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About Rival: Backed by top VCs and angels, Rival is building a unique 3D content-sharing platform and a first-of-its-kind foundational AI model that converts any 2D video into an immersive 3D experience. Currently a team of 13, Rival has brought together talents from Google, Meta, Amazon, BCG, Morgan Stanley, etc. Project Overview: We are seeking a highly motivated PhD intern to join our team and contribute to an exciting project focused on developing a novel, end-to-end system for converting standard 2D videos into compelling 3D (stereoscopic or depth-based) formats using advanced AI techniques. The goal is to research, design, and implement deep learning models capable of understanding scene geometry, motion, and temporal consistency directly from monocular video input to generate high-quality 3D output automatically. This research has the potential to revolutionize content creation and consumption for VR/AR and 3D displays. Your Responsibilities: Conduct literature reviews on state-of-the-art methods in monocular depth estimation, novel view synthesis, video understanding, and 2D-to-3D conversion. Design, implement, and experiment with deep learning architectures (e.g., Transformers, CNNs, GANs, Diffusion Models) for the 2D-to-3D conversion task. Focus on key challenges such as temporal consistency, handling complex motion, maintaining geometric accuracy, and computational efficiency. Process and manage large-scale video datasets for training and evaluation. Collaborate closely with researchers and engineers to integrate findings into a prototype system. Analyze results, document findings, and present progress regularly. Contribute to potential publications or patent applications based on research outcomes. Required Qualifications: Currently enrolled in / just finished a PhD program in Computer Science, Electrical Engineering, Artificial Intelligence, or a related field. Research focus in Computer Vision, Deep Learning, Machine Learning, or Graphics. Solid theoretical understanding and practical experience in deep learning and computer vision fundamentals. Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow). Experience working with image and/or video data. Strong analytical, problem-solving, and research skills. Excellent communication and collaboration abilities. Preferred Qualifications: Track record of relevant publications in top-tier CV/ML conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, SIGGRAPH). Experience specifically with monocular depth estimation, stereoscopic vision, view synthesis, video generation, or 3D reconstruction. Familiarity with video processing tools (e.g., OpenCV, FFmpeg). Experience with large-scale model training and data pipelines. Contributions to relevant open-source projects.
**Overview:** We are looking for a knowledgeable and client-focused IT Consultant to join our team. You will play a key role in evaluating client needs, designing effective technology solutions, and providing ongoing strategic support. This position requires a deep understanding of IT systems, strong problem-solving skills, and the ability to communicate complex concepts clearly. Key Responsibilities: 1. Assess client IT infrastructure and business needs to develop tailored technology solutions 2. Provide expert advice on system upgrades, integration, cybersecurity, and digital transformation 3. Collaborate with development teams to deliver software and IT services aligned with client goals 4. Manage projects from planning through to implementation and post-deployment support 5. Deliver training and documentation to clients and internal teams as needed 6. Stay up to date with emerging technologies and industry trends to enhance service offerings 7. Support business development with technical input during client proposals and presentations Requirements: 1. Proven experience as an IT Consultant or in a similar client-facing technical role 2. Strong knowledge of IT systems, software development processes, cloud services, and network architecture 3. Excellent communication and interpersonal skills 4. Ability to analyse and solve complex IT issues effectively 5. Familiarity with project management tools and methodologies 6. Degree in Computer Science, Information Technology, or a related field (or equivalent experience) What We Offer: 1. A dynamic and supportive team environment 2. Opportunities for professional development and career growth 3. The chance to work on diverse and impactful projects
Job title: 2x Architectural Assistant (Part I or Equivalent) Reporting to: Project Leader of the current project on a day to day basis and ultimately to the Senior Partner We’re looking for a creative and motivated recent architecture graduate or Part 1 Architectural Assistant to join our growing London team full-time. At Darrenn, you’ll be supported, challenged, and encouraged to contribute your ideas from day one. You’ll be involved in the concept design stage, working closely with our multidisciplinary team to bring fresh perspectives and creativity to our projects. This is more than just a first job- it’s a real opportunity to learn, grow, and develop your career in a dynamic and collaborative environment, with the potential to take on greater responsibilities over time. Responsibilities - Prepare, develop and edit, under the guidance of the project leader or nominated architect, drawings, models, images and other documents relating to the design - Seek to understand the design project - Develop, where required, representations of design options for further discussion by the design team - Contribute, or otherwise assist, as required by the Partner, Senior Partner or nominated Architect Qualities & skills required - Able to demonstrate ability to undertake the above responsibilities - Legally able to work in the country in which the position is based - Evidence of a good design understanding e.g. a good design portfolio - Ability to use a variety of media in the development and documentation of a design project - A flexible and open attitude towards new ways of working and commitment to independent, life long learning - Excellent organisational skills - Able to manage sensitive and sometimes confidential information - Self motivated and able to demonstrate