Data Scientist to Business Intelligence Developer

Summary: 2 of the 6 core skills listed for Business Intelligence Developer carry over directly from Data Scientist, and 3 more build on related experience. The US median salary changes by -11% ($140K → $125K). Difficulty: Moderate, typically around 6 months of focused upskilling.

The two roles

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

Business Intelligence Developer: Business Intelligence Developer creating dashboards and data visualizations. Growth outlook +26%; AI-augmented (AI changes how the work is done, not whether it exists). Typical education: bachelor. Typical experience: 2-4 years.

Skills that carry over

• SQL
• Data Visualization

Builds on related experience

• BI Tools — builds on Statistics
• Dashboard Design — builds on Statistics
• Data Modeling — builds on SQL

Skills to learn for Business Intelligence Developer

• Requirements Analysis

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 | Business Intelligence Developer 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
• Analytics Engineer to Business Intelligence Developer — 5 of the core skills carry over
• Data Analyst to Business Intelligence Developer — 5 of the core skills carry over
• Business Analyst to Business Intelligence Developer — 6 of the core skills carry over
• Data Engineer to Business Intelligence Developer — 5 of the core skills carry over