Machine learning: jobs that ask for it, where, and how AI changes it
Machine learning is named in 13,691 open jobs, 4.6% of the jobs that name a skill.
Machine learning in open jobs
Counted once per job, from the job's full text.
- Open jobs that name it
- 13,691
- Share of jobs
- 4.6%
- Rank
- #22 of 213
- Also ask for an AI skill
- 68%
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Where Machine learning is asked for
Biggest first. The percentage is the share of that group's jobs that name the skill.
By industry
By function
By state
Learn Machine learning
Courses on our list that name the skill, and state-approved training that prepares for the jobs above. Our state training list covers Texas only for now.
Courses
- Machine Learning in ProductionDeepLearning.AI · advanced
- Machine Learning SpecializationDeepLearning.AI & Stanford · advanced
- Machine Learning with PythonMIT · advanced
- Google Data Analytics Professional CertificateGoogle · beginner
Machine learning and AI
Mean AI use observed in the occupations of the jobs that ask for this skill (Anthropic Economic Index). It describes the work, not a forecast of job loss, and a low number means no use seen yet.
High. Mean observed exposure 0.30 across 10,262 jobs with a matched occupation.
68% of the jobs that name Machine learning also name a specific AI skill. Which AI skills employers ask for
Other skills employers ask for
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