The Task Exposure Indexv2026.Q3
Comparison

Watch and Clock Repairers vs Maintenance and Repair Workers, General

Watch and Clock Repairers carries the higher exposed share at 18.3% against 15.7%, a gap of 2.6 points. The difference is driven by capability: a current system can simply produce more of the first job's work product than the second's. Release v2026.Q3.

OccupationExposedAssistedUntouchedCapabilityFrictionMedian payRankBand
Watch and Clock Repairers18.3%9.1%72.6%0.270.39$67,230633untouched
Maintenance and Repair Workers, General15.7%8.0%76.4%0.240.39$49,590694untouched

What stands in the way, in each

Watch and Clock Repairers: the dominant friction is that the work happens to physical things in physical places. Capability sits at 0.27 of 1 and friction at 0.39 of 1.

Maintenance and Repair Workers, General: the dominant friction is that the work happens to physical things in physical places. Capability sits at 0.24 of 1 and friction at 0.39 of 1.

Capability asks whether a generally available system can produce the work product at all. Friction asks what stops it finishing the job: physical work, being present, being accountable, unseen context, or the cost of checking the output. The rubric is here.

Read each in full

Exposure is not displacement. A higher score does not rank two jobs by how safe they are, and nothing here models adoption, employment or pay.