ETL: jobs that ask for it, where, and how AI changes it
ETL is named in 3,494 open jobs, 1.2% of the jobs that name a skill.
ETL in open jobs
Counted once per job, from the job's full text.
- Open jobs that name it
- 3,494
- Share of jobs
- 1.2%
- Rank
- #79 of 215
- Also ask for an AI skill
- 44%
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What ETL jobs pay
Posted pay ranges only, and most jobs do not state one. Skills cluster in particular kinds of job, so part of any gap is the job and not the skill. This compares postings; it does not say that learning a skill raises your pay.
The median posted yearly pay (the middle of each range) is $180k across 569 jobs that name ETL and state a range. For all jobs that name a skill it is $165k, so ETL jobs post 9.3% more.
Jobs that name ETL most
Live postings counted by occupation, with the median posted yearly pay where at least 30 of them state one.
- Database Architects722 jobs · median $156k
- Software Developers356 jobs · median $198k
- Web Administrators228 jobs · median $208k
- Data Scientists226 jobs · median $140k
- Business Intelligence Analysts170 jobs · median $171k
- Financial Managers118 jobs
Where ETL is asked for
Biggest first. The percentage is the share of that group's jobs that name the skill.
By industry
By state
ETL 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 0.39 across 2,754 jobs with a matched occupation.
44% of the jobs that name ETL also name a specific AI skill. Which AI skills employers ask for
Other skills employers ask for
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