and Go; evaluating and refining AI-generated code for efficiency, scalability, and reliability; and working with cross-functional teams to enhance enterprise-level AI-driven coding solutions. What Does a Typical Day Look Like? • Working on AI model training initiatives by curating code examples, building solutions, and correcting code in Python, JavaScript (including ReactJS), C/C++, Java, Rust, and Go., • Evaluate and refine AI-generated code to ensure that it is efficient, scalable, and reliable., • Collaborate with cross-functional teams to enhance AI-driven coding solutions against industry performance benchmarks., • Build agents that can verify the quality of the code and identify error patterns., • Hypothesize on steps in the software engineering cycle (prototyping, architecture design, API design, production implementation, launch, experiments, monitoring, operational maintenance) and evaluate model capabilities on them, • Design verification mechanisms that can automatically verify a solution to a software engineering task. Required Skills: • Several years of software engineering experience (+5 years), including 2+ years of continuous full-time experience at a top-tier product company (e.g., Google, Stripe, Amazon, Apple, Meta, Netflix, Microsoft, Datadog, Dropbox, Shopify, PayPal, IBM Research)., • Strong expertise in building full-stack applications and deploying scalable, production-grade software using modern languages and tools., • Deep understanding of software architecture, design, development, debugging, and code quality/review assessment., • Excellent oral and written communication skills for clear, structured evaluation rationales. Engagement Details: • Commitment: flexible engagement, minimum 10 hrs/week, up to 40 hrs/week (partial PST overlap required), • Type: Contractor (no medical/paid leave), • Duration: 1 month (starting next week; potential extensions based on performance and fit), • Location: Candidates must be based out of US, Canada or WEU countries (UK, Netherlands, Italy, Germany, …) Note: As part of assessments you will go through an AI video interview. After applying, you will receive an email with a login link. Please use that link to access the portal and complete your profile. If you are interested in a software engineer role, please ___. Know amazing talent? Refer them at ___, and earn money from your network.

Lead Machine Learning Engineer – Conversational AI Platform Location: Remote / Flexible Contract Type: Permanent We’re partnering with a pioneering technology business that’s redefining how humans interact with AI at scale. Their platform powers millions of personalised conversations every day, and they’re looking for a hands-on technical leader to drive the next evolution of their large language model (LLM) capabilities. This is a rare opportunity to take ownership of the architecture, optimisation, and deployment of cutting-edge models in a high-growth environment. You’ll lead a small, highly skilled team while remaining deeply involved in coding and problem-solving. Key Responsibilities • Lead from the front: Architect solutions, mentor engineers, and contribute production-level code (Python/PyTorch)., • Optimise the conversational engine: Enhance context handling, retrieval pipelines, and inference speed for real-time performance., • Own the model lifecycle: Define strategies for fine-tuning, RLHF/DPO, and evaluation; oversee data sourcing and curation for improved steerability and diversity., • Design advanced safety systems: Build classifiers and moderation frameworks that go beyond binary decisions, ensuring compliance without compromising user experience. What we’re looking for • Proven delivery at scale: 6+ years in engineering, with significant experience shipping ML/LLM solutions to large audiences., • Technical depth: Strong Python/PyTorch skills and familiarity with modern LLM stacks (e.g., Hugging Face, vLLM, fine-tuning pipelines)., • Practical alignment expertise: Understanding of how prompts, sampling, and architecture influence model behaviour., • Execution mindset: Ability to prioritise shippable solutions over academic perfection., • Ownership mentality: Committed to performance, safety, and user experience beyond initial deployment. The environment • Team: Small, senior engineering group reporting into you, with close collaboration across DevOps and product., • Culture: High autonomy, rapid decision-making, and direct access to leadership., • Tech stack: Python, PyTorch, vLLM, Hugging Face, RAG pipelines, custom moderation systems.

