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The federal standard says this occupation involves defined tasks. Our regional job analysis engine read job postings across U.S. metro areas and found additional duty clusters that employers actually require — duties that are semantically distinct from every canonical task statement. This occupation is part of the May 2026 national baseline of occupational drift.

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Canonical task statements
(O*NET 30.2)

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Duty clusters drifting
from O*NET standard

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Employers
confirming

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Metro areas
analyzed

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Canonical tasks
disappearing

Task space — where is this occupation drifting?

Each dot is a duty. Blue dots are the canonical tasks in the federal O*NET standard. Amber dots are emerging duties that employers require but the standard doesn't capture. Distance from the blue cluster shows how different the new work is.

O*NET canonical tasks

Emerging duties (beyond O*NET)

These are not skills or tools — they are duties. Each cluster below was semantically compared against every one of the — canonical task statements in the O*NET federal standard for this occupation using JobBERT embeddings. None matched above the similarity threshold. That means the federal definition of this occupation does not describe this work — but employers are requiring it. Every cluster was independently confirmed by 2+ employers, filtered for occupation-specific relevance, and persisted only after surviving a five-gate validation pipeline. This is where the occupation is drifting. Click any cluster to see child tags, metro evidence, and employer details.

Sources: O*NET® 30.2 Database (federal task standards) · BLS Employment Projections (occupational scope) · semanticinsight.tech regional job analysis engine (employer-confirmed duties from job postings) · National baseline: clusters as of May 27, 2026.