Career switch, measured
From Machine Learning Engineer to Software Tester
Yes, it's a realistic move with some upskilling. Measured across current postings, the two roles have 39% skill overlap. Skills that carry over include Python, Java, AWS, CI/CD; the main skills to add are Git, Problem solving, Troubleshooting, Agile.
39%
skill overlap
244
open Software Tester postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillMachine Learning EngineerSoftware Tester
- Python69%51%
- Java31%27%
- AWS29%21%
- CI/CD16%43%
- Azure15%18%
- C++31%12%
- Docker10%17%
- Linux10%20%
Skills to add
Asked for often in Software Tester postings, rarely in Machine Learning Engineer ones.
SkillMachine Learning EngineerSoftware Tester
- Git10%36%
- Problem solving10%30%
- Troubleshooting–28%
- Agile7%28%
- Manufacturing–18%
- JavaScript–16%
- Electrical engineering5%16%
- Quality control–15%
Plan your move to Software Tester
The Career Gap Analyzer compares your own resume with Software Tester jobs and lays out the skills to close, free.