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Brokerage Clerks

Perform duties related to the purchase, sale, or holding of securities. Duties include writing orders for stock purchases or sales, computing transfer taxes, verifying stock transactions, accepting and delivering securities, tracking stock price fluctuations, computing equity, distributing dividends, and keeping records of daily transactions and holdings.

35,940 people do this job in the US. $65,750 a year.

now
66%

of the working time. Estimate.

Kinds of work
  • 67%
  • 0%
  • 33%
17%

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: 67% 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, 4%. With Claude Mythos Preview (early), measured in April 2026, 64%. Today's estimate: 66%.

0%25%50%75%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: 4% within reacho3, April 2025: 24% within reachGPT-5, August 2025: 32% within reachGemini 3 Pro, November 2025: 43% within reachClaude Opus 4.5, November 2025: 43% within reachGPT-5.2, December 2025: 48% within reachClaude Opus 4.6, February 2026: 50% within reachClaude Mythos Preview (early), April 2026: 64% within reachToday (estimate), September 2026: 66% 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 . 10 tasks from .

TaskKind
Correspond with customers and confer with coworkers to answer inquiries, discuss market fluctuations, or resolve account problems.Done hourly or more by most who do it. 26%21 min8 min to 50 min100%Half by now
Perform clerical tasks, such as answering phones or distributing mail.Done hourly or more by most who do it. AI observed on this task.18%13 min4 min to 29 minStays with people
File, type, or operate standard office machines.Done hourly or more by most who do it. 16%13 min4 min to 25 minStays with people
Document security transactions, such as purchases, sales, conversions, redemptions, or payments, using computers, accounting ledgers, or certificate records.Done daily by most who do it. AI observed on this task.8%13 min4 min to 38 min99%Half by now
Monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans.Done daily by most who do it.8%38 min17 min to 1.7 h98%Half by now
Prepare forms, such as receipts, withdrawal orders, transmittal papers, or transfer confirmations, based on transaction requests from stockholders.Done daily by most who do it. 6%17 min8 min to 38 min100%Half by now
Compute total holdings, dividends, interest, transfer taxes, brokerage fees, or commissions and allocate appropriate payments to customers.Done daily by most who do it.5%29 min13 min to 1.3 h99%Half by now
Schedule and coordinate transfer and delivery of security certificates between companies, departments, and customers.Done daily by most who do it.5%38 min13 min to 1.3 h98%Half by now
Prepare reports summarizing daily transactions and earnings for individual customer accounts.Done daily by most who do it.4%50 min17 min to 2.5 h87%Half by now
Verify ownership and transaction information and dividend distribution instructions to ensure conformance with governmental regulations, using stock records and reports.Done daily by most who do it.4%25 min8 min to 1.3 h97%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.