Fire – Principal or Associate Engineer Glasgow, Bristol, Manchester or London Competitive salary + benefits We have an exciting opening for a Principal or Associate Fire Engineer to join our firm in our Glasgow, Bristol, Manchester or London offices. About us Hoare Lea is a human-centric and planet-conscious engineering consultancy. We offer intelligent and sustainable solutions to complex design challenges for the built environment throughout the UK and further afield. We provide a wide range of engineering and consultancy services, including acoustics, air quality, building services (MEP), fire, lighting, security and sustainability to name but a few. Together, our highly skilled teams use technical expertise and problem-solving skills to bring buildings to life. We ensure that whatever the building, its design is outstanding, and its operations meet the needs of the communities it serves. We are as committed to providing an environment where everyone can realise their unique potential. So, in joining Hoare Lea, you will experience a business that enriches your knowledge, supports your wellbeing, and welcomes your individuality. You’ll have the opportunity to participate in our 9-day fortnight scheme, thriving community groups, varied social and networking events, and extensive professional and technical development schemes. We also offer an extensive benefits package, including private medical cover, electric vehicle salary sacrifice scheme, stock options, and up to 30 days of annual leave. Whatever your ambitions or circumstances, our aim is to enable everyone to develop their knowledge, give their best, and enjoy what they do. Hoare Lea’s Fire Engineering group is a leading team of experienced fire safety experts, many of whom are Chartered Engineers through the Institution of Fire Engineers. Being part of one of the UKs largest building engineering consultancies, we benefit from collaborating with some of the best engineers in the business, with access to state-of-the-art technical support, and have the opportunity to work on some of the UKs largest and most high profile projects as part of a multi-disciplinary team. However, the fire team also works independently on fantastic projects, with many in our team having developed long-term relationships with many great clients. Heathrow’s Terminal 2, Doha’s new metro, the vast £1billion Elephant and Castle redevelopment in London, the extension to the ExCeL centre and the Royal Hospital for Children and Young Persons in Edinburgh are examples of some of the amazing projects where we have led the Fire Engineering design with other Hoare Lea disciplines. As part of long standing Fire Engineering relationships with external clients, we have led the fire safety design on seven of Manchester’s ten tallest buildings (including the UKs tallest residential tower), developed the current fire strategies for most of the UKs largest airport terminals, and designed two world cup stadia. A particular area where we have invested heavily is training and research. We have numerous research groups within the team to ensure that we remain at the cutting edge of our discipline; this includes computational and numerical modelling, emerging fire risks, new techniques and even fire testing – we recently led the design and implementation of two of the world’s largest ever cross laminated timber (CLT) compartment fire tests in France, to successfully validate our detailed calculations for a highly sustainable timber office building project. In addition to Hoare Lea’s best-in-class training, the fire group have developed extensive additional training and development opportunities – weekly training sessions for everyone, regular training away-days, innovation days and access to external training and conferences. We place a particular emphasis on enabling our team to achieve Chartered Engineer status – we have developed a programme for this and numerous fire engineers have obtained their CEng with us over the years. This is all enabled by our very experienced and highly qualified team. We are active in a number of key organisations such as the Society for Fire Protection Engineers (SFPE), Smoke Control Association, BSI Group and Institution of Fire Engineers. Why Work For Us? The Fire Engineering group’s strategy is simple, we want to do world-class fire engineering on the best projects with great clients. We want the team to enjoy the projects they do and who they work with, so our portfolio is of high quality, varied and really interesting. As part of Hoare Lea’s larger team of built-environment specialists, we have access to some of the UKs largest and highest profile projects. However, we also work independently and have developed long-term relationships with some great clients – there is no greater personal satisfaction from winning repeat projects from clients who think you’ve done a great job and like working with you. We are strong because we recognise that everyone has different skills to offer – our team includes ex fire service, building services and building control professionals, and engineers with degrees in physics, mechanical engineering, chemical engineering, materials science, forensics – oh, and fire engineering. The opportunities we provide for training and development are second-to-none. We invest significantly in this, and our aim is to ensure our team can achieve Chartered Engineer status. We have a highly experienced and qualified team to ensure that this can happen. We really want everyone to have the right work-life balance and to enjoy their work. We enable this by having a great benefits and flexible working package – including the ability to work a 9-day fortnight, and by choosing only the best projects for great clients, supported by extensive training and experienced colleagues. We are a really friendly, supportive and inclusive team, and enjoy numerous socials with our office colleagues and with the fire engineering team. The Role • Hoare Lea’s Fire Engineering team focuses on the fire safety design of buildings., • We work with colleagues within Hoare Lea as part of a multi-disciplinary team, and also have a significant portfolio of long-term external clients., • Our projects are principally based in the UK, and a detailed understanding of UK regulations and design guidance is desirable., • Able to work with, and have an appreciation of the integration of, other construction professionals’ requirements for the project., • Ensuring open communication among all project team members so that feedback is provided and acted upon efficiently in a timely manner., • Attending design team meetings, design workshops, client meetings and site meetings., • Travel to clients or projects in the UK, and occasionally internationally, according to project demands., • Working knowledge of software analysis tools – evacuation, smoke and fire modelling, heat radiation models and structural fire modelling. What We Are Looking For • Experience working within a fire engineering consultancy role., • A relevant degree or equivalent qualification in Engineering, Building Services, Maths, Architecture, or Physics, with a keen interest in Fire Engineering. You will have a good technical knowledge in the primary discipline of fire safety design., • You will be IT literate with a working understanding of fire modelling software analysis tools., • You should have excellent communication skills and an interest in working in a team environment., • You will have the ability and commitment to effectively deliver to demanding timescales, and have good organisational and planning skills. How to apply To apply simply complete a CV profile and submit your application, or for further information please contact . If shortlisted, one of our recruitment team will be in touch to arrange a introductory call (about 30 minutes) to discuss the role and your experience in more detail. From there, successful candidates will be invited to attend a panel interview, either via Microsoft Teams or in person at one of our offices. Adjustments and accommodations If there are adjustments or accommodations that we can put in place to help you participate and give your best at any stage of the recruitment process (whether relating to disability, neurodivergence or anything else) please let us know. Data privacy We have updated our terms and conditions for candidates, click here to find out more. Recruitment agencies We have a Preferred Supplier List of trusted partners who assist us when required. We do not acknowledge speculative CVs or unsolicited candidate introductions from agencies not on the list.

