Casty · Role guide
Data Scientist: skills & learning path
Casty maps what a Data Scientist role typically needs, then helps you plan books, courses, certifications, and interview prep against your own skills or CV.
Typical requirements
Ranked by how often they show up for this kind of role.
- SQL — importance 95%
- Python — importance 90%
- Pandas — importance 80%
- Machine Learning — importance 70%
- NumPy — importance 60%
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