Where to find
LinkedIn, GitHub, tech conferences, staff augmentation agencies. ARDURA Consulting has 500+ vetted senior Python developers.
How to vet
Technical task (2-4h), code review, system design. Check FastAPI, pandas, ML. Verify familiarity with the standard Python data science environment — our Anaconda Python data science guide covers the dependency, environment, and reproducibility patterns that any senior Python developer working on data or ML projects should understand cold.
Staff augmentation vs recruitment
Traditional recruitment: 2-3 months + risk. Staff augmentation with ARDURA Consulting: 2 weeks, vetted specialist, 99% retention. Learn more →