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Job Title: Recruitment Franchisee. (Self-Employed) Location:Remote Home Based (Work from anywhere in the UK.) Reward: Realistic, Year 1 earnings of £50K increasing too £75K in year 2, and year 3 of £85K+. Timing: June 2025 Start. Rayner Personnel are seeking Franchise Recruitment Directors with a hunger for success and a taste for the high life. If you've got a background as a Mortgage Adviser or in telephone sales, especially recruitment, then this opportunity is tailor-made for you. Becoming a Rayner Franchise owner, will give you the freedom to run your own business from home, set your own hours, and work the way you want. while maximising your earning potential, We offer unrivalled opportunities: Rayner Personnel have established clients in place, with jobs to fill immediately, and we are looking for hungry Sales Professionals that can deliver a customer centric service to the UK’S largest financial services providers. About Us: Rayner Personnel is one of the UK’s leading Talent Partners in the Property and Financial Services sectors and was established over 10 years ago. We are a team of over 30 Recruitment professionals that specialise in connecting exceptional talent with industry leading businesses and providing tailored recruitment solutions. The Role: As a Self-Employed Recruitment Director, you’ll have the autonomy to build and grow your own business, with the full support of Rayner Personnel and as part of our established brand which provides you with the full support of a team of dedicated Recruitment professionals who are committed to your success. You’ll focus on developing client relationships, sourcing top talent, and delivering exceptional recruitment services in the Financial Services sector. What We Offer: • Uncapped Earning Potential: You keep half of everything you bill, with no limits and no catches., • Established Brand Support: Leverage the reputation and tools of a leading recruitment business., • Flexibility: Work from anywhere and manage your own schedule., • Training and Development: Access to ongoing training, mentorship, and industry resources., • Collaboration: Be part of a supportive network of over 30 experienced recruitment professionals. What We’re Looking For: • Proven experience in direct telephone sales of a tangible service or product., • Self-motivated with an entrepreneurial mindset., • Strong business development and client management skills., • Excellent communication and relationship-building abilities., • A passion for helping businesses and candidates succeed., • Money hungry with a desire to create your own future success. Ready to Take Control of Your Career? Join us as a Self-Employed Recruitment Consultant and unlock your potential to shape your future while benefiting from the support of trusted industry professionals. Want to know more? Click apply now or feel free to give Darren Robins a call on 020-3989-9455 for a confidential chat and to learn more about this amazing opportunity !

Shape the Industry and Your Career At Cytora, now an Applied Systems company, we’re transforming how insurers and brokers connect, operate, and grow. Our AI-powered platform is driving smarter decisions, greater efficiency, and seamless collaboration across the global insurance ecosystem. As we accelerate digital transformation, we’re looking for curious, collaborative minds ready to help shape what’s next. If you’re energized by innovation and inspired by impact, your future starts here. Position Overview As a Senior Backend Engineer at Cytora, you will be joining a backend functional team. As such, the teams are small (maximum 4/5 people) and work independently of each other. Each team has a technical lead and a product owner steering the team to make sure we deliver the right features. Regardless of team you join, you will be prototyping, implementing, shipping and supporting features that are changing the insurance industry. The core of our product is to digitize risks and to accomplish that we rely heavily on Generative AI. Our engineering and product teams are distributed across Europe. Below you can find the required and preferred qualifications. We made this list quite extensive so that you also get a taste of our tech stack! This role requires experience with: Git (we use GitHub) Python (buzzwords: msgspec, httpx, pydantic, fastapi, structlog, sqlalchemy, alembic, jinja2, pytest, ruff, mypy) Mypy (we use mypy, a lot. We also welcome candidates with experience with other static type checkers!) Rest APIs (we use openapi spec to document our apis) Relational Databases (we use Postgres) Docker (we use Docker to package our code, and docker-compose to run it locally) AWS Lambda (The vast majority of our backend code is deployed as AWS Lambda functions) AWS S3 AWS RDS AWS API Gateway AWS SQS AWS SNS AWS SES This role benefits from experience with: Redis GCP VertexAi (we use gemini a lot) GCP BigQuery (we use it to power our analytics) OCR engines (we use AWS Textract, GDocAI, and we have used tesseractOCR in the past) Prompt Engineering Kubernetes CircleCI DataDog Auth0 Role Based Access Control JsonSchema Pusher (we use it to push notifications to our Frontend Web App) LocalStack (we use it to mock AWS services locally) Terraform Why Cytora We’re building the future of insurance and we’re doing it together. At Cytora, now an Applied Systems company, we’re driven by a shared mission to transform the industry through AI-powered solutions that deliver smarter decisions, stronger connections, and better outcomes. We foster a culture that values who you are and recognizes that you’re more than your role: you’re a teammate, and you matter. We thrive on the strength of our diverse experiences and celebrate the uniqueness each person brings to work every day. We believe flexibility fuels performance. Whether remote, hybrid, or in-office, we empower our teams to work in ways that work best for them. Here’s what you can expect when you join us: Competitive salary Flexible working and remote options Professional development budget & conference access Annual company retreats A mission-driven culture that puts people first Location Cytora are a remote-first company. For this role you can be based anywhere in the UK or Ireland provided you have fluent spoken and written English, and have the permanent right to work without requiring visa sponsorship. AI Utilization We leverage AI tools to streamline parts of our recruitment workflow (such as resume parsing and interview scheduling). However, candidate screening, interviews, and final decisions are conducted by real humans. EEO Statement Applied Systems is proud to be an Equal Employment Opportunity Employer. Diversity and Inclusion is a business imperative and is a part of building our brand and reputation. At Applied, we don’t discriminate, and we are committed to recruit, develop, retain, and promote regardless of race, religion, colour, national origin, sex, sexual orientation, gender identity, disability, age, veteran status, and other protected status as required by applicable law.

