Career paths

Choose the path that matches your goal

Each path sequences the right tracks, projects and interview topics for a role — with a weekly plan, portfolio expectations and a job-readiness checklist.

Beginner

Python Beginner

From zero to writing real programs with confidence.

SyntaxVariablesData typesConditionsLoopsFunctions+5 more

~8 weeksView path

Advanced

Python Backend Engineer

Build production APIs with FastAPI, async and databases.

Advanced PythonType hintsPydanticFastAPISQLAlchemyPostgreSQL+7 more

~16 weeksView path

Intermediate

Python Automation Engineer

Automate the boring work reliably and safely.

File processingOS automationShell commandsHTTP requestsBrowser automation conceptsScheduling+6 more

~10 weeksView path

Intermediate

Data Scientist

Turn messy data into defensible insight.

Python fundamentalsNumPyPandasSQLData cleaningVisualization+4 more

~12 weeksView path

Advanced

Machine Learning Engineer

Ship models as reliable, monitored services.

Python internalsNumPyPandasScikit-learnPyTorchAPIs+6 more

~16 weeksView path

Advanced

Generative AI Engineer

Build reliable LLM apps, RAG systems and agents.

Advanced PythonAsyncIOFastAPIPydanticHTTP clientsLLM APIs+8 more

~16 weeksView path

Advanced

Cloud & Platform Engineer

Automate infrastructure and platforms with Python.

Python scriptingSDKsCLI applicationsAPI integrationsInfrastructure automationLogging+5 more

~14 weeksView path

Advanced

Senior Python Engineer

Depth, architecture and system design for senior roles.

Python internalsDesign patternsArchitectureAsync systemsDistributed systemsPerformance+6 more

~20 weeksView path