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- Python development including techniques like functions, modules, decorators, context managers, subprocesses and concurrent programming
- Use of pytest including monkey patching/mocking of server resources (such as S3 and Teradata)
- Creation/maintenance of python packages
- Optimization/distribution of ML/Data engineering workflows using tools such as Numba, Ray, Dask and/or PySpark
- Test Driven Development – Defining the requirement in a pyunit test then implementing the required function to satisfy that test.
- Some limited R programming but may be limited to just executing R code from a python subprocess
- Creation of gated checkins until unit tests have “passed”, code formatters and linters (ruff, black, pylint) using git pre-commit
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