About Us: OpenSolar was founded in 2017 by global pioneers in solar software - Andrew Birch and Adam Pryor. OpenSolar exists to accelerate the adoption of solar and renewable energy globally. We provide the world's clean energy professionals with an end-to-end digital design, sales and management software to grow their businesses, free of charge. OpenSolar is driven by its mission to accelerate the adoption of solar for a world powered by sunshine by 2050. We stay focused on our mission by obsessing over the experience of our end users, being open and honest, solving problems through careful and deliberate design, and by keeping things simple. OpenSolar is a truly global organisation with our team spread across 12 countries and our user base spread over 185+ countries. Find out more about our world class crew here: ___. At OpenSolar, we are dedicated to cultivating a workplace that celebrates diversity and promotes inclusivity. Our goal is to build a team that is reflective of the communities we serve, recognising that diversity brings strength and richness to our organisation. We believe that everyone should feel empowered to bring their authentic selves to work and we are committed to creating an environment where all employees are valued, respected, and supported. We actively seek to attract and retain a talented workforce that represents the breadth of our society. We provide equal opportunities for everyone to thrive and advance in their careers, enabling them to achieve their full potential. This is your opportunity to be part of the clean energy movement, creating a lasting impact on the world. All while being part of a passionate, fun, and highly collaborative team. The Role: The Principal Software Engineer (Full Stack) role is a full-time permanent position located in the United Kingdom and is a remote working role. You will have the opportunity to be part of a global high-performing dynamic software team, doing what you do best. The role is focused on designing and building the best solutions for our users in over 185 countries, whilst maintaining best practices in software development. What you’ll be doing: • Design and implement robust, scalable, and secure full-stack solutions using React / Python / Django / MySQL., • Own architecture decisions for complex systems, ensuring long-term maintainability and scalability., • Collaborate with product managers, designers, and engineering leadership to define and drive technical strategy and roadmap., • Lead cross-functional technical initiatives, including performance optimisations, system refactoring, and migrations., • Establish and enforce engineering best practices across the organisation (code quality, security, testing, CI/CD)., • Mentor and coach engineers and senior engineers, fostering professional growth and technical excellence., • Conduct and facilitate design reviews, code reviews, and technical deep dives., • Drive innovation by evaluating and introducing new technologies, frameworks, and methodologies. What you’ll need: • 12+ years of relevant experience in the core technology skills, including substantial leadership and architecture responsibilities., • Core Technology skills required – Strong full stack software engineering skills., • Desirable technology skills: Python, Django, React, JavaScript, MySQL, SPAs, AWS (Lambda, CloudFormation, RDS)., • Best practice software development skills and practices., • Excellent communication skills with an open, collaborative approach., • A passion for problem solving and challenges., • The desire to positively contribute to shaping organisation culture and be part of a diverse team., • A good understanding of consumer finance, B2C payments and integrated e-commerce solutions is preferable. What we bring: • A Passionate, Driven, and Highly Collaborative Team: Join a team that is dedicated to making a difference, where collaboration and passion drive our success., • Mission-Focused Organization with a Well-being-Led Culture: We prioritize both our mission to drive clean energy solutions and the well-being of our team members, fostering a supportive and healthy work environment., • Diverse, Equitable, and Inclusive Work Environment: We celebrate diversity and inclusivity, creating a workplace where everyone's contributions are valued and respected., • Professional Development and Support for Your Growth: We invest in your development with opportunities for learning and advancement, supporting your career journey., • Constant Exposure to New Opportunities: Experience a dynamic work environment where you'll encounter cutting-edge technology solutions and innovative projects., • Fast-Paced Environment with Leading Technology Solutions: Work at the forefront of the clean energy sector, leveraging state-of-the-art technology to drive impactful change., • Flexible Leave Options: Enjoy flexibility to manage your life-work priorities with leave options that support your personal and professional well-being., • Opportunity to Create a Lasting Impact: Be part of the clean energy movement and contribute to a sustainable future, making a meaningful impact on a global scale. If you are a talented principal software developer possessing all of the requisite skills, seeking an opportunity to join our fast-paced start-up, please apply.

Aveni is redefining how financial institutions use AI. We build real, production-ready agentic systems that reshape how banks, advisers and financial services firms operate, replacing fragmented processes with intelligent, end-to-end workflows. We have been recognised as Fintech of the Year for two consecutive years and awarded Best Specialist Technology Service at the Professional Adviser Awards 2025. Backed by leading investors including Puma Private Equity, and commercially supported by Lloyds Banking Group and Nationwide Building Society, we previously completed one of Scotland’s largest Series A rounds. Since then, we’ve continued to grow rapidly as adoption of AI in financial services accelerates, and we’re now scaling our engineering organisation to meet that demand. Our engineering team includes experienced software engineers and PhD-level AI specialists, with strong ties to the University of Edinburgh, giving you access to exceptional expertise and opportunities for continuous learning as part of the day-to-day work. The Role As a Software Engineer at Aveni, you’ll be responsible for building and scaling the products that sit on top of FinLLM (the UK's first LLM for the Financial Services industry) and other LLMs, enabling financial institutions to adopt AI safely and effectively. You won’t be expected to build or train the LLMs themselves, instead you’ll be engineering the platforms, services, user interfaces and integrations that bring those models to life in the hands of advisers, analysts and banking teams. Your work will focus on: • Designing and implementing robust event-driven microservices and APIs, • Building scalable, cloud-native systems on AWS, • Developing modern, responsive React front-ends, • Integrating LLM-powered capabilities into real-world workflows, • Collaborating closely with product and AI specialists to turn ideas into reliable, customer-ready features What you’ll be working with You should be comfortable with most of our core technologies: • Node.js and TypeScript, • React and modern front-end tooling, • AWS (e.g., Lambda, ECS/Fargate, API Gateway, SQS/SNS, DynamoDB, RDS), • NestJS or equivalent back-end frameworks, • Microservices and event-driven architectures We also actively embrace AI coding assistants (such as Claude Code) to speed up development, improve code quality and reduce repetitive work — and we encourage engineers to use these tools effectively. What we’re looking for: • Experience building production systems using Node.js / TypeScript, • Hands-on experience developing UIs with React, • Solid understanding of cloud-native engineering on AWS, • Experience with microservices, messaging patterns and distributed systems, • A commitment to clean code, testing, observability and operational excellence, • A proactive and motivated mindset — someone who wants to build, ship and iterate quickly, • Interest in AI-powered products and a drive to learn Join Us in Making a Difference At Aveni, we believe that diversity drives innovation. We're committed to building a team that reflects the diverse communities we serve and creating an inclusive workplace where everyone feels valued and empowered to contribute their best work. If you're passionate about leveraging technology to drive positive change and want to be part of a team that's shaping the future of financial services, we'd love to hear from you. We know that some people are likely to only apply where they meet 100% of requirements, but we’d like to hear from you anyway. Apply now to join us on our mission to transform the financial services industry through AI! What we offer: • A collaborative and innovative work environment, • Career growth opportunities towards Technical Lead and beyond, • Exposure to cutting-edge AI-first engineering practices, • 34 days holiday plus your birthday off, • Share options, • Remote and flexible working, • Life insurance, • Income protection, • Private health care, • Eyecare, • On-going career development and training, • Freebies and discounts, • Emotional wellbeing (Employee assistance programme provides access to 24/7 employee counseling and emotional support), • Cycle to work scheme, • Pension scheme (employer contribution matched up to 5%) We’re a remote-first company across the UK, with regular off-sites and in-person gatherings that are always fun, motivating and team-focused. If you want to build high-impact technology at the frontier of applied AI and help bring new products and intelligent agents to market, you’ll thrive here.

