Sample bullet templates that prove Python
Use these as a structural template — verb, scope, outcome. Replace the bracketed numbers with your own (verifiable) figures.
- Built and shipped a [system] in Python 3.11 using FastAPI + asyncio, handling [N] req/s with p95 latency under [X]ms.
- Wrote [N] pandas transforms to consolidate [data source] into [warehouse]; cut downstream report time by [X]%.
- Owned a Django backend serving [N] daily users; led the migration to Python 3.11 and Postgres 15.
Adjacent keywords that cluster with Python
If a posting mentions Python, it almost always also mentions some of these. Make sure the ones you've actually used are on your resume.
FastAPIDjangoFlaskpandasNumPyscikit-learnPyTorchTensorFlowasynciopytestPoetryuvtype hintsmypy
Related role guides
Software Engineer resume · Data Analyst resume
FAQ
Top of a dedicated Skills section as the first language. Then in role bullets where you used it — but only when the bullet has a result, not just "used Python."
List the 5–8 most relevant to the role. "Python (pandas, NumPy, scikit-learn, PyTorch, FastAPI)" is enough for a data-engineering role; longer lists look like padding.
If you've used 3.10+ features (match statements, structural pattern matching, full type-hint coverage, async-first frameworks), say so. Recruiters at modern shops scan for evidence of current-Python fluency.
Helpful for entry- and mid-level. A pinned repo with a README, a few stars, and recent commits is a credible signal. For senior+ roles, work history outweighs side projects.
Related
What is an ATS? · Resume + ATS glossary · Keywords that get interviews · All skill guides