Machine Learning Engineer Apprenticeship Guide
Design and implement machine learning systems at scale. Start your career as a machine learning engineer through an apprenticeship in the US.
What is a Machine Learning Engineer Apprenticeship?
A Machine Learning Engineer apprenticeship is a work-based training program that allows you to earn while you learn. As an apprentice, you'll work for an employer gaining real machine learning engineer experience while studying for a recognised qualification.
Unlike traditional education, apprenticeships provide hands-on experience from day one. You'll spend most of your time working on real projects, with dedicated time for formal training either at a college, training provider, or through online learning.
In the US, Machine Learning Engineer apprenticeships are registered programs that combine on-the-job training with classroom instruction. Programs are certified by the Department of Labor or state agencies, ensuring quality and industry recognition.
How to Apply for a Machine Learning Engineer Apprenticeship
Research Available Programs
Find Machine Learning Engineer apprenticeships on apprenticeship.gov or through employer websites and industry associations.
Check Entry Requirements
Review the qualifications needed. Most apprenticeships require basic numeracy and literacy. Higher-level programs may require specific subjects or prior experience.
Prepare Your Application
Write a compelling resume highlighting relevant skills. Craft a cover letter explaining why you want to become a machine learning engineer.
Apply and Interview
Submit applications to multiple employers to increase your chances. Prepare for interviews by researching the company and practicing common apprenticeship interview questions.
Start Your Apprenticeship
Once accepted, you'll sign an apprenticeship agreement. Your employer and training provider will create a training plan for your development as a machine learning engineer.
Typical Duration
Machine Learning Engineer apprenticeships typically take 1-4 years to complete in the US.
The exact duration depends on the level of apprenticeship, your prior experience, and how quickly you meet the required standards. Some apprentices complete faster, while others take additional time to master complex skills.
What You'll Learn
A Machine Learning Engineer apprenticeship covers both technical skills and professional competencies.
Expected Salary
Apprentice Wages: US apprentices start at a percentage of the journey worker wage (typically 50-60%) and receive increases as skills develop, reaching full wage upon completion.
Machine Learning Engineer apprentices often earn competitive wages from the start, with regular increases built into the program structure as you demonstrate competency.
US Machine Learning Engineer Apprenticeship Programs
Several organisations offer registered apprenticeship programs for aspiring machine learning engineers:
IBM Apprenticeship
Software engineering and cloud technology programs
Microsoft TEALS
Technology education and computer science pathways
Google Apprenticeships
IT support and data analytics training
Types of US Apprenticeships
- Registered Apprenticeships: Certified by DOL with guaranteed wage progression.
- Industry-Recognized Programs: Developed with employer and industry input.
- Youth Apprenticeships: For high school students combining school and work.
- Pre-Apprenticeships: Preparation programs to build foundational skills.
Machine Learning Engineer Apprenticeships by Location
Related Resources
Information based on typical US Machine Learning Engineer apprenticeship programs as of 2025. Actual requirements and salaries may vary by employer and location.