Precision Assembly Technician 📍 Location: Glasgow Kleboe Jardine are delighted to partner with Nami Surgical to add to their growing team. Nami Surgical Ltd is an exciting medical device start-up with a global ambition to significantly impact the medical offering within the surgical robotic market. Nami Surgical develops high-performance miniaturised ultrasonic scalpels for Robotic Assisted Surgery (RAS). Robot-assisted surgery is transforming global healthcare, offering surgeons exceptional precision, dexterity and visualisation. Nami Surgical’s breakthrough ultrasonic platform aims to redefine what’s possible in this $9Bn market. 🔍 The Opportunity We’re looking for a Precision Assembly Technician to join Nami Surgical’s highly skilled team. This is a hands-on role working at micron-level tolerances, assembling intricate CNC-machined components and helping shape the next generation of surgical instruments. If you enjoy meticulous work, thrive in technical environments, and take pride in precision craftsmanship, this is an opportunity to make real impact in a cutting-edge medical device company. 🛠 What You’ll Be Doing • Assembling precision CNC-machined components into advanced surgical instruments, • Working closely with R&D and Engineering to build prototypes and support design iterations, • Fine-tuning mechanical designs through hands-on assembly feedback, • Performing ultra-precise alignment of small, intricate parts, • Applying epoxies/adhesives and carrying out fine soldering as required, • Following detailed SOPs, technical drawings and work instructions, • Taking full ownership for the quality and accuracy of your work, • Conducting in-process inspections and maintaining build documentation 🎯 What We’re Looking For Essential • Experience in precision mechanical or micro-mechanical assembly, • Confidence working with delicate, high-precision components, • Strong ability to follow SOPs and detailed build instructions, • High personal accountability for quality and accuracy Desirable • Experience in medical devices, surgical instruments, aerospace, optics, electronics or similar, • Familiarity with ISO 13485 or regulated manufacturing environments Qualifications: Apprenticeship or technical qualification in Mechanical/Precision/Manufacturing Engineering, or equivalent hands-on experience. 🤝 Why Join Nami Surgical? • Work on technology that will transform robotic-assisted surgery, • Be part of a well-funded, ambitious Scottish medical device start-up, • Collaborate closely with a highly technical and experienced team, • Play a hands-on role in building next-generation surgical tools, • Join a culture that values precision, innovation and craftsmanship 📨 Interested? Kleboe Jardine is proud to be partnering with Nami Surgical for this critical hire. Apply via Linkedin or contact Natalie Fox to learn more: | 07495896347

Low Latency C++ Engineer | Crypto Trading Powerhouse 💰 Up to £185,000 DOE + RSUs + Bonus + Benefits 📍 Fully Remote (must be based in the UK) Want to help shape the future of crypto trading? This is a chance to join one of the world’s leading crypto trading platforms and a team known for its cutting-edge low-latency systems and lightning-fast execution speeds. They’re looking for engineers who thrive in high-performance, high-ownership environments. You’ll work alongside some of the brightest minds in trading tech, designing and building distributed C++ systems that handle massive throughput with ultra-low latency. If you’ve honed your craft in a fast-paced, high-frequency environment, this could be your next big move. What they’re looking for: • Expert-level C++ experience (ideally in trading, HFT or other low-latency domains), • Proven track record building high-performance, highly available distributed systems, • Strong design and architecture skills, • Passion for solving complex technical problems in fast-moving markets 💻 Tech: Modern C++, HFT principles, low-latency infrastructure, high-volume APIs, highly concurrent systems Trading or crypto experience is a huge plus ⭐ but above all, they want ambitious engineers who are curious, proactive, and driven to push boundaries. Apply to find out more about this opportunity ✅

Senior AI Engineer The Essentials Location Remote UK, with expectation for attendance in the office for team meetings (approx. every two months) Employment Type Full-Time, Permanent The Opportunity Are you interested in making a difference by developing products used by the world’s largest Pharmaceutical Companies? Are you interested in working with pioneers in the field of AI and software engineering? Are you interested in innovating for impact? If you are then read on for a role with a difference where you can join our inspiring team and make a big difference with class-leading solutions. We are expanding and looking for an AI Engineer to join our team developing ground-breaking products using the latest AI and LLM (Large Language Model) agentic technologies. Our innovative solutions are transforming the industry, and we are looking for passionate individuals to join us in our mission to revolutionise healthcare in a role with a difference. Job Description We are seeking an AI Engineer with expertise in building scalable, production-grade systems and a passion for AI/LLM technologies and innovation. You will design, develop, and maintain our platform’s backend infrastructure, focusing on multi-tenant architectures, security, and efficient LLM integration. This role requires a strong understanding of Python web frameworks, cloud services (particularly AWS), and modern AI approaches including working with agentic architecture. Key Responsibilities Backend Development & Architecture - Design and implement scalable Python backend services, architect and maintain secure, high-performance, production multi-tenant systems, and develop RESTful and asynchronous APIs for internal and external use. LLM, Agents & AI Integration - Drive R&D innovation to meet client goals by building AI agentic workflows, advanced search, robust interaction and context management, and extending core model capabilities and protocols. Leadership & Collaboration - Collaborate on UI/UX integration, code reviews, architecture and roadmap decisions, and cross-functional work with data science, product, and commercial teams. Data Engineering - Design and maintain efficient data pipelines, ensuring smooth data flow between systems and LLM components while implementing robust validation, transformation, and enrichment processes. Cloud & Infrastructure - Design and implement AWS-based cloud infrastructure using infrastructure-as-code approaches and maintain CI/CD pipelines for reliable deployment and testing Security & Compliance - Operate to the highest security standards as expected by ISO27001 Qualifications and Skills Required Skills and Experience Ø 5+ years of Python backend development experience (fewer years’ experience is acceptable for exceptional candidates) Ø Strong experience of using LLMs/AI in a production setting and use of the latest techniques working with LLMs Ø Strong knowledge of cloud services (preferably AWS) and infrastructure-as-code Ø Experience with containerisation, orchestration, and CI/CD pipelines Ø Understanding of database scaling, caching strategies, and performance optimisation Ø Familiarity with LLM technologies and latest utilisation methodologies, including agentic workflows Ø Strong understanding of software design principles and coding standards Preferred Skills and Capabilities Ø Familiarity with React or other frontend technologies for better cross-team collaboration Ø Experience implementing LLM integration frameworks Ø Background in pharmaceutical or healthcare domain Ø Familiarity of working to ISMS ISO27001 standards Ø Growth mindset combined with tenacity Ø Entrepreneurial approach driven by curiosity and innovation Ø Deep customer centricity What We Offer Ø Competitive salary and benefits Ø Opportunities for professional growth Ø Flexible work hours and remote work Ø Collaborative, inclusive work environment Ø Chance to work on cutting-edge AI technologies with real-world impact Selection process • Screening interview with HR, • Introductory interview with hiring manager/technical exercise, • Capability interview with CEO/team members Circuit Medical Circuit Medical is a well-established, research-driven global consultancy that specialises in delivering comprehensive services to maximise the value of medical affairs and other functions to the biopharmaceutical industry. We proudly support leading global pharmaceutical companies such as AstraZeneca, Roche, Takeda, and many others. As we expand our digital offerings, we are building a suite of products aimed at enhancing quality, efficiency and performance for our clients and ultimately help patient care. Circuit Medical excels by being different, curious, innovative, working with ambiguity, being collaborative, communicative, all for the greater good and always delivering to a high quality. Circuit Medical welcomes everyone and creates inclusive teams where we celebrate different backgrounds, experiences, and perspectives. We encourage colleagues to bring their whole selves to work. We provide equal employment opportunities to applicants and employees without regard to race, colour, religion, age, sex, sexual orientation, gender identity, national origin, or disability. We promote a culture of trust, support, and acceptance.

