Tools
Job role scanner
Type a job title — optionally add an industry. You get a plain-English split of tasks likely to automate versus stay human-held, plus skills worth doubling down on.
Indicative only — not a hiring forecast or personal suitability test. Roles vary by employer and seniority.
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