Medeina · Role guides · Data Analyst
Data Analyst: skills & learning path
Medeina maps what a Data Analyst role typically needs, then helps you plan books, courses, certifications, and interview prep against your own skills or CV.
Treat the list below as the usual baseline for this title. Seniority changes how deep each skill needs to go, not the names.
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%
Questions people ask
What skills does a Data Analyst need?
The skills that usually matter for a Data Analyst are SQL, Python, Pandas, Machine Learning, and NumPy.
How do I learn Data Analyst skills?
Compare SQL, Python, Pandas, Machine Learning, and NumPy with your CV on Medeina, then follow the books, courses, and interview prep it lines up for the gaps.