DFUSION builds and maintains the platforms behind the likes of YachtBuyer and YachtCharterFleet. High-performance digital products used by millions. We combine strong engineering, advanced data and premium UX to deliver the most sophisticated technology in the luxury yachting sector. We’re looking for two Senior Full Stack Engineers with deep, hands-on experience building scalable systems and high-quality software. If you enjoy owning architecture, improving performance, and delivering across an entire stack, this role is for you. What You’ll Do • Design, build and deliver full-stack features, • Architect and maintain APIs, microservices and data-driven backend systems, • Lead system design discussions and influence long-term technical direction, • Ensure code quality through clean architecture, testing and documentation, • Optimise performance across frontend and backend layers, • Collaborate with Product, Design and Data teams to shape user-facing features, • Lead technical investigations, diagnose production issues, and propose scalable solutions, • Contribute to CI/CD pipelines, cloud deployment, monitoring and automation, • Help define the engineering culture as a team. Tech We Use • Frontend: Twig, JavaScript, CSS, • Backend: PHP, • Databases: PostgreSQL About You • 5+ years full-stack development experience, • Strong understanding of modern software architecture, design patterns and scalability, • Expert in at least one backend ecosystem and one frontend framework, • Excellent at writing clean, modular, well-tested code, • Comfortable leading design decisions and proposing architectural improvements, • Strong debugging, optimisation and performance profiling skills, • Comfortable mentoring others, collaborating across teams and driving engineering excellence, • Bonus: experience with distributed systems, microservices or event-driven architecture Why You’ll Love Working With Us • We build meaningful products used globally across luxury markets, • You can own projects end-to-end: from architecture to deployment, • Flexible working culture, • A modern, ambitious engineering environment where your decisions shape the platform, • Clear path to technical leadership as the team expands, • Work with a cutting-edge stack and a team that values quality and innovation Diversity & Inclusion We’re committed to building a welcoming, inclusive workplace where everyone can do their best work. We encourage applications from all qualified candidates and do not discriminate based on age, disability, gender reassignment, marriage or civil partnership, pregnancy or maternity, race, religion or belief, sex or sexual orientation. If you need any adjustments during the application process, just let us know - we’re here to support you.

👋 About Renude Renude builds AI-powered software for the beauty industry, helping brands deliver personalised, expertise-focused customer support through intelligent digital agents. Our technology powers e-commerce experiences including: skin analysis, product recommendation and LLM-based chat. We’ve been awarded by CEW, Beauty Innovation Awards, Tech Nation and more, and have raised over $3M from leading tech investors. Our team combines tech, formulation, dermatology, e-commerce and sales expertise. We’re looking for a mid-senior (4+ years experience) Machine Learning Engineer to help design, build, and scale our production ML systems with ownership from experimentation through to deployment. You’ll work end to end on LLM-powered conversational agents and support the training, optimisation, and deployment of computer vision models that power real customer interactions. 🔧 What We Offer • Train, evaluate and deploy agentic AI systems and computer vision models for real-world use, • Collaborate with product and engineering to integrate ML systems into user-facing features, • Develop and deploy production-quality machine learning frameworks, while maintaining robust MLOps pipelines, • Stay up-to-date with the latest advancements in AI, conduct research, and explore innovative techniques, • Influence key decisions on architecture and implementation of scalable, reliable, and cost-effective engineering solutions ✅ What We're Looking For Must-Haves: • 4+ years experience writing production ready code for machine learning systems, • 2+ years experience developing conversational AI, RAG, agentic systems or LLM-based products, • Familiarity with RAG orchestration frameworks such as LangChain or LlamaIndex.2+, • Experience with production optimisation for RAG systems, including latency, token cost control, context window constraints, monitoring and prompt versioning, • Strong Python skills and experience with PyTorch, TensorFlow or Keras, • Exposure to MLOps practices and hands-on experience with Sagemaker and/or Vertex AI, • Bachelor's degree in a technical field such as computer science or years of equivalent experience, • Comfortable working autonomously and taking ownership in a fast-moving, remote, startup environment Nice-to-Haves: • Masters or advanced degree in artificial intelligence, machine learning, natural language processing, computer vision, or related field, • 2+ years experience training and optimising computer vision models, • Proficiency working with vector stores, data chunking, embeddings, retrieval, ranking and recommendation systems, • Experience with Django or similar Python web frameworks, • Familiarity with Docker and containerised development, • Exposure to CI/CD pipelines and infrastructure-as-code 🌱 What We Offer • Competitive compensation (based on experience and location), • Remote-friendly culture with flexible working hours, • Opportunity to work with cutting edge technologies, • High ownership and real technical influence, • A supportive team that values product excellence and personal growth

