Job market reports · Skill · September 2026
pandas
355 live US technical postings name pandas in September 2026. Here is which roles ask for it, what those roles pay, and where they are.
Which roles ask for it
Share of the 355 postings naming pandas that belong to each role. This is the answer to "what would learning this qualify me for".
- 1Data Scientist39.2%
- 2Software Engineer18.6%
- 3Machine Learning Engineer14.6%
- 4Data Engineer13.5%
- 5Data Analyst5.4%
- 6AI Engineer5.1%
- 7Full-Stack Engineer2.3%
- 8DevOps / SRE / Platform Engineer1.1%
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.
Where those jobs are
Metro share of the postings naming this skill.
- 1Remote15.5%
- 2New York, NY12.1%
- 3San Francisco, CA8.7%
- 4Silicon Valley, CA5.9%
- 5Washington, DC5.6%
- 6Boston, MA3.9%
- 7Denver, CO2%
- 8Austin, TX1.7%
How we counted
668,970 live US postings read directly from 79,892 employers’ own careers pages in September 2026 — not from a jobs aggregator, so a role reposted across several sites is counted once. Full methodology, limitations and external checks.