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Investment Fund Managers

Plan, direct, or coordinate investment strategy or operations for a large pool of liquid assets supplied by institutional investors or individual investors.

$166,570 a year (for the broader BLS group this job sits in).

now
13%

of the working time. Estimate.

Kinds of work
  • 89%
  • 11%
  • 0%
39%

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

Half the desk work within reach
August 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: 89% 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, 8%. Today's estimate: 13%.

0%5%10%15%20%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: 0% within reachGPT-5, August 2025: 1% within reachGemini 3 Pro, November 2025: 1% within reachClaude Opus 4.5, November 2025: 1% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 8% within reachToday (estimate), September 2026: 13% 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 . 20 tasks from .

TaskKind
Manage investment funds to maximize return on client investments.Done hourly or more by most who do it. AI observed on this task.12%6.7 h1.7 h to 2.1 work days9%Half by Aug 2027
Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.Done daily by most who do it. AI observed on this task.12%6.7 h2.5 h to 2.5 work days9%Half by Jul 2027
Develop, implement, or monitor security valuation policies.Done daily by most who do it. 12%6.7 h1.7 h to 2.1 work days9%Half by Aug 2027
Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.Done more than yearly by most who do it. AI observed on this task.12%1.7 work days3.3 h to 4.2 work days2%Half by Feb 2028
Develop or implement fund investment policies or strategies.Done daily by most who do it. AI observed on this task.12%2.1 work days3.3 h to 4.2 work days1%Half by Apr 2028
Select specific investments or investment mixes for purchase by an investment fund.Done daily by most who do it. AI observed on this task.11%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.Done daily by most who do it. AI observed on this task.5%1.7 h25 min to 5 h51%Half by now
Analyze acquisitions to ensure conformance with strategic goals or regulatory requirements.Done more than yearly by most who do it.5%6.7 h3.3 h to 2.1 work days10%Half by May 2027
Develop or direct development of offering documents or marketing materials.Done more than yearly by most who do it. 4%1.3 work days2.5 h to 4.2 work daysStays with people
Identify group or individual target investors for a specific fund.Done more than yearly by most who do it. AI observed on this task.3%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Select or direct the execution of trades.Done daily by most who do it. AI observed on this task.2%50 min13 min to 2.5 hStays with people
Present investment information, such as product risks, fees, or fund performance statistics.Done more than monthly by most who do it. AI observed on this task.2%1.7 h38 min to 5 hStays with people

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.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.