Software Engineer Venture 2 Venture 2 is building the next generation of AI-enabled products. Our work spans one-to-many inference systems with applications in anti-piracy, heavy industry optimisation, and prediction markets. We operate as a hybrid venture studio: developing our own D2C and B2B products while also working closely with partially owned companies through contract-based development. Following a successful funding round and with a seven-figure contract backlog in place, we are expanding our engineering team. This is an opportunity to join early, gain exposure to cutting-edge systems, and progress rapidly into leadership roles. Role Overview We are seeking an ambitious developer at or around the beginning of their professional career. You will contribute to production systems, R&D, and cross-company product delivery. The ideal candidate is motivated to take ownership, learn quickly, and grow with the organisation. Responsibilities · Contribute to development of AI-powered products across multiple sectors. · Build and maintain backend systems, APIs, and scalable inference infrastructure. · Assist with research, prototyping, and evaluation of new model architectures. · Implement production features end-to-end under guidance from senior engineers. · ⁠Participate in code reviews, testing, deployment, and MLOps workflows. · ⁠Work across internal products and contract-based venture projects. Requirements · ⁠Strong foundational programming skills in Python. · ⁠Basic understanding of AI/ML models and how they are trained, deployed, and run. · Familiarity/understanding with version control software (git). · Ability to work in a fast-moving environment with evolving priorities. · Curiosity, initiative, and willingness to learn new tools and frameworks rapidly. · Clear communication skills and collaborative working style. Nice to Have · ⁠ Experience with model serving, quantisation, or distributed inference. · Exposure to containerisation and cloud environments (AWS/DO). · ⁠Projects or open-source contributions demonstrating capability and initiative. · Experience in data engineering, cybersecurity, prediction systems or financial systems. · Ability to own the delivery pipeline from idea conception to delivery of product. What We Offer · ⁠Competitive salary with individual and company-wide performance bonuses. · Early employee trajectory with equity opportunities as responsibility grows. · Direct involvement across multiple product lines and industries. · Fast career progression into technical ownership and leadership roles. · A culture built around experimentation, responsibility, and engineering excellence. Some of our core tech stack: · Django · Redis · PostgreSQL · Docker · Celery

Why join? If you’re an engineer who wants true ownership, visibility, and the chance to shape how agentic systems transform profitability in an analogous sector, this is the role for you. You won’t be a small cog in a big machine(team of 7) — you’ll be helping to define the machine itself. • Build production-grade agentic AI systems that automate the workflows of elite law firms., • Work with a world-class founding team and colleagues with backgrounds from leading academic, startup, and financial institutions., • Join a startup that’s both cutting-edge and commercially proven — a rare chance to scale a product already trusted by leading global clients., • Benefit from equity ownership and remote-first working, with opportunity to join the team in London when suits you. If you want to build agentic solutions that can operate in ambiguity, be deployed in one of the most complex environments, and supercharge your skills with agentic frameworks, and use your commercial skills to develop their feature roadmap, this is for you/ About The Business Law firms are in the business of selling time and not outcomes — and AI is shrinking that ability. Our client is a London-based startup that builds the GenAI platform that will bring the legal sector into the AI age and future proof, and expand their revenue opportunities. Their product empowers lawyers and finance teams to maximise value from engagements through: • Pricing agents that create data-driven, lawyer-friendly quotes., • Management tools that predict overruns and help avoid costly late bills., • Enrichment engines that clean and structure messy legal datasets for pricing. They are backed by some of the leading early stage investors in the UK/EU and exceptional angels with rapid commercial traction across top UK & US firms, they are scaling fast and this is the time to join. The Role: AI/ML Engineer – Agentic Systems You will design and deliver intelligent agentic workflows, leveraging frontier LLMs. Working with their data scientists and backend engineers, you’ll be responsible for making unstructured legal data usable, scalable, and impactful. This is not a prototyping role — you’ll ship well-engineered, production-ready systems that directly impact customers. Responsibilities: • Designing and building LLM-powered agentic systems that automate and augment law firm workflows., • Integrating external APIs and internal data pipelines into intelligent, maintainable systems., • Deploying AI-driven features at scale on AWS cloud infrastructure., • Driving the roadmap for intelligent systems and ensuring scalability, compliance, and robustness. Requirements • Strong programming experience with Python., • Proven track record building production-grade AI/ML systems (emphasis on implementation and integration over pure research)., • Practical experience with AWS (and ideally Terraform, GitLab CI)., • Experience with agentic systems or LLM-powered automation (e.g. tool-augmented LLMs, RAG workflows, agents for complex workflows). If this sounds like you, reach out!

