Machine Learning Engineer

Join a enterprise AI & Technology company as a Machine Learning Engineer in Newcastle.

Machine learning has moved well past the pilot-project stage at most large organisations. It now sits inside the core systems that run the business, from fraud detection to forecasting to customer-facing recommendation engines. This employer is a long-established name in AI & Technology, with the scale and infrastructure to put models into production rather than leaving them in a notebook. That's the gap a lot of mid-sized firms can't close. This one already has.

Here's what you'll be doing

Design, train and validate machine learning models for production use cases across the business

Build and maintain data pipelines that feed model training and inference at scale

Work with data scientists and software engineers to move models from prototype to live deployment

Monitor model performance in production and retrain or adjust when drift creeps in

Write clean, tested, documented code that other engineers can actually pick up and extend

Contribute to technical decisions on tooling, architecture and best practice as the team grows

Here are the skills you'll need

Solid experience building and deploying machine learning models in a production environment

Strong Python skills, plus familiarity with frameworks such as PyTorch, TensorFlow or scikit-learn

Understanding of ML

Ops practices

versioning, CI/CD for models, monitoring

Comfortable working with cloud platforms (AWS, Azure or GCP) and containerised deployments

Good communication skills. You'll need to explain model decisions to people who aren't engineers

A methodical approach to debugging and a genuine curiosity about why a model is behaving the way it is

Key perks and benefits

Salary of £47,000 to £66,000, depending on experience

Hybrid working, with the flexibility to split time between home and the Newcastle office

Private medical and dental insurance

Enhanced pension scheme and performance-based bonuses

Structured career development within an established industry leader

Why pursue a career in AI & Technology?

Demand for machine learning engineers keeps climbing, and the organisations hiring for it aren't experimenting anymore, they're building long-term capability. Newcastle has quietly become a serious base for AI & Technology talent outside London, with lower living costs and growing teams that offer real scope to progress. Get in at mid-level now and the next five years of your career look very different.

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