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.
Career roles
4 roles in this release
Compare the current job snapshot, posted salary evidence and researched AI-use possibilities.
Showing AI Engineer job-data trends.
Current job snapshot
Across tracked locations · 18 candidate job postings captured · observed Oct 28, 2026
Title, skill, responsibility and salary summaries use only confirmed in-role postings. Across the candidate inventory, 18 descriptions were usable; 0 were missing, 0 were truncated, and extraction failed for 0. 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 18 postings reviewed as in-role
2 of 18 postings · 11%
Mentioned by 2 employers
Small sample
1 of 18 postings · 6%
Mentioned by 1 employers
Small sample
1 of 18 postings · 6%
Mentioned by 1 employers
Small sample
Showing a ranked selection from this snapshot.
Among 18 in-role postings with usable skill evidence
15 of 18 postings · 83%
Mentioned by 13 employers
13 of 18 postings · 72%
Mentioned by 11 employers
6 of 18 postings · 33%
Mentioned by 5 employers
Among 18 in-role postings with usable responsibility evidence
8 of 18 postings · 44%
Mentioned by 8 employers
1 of 18 postings · 6%
Mentioned by 1 employers
Small sample
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 · 14 postings · 12 employers
Observed stored range
$82,100.00 – $1,066,000.00
Full span of complete ranges in this snapshot, not a typical pay range.
Median stored midpoint from 14 complete ranges: $198,150.00
14 complete ranges · 0 one-sided postings · 12 employers with complete ranges
14 of 18 in-role postings had usable stored salary fields. 4 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.
For a defined model task, propose candidate normal, boundary, and adversarial examples with expected-result notes for an evaluator to review.
A small draft evaluation set.
Turn an approved model-output requirement into a first-pass pass-or-fail rubric with observable criteria and failure labels.
A draft evaluator scorecard.
Research reviewed Oct 28, 2026.
Open the full AI Engineer guide
Release seed-public-v10. AI Learning