Data Scientist to Financial Analyst

Summary: 2 of the 6 core skills listed for Financial Analyst carry over directly from Data Scientist, and 1 more build on related experience. The US median salary changes by -39% ($140K → $85K). Difficulty: Moderate, typically around 6 months of focused upskilling.

The two roles

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

Financial Analyst: Analyze financial data to guide business and investment decisions. Growth outlook +9%; AI-augmented (AI changes how the work is done, not whether it exists). Typical education: bachelor. Typical experience: 1-3 years entry.

Skills that carry over

• Communication
• SQL

Builds on related experience

• Data Analysis — builds on Statistics

Skills to learn for Financial Analyst

• Financial Modeling
• Excel
• Valuation

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 | Financial Analyst career guide

Other transitions to consider

• Data Scientist to Data Analyst — 5 of the core skills carry over
• 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 Analyst to Financial Analyst — 4 of the core skills carry over
• Investment Analyst to Financial Analyst — 3 of the core skills carry over
• Energy Analyst to Financial Analyst — 5 of the core skills carry over
• Supply Chain Analyst to Financial Analyst — 4 of the core skills carry over