Analytics Engineer to Data Analyst

Summary: 1 of the 6 core skills listed for Data Analyst carry over directly from Analytics Engineer, and 2 more build on related experience. The US median salary changes by -46% ($140K → $75K). Difficulty: Challenging, typically around 9 months of focused upskilling.

The two roles

Analytics Engineer: Analytics Engineer transforming data for business intelligence and analytics.

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

Builds on related experience

• Data Visualization — builds on SQL
• Statistics — builds on SQL

Skills to learn for Data Analyst

• Excel
• Python
• Communication

Salary comparison (median, estimated)

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

Next steps

Get a personalized analysis of your own skills against Data Analyst — free, no signup needed.

Related

Analytics Engineer career guide | Data Analyst career guide

Other transitions to consider

• Analytics Engineer to Business Intelligence Developer — 5 of the core skills carry over
• Analytics Engineer to Data Engineer — 4 of the core skills carry over
• Analytics Engineer to Data Scientist — 3 of the core skills carry over
• Analytics Engineer to Data Architect — 5 of the core skills carry over
• Data Scientist to Data Analyst — 5 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