EXPOSED
This catch-all bucket — treasury analysts, financial risk specialists, pricing and compliance analysts, benefits and grants finance staff — is dominated by spreadsheet modeling, reconciliation, variance reporting, and memo-writing, all of which current AI drafts at usable quality with a human reviewing. The modal worker holds no license that legally requires a signature, so the surviving work is the part where someone assembles ambiguous evidence, makes a capital, pricing, or risk call, and answers for it to a committee or regulator. Employment concentrates upward: fewer analysts producing packets, more specialists owning positions and defending assumptions.
Mixed — a routine tier and a judgment tier. Pulling bank feeds into a cash position, tying subledger to GL, building a rate-sensitivity table, and drafting the variance narrative are all things a model does at first-draft quality today — what holds the score at 8 rather than 4 is the recurring work of chasing down why a counterparty confirmation doesn't match, arguing an assumption with a business unit head, and deciding what the packet should say when the data is late or wrong.
Fully desk- and screen-based. The job is a laptop, a market data terminal, and a recurring committee meeting; the only physical element is walking a signature page or sitting in the room when the treasurer approves a hedge, which is why this is 3 and not 0.
Certification preferred, not legally required. Nothing in this bucket requires a state license to perform — the CFA, CTP, or FRM your employer put on the job posting is a hiring filter, not a statutory one, and when a hedge accounting treatment or a grant cost allocation gets challenged it is the CFO, controller, or an external auditor whose name is on the attestation, not yours.
Some relationship component. Your standing comes from being the person the treasurer, the ALCO, or the program officer calls before they commit — real, but it is credibility about a specific book or grant portfolio rather than a portable client relationship, and the reconciliation and reporting half of the job is consumed by people who never learn who produced it.
Meaningful discretion. Setting a transfer price, sizing a liquidity buffer, calling an allowance assumption, or deciding a cost is unallowable under 2 CFR 200 are genuinely contestable calls you defend in a meeting — but at 11 rather than 16 because a policy, limit framework, or delegated authority almost always caps your discretion and someone above you signs the final position.
Personal Financial Advisors EXPOSED
Has AI actually changed your work?