What the jobs actually ask you to do.
Every task a public scan found in a role, and how many of those roles keep it with you, share it with AI, or hand it to AI.
A stated task quotes the posting. An inferred task is labelled as inferred. Similar names are not merged yet.
50 job scans shared publicly. Browse them →Sep 26 someone scanned a AI Product Analyst posting. See it →
Showing 1–5 of 5 tasks, most common first.
Human review loops
22 roles
Draws on: Automation risk judgment, Human-in-the-loop QA
Your edgein 22 of 22 roles
Refresh reporting dashboards
22 roles
Draws on: Dashboard reporting, SQL
AI does itin 22 of 22 roles
Stakeholder interviews
22 roles
Draws on: Stakeholder communication
Your edgein 22 of 22 roles
Workflow mapping
22 roles
Draws on: Stakeholder communication, Workflow mapping
You + AIin 22 of 22 roles
Write SQL data transforms
22 roles
Draws on: SQL
AI does itin 22 of 22 roles
Check your fit, or scan a real posting.
The free career check reads your resume and names one gap to fix first. A scan breaks one job posting into tasks and quotes the posting for each one.
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