Career switch, measured
From Machine Learning Engineer to Cloud Engineer
Yes, it's a realistic move with some upskilling. Measured across current postings, the two roles have 41% skill overlap. Skills that carry over include Python, AWS, LLMs, Java; the main skills to add are Sales, Leadership, Stakeholder management, Google Cloud.
41%
skill overlap
671
open Cloud Engineer postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillMachine Learning EngineerCloud Engineer
- Python69%33%
- AWS29%68%
- LLMs59%26%
- Java31%15%
- Azure15%36%
- Kubernetes14%16%
- CI/CD16%14%
- Machine learning77%13%
Skills to add
Asked for often in Cloud Engineer postings, rarely in Machine Learning Engineer ones.
SkillMachine Learning EngineerCloud Engineer
- Sales6%64%
- Leadership23%47%
- Stakeholder management20%41%
- Google Cloud11%27%
- Customer success–26%
- Databricks–19%
- Product management–13%
- Snowflake–11%
Plan your move to Cloud Engineer
The Career Gap Analyzer compares your own resume with Cloud Engineer jobs and lays out the skills to close, free.