← Risk register SOC 41-3021 · reviewed 2026-08-11

Insurance Sales Agents

479,100 US workers · median $62,280/yr · Sales

EXPOSED

Most of the day — quoting, comparing carriers, filling applications, chasing renewals, answering coverage questions — is text and form work that comparison engines and direct-to-consumer carriers already do without an agent, and personal auto/home lines have been eroding for two decades. What holds is the state producer license, the E&O-backed recommendation on complex risk, and the fact that people buying life, disability, or a commercial package for a $4M business want a named human who picks up the phone at claim time. Scoring the modal agent (heavily personal-lines and captive); commercial and employee-benefits producers sit meaningfully safer than this number.

10-year outlook: Personal-lines commission volume keeps draining to direct and embedded channels, headcount thins, and the agents left are commercial, benefits, and complex-life specialists carrying larger books.

Score — 45/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 7 + 5 + 11 + 13 + 9 = 45.

Task resistance 7/20

Mixed — a routine tier and a judgment tier. Rating quotes, running an ACORD 125, comparing three carriers' declarations pages, and re-soliciting a 6-month renewal are all structured data entry that Progressive's and Lemonade's own funnels complete unattended — the 7 rather than 4 reflects the discovery conversation that surfaces the teenage driver, the home office, the boat, and the umbrella gap a form never asks about.

Embodiment 5/20

Some physical or field component. A 5 covers the physical minority of the job: property walk-throughs and photos on a homeowners inspection, driving to a small-business owner's shop to write the BOP, and the community-lunch prospecting that still generates referrals — everything else happens from a desk on an AMS and a phone.

Liability shield 11/20

Licensed human required and personally liable. An 11 sits at the floor of the licensed band because the state producer license, appointment, CE hours, and E&O policy are real and revocable, but the carrier underwrites and issues, so a denied claim usually lands on the policy language rather than on you unless you failed to offer or document a coverage.

Trust premium 13/20

The human relationship is the product. At 13 the relationship is genuinely the product for life, disability, and commercial book-of-business clients who call your cell after a fire and renew for fifteen years — it is not higher because a large share of personal-lines premium moves on price at renewal regardless of who wrote it.

Judgment & accountability 9/20

Meaningful discretion. A 9 reflects discretion within carrier appetite guides and underwriting rules: you choose liability limits, deductibles, endorsements, and whether to place a risk in the standard or E&S market, but you do not set rates, approve binds, or adjudicate the claim.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: licensure, trust, judgment

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Real Estate Brokers EXPOSED · 62/100 · you already have ~66% of the skill profile

Skills to close: Quality Control Analysis, Management of Financial Resources, Management of Material Resources, Active Learning

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.