Example · Credit Analyst
Software will take over spreading, the work of entering financial statements. Catching what others miss, setting the grade and presenting at committee will stay with you.
26 of your 40 hours still need you
- 15 stay yours
- 11 faster with AI
- 14 tools could take
A typical week at the middle pace. Your plan uses your own tasks.
Is credit analyst a good career with AI?
By our task-by-task count, 26 of a typical 40-hour week as a credit analyst still need a person. Tools could already take about 14 hours. Spreading, ratios, comps and document chasing are 34% of your week, and a model plus your bank's own vendors can already do all of it. That is the part most analysts dread.
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It is also what justified hiring a new graduate, and what a spreading module is sold to remove. Nobody is coming for the catch, the risk rating, or the defense at committee.
Most exposure analyses miss one point. Lending is regulated, but the rules name the bank and the approver. They do not name the analyst. Your protection comes from whoever signs, and that protection can be handed to a vendor. This year the federal model-risk guidance was rewritten to apply mainly to banks over $30 billion (Sullivan & Cromwell, April 2026), and in May 2025 the CFPB, the federal consumer finance regulator, withdrew its guidance on explaining algorithmic declines. Your protection exists, but it is thinner than "regulated" suggests, and it is tied to a seat you do not yet hold. This plan aims you at that seat.
The hard truth
More business lending now happens outside banks.
By mid-2024, US private credit had grown to about $1.3 trillion, roughly five times its 2009 size. BLS expects credit analyst jobs to shrink.
Sources (2)
- US private credit totaled $1.34 trillion by mid-2024, roughly five times its 2009 size. Federal Reserve Board, FEDS Notes, 2025-05
- Credit analyst jobs are projected to decline 4.3% from 2025 to 2035. BLS Employment Projections, 2026
What stays yours
Finding what the relationship manager didn't mention
This takes context. The related-party lease isn't labeled "related party." Knowing the guarantor's brother owns the landlord entity comes from knowing the bank's files and one conversation. A model reads what is in the package, and the catch is about what is missing.
Writing the risks, mitigants and structure recommendation
Your accountability here is borrowed, but it sits close to the signature. This is the part of the memo the approver relies on and examiners read when a loan goes bad. Anyone can get a draft. A recommendation someone will sign is worth much more.
Assigning and defending the risk rating
This needs accountability and checking. A wrong grade surfaces at the next exam or the next downgrade, and the bank's allowance depends on it. Someone with a name must own the grade.
Presenting at committee
This needs you in the room and answering for the credit. The chief credit officer's question tests whether a human understood the credit. It is the task many analysts dread, and the single most protected one. The plan changes who owns the questions.
Watch-list and problem-loan work
This takes context and accountability. You make early-warning calls on a credit the bank already holds, working with a workout attorney and an RM (relationship manager) who wants to keep the relationship. None of it fits a template.
What's next for a credit analyst?
Plan A is your best move inside the work you do now. Most sessions in the 13-week plan build toward it.
- A
Get an individual lending authority
Why it fits
Why you. Your memo history is a track record the bank can audit, and the next step is signing something. Loan policy already defines the smallest authority tier. The open question is whose name goes in it.
The gap. You have no proof of your judgment separate from your manager's, no record of carrying a credit alone at committee and no credential. The 13-week plan covers all three.
The trade-off. Your name goes on losses. The number of people with authority is small and set by policy, so you may hear "when a seat opens." It is also tied to your bank. If the bank is bought, it resets, which is why week 10 looks at other banks.
Other moves that fit
These are also good bets in this field. Read them if Plan A doesn't suit you.
Portfolio management and problem loans
Why it fits
Why you. The catch, finding what nobody mentioned, is the whole of watch-list work.
The gap. You don't yet have a problem-loan file with your name on it.
The trade-off. Special assets teams shrink when credit is good and are merged first in a bank merger. Work on it alongside the lending authority move.
