Career switch, measured
From Machine Learning Engineer to Information Security Analyst
Yes, it's a realistic move with some upskilling. Measured across current postings, the two roles have 38% skill overlap. Skills that carry over include Python, AWS, LLMs, Research; the main skills to add are Cybersecurity, Auditing, Google Cloud, Risk management.
38%
skill overlap
1,123
open Information Security Analyst postings read
Skills that carry over
Share of each role’s postings that ask for the skill.
SkillMachine Learning EngineerInformation Security Analyst
- Python69%49%
- AWS29%51%
- LLMs59%20%
- Research47%25%
- C++31%14%
- CI/CD16%29%
- Azure15%24%
- Kubernetes14%24%
Skills to add
Asked for often in Information Security Analyst postings, rarely in Machine Learning Engineer ones.
SkillMachine Learning EngineerInformation Security Analyst
- Cybersecurity–56%
- Auditing–27%
- Google Cloud11%24%
- Risk management–21%
- Regulatory compliance–17%
- Security operations–15%
- Troubleshooting–13%
- Network administration–
Plan your move to Information Security Analyst
The Career Gap Analyzer compares your own resume with Information Security Analyst jobs and lays out the skills to close, free.