→ All maps
Job map

Machine Learning Engineer

Training AI models and running them in real products.

Create an account and see where you stand
  1. Data Analysis with Python

    Required: Advanced
    No course available right now
  2. Linear Algebra

    Required: Intermediate
    No course available right now
  3. Machine Learning

    Required: Advanced
    No course available right now
  4. Deep Learning

    Required: Intermediate
    No course available right now
  5. Real work from a company

    Solve a real company task, so your work appears on your CV.

    Company tasks
  6. Machine Learning Engineer

    Your living CV proves every step, and companies can verify it.

How is readiness calculated?

We count only what can be verified, not what people write about themselves. 85% is skills: a badge at the required level counts in full, a lower badge in proportion, attending a course 30% of the skill and booking it 10%. 15% is accepted solutions to company tasks. What you say you know doesn't count until you prove it with a test.

Maps are guides to help you plan; they don't guarantee a job.