We are looking for a confident and highly motivated Business Development Manager to join us at OrderYOYO. We are growing rapidly across all of our markets in Europe and expanding to more countries in Europe over the next year, here’s how you can part of that! ORDERYOYO’s Mission: We help takeaways and restaurants succeed online by providing them with personalised branded mobile apps, websites and personalised marketing. We are here to ensure that small to medium-sized restaurants and small chains are not subjected to high commissions, and giving the restaurant the ownership of their success! Here’s a taste of what you’ll be doing: Our BDMs are responsible for the overall success of their region. Your core focus will be growing your estate through New Business sales, this will likely take up 80% of your time, you will also continue to build and maintain relationships with your existing restaurant partners, helping them grow and succeed. Location: Field Sales, Based in Leicester What We Offer: Competitive salary plus uncapped bonus Great UNCAPPED bonus structure. Casual branded working attire provided A Social & Vibrant environment – We want you to enjoy being at work. Casual Dress. Monthly Friday socials & extensive social activities calendar. Monthly Sales Conferences & Quarterly National Conferences. 2 Annual companywide parties. Genuine progression and career development opportunities. What We Are Looking For In You: We need motivated individuals who aim for the top ! Strive to hit sales targets and be the best they can be Self-motivated with a pro-active approach to sales. Adaptable in a growing company and developing industry. Effective planning to ensure efficiency in your day Previous customer facing sales experience would be an advantage. Someone with initiative, who is able to work as part of a team and individually. We’re all about personality and energy – We love enthusiasm! A full valid driving license is required for this role. Who we are at OrderYOYO: We strive to empower and liberate all, by celebrating individuality and encouraging our team members to bring their authentic selves to work. Our restaurant partners are diverse, and our passion to help them succeed is what unites us. By valuing and respecting each other's contributions, we create a vibrant workplace where everyone can thrive and make a meaningful impact. Together, we promote a culture of recognition, appreciation and equal opportunities.

