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STRATUSWORKFORCE SCAN
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Financial Managers

Plan, direct, or coordinate accounting, investing, banking, insurance, securities, and other financial activities of a branch, office, or department of an establishment.

841,710 people do this job in the US. $166,570 a year.

now
19%

of the working time. Estimate.

Kinds of work
  • 86%
  • 11%
  • 4%
39%

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

Half the desk work within reach
July 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 86% 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, 0%. With Claude Mythos Preview (early), measured in April 2026, 14%. Today's estimate: 19%.

0%10%20%30%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: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 3% within reachClaude Opus 4.5, November 2025: 3% within reachGPT-5.2, December 2025: 4% within reachClaude Opus 4.6, February 2026: 5% within reachClaude Mythos Preview (early), April 2026: 14% within reachToday (estimate), September 2026: 19% 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 . 17 tasks from .

TaskKind
Evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions.Done more than yearly by most who do it.19%1.3 work days3.3 h to 4.2 work days4%Half by Dec 2027
Develop or analyze information to assess the current or future financial status of firms.Done daily by most who do it. AI observed on this task.16%6.7 h1.7 h to 2.5 work days8%Half by Sep 2027
Prepare financial or regulatory reports required by laws, regulations, or boards of directors.Done more than monthly by most who do it.13%1 work day3.3 h to 4.2 work days5%Half by Oct 2027
Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.Done daily by most who do it. 10%2.5 h50 min to 6.7 hStays with people
Evaluate data pertaining to costs to plan budgets.Done more than yearly by most who do it. 8%5 h1.7 h to 2.1 work days15%Half by Jun 2027
Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.Done more than monthly by most who do it.7%6.7 h1.7 h to 2.5 work days8%Half by Sep 2027
Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.Done daily by most who do it. AI observed on this task.5%38 min13 min to 1.7 h95%Half by now
Oversee the flow of cash or financial instruments.Done daily by most who do it. 4%1.3 h25 min to 3.3 h77%Half by now
Network within communities to find and attract new business.Done more than monthly by most who do it.4%2.5 h50 min to 5 hStays with people
Examine, evaluate, or process loan applications.Done daily by most who do it. AI observed on this task.4%1.7 h38 min to 6.7 h56%Half by now
Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans.Done daily by most who do it.3%1.7 h25 min to 4.2 h57%Half by now
Prepare operational or risk reports for management analysis.Done more than monthly by most who do it.2%4.2 h1.7 h to 1.3 work days27%Half by Jan 2027

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.