Financial Analyst to Data Scientist

Summary: 2 of the 6 core skills listed for Data Scientist carry over directly from Financial Analyst, and 2 more build on related experience. The US median salary changes by +65% ($85K → $140K). Difficulty: Moderate, typically around 6 months of focused upskilling.

The two roles

Financial Analyst: Analyze financial data to guide business and investment decisions.

Data Scientist: Extract insights from data using statistical analysis and machine learning. Growth outlook +35%; AI-resistant. Typical education: master. Typical experience: 2-4 years typical entry.

Skills that carry over

• SQL
• Communication

Builds on related experience

• Statistics — builds on Data Analysis
• Data Visualization — builds on Data Analysis

Skills to learn for Data Scientist

• Python
• Machine Learning

Salary comparison (median, estimated)

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

Next steps

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Related

Financial Analyst career guide | Data Scientist career guide

Other transitions to consider

• Financial Analyst to Data Analyst — 5 of the core skills carry over
• Financial Analyst to Investment Analyst — 4 of the core skills carry over
• Financial Analyst to Energy Analyst — 3 of the core skills carry over
• Financial Analyst to Supply Chain Analyst — 3 of the core skills carry over
• Data Analyst to Data Scientist — 5 of the core skills carry over
• Data Engineer to Data Scientist — 4 of the core skills carry over
• ML/AI Engineer to Data Scientist — 2 of the core skills carry over
• Business Analyst to Data Scientist — 4 of the core skills carry over