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Credit Analysts

Analyze credit data and financial statements of individuals or firms to determine the degree of risk involved in extending credit or lending money. Prepare reports with credit information for use in decisionmaking.

64,390 people do this job in the US. $83,510 a year.

now
47%

of the working time. Estimate.

Kinds of work
  • 98%
  • 2%
  • 0%
17%

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

Half the desk work within reach
October 2026

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 98% 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, 31%. Today's estimate: 47%.

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: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 4% within reachClaude Opus 4.5, November 2025: 4% within reachGPT-5.2, December 2025: 5% within reachClaude Opus 4.6, February 2026: 6% within reachClaude Mythos Preview (early), April 2026: 31% within reachToday (estimate), September 2026: 47% 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 . 11 tasks from .

TaskKind
Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.Done hourly or more by most who do it. AI observed on this task.23%2.5 h50 min to 6.7 h46%Half by Oct 2026
Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.Done daily by most who do it. 19%3.3 h1.3 h to 1 work day36%Half by Dec 2026
Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.Done daily by most who do it. 17%3.3 h1.3 h to 5 h49%Half by now
Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.Done daily by most who do it. 16%2.5 h50 min to 6.7 h46%Half by Oct 2026
Prepare reports that include the degree of risk involved in extending credit or lending money.Done daily by most who do it. 15%2.5 h50 min to 6.7 h46%Half by Oct 2026
Generate financial ratios, using computer programs, to evaluate customers' financial status.Done daily by most who do it. 5%38 min13 min to 1.7 h95%Half by now
Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity.Done daily by most who do it.2%1.3 h25 min to 2.5 h87%Half by now
Confer with credit association and other business representatives to exchange credit information.Done more than monthly by most who do it.1%50 min25 min to 1.7 hStays with people
Review individual or commercial customer files to identify and select delinquent accounts for collection.Done more than yearly by most who do it.0.5%50 min25 min to 2.5 h95%Half by now
Consult with customers to resolve complaints and verify financial and credit transactions.Done more than monthly by most who do it. 0.3%38 min13 min to 1.3 hStays with people
Contact customers to collect payments on delinquent accounts.Done more than monthly by most who do it.0.0%21 min8 min to 50 min100%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.