initiative and a proactive approach to daily tasks and in response to direction or instruction - Good interpersonal skills and able to work independently and as part of an effective team, assisting and supporting team members - Able to build good relationships at all levels, internally and externally - Resilient to cope with conflicting demands, able to prioritise duties and work effectively under pressure and meet deadlines efficiently and effectively budget - Evidence of the ability to understand design decisions taken by others Desirable - Ability to use some of the following: MicroStation, Rhino, Revit, PhotoShop, Illustrator, InDesign, Word, Excel, Outlook, PowerPoint, Internet Explorer This description reflects the core activities of the role but is not intended to be all-inclusive and other duties within the group/department may be required in addition to changes in the emphasis of duties as required from time to time. There is a requirement for the post holder to recognise this and adopt a flexible approach to work. Job descriptions will be reviewed regularly and where necessary revised in accordance with organisational needs.
Systems (Integration) Control Engineer Location: Egham, Surrey Employment Type: Full-Time, Permanent Salary: Competitive + Benefits The Opportunity We are seeking an experienced Systems (Integration) Control Engineer to lead complex control system design and validation for high-performance hydraulic test rigs and motion simulation systems. You’ll work across software, hardware, and mechanical disciplines to ensure robust, customer-focused solutions. What You’ll Do Lead system-level design, modelling, and simulation using MATLAB/Simulink Translate customer requirements into technical specifications and system architecture Prepare control databases, test plans, and regulatory documentation Collaborate across mechanical, electrical, and software teams to ensure integration Support commissioning and post-delivery activities, including customer training Liaise directly with global customers, suppliers, and internal stakeholders Contribute to continuous improvement and new product development What You’ll Need Degree in Mechanical, Electrical, or Mechatronics Engineering At least 5 years’ experience in system integration of machinery or test equipment Familiarity with MATLAB/Simulink or equivalent system modelling tools Ability to interpret and write clear technical documentation Excellent communication skills and project ownership Willingness to travel internationally (up to 10%) Why Join Servotest? Work at the forefront of cutting-edge test technology Join a collaborative, cross-disciplinary engineering team Gain exposure to a diverse global customer base Enjoy a strong focus on career development and training Benefits Competitive salary based on experience Pension scheme Ongoing training & development Exposure to international projects Supportive, collaborative engineering environment
Job title: Registered Architect We’re seeking a creative and ambitious Full or Part-time Registered Architect to join our growing London team. At Darrenn, you’ll be seen, heard, and empowered to make your mark. You’ll take part in everything from early design concepts to project delivery, collaborate across disciplines, and bring fresh energy to our diverse and talented team. For the right person, this is more than a job — it’s a real opportunity to grow with us and take on greater responsibility in the future. Responsibilities - Understand the design project - Prepare, and develop where required, drawings, models, images and other documents relating to the design - Assist where required in the co-ordination of the internal design team - Take responsibility, where required by the project leader, for specific areas of the design and project development - Liaise, where appropriate, with members of the external design team and other associated organisations or companies - Seek, and record evidence of, continuing professional development (CPD) and an annual Personal Development Plan (PDP) in accordance with the requirements of the RIBA (or equivalent as applicable e.g. AIA, National Administration Board of Architectural Registration (NABAR)) - Contribute, or otherwise assist, as required Qualities & skills required - Able to demonstrate ability to undertake the above responsibilities - Legally able to work in the country in which the position is based - Ability to understand and formulate design decisions and present for discussion - Ability to use a variety of media in the development and documentation of a design project - Ability to take initiative in response to direction or instruction - Ability to work well under pressure and meet deadlines efficiently - A flexible and open attitude towards new ways of working and commitment to independent, life long learning - Excellent organisational skills - Able to manage sensitive and sometimes confidential information - Self motivated and able to take responsibility - Able to demonstrate initiative and a proactive approach to daily tasks - Good interpersonal skills and able to work independently and as part of an effective team - Flexible attitude - Able to build good relationships at all levels, internally and externally - Resilient to cope with conflicting demands, able to prioritise duties and work effectively under pressure while remaining calm and professional at all times Desirable - Understanding of the architects role in the co-ordination and integration of project information and management - Ability to assist with the management of junior assistant architects on the team - Understanding of financial aspects of running a design project on time and on budget - Ability to use some of the following: MicroStation, Rhino, revit, PhotoShop, Illustrator, InDesign, Internet Explorer, Word, Excel, Outlook, PowerPoint - ARB Registered This description reflects the core activities of the role but is not intended to be all-inclusive and other duties within the group/department may be required in addition to changes in the emphasis of duties as required from time to time. There is a requirement for the post holder to recognise this and adopt a flexible approach to work. Job descriptions will be reviewed regularly and where necessary revised in accordance with organisational needs.
