Machine learning engineer apprenticeship

Build intelligent systems that learn from data and improve over time

As a machine learning engineer apprentice, you’ll develop software systems that can analyse data, identify patterns, and make decisions without being directly programmed. You’ll work with artificial intelligence (AI), algorithms, and large datasets to solve real-world problems in areas like healthcare, finance, transport, and technology.

During your apprenticeship, you’ll learn how to design, build, and train machine learning models using programming languages such as Python and tools like TensorFlow or PyTorch. You’ll gain a strong understanding of statistics, data handling, cloud platforms, and responsible AI practices.

You’ll work closely with data scientists, software developers, and business teams, so communication and teamwork are important. This is a highly technical role suited to those who enjoy maths, logic, and problem-solving.

With experience, you could become a senior machine learning engineer, AI specialist, or move into roles in research and data science.

Duration: 30 months
Relevant school subjects: Maths, computer science, physics
Entry requirements: Level 2 English and maths; strong interest in programming and data; employers may set additional criteria such as A-levels or equivalent experience
Achievement upon completion: Level 6 (Degree) – equivalent to a bachelor’s degree
Potential salary upon completion: £40,000–£55,000 per annum

Find out more: www.apprenticeshipguide.co.uk