Career switch, measured
From Machine Learning Engineer to Systems Engineer
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, AWS, Azure, Google Cloud; the main skills to add are Regulatory compliance, Troubleshooting, Sales, Electrical engineering.
39%
skill overlap
1,062
open Systems Engineer postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillMachine Learning EngineerSystems Engineer
- Python69%27%
- AWS29%25%
- Azure15%20%
- Google Cloud11%12%
- Stakeholder management20%34%
- Linux10%15%
- Computer vision12%8%
- CI/CD16%11%
Skills to add
Asked for often in Systems Engineer postings, rarely in Machine Learning Engineer ones.
SkillMachine Learning EngineerSystems Engineer
- Regulatory compliance–23%
- Troubleshooting–21%
- Sales6%19%
- Electrical engineering5%16%
- Manufacturing–14%
- Cybersecurity–12%
- MATLAB–10%
- Risk management–10%
Plan your move to Systems Engineer
The Career Gap Analyzer compares your own resume with Systems Engineer jobs and lays out the skills to close, free.