📌 Position Title: AI Product Specialist 🌍 Location: Remote - Europe ⏰ Working Rhythm: Innovation is a 24/7 pursuit, but we value your downtime. While our typical working hours are 9am-5pm in your timezone, we embrace flexibility and trust you to manage your schedule to meet your individual needs and peak productivity times. Occasionally, longer hours may be to tackle challenges, support new releases, or contribute to time-sensitive initiatives. 📝 Contract Type: Permanent 🤝 Reporting To: Chief Product Officer 📅 Start Date: April 2026 Role We're looking for someone who lives at the edge of AI possibilities—someone who wakes up thinking about what they can build with the latest models, tools, and techniques. You're the kind of person who has strong opinions about Claude vs ChatGPT vs Gemini because you've actually shipped things with all of them. You experiment relentlessly, you vibe code like others scroll social media, and you want to build the future. As our AI Product Specialist, you'll be our internal R&D lab and strategic advisor rolled into one. You'll prototype agentic experiences, pressure-test new AI capabilities, and help me make smart bets on what we should build. You'll balance hands-on building with strategic thinking—shipping experiments fast while developing frameworks for how we should think about AI across our product. At Nexford we're building a new kind of university: one that's affordable, flexible, relevant, and 100% online. One that prepares learners for the careers of tomorrow, without the burden of student debt. Key Responsibilities • Ship rapid AI experiments: Build working prototypes of agentic workflows, conversational interfaces, and AI-assisted features. Move from idea to clickable demo in days, not weeks. You're comfortable with imperfect MVPs that teach us something and can help get buy in for deeper investment., • Develop strategic recommendations: Translate hands-on learning into actionable guidance for the CPO. Where should we invest our AI resources in?, • Stay bleeding-edge current: The AI space is rapidly changing, with new models and techniques regularly emerging. You’ll stay on top of the latest and encourage us to integrate new concepts., • Design agentic experiences: Go beyond chatbots and build fully agentic systems with orchestration., • Bridge technical and product thinking: Translate between what's technically possible and what creates real user value., • Cross-functional Collaboration: Collaborate with cross-functional teams across Nexford, including Learner Success, Academic Operations, Technology, and Marketing, to ensure a cohesive and seamless learner experience. Additionally, foster successful market introduction of new products, features, and experiences., • Data-Driven Decision Making: Utilize user research, data analytics, and learner feedback to assess product performance, identify areas for improvement, and inform future iterations., • Continuous Improvement: Promote a culture of continuous improvement, iterating on products and services based on feedback and data insights. Skills & Qualifications • 2-4 years working to ship features and products, with meaningful AI experience: You've built real features that real users have used. Bonus if you've worked on conversational AI, agents, or developer tools., • Vibe coding as a superpower: You can go from idea to working code fast. You're comfortable with Claude/Cursor/Copilot/Lovable/v0 and whatever comes next. You write code to think, not just to ship. You know when to polish and when to stay scrappy., • Deep curiosity about AI tools and techniques: You have strong opinions (weakly held) about RAG architectures, prompt engineering, function calling, fine-tuning, and when to use what., • Tinkerer mentality: You build side projects. You have a personal AI stack. You like to experiment., • Product taste alongside technical chops: You know the difference between a cool demo and a useful feature., • Clear communication: You can explain complex AI concepts to non-technical stakeholders to get buy-in and build a shared understanding. If you're passionate about transforming lives through education and have a proven track record of delivering exceptional customer experiences, we encourage you to apply!

