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Insurance Sales Agents

Sell life, property, casualty, health, automotive, or other types of insurance. May refer clients to independent brokers, work as an independent broker, or be employed by an insurance company.

479,100 people do this job in the US. $62,280 a year.

now
52%

of the working time. Estimate.

Kinds of work
  • 80%
  • 18%
  • 2%
32%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 80% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 1%. With Claude Mythos Preview (early), measured in April 2026, 42%. Today's estimate: 52%.

0%25%50%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 1% within reacho3, April 2025: 5% within reachGPT-5, August 2025: 8% within reachGemini 3 Pro, November 2025: 12% within reachClaude Opus 4.5, November 2025: 12% within reachGPT-5.2, December 2025: 16% within reachClaude Opus 4.6, February 2026: 17% within reachClaude Mythos Preview (early), April 2026: 42% within reachToday (estimate), September 2026: 52% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 19 tasks from .

TaskKind
Develop marketing strategies to compete with other individuals or companies who sell insurance.Done more than weekly by most who do it. 16%5 h1.7 h to 2.1 work days15%Half by Jun 2027
Sell various types of insurance policies to businesses and individuals on behalf of insurance companies, including automobile, fire, life, property, medical and dental insurance, or specialized policies, such as marine, farm/crop, and medical malpractice.Done daily by most who do it. 11%1.3 h38 min to 4.2 hStays with people
Customize insurance programs to suit individual customers, often covering a variety of risks.Done daily by most who do it. AI observed on this task.10%1.3 h25 min to 3.3 h77%Half by now
Seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients.Done daily by most who do it. AI observed on this task.10%1.7 h50 min to 5 h76%Half by now
Plan and oversee incorporation of insurance program into bookkeeping system of company.Done more than weekly by most who do it.9%3.3 h1.7 h to 6.7 h49%Half by now
Call on policyholders to deliver and explain policy, to analyze insurance program and suggest additions or changes, or to change beneficiaries.Done daily by most who do it. 7%1.3 h25 min to 2.1 h92%Half by now
Explain features, advantages, and disadvantages of various policies to promote sale of insurance plans.Done daily by most who do it. 6%38 min13 min to 1.7 h95%Half by now
Attend meetings, seminars, and programs to learn about new products and services, learn new skills, and receive technical assistance in developing new accounts.Done more than yearly by most who do it. 5%2.5 h50 min to 6.7 h46%Half by Oct 2026
Interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage.Done daily by most who do it. AI observed on this task.5%1.1 h25 min to 1.7 hStays with people
Perform administrative tasks, such as maintaining records and handling policy renewals.Done daily by most who do it. 4%25 min8 min to 1.3 h97%Half by now
Select company that offers type of coverage requested by client to underwrite policy.Done daily by most who do it. 3%25 min13 min to 1.3 h100%Half by now
Contact underwriter and submit forms to obtain binder coverage.Done daily by most who do it. 2%29 min13 min to 1.1 h100%Half by now

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.