Credit Analyst
Credit Analyst scores just 10/100 on this site's structural exposure measure, one of the lowest readings on this site, reflecting how closely credit-risk analysis, evaluating financial statements and payment history to produce a risk determination, resembles the structured, data-driven work AI systems are built to handle.
We have not ingested real-world usage data for this occupation yet. We show a band only where genuine data exists, rather than estimate one.
What a credit analyst actually does
Credit analysts examine credit data and financial statements of individuals or firms to determine the degree of risk involved in extending credit or lending money, preparing reports with credit information for use in decision-making. The work centers on evaluating an applicant's ability to repay, reviewing financial statements, payment history, collateral value, and broader market conditions, then producing a recommendation or rating that determines whether and on what terms a loan or credit line gets approved.
Credit analysts work for banks, credit unions, credit-rating agencies, and corporations extending trade credit to other businesses, and they confirm that lending decisions comply with an institution's internal policies and applicable lending regulations. Unlike a loan officer, who manages the client relationship and the overall loan process, a credit analyst's role centers specifically on the underlying risk analysis that decision rests on, work that has become a central target for the financial-technology industry's automated-underwriting push.
Why it reads this way
Credit Analyst scores just 10/100 on this site's structural exposure measure, one of the lowest readings on this site, reflecting how closely credit-risk analysis, evaluating financial statements and payment history to produce a risk determination, resembles the structured, data-driven work AI systems are built to handle. No mandatory license protects this occupation (distinct from licensed loan officers under the SAFE Act, a separate role), so there's no legal wall standing between this work and the automated tools already reshaping it.
Real, current, named evidence confirms this isn't hypothetical: Zest AI, a commercial AI underwriting platform, is deployed at named financial institutions including Suncoast Credit Union, reporting a 70-83% auto-decisioning rate at that institution alone, a real, commercial-scale deployment directly performing the credit-decisioning task this occupation exists to do, not a pilot or a proof of concept. Zest AI was named to CNBC's 2025 World's Top FinTech Companies list, independent trade-press recognition corroborating the vendor's own claims.
Upstart, a publicly traded consumer-lending platform, has for several years disclosed approving a large majority of its personal-loan volume with no human underwriter touch, a figure that has run in the 85%+ range in past investor disclosures, directional context rather than a freshly re-verified figure for this specific pass.
BLS's reported growth for this occupation runs at -1% or lower (2024-2034, a projected decline), corroborating rather than driving this verdict, but consistent with what named, at-scale automated-underwriting deployment would predict for this specific task.
Skills this role draws on
Range source: O*NET OnLine, 2025 wage data via BLS OEWS, SOC 13-2041.00 'Credit Analysts'
Average source: O*NET OnLine 2025 wage data (Annual Median Wage) for Credit Analysts (13-2041.00)
Safer, skill-adjacent careers
These aren't generic "consider retraining" suggestions. Each one shares real skill or task overlap with credit analyst work, and each one scores meaningfully higher on our structural exposure scale, with the reasoning shown below.
Related financial-analysis skills transfer directly, and Financial Examiner carries a real statutory wall, federal law requiring government agencies to personally conduct bank exams, that credit analysis entirely lacks.
A related quantitative-finance role backed by genuine current evidence that real-world AI deployment in its field remains shallow, rather than the named, at-scale automated-decisioning tools already reshaping credit analysis.
Similar risk-assessment and quantitative-modeling foundation, but backed by a real appointed-actuary legal requirement most states impose on insurance reserve filings.
Credit Analyst scores just 10/100, one of the lowest readings on this site, and no mandatory license protects the occupation. Real, named, current 2025 evidence confirms concrete disruption: Zest AI, a commercial AI underwriting platform, is deployed at named institutions including Suncoast Credit Union with a reported 70-83% auto-decisioning rate, corroborated by independent trade-press recognition (CNBC's 2025 Top FinTech Companies list). Upstart has for years disclosed approving a large majority of personal-loan volume with no human underwriter, directional context rather than a freshly re-verified figure. BLS projects a decline (-1% or lower, 2024-2034), corroborating rather than driving the verdict but consistent with named, at-scale automated-decisioning already displacing this occupation's core task, as of 2026-08-19.
This is a researched judgment (checklist v1.2), not a statistical measurement — it sits alongside, not instead of, the structural exposure signal above. Next scheduled review: 2027-02-19.
Data sources & methodology
Salary data: O*NET OnLine, 2025 wage data via BLS OEWS, SOC 13-2041.00 'Credit Analysts'. Average figure sourced separately: O*NET OnLine 2025 wage data (Annual Median Wage) for Credit Analysts (13-2041.00).
Task descriptions: Based on O*NET occupational analysis (13-2041.00).
Real-world AI usage band: Microsoft's "Working with AI" study of Bing Copilot conversations mapped to O*NET tasks (arXiv 2507.07935), and corroborating data from the Anthropic Economic Index.
Growth projections: -1% or lower (2024-2034, a projected decline), corroborating rather than driving this verdict, but consistent with named, at-scale automated-underwriting deployment already displacing routine credit-decisioning work (BLS Occupational Outlook Handbook), based on BLS Occupational Outlook Handbook.