At Intercept, we help organizations unlock the full potential of AI in the Cloud. As an AI & .Net Developer you’ll guide customers through their AI journey, designing and delivering innovative solutions built on Azure’s cutting-edge capabilities. You turn complex ideas into practical, scalable applications, bridging data, cloud services, and intelligent models. With your technical insight and clear communication, you empower customers to confidently adopt AI and drive meaningful impact across their business. Key Responsibilities: • Advise, guide, and support customers on their AI Journey and broader Azure AI-related questions., • Designing and delivering custom AI solutions on Azure OpenAI Service and Microsoft Foundry, using patterns like RAG, function calling, tool/agent orchestration, and fine-tuning where appropriate., • Implementing MCP-based integrations between AI services and existing application components (web apps, APIs, data platforms) for seamless collaboration., • Design and optimize data pipelines that prepare structured and unstructured data for model training and RAG solutions., • Implement vector search, embeddings, and retrieval-augmented generation workflows., • Fine-tune or customize foundation models for domain-specific use cases., • Create automated evaluation and monitoring systems to track model quality and drift., • Delivering technical workshops and demos to enthusiast customers and guide them in their AI journey., • Document architectures, workflows, and best practices for internal and external stakeholders., • Contributing to cloud-native applications and integrate them with AI solutions., • Participating in daily stand-ups and sprints; breaking down work into deliverable backlog items and documenting designs, decisions, and runbooks. About us: Digitization has fundamentally changed our world and technology now plays an unavoidable role in our daily lives. At Intercept, we’re driven to make a real impact by empowering software organisations to build better software for a better tomorrow. We help them work faster, more efficiently, and more securely. Our ultimate goal (BHAG) is that by 2032 we have consistently worked our Intercept magic and empowered 10,000 software organisations to build a better tomorrow and educated1,000 ambassadors to drive that vision forward.Our expertise is demonstrated through the certifications and acknowledgments we've earned from both Microsoft and our valued customers. We call ourselves Interceptors and we have created an atmosphere of a "community within a community." With a true people-first mindset, together, we take on challenges, support each other, and achieve more as one united force. We are working daily to empower our customers and each other. We are ambitious, driven and innovative. But make no mistake, we work hard but also get a lot of fun and success in return. Job requirements • Strong understanding of AI frameworks, tools, and capabilities, • Ability to design, train, and deploy models for real-world applications, • Solid grasp of cloud-based AI services and scalable solution architectures, • Experience integrating AI into existing software systems, • Commitment to staying current with emerging AI technologies and responsible/ethical AI practices, • Excellent communication skills, with the ability to collaborate with both technical and non-technical stakeholders, • Experienced with .NET What do we offer? • Salary range between 52.000 to 62.000GBP gross per year depending on experience., • €400 to set up your home office and a DeskGuru consultation to ensure ergonomic working conditions., • Work in Flexible, Remote First environment with a lot of Autonomy!, • Study during work hours? No problem! We provide time and space for professional development, • We also value the future, so our pension conditions are up to date!, • A personalized welcome pack with your laptop and all the tools you need to hit the ground running., • Collaborative and Friendly Team., • Be part of a fun, Inclusive culture and attend our great In-person events: Interceptival & Wintercept

Rewarding opportunity for a hands-on Semiconductor industry Director of Software Engineering with the technical expertise to deliver complex, production grade systems.Ensure all your application information is up to date and in order before applying for this opportunity.Hybrid working available.Youll be a key part of cutting-edge technology development which is revolutionizing wired connectivity by enabling the building of scalable, energy efficient AI systems Worldwide.The successful Director of Software Engineering, with expertise in software architectural principles in areas of semiconductor ASIC / SoC development, will deliver the full software stack for this thriving Semiconductor Company including validation software, embedded firmware, device drivers, system software and application level software.Requirements for this Semiconductor Director of Software role include: Extensive senior level hands-on experience in software engineering within the semiconductor industry.Proven track record of delivering end-to-end software solution architecture which integrates hardware and software across multiple technology domains.A background of software development involving Semiconductor SoC/ASIC and/or memory systems.Deep technical expertise to include firmware/embedded systems, device drivers, Operating System level programming, application software and software tools.Strong people and project leadership experience across geographically distributed teams including cross functional collaboration. xjlbheb A competitive salarywill be offered to the successful Director of Software, plus Shares (currently pre-IPO), Hybrid working, private healthcare (including family), 25 days holiday, pension, flexitime and relocation assistance.

Great opportunity for a Senior Software Engineer to join a private equity backed tech company in Manchester as they scale in 2026.You'd join a product-based squad within a larger engineering function and would be given the opportunity to be involved in all aspects of the product you work on, from id

The Engagement Specialist – MFD is responsible for driving awareness, understanding, and adoption of multifunctional devices across a national branch network. The role focuses on proactive, one-to-one stakeholder engagement, clearly communicating device benefits and supporting positive adoption. W

Morson Talent are currently recruiting for an Environmental Health and Safety Specialist to work on the behalf of one of our prestigious clients based in Glasgow Prestwick Airport.

Job Description Semiconductor Materials Engineer Glasgow, Scotland - To C£60k + Hybrid + Benefits. Cutting edge Technology Company seeks an accomplished Manufacturing / Materials Engineer highly knowledgeable in semiconductor manufacturing processes and integration.

Sign Fitter / Graphics Installer Location : Glasgow G31 3AN but will be required to fit most instals within Glasgow Central area. Salary : £25,000 - £30,000 per annum + Excellent Benefits! Contract : Full time, Permanent Benefits : Be part of a friendly professional team with a reputation for quality, Opportunity to grow your skills across all areas of signage and graphics, Birthday Leave, School Essential Program' - claim back the expenses of School Uniform, School trips and School Equipment of up to £50 per child, Enjoy Benefits Scheme - spread the costs over 12 months for a new gadget, gym membership, Medicash Health Care Plan and Travel Loan! Join Hobs Repro - Where Print Meets Precision! Hobs Repro is one of the UK's leading independent reprographics companies, proudly holding a Royal Warrant for services to the Royal Household. We specialise in delivering fast, reliable, and high-quality print solutions for the Architecture, Engineering, Construction (AEC), and creative industries. From concept and design to high-resolution digital printing, bespoke finishing, and delivery via our own couriers - we manage every stage of the process. Our investment in cutting-edge technology ensures our clients receive only the best. We're looking for a hands-on, detail-oriented Sign Fitter / Graphics Installer to join our team. You will be responsible for installing a wide range of signage and graphics! If you enjoy working with your hands, take pride in precision, and thrive in a fast-paced environment, we'd love to hear from you. As our Sign Fitter / Graphics Installer you will be responsible for: Installing internal and external signage, (fascia signs, post signs, wall panels, window graphics etc.) to a high standard. Applying vinyl graphics to walls and windows Reading and interpreting technical drawings and installation plans Preparing surfaces and materials for installation (cleaning, measuring, trimming) Delivering every job to a high standard with attention to detail and safety Liaising with clients on-site to ensure satisfaction and resolve minor issues Maintaining accurate records of installations and report any challenges In order to be successful in this role you should have: 2 years proven experience in sign fitting or graphics installation Strong attention to detail Confident working with vinyl, substrates and fixing methods Full UK driving licence (essential) Great Communication skills and a positive can-do attitude Reliable, self-motivated and takes pride in quality work CSCS, IPAF or PASMA certification (desirable but not essential) If you're keen to grow with a company that will invest in you, we'd love to hear from you. Click APPLY and start your journey with Hobs today! No agencies please. TPBN1_UKTJ

