Data Scientist to Data Analyst

Summary: 5 of the 6 core skills listed for Data Analyst carry over directly from Data Scientist. The US median salary changes by -46% ($140K → $75K). Difficulty: Easy Transition, typically around 4 months of focused upskilling.

The two roles

Data Scientist: Extract insights from data using statistical analysis and machine learning.

Data Analyst: Analyze data to help organizations make better decisions. Growth outlook +23%; AI-augmented (AI changes how the work is done, not whether it exists). Typical education: bachelor. Typical experience: 0-2 years entry.

Skills that carry over

• SQL
• Data Visualization
• Statistics
• Python
• Communication

Skills to learn for Data Analyst

• Excel

Salary comparison (median, estimated)

Salary figures are estimates benchmarked against public compensation data — see methodology.

Next steps

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Related

Data Scientist career guide | Data Analyst career guide

Other transitions to consider

• Data Scientist to Data Engineer — 5 of the core skills carry over
• Data Scientist to ML/AI Engineer — 5 of the core skills carry over
• Data Scientist to Quantitative Analyst (Quant) — 5 of the core skills carry over
• Data Scientist to Financial Analyst — 3 of the core skills carry over
• Financial Analyst to Data Analyst — 5 of the core skills carry over
• Business Analyst to Data Analyst — 4 of the core skills carry over
• Supply Chain Analyst to Data Analyst — 5 of the core skills carry over
• Demand Planner to Data Analyst — 5 of the core skills carry over