Tradin Organic, the global front-runner in organic ingredients, started its journey 40 years ago with its HQ in Amsterdam. Today, we have grown to source, process, and supply over 150 delicious organic ingredients from 60+ origins worldwide, holding a diverse range of certifications. We offer a wide range of products from frozen fruit and vegetables, dried fruits, coffee, cocoa, cereals, rice, sugar, soya, pulses, seeds, nuts, oils, fats, fruit concentrates, dairy products, seasonings, sweeteners and more. Our full-service portfolio impacts and is built on an extraordinary supply chain of farmers, traceable sourcing projects, quality assurance, sustainability initiatives, and in-house processing facilities such as Crown of Holland and Suncomo. Tradin Organic has offices worldwide, fostering a vibrant and diverse environment. We are a part of Acomo N.V. with headquarters in Rotterdam. Acomo N.V. is an international group with as its principal business the sourcing, trading, treatment, processing, packaging, and distribution of conventional and organic plant-based food products and ingredients. Acomo N.V. is listed at the Amsterdam Stock Exchange. Together, we supply organic ingredients that taste good and do good. Join us in our mission to make organic everyone’s first choice. For our office in the center of Amsterdam, The Netherlands, we are looking for a: UK Sales Manager (Tradin Organic) Location: Remote (UK) with travel opportunities Type: Full-Time About the role: As the UK Sales Manager, you will play a pivotal role in shaping and growing Tradin Organic’s presence in the UK. This position offers a clear pathway for leadership development and long-term career growth. You will have the autonomy to build and expand a diverse portfolio of strategic accounts, while also identifying new opportunities to enhance our market share. Working closely with various business units, you will develop and execute a comprehensive UK market strategy that drives commercial success. This role offers the chance to progress into a more strategic position as you contribute to Tradin Organic’s growth in the UK market. Key Responsibilities Collaborative Strategy Building: Develop and execute a comprehensive UK market strategy, driving sales growth, profitability, and market expansion in close collaboration with Business units while ensuring alignment and collaboration across different functions. Collaborative Strategy Building: Develop and execute a comprehensive UK market strategy, driving sales growth, profitability, and market expansion in close collaboration with Business units while ensuring alignment and collaboration across different functions. Collaborative Strategy Building: Develop and execute a comprehensive UK market strategy, driving sales growth, profitability, and market expansion in close collaboration with Business units while ensuring alignment and collaboration across different functions. Build and Nurture Relationships: Develop and maintain strong, trusted partnerships with existing accounts, focusing on long-term growth and mutual success. Market Expansion: Identify and secure new business opportunities within the UK food market, leveraging innovative approaches to enhance market share. Negotiation Leadership: Lead negotiations with customers of all sizes, ensuring mutually beneficial agreements that drive profitability and growth. Represent & Advocate: Represent Tradin Organic at industry events and with key stakeholders to enhance visibility and credibility in the UK market. Strategic Awareness: Continuously monitor trends, customer needs, and competitor activity to refine our UK strategy. Drive Commercial Impact: Lead efforts to maximize revenue, profitability, and market share, with a focus on achieving tangible business results. Build and Nurture Relationships: Develop and maintain strong, trusted partnerships with existing accounts, focusing on long-term growth and mutual success. Build and Nurture Relationships: Develop and maintain strong, trusted partnerships with existing accounts, focusing on long-term growth and mutual success. Market Expansion: Identify and secure new business opportunities within the UK food market, leveraging innovative approaches to enhance market share. Market Expansion: Identify and secure new business opportunities within the UK food market, leveraging innovative approaches to enhance market share. Negotiation Leadership: Lead negotiations with customers of all sizes, ensuring mutually beneficial agreements that drive profitability and growth. Negotiation Leadership: Lead negotiations with customers of all sizes, ensuring mutually beneficial agreements that drive profitability and growth. Represent & Advocate: Represent Tradin Organic at industry events and with key stakeholders to enhance visibility and credibility in the UK market. Represent & Advocate: Represent Tradin Organic at industry events and with key stakeholders to enhance visibility and credibility in the UK market. Strategic Awareness: Continuously monitor trends, customer needs, and competitor activity to refine our UK strategy. Strategic Awareness: Continuously monitor trends, customer needs, and competitor activity to refine our UK strategy. Drive Commercial Impact: Lead efforts to maximize revenue, profitability, and market share, with a focus on achieving tangible business results. Drive Commercial Impact: Lead efforts to maximize revenue, profitability, and market share, with a focus on achieving tangible business results.

Role: National Account Manager + New Business EMEA region.Location: Predominately remote - 1/2 days a month in London for meetings.Salary: Up to £55,000 plus bonus and flexi working/perks!.Ready to take your new business / account management skills to the next level? We’re looking for a seasoned

Senior Account Executive, EMEA.Join a well established, PE-backed B2B SaaS company selling enterprise finance technology into the Office of the CFO, hiring senior enterprise sellers to scale EMEA revenue during a major growth phase.This is a full cycle, land and expand role, built for someone who ca

Fulchester Consultant, on behalf of a leading UK Home Care organisation, is seeking an accomplished and values-driven Growth Director.This is a high-impact senior leadership role responsible for driving regional expansion, commercial performance, and operational excellence across a significant portf

The Sales Director – Materials Testing Services is responsible for leading the commercial growth strategy for our materials testing business across Europe.This role drives revenue growth, market expansion, and customer retention by promoting SGS's comprehensive portfolio of materials characterizat

Talent Frame are delighted to partner with our client on a fantastic Bid Manager role.This permanent position supports the end-to-end delivery of tender and framework submissions for a highly specialist, and growing, technology firm.This is a standalone bids role, and you must be comfortable operati

I am currently looking for a CRO Business Development Manager for a small global full service clinical Contract Research organization with a great culture and an excellent track record and footprint across Europe.I am ideally looking for an Inside Sales Manager with at least 2 years experience of wo

We are seeking an experienced Interim Commercial Manager to support a global engineering business undergoing a major commercial and operational transformation.The organisation is moving from a decentralised, multi-entity structure to a standardised global operating model, including the implementatio