The Role In this role, you will lead the design, development, and execution of our most complex and high-impact AI and data-driven security initiatives across the organisation. You will define the strategic direction for AI and data security architecture, owning the roadmap that ensures our systems and models are secure, resilient, and compliant by design. As a key technical leader, you will drive the adoption of modern security practices throughout the AI/ML development lifecycle—embedding security into data pipelines, model training workflows, infrastructure, APIs, CI/CD pipelines, and cloud-native platforms. You will work closely with engineering, MLOps, and product teams to ensure that models and data systems are built securely and scale effectively in a rapidly evolving threat landscape. You will also oversee the design and integration of enterprise-grade security and privacy controls across AI platforms, cloud environments, and data architecture—ensuring alignment with compliance frameworks (e.g., GDPR, ISO 27001, NIST AI RMF) and ethical AI principles. Collaborating cross-functionally with Engineering, DevOps, Data, Compliance, and Architecture teams, you’ll champion automation, threat modelling, privacy-by-design, and security-by-default across our AI and data ecosystem. This is a pivotal role that blends deep technical expertise with strategic foresight, empowering teams, strengthening our security posture, and shaping the future of trustworthy, secure AI innovation at scale. About Us At ZOG Global, we don’t just provide IT solutions, we build secure, intelligent, and scalable digital ecosystems. As a leading IT consultancy services in the UK, specialising in cybersecurity, automation, and software development, we help businesses stay competitive and secure. Our expertise spans advanced cybersecurity solutions, advanced AI-driven automation, and next-gen software development, ensuring our clients have the tools to innovate fearlessly while staying secure. At ZOG Global, we foster a culture of innovation, collaboration, and continuous learning, where every team member plays a crucial role in shaping the future of secure technology. Join us to work on challenging, high-impact projects, collaborate with some of the brightest minds in the industry, and drive security innovation at scale! Key Responsibilities • Secure AI/ML workloads running on cloud-native platforms such as SageMaker, Azure ML, Vertex AI, and custom Kubernetes-based training clusters. • Design isolation strategies and access controls for GPU-enabled instances, model endpoints, and distributed training environments. • Assess cloud-hosted AI services and APIs for misconfigurations, data leakage, and privilege escalation risks. • Ensure adherence to AI-specific regulatory frameworks (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) and responsible AI principles. • Contribute to the development of internal AI governance policies covering model transparency, fairness, and accountability. • Collaborate with legal, compliance, and data teams to assess ethical risks and implement guardrails for generative AI usage. • Design secure data pipelines and storage architectures that support privacy-preserving AI workflows and model training at scale. • Implement differential privacy, encryption-at-rest/in-transit, and federated learning where applicable to protect sensitive training data. • Evaluate and secure third-party datasets, embeddings, and model artefacts integrated into enterprise AI solutions. • Collaborate with data architect and analysts to assess model explainability, adversarial robustness, and model inversion risks. • Architect end-to-end AI/ML platforms with security-by-design principles, from data ingestion to inference. • Define secure model-serving architectures, including API protection, input validation, and rate-limiting mechanisms. • Support the design of scalable LLM and vector database infrastructure with appropriate access controls and logging. • Promote security standards for AI model reuse, supply chain integrity (e.g., ML model provenance), and open-source model vetting. • Embed security into CI/CD pipelines using automated security tools. • Develop and deploy security-as-code solutions for cloud and container environments. • Automate security compliance checks, vulnerability scanning, and incident response workflows. • Secure cloud-native applications, Kubernetes clusters, and serverless environments. • Perform security assessments, threat modeling, and risk mitigation strategies. • Ensure adherence to industry security frameworks (e.g., NIST, ISO 27001, CIS, SOC 2). • Define security policies, best practices, and threat mitigation strategies. • Drive security awareness and DevSecOps culture across teams. What We’re Looking For • 6+ years of experience in cybersecurity, including 3+ years in