Career switch, measured
From Machine Learning Engineer to Software Engineer
Yes, it's a close move. Measured across current postings, the two roles have 55% skill overlap. Skills that carry over include Python, Java, C++, AWS; the main skills to add are Agile, TypeScript, JavaScript, C#.
55%
skill overlap
11,679
open Software Engineer postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillMachine Learning EngineerSoftware Engineer
- Python69%41%
- Java31%30%
- C++31%25%
- AWS29%36%
- LLMs59%21%
- CI/CD16%28%
- Azure15%15%
- Kubernetes14%23%
Skills to add
Asked for often in Software Engineer postings, rarely in Machine Learning Engineer ones.
SkillMachine Learning EngineerSoftware Engineer
- Agile7%16%
- TypeScript–15%
- JavaScript–14%
- C#–14%
- Troubleshooting–14%
- React–12%
- Postgres–11%
- Rust–9%
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Plan your move to Software Engineer
The Career Gap Analyzer compares your own resume with Software Engineer jobs and lays out the skills to close, free.