Passionate about biscuits? Want to join one of the fastest growing food companies in Europe?.As proud bakers, we don’t compromise on the quality of ingredients in our products, or the people we hire.We are looking for ambitious and entrepreneurial individuals who share our passion for baking bette

Join the team transforming commercial insurance through data, AI & market intelligence.At Broker Insights, we're changing how brokers and insurers work together using intelligent data, AI-driven recommendations, and market insight.Our platform, Broker Insights Vision™, standardises commercial insu

Double-digit growth over the last 4 years.Wound care and skin integrity products.Delivering product training across established frameworks.Strong track record of internal promotion.Field-based education and support role covering South Wales, Hereford, Worcester & Worcestershire.You'll work with TVNs

Taylor Hopkinson have partnered with a global leader in green technology, dedicated to providing cutting-edge renewable energy solutions for enterprises, governments, and institutions worldwide.Their mission is to address the challenges of achieving a sustainable future by innovating to reduce the p

Wheelchair & Seating Specialist (Area Sales Manager) – NHS Wheelchair & Seating Division.We are recruiting for two territories:.Etac is a world-leading developer of ergonomic assistive devices, patient handling solutions, wheelchairs and specialist seating products.Our ambition is to improve quali

Title: Commercial Account Executive.Salary: Negotiable + Benefits + Bonus.We are currently looking for a Commercial Account Executive to join the exciting and progressive team in Cardiff.The Commercial Account Executive is an important sales and advisory position and your role will primarily involve

Intellias is a European-founded AI, Data and Software Development company with global delivery capability across Europe, India and Latin America.For more than 20 years, we've empowered our customers to embrace innovation at scale and contributed to the success of the world's leading brands.The compa

We are experts in digital transformation and proud to be a Salesforce Summit Partner and an AWS Advanced Tier Services Partner with 15 years of proven experience developing solutions, supporting services and driving customer success.Our certified consultants and developers build future-proof, innova

A leading digital marketplace supporting technology vendors with their go to market offering is looking for experienced Account Executives to support a phase of significant growth.A global business with customers across the UK, North America and Europe that has undergone structural changes in recent

Europe's offline skincare shelves are your blank canvas.No playbook yet — you'd write it.This is a ground-floor opportunity to build our entire European retail presence from scratch, backed by a brand with 1.M+ customers and a proven online track record.We are America's largest online Ayurvedic ho

Inside Sales Representative (Dutch-speaking).IWG currently has several openings for Inside Sales Representatives working within our Global Sales Teams.In this role you’ll handle incoming and outcoming calls or emails to present our products, workspaces, and services, helping new and existing custo

Technical Account Manager - AI SOC Start Up Vendor.UK Remote | Up to £150,000 Base + Bonus + Benefits.StealthWatch is partnering exclusively with a fast-growing AI-powered Security Operations (SOC) vendor that is transforming the way organisations detect, investigate, and respond to cyber threats.F

Job Title: Solution Sales Manager.Executive Integrity is partnering with a market leader in digital weather intelligence for offshore and renewable energy.Their technology already underpins critical operations across the North Sea and beyond.Now they are making a strategic investment in the UK marke

The Business Development Manager will play a pivotal role in driving Aiko Solar's growth within the Distributed Generation (DG) and Commercial & Industrial (C&I) solar markets in the.This role focuses on developing strategic distribution channels, engaging EPCs and medium-sized developers, and enhan

Not only is there a £200k revenue book to inherit here, this is a rare opportunity for a Commercial Account Executive who would like to specialize in the interesting world of marine insurance.As you can probably guess, a lot of these clients are along the coasts of the UK, meaning you'll have some

Business Development Manager – Structural Warranties.Performance-Related Commission Structure.Realistic First-Year OTE: £40,000+ Excellent long-term earning potential through the development of introducer and referral partner relationships.Build Warranty is a leading provider of structural warran

Enchant Agency is a leading eCRM agency based in London, UK.We specialise in helping ambitious brands excel in email strategy, analytics, creativity and email technology.Dedicated to delivering impactful and effective campaigns, we work closely with clients to ensure their email marketing achieves m

Commercial Enterprise Sales | Financial Services | UK | Remote (Approx 15% Travel).An innovative and rapidly growing analytics software company is looking to appoint a.This organisation has developed a highly advanced analytics platform used globally by government agencies, intelligence organisation

