The Task Exposure Indexv2026.Q3
Comparison

Switchboard Operators, Including Answering Service vs First-Line Supervisors of Office and Administrative Support Workers

Switchboard Operators, Including Answering Service carries the higher exposed share at 51.2% against 45.8%, a gap of 5.4 points. The difference is driven by friction: the work is similarly producible in both, and what differs is what stands in the way of letting a machine finish it. Release v2026.Q3.

OccupationExposedAssistedUntouchedCapabilityFrictionMedian payRankBand
Switchboard Operators, Including Answering Service51.2%17.6%31.2%0.690.30$38,630103exposed
First-Line Supervisors of Office and Administrative Support Workers45.8%25.0%29.2%0.710.38$69,500156exposed

What stands in the way, in each

Switchboard Operators, Including Answering Service: the dominant friction is that the work happens to physical things in physical places. Capability sits at 0.69 of 1 and friction at 0.30 of 1.

First-Line Supervisors of Office and Administrative Support Workers: the dominant friction is that it runs on knowledge of the organisation that a model cannot hold. Capability sits at 0.71 of 1 and friction at 0.38 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.