AI exposure Business and financial operations
Will AI replace credit analysts?
Credit Analysts. US occupation 13-2041.
The reading
16.9%
of the time credit analysts spend on their work goes on tasks where AI is already being used to do that work.of credit analysts' working hours go on tasks AI has already started taking off their plate.
Ranked 137 of 756 US occupations. More exposed than 81% of them.Further along than 81% of them.
Per cent of working time Square-law scale
Average US job 7.7%
Well above the typical job.Ahead of most of the workforce.
What AI already does for credit analystsWhat credit analysts no longer do alone
O*NET lists 11 tasks for credit analysts. AI use at work shows up in 1 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.Core task mostly automated 0.94
What it does not touch, yetWhat still needs a human
10 of the 11 tasks show no AI use at work in the data.
- Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.Core task
- Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.Core task
- Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.Core task
- Consult with customers to resolve complaints and verify financial and credit transactions.Core task
- Generate financial ratios, using computer programs, to evaluate customers' financial status.Core task
- Prepare reports that include the degree of risk involved in extending credit or lending money.Core task
Show the other 4
- Confer with credit association and other business representatives to exchange credit information.
- Contact customers to collect payments on delinquent accounts.
- Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity.
- Review individual or commercial customer files to identify and select delinquent accounts for collection.
How that compares
Among the 29 business and financial operations occupations, credit analysts rank 13. The group averages 17.7%, and its most exposed job is Market Research Analysts and Marketing Specialists at 64.8%. The average US occupation sits at 7.7%.
Just above in the ranking
- 134Advertising and Promotions Managers 17.3%
- 134Hotel, Motel, and Resort Desk Clerks 17.3%
- 136Judicial Law Clerks 17.0%
Just below
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.