DevSecOps, Application Security, Cloud Security, or Security Architecture roles, ideally with exposure to data-driven or AI/ML environments in enterprise or consultancy settings. • Professional certifications that demonstrate depth and breadth in cloud and security domains (e.g., CISSP, CCSP, SC-100, OSCP, AWS Security Specialty, or DevSecOps certifications). • Strong understanding of AI/ML security principles, including model integrity, data lineage, adversarial threat mitigation, input validation, and governance of generative AI systems in line with emerging AI regulations and privacy standards. • Demonstrated ability to embed security into CI/CD and MLOps pipelines, driving DevSecOps automation using Infrastructure as Code (IaC) and security-as-code practices. • Hands-on experience with security testing frameworks, including SAST, DAST, SCA, fuzz testing, and API security validation, using industry-standard tools and custom automation workflows. • Strong command of cloud platforms (AWS, Azure, GCP), including AI/ML services, Kubernetes, serverless architectures, and container security tooling. • Skilled in automating security controls and infrastructure compliance using tools (Terraform, Ansible, Jenkins, GitHub Actions, or similar). • Deep understanding of SIEM, SOAR, IAM, and cloud-native monitoring for real-time detection, incident response, and compliance reporting. • Proficient in scripting and automation using Python, Bash, Go, or similar languages to build scalable, repeatable security workflows. • Familiarity with key security and compliance frameworks, including MITRE ATT&CK, NIST CSF, OWASP SAMM, CVSS, STRIDE, PCI-DSS, GDPR, and emerging AI-specific standards (e.g., NIST AI RMF, ISO/IEC 42001). • Experience in data and AI security architecture, including data classification, secure data lakes, model provenance, encryption, key management, and regulatory compliance across hybrid cloud ecosystems. • Ability to design secure, scalable microservices and model-serving architectures, advocate for Zero Trust principles, and drive secure API and identity integration across enterprise environments. • Strong collaborator with experience leading cross-functional security initiatives, participating in vendor/tool evaluations, and aligning architecture with governance requirements. • Effective communicator who can translate complex security and AI risk topics into actionable guidance, foster DevSecOps and MLOps culture, and advocate for security best practices across technical and business teams. • Deep understanding of data security, governance, and compliance in cloud environments. • Experience in compliance processes, interfacing with external consultants, and handling customer security requirements. • Ability to solve highly complex security challenges intuitively and effectively. If you live and breathe AI and application security, can navigate complex systems, crave learning new things, and would like your work to have positive impact on all our initiatives, then this role is for you.
We are an architecture and design firm based in East London specialising in swimming pools, saunas, spas & steam rooms that requires an architectural intern to join our design team and assist in defining and delivering new projects. The selected intern will be working on live projects starting the second quarter of 2025 and would also get the opportunity to work on the 2025 pipeline growth, so good SketchUp skills and expertise in any relevant 3-D software are a must, apart from the obvious understanding of AutoCAD and Microsoft Office. You will be working with a senior design consultant to conduct research activities for potential clients, sketch concepts, and produce 3-D illustrations and working drawings. You will support planning activities, communicate status and progress of projects through meetings and reports. You would also get the chance to design and implement drawing templates and actively suggest improvements to existing processes. To be successful you would need to be an Architecture / Interior Design graduate who is interested being a designer of luxury homes as a career moving forward and open to new ideas and approaches at all times. Key objectives to keep in mind for this internship are to develop project management skills, manage workflow and show passion + enthusiasm for being with a fast growing company. This is an excellent opportunity to join a niche design firm that has a number of exciting projects coming up. Location: East London Duration: The internship will start in April 2025 and will last 6 months, after which permanent employment offering up to £36,000 per year may be offered based on performance. Remuneration: During the internship you will be given free accommodation and paid £100 per week as expenses, plus provided free lunch and dinner if you need to work past 6 pm.