Role Overview Would you like to join a truly international, talent driven company that values Safety, Ethics, Quality, Innovation and Employee Opportunity? Otis is growing and is looking for a Modernisation Engineer to join our team in Edinburgh UK. our priority is to ensure the safety of passengers and technical stakeholders by safely installing a portfolio of elevator units. On a typical day you will: Install new elevators with quality and efficiency. Work in a safe manner in accordance with all Environmental Health & Safety guidelines. Stay away overnight as and when required. Liaise directly with the customer while on site to build a good working relationship Conduct inspection before and after installation to ensure high quality and safety standards What you will need to be successful As a qualified mechanic, it is essential that you have knowledge of elevator equipment and that you can apply elevator engineering principles to Installation. You are qualified to install elevators to the standards set in your country You hold a driver's license You have at least 6 months of experience in the field of elevators, ideally acquired in the assembly activity or at least experience on site and / or installation You have good electrical and mechanical skills. You are comfortable with plan reading and calculations. You have an appetite for technical products and new technologies. You appreciate manual trades as well as the satisfaction of seeing the finished work. What's In it For Me / Benefits You will receive a long-term employment contract with the world market leader in a crisis-proof industry. We offer you remuneration in accordance with local standards plus: We will train you intensively in the areas of technology & processes and you can exchange ideas with experienced colleagues at any time. You will receive modern and high-quality work clothes, your own tools, an iPhone and a vehicle The health and safety of our employees is our top priority. We promote this through regular training on the subject of occupational health and safety as well as through an employee support program. Apply today to join us and build what's next!. If you live in a city, chances are we will give you a lift or play a role in keeping you moving every day. Otis is the world's leading elevator and escalator manufacturing, installation, and service company. We move 2.4 billion people every day and maintain approximately 2.4 million customer units worldwide, the industry's largest Service portfolio. You may recognize our products in some of the world's most famous landmarks including the Eiffel Tower, Empire State Building, Burj Khalifa and the Petronas Twin Towers! We are 72,000 people strong, including engineers, digital technology experts, sales, and functional specialists, as well as factory and field technicians, all committed to meeting the diverse needs of our customers and passengers in more than 200 countries and territories worldwide. We are proud to be a diverse, global team with a proven legacy of innovation that continues to be the bedrock of a fast-moving, high-performance company. When you join Otis, you become part of an innovative global industry leader with a resilient business model. You'll belong to a diverse, trusted, and caring community where your contributions, and the skills and capabilities you'll gain working alongside the best and brightest, keep us connected and on the cutting edge. We provide opportunities, training, and resources, that build leadership and capabilities in Sales, Field, Engineering and Major Projects and our Employee Scholar Program is a notable point of pride, through which Otis sponsors colleagues to pursue degrees or certification programs. Today, our focus more than ever is on people. As a global, people-powered company, we put people - passengers, customers, and colleagues - at the center of everything we do. We are guided by our values that we call our Three Absolutes - prioritizing Safety, Ethics, Quality in all that we do. If you would like to learn more about environmental, social and governance (ESG) at Otis click here . Become a part of the Otis team and help us #Buildwhatsnext! Otis is An Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or veteran status, age, or any other protected class according to applicable law. To request an accommodation in completing an employment application due to a special need or a disability, please contact us at . Privacy Policy and Terms: Click on this link to read the Policy and Terms TPBN1_UKTJ

Computer Engineering - AI Data Trainer.Alignerr, Glasgow, Scotland, United Kingdom.Remote role available via hourly contract.Commitment: 10–40 hours per week.At Alignerr, we partner with the world’s leading AI research teams and labs to build and train cutting‑edge AI models.You’ll challenge

A leading software company in Glasgow is looking for a Sr Associate Software Developer to join their R&D Decisioning team.This hybrid position involves developing software with a focus on a cutting-edge React UI and Go/Java microservices.The ideal candidate will have at least 2 years of experience a

A cutting-edge AI research firm is seeking a General Postdoctoral Researcher to develop advanced AI models.

In this role, you'll drive the packaging innovation strategy, research emerging materials, and manage projects from concept to launch. A leading recruitment agency is seeking a Group Packaging Innovation Manager to develop cutting-edge food packaging solutions.

Step into the world of elite hospitality with Scotland’s leading provider of premium experiences at events like Formula 1, Royal Ascot, Wimbledon, Six Nations, and Premier League football. Bring proven sales experience, a competitive edge, and a self‑motivated, financially driven attitude. Recei

Biology Masters - AI Data Trainer.At Alignerr, we partner with the world’s leading AI research teams and labs to build and train cutting‑edge AI models.This remote contract is for Masters in Biology, Biotechnology, Biochemistry, or related fields.Work on cutting‑edge projects with top AI labs

Alignerr Glasgow, Scotland, United Kingdom.At Alignerr, we partner with the world’s leading AI research teams and labs to build and train cutting‑edge AI models.We are seeking a Principal Clinical Scientist to bring senior‑level expertise in clinical trial design and regulatory‑grade data in