Career switch, measured
From Business Intelligence Analyst to Data Engineer
Yes, it's a close move. Measured across current postings, the two roles have 54% skill overlap. Skills that carry over include SQL, Python, AWS, Redshift; the main skills to add are Spark, CI/CD, Airflow, Databricks.
54%
skill overlap
745
open Data Engineer postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillBusiness Intelligence AnalystData Engineer
- SQL78%66%
- Python74%70%
- AWS69%54%
- Redshift54%17%
- Machine learning22%18%
- Data visualization76%18%
- LLMs22%19%
- Stakeholder management64%29%
Skills to add
Asked for often in Data Engineer postings, rarely in Business Intelligence Analyst ones.
SkillBusiness Intelligence AnalystData Engineer
- Spark–36%
- CI/CD–35%
- Airflow6%32%
- Databricks–30%
- Azure–28%
- Snowflake6%27%
- dbt–23%
- Git7%22%
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Plan your move to Data Engineer
The Career Gap Analyzer compares your own resume with Data Engineer jobs and lays out the skills to close, free.