Career switch, measured
From Business Analyst to Data Scientist
Yes, it's a close move. Measured across current postings, the two roles have 51% skill overlap. Skills that carry over include SQL, Data visualization, Data analysis, Stakeholder management; the main skills to add are Python, Machine learning, Research, LLMs.
51%
skill overlap
1,266
open Data Scientist postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillBusiness AnalystData Scientist
- SQL35%53%
- Data visualization35%31%
- Data analysis31%29%
- Stakeholder management68%41%
- Leadership34%34%
- Statistics12%49%
- Power BI16%8%
- Communication34%26%
Skills to add
Asked for often in Data Scientist postings, rarely in Business Analyst ones.
SkillBusiness AnalystData Scientist
- Python14%69%
- Machine learning–53%
- Research15%35%
- LLMs7%29%
- AWS6%19%
- Databricks–15%
- Deep learning–14%
- Spark–14%
Prove it with a free skill badge:
Plan your move to Data Scientist
The Career Gap Analyzer compares your own resume with Data Scientist jobs and lays out the skills to close, free.