Construction SaaS | Future Head of Sales Opportunity.Basic Salary | £100,000 - £120,000 OTE | UK.Most Account Executive roles offer you a territory.Our client is a fast-growing international SaaS business with several global offices.Their software gives construction contractors a very simple and e

Quirky is a search-first agency built for ambitious brands who refuse to settle 👊.We are a team of specialists who know how to build visibility, trust and authority in competitive markets.From advanced local search strategies to generative search optimisation, our focus is on delivering results t

Up to £100,000 Base | £260,000+ OTE (Uncapped) | Hybrid / Remote UK.I’m currently partnering with a high-growth cybersecurity services provider that is looking to hire an experienced.My client is a growing cybersecurity and managed services provider delivering enterprise security, cloud, infrast

Malaberg is a scale-up transforming lives with premium health, nutrition, and skincare brands, built entirely in-house as we scale across the UK and US markets.In this standalone role, you will own a high-potential acquisition channel from the ground up.Partnering with our in-house specialists in co

Key Account Manager – On Trade – London.Do you want to play a part in growing the UK No.Do you want to sell every bartender’s favourite cocktail liqueur – Briottet?.Do you want to represent the UK most desired artisanal brand portfolio across London?.If you do, then we are looking for a Key

Want to take your sales career to the next level? Look no further than memoryBlue, the fastest-growing sales development company in B2B tech.With clear pathways to help you climb the ladder and plenty of opportunities for growth, we offer careers, not just jobs.In fact, we promoted 50 team members i

Interesting and very competitive package, which will be discussed further during the initial call.Upon agreement, based on the selected candidate’s availability.Our customer is one of the world’s.The company serves a wide range of industries, providing advanced solutions that enhance product vis

Eastside Co is looking for a Shopify Business Development Manager to help us win high-quality ecommerce and Shopify projects with ambitious brands.We’re looking for someone who understands consultative selling, not hard selling.This role is about diagnosing commercial challenges, building trust wi

Are you an experienced Recruiter interested in launching your own business?.Maybe you're not taking home as much as you should?.Maybe you require more flexibility?.Maybe your perks aren't all they're cracked up to be?.Partnering with Recruiter Labs typically results in earning close to 3x more than

Specialising in both the distribution and manufacture of a number of chemical products and offering an impressive wide range of chemical manufacturing capabilities on behalf of its customer base.We are currently recruiting for their construction materials division for an experienced and driven sales

Peak Outsourcing International by cultivating and closing new client accounts.You'll be responsible for the entire sales cycle, from prospecting through various channels (lead generation, cold calling, digital) to building strong relationships with senior management, understanding their needs, and p

This role will act as a central commercial integration point across Precious Metals Recovery, connecting international growth strategy, engineering development, operational performance and market intelligence into robust, scalable commercial business cases.The role will lead the development of strat

We help fast-growing online brands advertise on television, the kind of brands that judge every pound of advertising on what it brings back, not on how the ad looks.We work across 50+ countries, operating out of the UK, Canada and East Africa, for clients in areas like online gaming, online-first re

As CRM Administrator, you will play a key role in supporting and improving Alight Media’s CRM environment and wider business systems.Acting as the first line of support for CRM users across the business, you will help maintain data quality, support users, manage tickets, and contribute to ongoing

Business Development & Sales Manager – UK Cyber & ICT Services.PSD Group are partnering exclusively with a highly respected defence and security organisation seeking a high-calibre Business Development & Sales Manager to drive growth across Cyber and ICT Services within Defence, Government and UKI

FitPoint Talent Solutions has been engaged to identify an exceptional senior leader for a confidential client operating in the executive development and coaching sector.This is a high-calibre appointment for a commercially credible, people-led executive who can bring strategic direction, operational

Head of Sales & Business Development, UK & RoI.Defence Tech Innovator - Defence Simulation.We are exclusively retained on a strategically important appointment within the UK defence simulation market.Our client is seeking a Senior Sales & Business Development Manager (Head of Sales & Business Develo

Director of Sales, EMEA (GTM Leadership).Every enterprise AI team deploying LLMs and ML models at scale faces the same uncomfortable reality: once a model goes into production, it becomes a black box.Hallucinations, drift, bias, performance degradation - without the right tooling, you're flying blin