Same seat, larger bank
Why it fits
Why you. Three years plus a CRC is what $10–30B banks hire into underwriter and credit-officer seats.
The gap. You only need the CRC.
The trade-off. What you know about your bank's borrowers doesn't transfer, so your first year anywhere is your most exposed. We are not recommending the relationship-manager track (it means selling) or a compliance seat (real and growing, but away from the decision that protects you).
What's a plan B for credit analysts?
Plan B is a job AI is creating that these skills already fit. One session a week in the plan trains you for it, so it is ready if your job shrinks or you want a change.
BPlan B, picked for this role
AI evaluation specialist
Finding what the RM did not mention is the catch banks need when AI starts spreading financials and drafting memos.
Other options
AI governance analyst
Defending a risk rating and documenting exceptions are close cousins of model risk review, which some banks now extend to AI tools.
Expert AI trainer (contract)
Writing risks, mitigants and structure recommendations is expert work that AI training platforms screen for and pay well on contract.
In your own plan you can switch to any of the 47 roles.
The first two weeks
The first 2 of 13 weeks. Most weeks have three sessions of 45, 60 and 90 minutes, plus one 40-minute Plan B session. Weeks 11 and 13 have two regular sessions. Pause the plan during annual-review season. The CRC application deadline for the spring exam window is January 31, 2027. By week 13 you'll have a ledger of your recommendations against outcomes, a plain-language decline reasons template, and a submitted CRC application.
- Week 1: Measure your week
What you do
- AKeep a time log for one week. Sort your hours by the 13 tasks on this page.
- AList every credit memo from the last 24 months. Write your recommendation, the committee's decision and the loan's current grade.
- ARead your bank's lending-authority chart, the list of who may approve loans of what size. Write down the smallest level.
- BTake the first half of AI Fluency: Framework & Foundations, a free Anthropic course. Write which steps in a credit file you would hand to AI and which you would keep.
- Week 2: Test AI on spreading
What you do
- AAsk credit administration in writing whether borrower financials may go into a hosted AI model or only the vendor's spreading module.
- ASpread one tax return that covers two businesses by hand, then with whatever tool is allowed. Spreading means entering the numbers into your bank's analysis tool. Time both.
- AList what the tool got wrong or could not have known.
- BFinish AI Fluency and pass its final quiz.
Three courses from the plan
Checked 2026-09-22.
- Credit Risk Certification (CRC)ProSight Financial Association (RMA merged with BAI to form ProSight, November 2024; the old rmahq.org/credentialing page now 404s) · $550 initial; $250 retake; $150 recertification every 3 years (45 CE credits)
Yes. This is the credential in the plan.
- Commercial Lending School – FoundationalAmerican Bankers Association · ABA members $2,995; nonmembers $3,995
Not for you. It is pitched at "junior-level" lenders. Ask about Advanced only on bank money.
- Commercial Banking & Credit Analyst (CBCA)Corporate Finance Institute · $347.90/yr self-study (30% off $497); $592.90/yr full-immersion
No, per the advice we decline. Listed so you can check us.
Risks beyond AI: highMerger risk
Banks keep consolidating, and an acquisition collapses two credit departments into one and resets every lending authority in the acquired one, with no tool involved. If your bank is a plausible target, that matters as much as anything in the AI analysis.
Where this could be wrong
- Bank size drives the regulatory read. We assumed a bank under $30 billion. Above $30B, SR 26-2 applies in full, a model-risk function exists, and the "learn Python" advice we declined becomes a real internal path.
- Acquisition may dominate everything. If your bank is bought, the authority resets and "same seat, larger bank" becomes the move to lead with. Week 10 is the hedge, but it may not be enough.
- The tool may be better at add-backs than we assumed. Then the Week 2 list is short and your claim on the exception rules is weaker.
- Regulation could tighten. If states follow Colorado's January 2027 human-review rule, this report understates your protection.
Also matched: credit analyst, commercial credit analyst, credit underwriter. Research checked 2026-09-22. Page updated .