Resume Space · Career insights
Explore job titles, skills and responsibilities from tracked job postings, see salary amounts recorded with job postings, and read research-backed ideas for where AI may help in the work.
Job data is a current snapshot across tracked locations. AI ideas are editorial suggestions, not measures of hiring demand.
Compare the current job snapshot, posted salary evidence and researched AI-use possibilities.
Showing SDET job-data trends.
Current job snapshot
Across tracked locations · 114 candidate job postings captured · observed Oct 28, 2026
Title, skill, responsibility and salary summaries use only confirmed in-role postings. Across the candidate inventory, 51 descriptions were usable; 0 were missing, 0 were truncated, and extraction failed for 63. This is a snapshot, not a forecast of job growth.
What employers mention
Counts show distinct job postings in this snapshot. Similar postings across locations are deduplicated.
Among 54 postings reviewed as in-role
3 of 54 postings · 6%
Mentioned by 3 employers
Limited evidence
3 of 54 postings · 6%
Mentioned by 3 employers
Limited evidence
2 of 54 postings · 4%
Mentioned by 2 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
1 of 54 postings · 2%
Mentioned by 1 employers
Small sample
Among 51 in-role postings with usable skill evidence
41 of 51 postings · 80%
Mentioned by 29 employers
Limited evidence
14 of 51 postings · 27%
Mentioned by 12 employers
Limited evidence
Among 51 in-role postings with usable responsibility evidence
23 of 51 postings · 45%
Mentioned by 16 employers
Limited evidence
11 of 51 postings · 22%
Mentioned by 11 employers
Limited evidence
Posted salary data
Salary coverage uses only postings confirmed as in-role for this guide. Amounts, currencies and pay periods use the normalized values stored with job postings. The original pay context is not independently verified for every posting, so pay basis can vary. If captured compensation text clearly conflicts with a stored period, that posting is excluded. This snapshot is not a personal salary estimate; we do not convert currencies or annualize pay.
Recorded posting values · 1 postings · 1 employers
Observed stored range
$36.06 – $43.27
Full span of complete ranges in this snapshot, not a typical pay range.
Median withheld because the complete-range sample is below the reporting threshold.
1 complete ranges · 0 one-sided postings · 1 employers with complete ranges
Limited sample
Recorded posting values · 38 postings · 27 employers
Observed stored range
$39,900.00 – $720,000.00
Full span of complete ranges in this snapshot, not a typical pay range.
Median stored midpoint from 38 complete ranges: $161,075.00
38 complete ranges · 0 one-sided postings · 27 employers with complete ranges
39 of 54 in-role postings had usable stored salary fields. 15 were missing or excluded by the salary rules.
Groups use the stored salary minimum, maximum, currency and pay period. Not all original posting context is retained with those normalized fields, so this page does not claim every figure is base pay. When nearby captured compensation text contains both stored range endpoints and one clear, different pay period, that record is excluded. Mixed or unclear context can remain grouped under the stored period. Currency and period are kept separate; amounts are not converted or annualized.
Practical ideas, with human review
These are research-informed possibilities, separate from measured job demand. People remain responsible for decisions and final work.
Given an approved API or component contract and existing test examples, propose unit or integration tests for expected behavior, edge cases, invalid inputs, and failures.
Reviewable unit or integration test code.
An AI-assisted test workflow could turn an approved browser scenario into a written test plan and candidate Playwright tests, then suggest a repair when a recorded test fails.
A test plan, candidate test file, and proposed locator or assertion change.
Research reviewed Oct 28, 2026.
Release seed-public-v10. AI Learning