ML Engineer
Role details
Job location
Tech stack
Job description
At Newcastle United, we strive to stay at the forefront of innovation, and this role is central to that ambition. As an ML Engineer, you will leverage cutting-edge machine learning technologies to enhance our digital solutions and accelerate the testing and validation of data science hypotheses. Your work will help us evaluate advanced measures of player performance, such as Expected Possession Value (EPV), and build out our modelling capability beyond the transfer market., * You will apply the latest advancements in ML and data science to enhance digital products and services.
- Own the full model lifecycle from prototype to production, including deployment, monitoring, and iteration.
- Build and refine EPV models to quantify the impact of player actions and team strategies.
- Design and implement statistical models for player skill evaluation.
- Evaluate and select ML technologies with a focus on meaningful business impact.
- Collaborate with coaching staff, recruitment, data teams, and external vendors to deliver effective solutions.
- Communicate findings clearly to technical and non-technical stakeholders using visual storytelling.
- Stay informed about emerging trends in ML, ensuring transparency, fairness, and accountability., A prominent healthcare technology company seeks a Senior ML Engineer to take technical ownership of the machine learning production environment. The role involves leading deployments of models, ensuring observability, and managing cloud costs in a hybrid work setting. Ideal..., OverviewAI/ML Engineer (all levels - junior to Tech Lead) Newcastle (in office) Defence Tech Start-up As the AI/ML Engineer you'll work alongside some of the best engineers/teams in the country, solving problems no one else has before. This is focused on software, data..., Newcastle (in office)£35,000 + bonus (clear progression path to £50,000 in 2 years)Defence Tech Start-upAs a Graduate Consultant you'll work alongside some of the best engineers/teams in the country, solving problems no one else has before.You'll have the opportunity to...
Requirements
- You will have a Master's degree (or equivalent experience) in a relevant subject.
- Strong proficiency in Python, including dataframes (Pandas or Polars) and interactive prototypes.
- Solid foundation in ML workflows and libraries (e.g., scikit-learn, PyTorch).
- Experience designing experiments and benchmarking for business impact.
- Familiarity with cloud platforms (Snowflake, Azure) and deploying models to production.
- Understanding of containerisation (Docker), CI/CD pipelines, and basic cloud infrastructure.
- Excellent communication and problem-solving skills.
- Commitment to responsible ML implementation and continuous learning.
If you have any of the following that would be a distinct advantage but not essential
- PhD with experience outside academia.
- Familiarity with Typescript and/or visualisation frameworks (e.g., d3.js).
- Experience with LLMs and related tools (HuggingFace, Langchain)., AI Engineer (Machine Learning LLM Python) Newcastle onsite to £85k Are you an AI Engineer with fluent Polish language skills combined with a first class education looking for an opportunity to progress your career, working on complex and interesting AI systems in an..., A professional football club in Newcastle upon Tyne is seeking an experienced Machine Learning Engineer to leverage advanced machine learning technologies to enhance digital solutions and evaluate player performance metrics. The ideal candidate will have a master's degree...
Benefits & conditions
Competitive Salary
We are the heartbeat of the city. Come and be a part of a long and proud history where we strive to be the best in everything we do, on and off the pitch. Bringing the people and communities together, join the Newcastle United Family, as we embark on the next steps of our exciting journey., Machine Learning Engineer (ML Engineer) Newcastle United Permanent Newcastle Upon Tyne Competitive Salary We are the heartbeat of the city. Come and be a part of a long and proud history where we strive to be the best in everything we do, on and off the pitch. Bringing...