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We are looking for a Machine Learning Ops Engineer to help operationalise machine learning across Affinity Water on a 24 month FTC. Youll work with data scientists, engineers, architects, and stakeholders to deploy, monitor, and maintain ML models in robust, scalable, and secure production environments, turning advanced analytics into sustained business value. What Youll Do Build, maintain, and optimise automated ML deployment pipelines with CI/CD, containerisation, and orchestration. Monitor model performance, data drift, and system health to ensure reliability and availability. Support ML platforms and infrastructure on-premise or in the cloud (AWS, SageMaker), ensuring scalability and security. Collaborate with data scientists to productionise models and embed ML Ops best practices across the organisation. Ensure governance, compliance, documentation, and reproducibility of ML pipelines and models. Provide 2nd/3rd line support, manage release cycles, and resolve incidents efficiently. Continuously improve ML Ops processes, tooling, and automation for efficiency and reliability. What Were Looking For Essential: 5+ years experience in MLOps, DevOps, or related roles. Strong knowledge of ML lifecycle management, deployment, monitoring, and model maintenance. Hands-on experience with Python (and ML frameworks), containerisation (Docker/Kubernetes), CI/CD pipelines, and cloud ML services (AWS SageMaker preferred). Experience with infrastructure-as-code, production-grade Linux environments, and API services (Flask/Gunicorn). Proficiency in building automated, reliable ML pipelines with structured and unstructured data. Excellent problem-solving, analytical, and communication skills; self-motivated and organised. Ability to embed best practices for governance, reproducibility, and operational excellence. Desirable: Experience with feature stores, model registries, real-time serving, and model retraining automation. Integration of ML systems into business applications or APIs. Exposure to Water Industry data, systems, and processes. Benefits: Salary: From £60,000 dependant on skills and experience Able to work from the Hatfield office at least 2 days per week, with flexibility to spend additional days on-site as required by the programme Learning and development opportunities, including mentoring and a range of formal courses and open learning resources. Entry into the company annual bonus scheme Annual leave from 26-30 rising with length of service, and the option to purchase up to 5 extra days. A Celebration Day in addition to public holidays that people can use to celebrate a religious festival or other occasion that is important to them. A generous 'double match pension scheme' that doubles the contributions you make (company contribution capped at 12%) We offer a range of family benefits including enhanced Maternity, Adoption, Paternity, Shared Parental Leave, Fertility Support Leave and up to 5 full or 10 half days of paid Carers Leave. Menopause policy and Reasonable Adjustment policy to help everyone perform at their best. Access to our Wellbeing Centre with support for looking after your physical and mental health. Discounts at a Range of Retail Outlets and on Dental and Medical Insurance through our Tap4Perks scheme. Up to 4 Affinity days a year to volunteer in the community. Life Assurance. Disability Confident As a Disability Confident employer, were committed to offering interviews to disabled candidates who meet the essential criteria and opt in on the application form. Ask the Talent Acquisition lead for the full job description to see all the criteria. If we have a very high volume of applicants and were not able to offer interviews to all, well take a fair and proportionate number of disabled candidates through. Affinity Water recognises the benefits of greater diversity in our workforce to better reflect the communities we serve. We are committed to building a more inclusive culture where every member of our workforce can thrive. TPBN1_UKTJ

As the Tooling Design Engineer, you will be working alongside a market-leading Defence and Aerospace company who are constantly growing and developing. Close liaison of activities with Industrial Engineering, Production Engineering, and other functions. Ability to design new tooling, developing from

Proven experience within a Mechanical Design Engineer, Tooling Engineer or Manufacturing Engineer role. As Mechanical Tooling Engineer, you will be responsible for the design and development of bespoke tooling, fixtures, jigs and assembly solutions to support low-volume prototype builds and manufact

This role plays a key part in enabling high-quality production through strong engineering leadership, pro.

Key Responsibilities Design and develop bespoke tooling, fixtures, jigs and assembly aids for prototype and low-volume manufacturing Create robust mechanical design solutions to support assembly, integration and build activities * Produce detailed 3D CAD models, manufacturing drawings and techni

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Read and understand engineering drawings and diagrams. Strong understanding of engineering drawings and diagrams.

Are you an experienced Mechanical Maintenance Fitter looking to take your career to the next level?.Our client in Northumberland is seeking a Heavy Plant Fitter to join their dynamic maintenance team, where every day brings new challenges and opportunities!.We are on the lookout for an experience Ma

Degree-qualified in Manufacturing Engineering, Electrical Engineering, Aerospace Engineering, or a related engineering discipline. Identify and implement tooling, fixture, and process improvements to enhance manufacturing capability and repeatability. Proven experience in a Manufacturing Engineering

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Close liaison of activities with Industrial Engineering, Production Engineering and other functions as necessary. We provide full lifecycle engineering support, including prototype development, integration of build documentation and production support until the end of product life. We are looking fo

The successful applicant will come from an assembly/mechanical engineering background and will have access to an excellent in house training platform. Once trained you will be able to inspect & sign off finished machinery, report back any potential quality issues and work with the engineering te

Degree, HNC/HND, apprenticeship, or equivalent qualification in Manufacturing Engineering, Mechanical Engineering, Precision Engineering, or related discipline. We are seeking an experienced Senior Manufacturing Engineer to lead CNC machining strategy and advanced tooling initiatives within the Comp

Close liaison of activities with Industrial Engineering, Production Engineering, and other functions. Providing Basis of Estimates for engineering activities and shop floor operations. Identifying any new tooling & fixturing requirements.

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A growing engineering business is looking for a Design Engineer to deliver bespoke projects from concept through to production and commissioning. Opportunity to work within a collaborative, growing engineering team. The business is experiencing steady growth and places a strong emphasis on innovatio

Precision Engineer, Model Maker, Manufacturing Engineer and all related job titles encouraged to apply. Toolmaker (Precision Engineer). The ideal candidate will be a proactive and detail-oriented engineer who takes pride in producing work of the highest quality.

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Read and interpret engineering drawings and manuals. Work collaboratively with engineering and production teams to minimise downtime. NVQ Level 3, City & Guilds, apprenticeship, or equivalent in Mechanical Engineering.

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We’re looking for a skilled Manufacturing Engineer to join a fast-paced, high-spec engineering environment working on complex, precision-machined components. Ready to push precision engineering to the next level?. What you’ll be doing as Manufacturing Engineer:.

We are seeking an experienced Manufacturing Engineer to join a dynamic and innovative engineering environment.

Previous experience as a Manufacturing Engineer, Process Engineer or Production Engineer. Background within fabrication, heavy engineering or a comparable manufacturing environment. Our client is a well-established engineering manufacturer operating within a design-to-manufacture environment.

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