Job Ready Paths

Choose the job you want. Each of the 80 roles shows the Skill Packs to finish, in order, from foundation to capstone, with the free certifications and interview questions that go with them. Self-paced, for students, graduates and working professionals.

Train, evaluate and ship machine-learning models.

Machine learning and data science

Machine Learning Engineer

Also: ML Engineer, Applied ML Engineer, AI/ML Engineer

Builds and ships machine-learning models: features, training, evaluation and the services that serve predictions.

15 Skill Packs382 hours 5.0 · 1 of 3 pillars

Machine learning and data science

MLOps Engineer

Also: ML Platform Engineer, Machine Learning Operations Engineer, AI Infrastructure Engineer

Automates training, deployment, monitoring and retraining of machine-learning models so they keep working in production.

15 Skill Packs406 hours 5.0 · 1 of 3 pillars

Machine learning and data science

Data Scientist

Also: Junior Data Scientist, Applied Data Scientist, Data Science Associate

Finds answers in data: cleans it, builds statistical and machine-learning models and explains the results to decision makers.

16 Skill Packs408 hours 5.0 · 1 of 3 pillars

Machine learning and data science

Deep Learning Engineer

Also: Neural Network Engineer, AI Model Engineer

Designs, trains and optimises neural networks for images, text, audio and sequences.

14 Skill Packs353 hours 5.0 · 1 of 3 pillars

Machine learning and data science

Computer Vision Engineer

Also: Vision AI Engineer, Image Processing Engineer, Video Analytics Engineer

Teaches machines to see: detection, segmentation, tracking and OCR for cameras, documents and devices.

13 Skill Packs335 hours 5.0 · 1 of 3 pillars

Machine learning and data science

NLP Engineer

Also: Natural Language Processing Engineer, Language AI Engineer, Text Analytics Engineer

Builds systems that read and write language: classification, extraction, search, translation and summarisation.

12 Skill Packs307 hours

Machine learning and data science

Recommendation Systems Engineer

Also: Personalisation Engineer, Search and Ranking Engineer

Builds the “you may also like” engines behind shopping, video and feeds: ranking, retrieval and experimentation.

16 Skill Packs407 hours 5.0 · 1 of 3 pillars

Machine learning and data science

AI Research Engineer

Also: Applied Scientist, Research Engineer, AI Researcher

Turns research papers into working models: reproduces results, runs experiments and improves model quality.

15 Skill Packs368 hours 5.0 · 1 of 3 pillars

You can see every role and the packs it needs without an account. Sign up free to start. The free certifications and interview preparation for each role open with AiTeky Pass or a program.