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Job market reports · Skill · October 2026

experimentation

329 live US technical postings name experimentation in October 2026. Here is which roles ask for it, what those roles pay, and where they are.

Which roles ask for it

Share of the 329 postings naming experimentation that belong to each role. This is the answer to "what would learning this qualify me for".

  1. 1Data Scientist48.6%
  2. 2Software Engineer22.2%
  3. 3Machine Learning Engineer12.5%
  4. 4Data Analyst4.6%
  5. 5AI Engineer4.3%
  6. 6Full-Stack Engineer3%
  7. 7Data Engineer2.4%
  8. 8Frontend Engineer1.5%

What postings asking for it pay

Across every role, for the postings that both name this skill and disclose a salary. A skill does not cause a salary — senior roles ask for more of everything — so read this as association, not as a raise.

Disclosed pay where experimentation is named
n = 207
10th
$160k
25th
$193k
Median
$225k
75th
$261k
90th
$300k

Where those jobs are

Metro share of the postings naming this skill.

  1. 1San Francisco, CA31.6%
  2. 2Remote22.5%
  3. 3New York, NY14.3%
  4. 4Silicon Valley, CA9.7%
  5. 5Boston, MA2.4%
  6. 6Austin, TX2.1%
  7. 7Seattle, WA2.1%
  8. 8Los Angeles, CA1.2%

How we counted

967,730 live US postings read directly from 82,954 employers’ own careers pages in October 2026 — not from a jobs aggregator, so a role reposted across several sites is counted once. Full methodology, limitations and external checks.