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Securities, Commodities, and Financial Services Sales Agents

Buy and sell securities or commodities in investment and trading firms, or provide financial services to businesses and individuals. May advise customers about stocks, bonds, mutual funds, commodities, and market conditions.

489,570 people do this job in the US. $78,660 a year.

now
58%

of the working time. Estimate.

Kinds of work
  • 87%
  • 13%
  • 0%
44%

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: 87% 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, 2%. With Claude Mythos Preview (early), measured in April 2026, 49%. Today's estimate: 59%.

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: 1% within reachClaude 3.7 Sonnet, February 2025: 2% within reacho3, April 2025: 10% within reachGPT-5, August 2025: 14% within reachGemini 3 Pro, November 2025: 20% within reachClaude Opus 4.5, November 2025: 20% within reachGPT-5.2, December 2025: 24% within reachClaude Opus 4.6, February 2026: 25% within reachClaude Mythos Preview (early), April 2026: 49% within reachToday (estimate), September 2026: 59% 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 . 30 tasks from .

TaskKind
Identify opportunities or develop channels for purchase or sale of securities or commodities.Done hourly or more by most who do it. 13%1.7 h25 min to 5 h51%Half by now
Determine customers' financial services needs and prepare proposals to sell services that address these needs.Done several times a day by most who do it. 12%2.5 h50 min to 6.7 h46%Half by Oct 2026
Develop financial plans, based on analysis of clients' financial status.Done more than monthly by most who do it. 11%5 h1.7 h to 2.1 work days15%Half by Jun 2027
Devise trading, option, or hedge strategies.Done hourly or more by most who do it. AI observed on this task.11%1.7 h38 min to 4.2 h72%Half by now
Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.Done daily by most who do it. AI observed on this task.8%1.3 h25 min to 3.3 h77%Half by now
Monitor markets or positions.Done hourly or more by most who do it. AI observed on this task.7%25 min8 min to 1.3 h97%Half by now
Agree on buying or selling prices at optimal levels for clients.Done hourly or more by most who do it. 5%25 min8 min to 50 min100%Half by now
Supervise support staff and ensure proper execution of contracts.Done hourly or more by most who do it.3%50 min25 min to 2.5 hStays with people
Report all positions or trading results.Done daily by most who do it. 3%25 min8 min to 1.3 h97%Half by now
Prepare financial reports to monitor client or corporate finances.Done more than weekly by most who do it. AI observed on this task.2%1.7 h50 min to 5 h76%Half by now
Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.Done more than weekly by most who do it. 2%50 min25 min to 2.1 hStays with people
Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.Done hourly or more by most who do it. AI observed on this task.2%17 min4 min to 50 min96%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.