Machine Learning Engineer
Ravens are one of the most intelligent species in nature, problem-solvers, pattern recognisers, and able to learn and adapt quickly, just like machine learning engineers designing complex AI systems.
Level
Level 6
Current versions
V1.0
Our Price
Only £1500
Assesment plan
Apprenticeship
The machine learning engineer level 6 apprenticeship
The Machine Learning Engineer apprenticeship develops the knowledge, skills, and behaviours needed to develop, evaluate, and maintain machine learning solutions across a range of technical and organisational contexts. It is suited to individuals working in data science, AI, or advanced analytics roles across public, private, and charitable sector organisations.
What does the Machine Learning Engineer assessment involve?
The apprenticeship assessment for the Machine Learning Engineer standard is made up of two components.
Project evaluation report with presentation and questioning
After gateway, apprentices produce a 5,000-word evaluation report on a machine learning solution they designed, built, or significantly contributed to, submitted to progress minded within 8 weeks of the EPA start date. This is followed by a 20-minute presentation and 30 minutes of questioning delivered via Microsoft Teams, covering the ML approach, challenges, and how the model mitigates harmful or biased outputs.
Professional discussion underpinned by a portfolio of evidence
A structured 60-minute professional discussion delivered remotely via Microsoft Teams. The assessor uses planned and follow-up questions to explore how the apprentice applied machine learning engineering skills and behaviours in practice, underpinned by a portfolio of real work from the apprenticeship. At progress minded, we guide all parties through the process clearly and calmly, so there are no surprises at the end.
Apprenticeship standard
Machine learning engineer apprenticeship standard
The Machine Learning Engineer standard covers the advanced technical skills needed to design, build, and deploy machine learning models that solve complex problems and generate value for organisations. It is designed for individuals working in roles where developing AI-driven solutions, evaluating model performance, and maintaining scalable machine learning systems in production is central to their day-to-day responsibilities.
Machine learning engineer assessment plan
All apprenticeship standards have an accompanying assessment plan. This document details the independent assessment that apprentices will undertake at the end of the apprenticeship. This will include details on the assessment methods and processes that will be followed.
Book a conversation
Ready to find out more about delivering the Machine Learning Engineer standard with progress minded? We are happy to talk through timelines, requirements, and how we work alongside your delivery team.
Process
Our process - we make EPA easy
Step 1
We start with open conversations about your delivery, employers, and standards. This helps us understand your context, answer any questions, and see if we are a good fit.
Step 2
We help delivery teams interpret assessment plans and prepare their apprentices. Delivery toolkits and guides provide top tips, example questions, and practical readiness support.
Step 3
Apprentices schedule their assessment in our booking portal, showing live assessor availability. This reduces admin and email back and forth.
Step 4
Assessors take time to get to know the apprentice and their role. Questions are contextualised to their workplace and experience, with a calm, supportive, and friendly approach.
Step 5
Constructive feedback is provided in all cases, highlighting strengths and areas for development so apprentices know how to progress, whatever the outcome.
Download the brochure
Download our 2026 assessment offering brochure to find out more about how progress minded works, the standards we assess, and our approach to fair and supportive apprenticeship assessment.
We’re different
Fair, clear apprenticeship assessment designed around your apprentices and your delivery.
Key info
We make the Machine Learning Engineer apprenticeship assessment straightforward for training providers, employers, and apprentices. From gateway through to results, our team is on hand to keep things moving.








