AI career risk report for US finance roles
A 0–100 scorefor how much of a finance role AI is already doing
SELOR measures how much of your role is automatable today. One number from 0 to 100, broken into your actual tasks, with a route for the occupations we cover. Built for CPAs, controllers, FP&A analysts, auditors and tax professionals in the US.
You see the score free. The report is $10.
5 questions · about 60 seconds · 14-day money-back guarantee
- Band
- CAUTION
- Confidence
- MEDIUM
Sample output. Higher score means more exposure. Your numbers come from your own answers.
Opinions about this are free. A number is harder.
Ask ChatGPT and you get an answer. Ask it again tomorrow and you get a different one. It has no data about what happened to your role this quarter, so it writes something plausible instead.
Ask a career coach and it costs about $150 for thirty minutes. You get judgment — often good judgment — about a job market they last worked in some years ago.
Your employer knows more than either, and will not tell you. The job description gets rewritten first. The headcount conversation happens later, without you in the room.
SELOR does one thing: it puts a number on it, and shows the arithmetic.
Measurement, not prophecy.
What is free, and what the $10 buys
The free score gives you your 0–100 number, its risk band, its confidence label and your highest-risk driver. The $10 Full Report adds the task-by-task exposure map, the red zone, the peer benchmark and a route for the occupations we cover.
You answer five questions and the score appears before any payment. This is the exact boundary — the free tier is built from a fixed list of permitted fields, so nothing below moves quietly across the line.
| What you get | Free score | Full Report · $10 |
|---|---|---|
| Your score, 0–100 Higher means more exposure | Included | Included |
| Band and confidence label LOW / CAUTION / HIGH, and HIGH / MEDIUM / THIN data | Included | Included |
| Your highest-risk driver Which of the three is pushing your number up | Included | Included |
| Task exposure map Up to 12 tasks, each scored for how automatable it is today | Locked | Included |
| Red zone The share of your week sitting in automatable work | Locked | Included |
| Peer benchmark Your score’s position on an assumed curve for finance roles — not peer data | Locked | Included |
| Route For the occupations we cover — most roles get none. No projected score effect | Locked | Included |
| Your moat, full citations | Locked | Included |
On the free tier the locked sections show their item counts and nothing else — you can see how much is there before deciding.
What is in the report
The $10 SELOR Full Report contains five sections: your score with its confidence label, a task exposure map of up to 12 tasks, your moat, a route for the occupations we cover, and a peer benchmark. Every scored figure carries a citation to its source; the peer curve is labelled as an assumption, not a citation.
The score, and how sure it is
0 to 100, where higher means more exposure. Three bands: LOW below 30, CAUTION from 30 to 52, HIGH from 53. Alongside it, a confidence label — HIGH, MEDIUM or THIN — that tells you how much data sits behind your result.
Your task map — up to 12 tasks
Your role split into the tasks you actually do, in O*NET's wording rather than ours. For each one: the share of your week it takes, and how automatable it is today.
Your moat
The specific tasks that stay yours, each with the reason it resists automation. Named tasks from your own map, not encouragement.
A route, where we cover your occupation
We cover a route for some occupations, not all — the report says plainly if yours isn't one of them yet. Each row names the move, the skill it builds, and the artifact you finish holding. There is no projected score effect: we don't claim a move lowers your number by a given amount.
Peer benchmark
Your score’s position on an assumed curve for finance roles — not peer data. The median and deciles are read off that assumed curve, and the report says so every time it shows them.
Every scored figure carries a citation
Each scored number traces to the source it came from — the filing or the posting dataset. This is enforced rather than promised: a citation that does not resolve to a registered source is rejected, and the report does not ship. The peer curve is a labelled assumption, not a citation. The same rule is why you will not find a scored statistic on this page that we cannot point at.
What the task map looks like
The task map scores each task in your role for how automatable it is with tools available today. Tasks fall into three buckets — red, yellow and green.
Below is a sample for a Senior FP&A Analyst in Chicago. Six of the rows are shown here; a real map has up to 12 tasks, depending on how many your domain carries.
| Task | Bucket | Share of week | Automatable now |
|---|---|---|---|
| Prepare consolidated month-end close entries | Most exposed | 14% | 71% |
| Reconcile intercompany balances | Most exposed | 9% | 78% |
| Build and maintain the rolling 13-week cash forecast | Middle third | 11% | 58% |
| Draft variance commentary for the board pack | Middle third | 8% | 44% |
| Present findings to the audit committee | Your moat | 6% | 12% |
| Negotiate covenant terms with lenders | Your moat | 4% | 8% |
Read the bottom two rows again. That is the moat: the work that needs a room, a counterparty and accountability. The report tells you which of your tasks belong there — and what share of your week currently does not.
Sample red zone: 23% of the week
How the number is built
The SELOR score combines three weighted drivers: hiring trend, layoff signal, and your moat. Each carries a fixed weight in the model. The weights do not change between customers, and they do not change because of who is asking.
Hiring trend
Which way the count of open roles is moving in your domain and metro. The largest single weight in the model.
Layoff signal
Illinois WARN notices from the last six months, dated by when the separations happen and apportioned to your occupation by industry staffing shares, ranked against the record since 2019. SEC filings appear in Market Intel but do not move the score.
Your moat
The tasks that resist automation. The only driver that pulls your score down, which is why the route includes personal recommendations written for your role and tasks.
Same inputs, same score
The score is computed in code from fixed formulas. It is not written by a language model, and it is not an opinion that varies by run. Every run is hashed: give the same answers and you get back the identical number, not a fresh guess.
A language model does write the prose — the explanations, the one-liners, the closing note. It is handed the computed figures and is not permitted to produce its own. Any number in the narrative that does not match the computed payload fails validation, and that report does not go out.
Model version and input hash are printed on every report, so any result can be reproduced or challenged. Measurement, not prophecy.
What we don't have yet
No testimonials. We are launching with a founder cohort of finance professionals in Chicago, and we would rather show you an empty space here than write quotes nobody said. When there are real ones — name, role, what actually happened — they go in this section.
No claim that we predicted anyone's layoff. We measure what the market is doing now. That is a leading indicator, not a forecast, and the report says so in those words.
What we do have is a refund policy that makes finding out cost nothing.
If you would rather start without a payment at all, the free SELOR career risk score is the same first three steps and stops before checkout.
$10, one time
The SELOR Full Report costs $10 as a one-time payment. Thirty minutes with a career coach runs about $150. This is $10, once: one payment buys one report for the answers you gave. Reopening it later is free — new answers start a new report.
There is no subscription on this page and nothing renews. One payment, one report, yours in your account.
Payment handled by Stripe · US customers · 14-day money-back guarantee
What happens when you click
- 1Create an account. Email and password. The report has to live somewhere you can get back to.
- 2Answer five questions. Your title, your metro, your years in finance, how your week splits, and which tools you use. About 60 seconds. You can upload your own LinkedIn profile export instead.
- 3See your score. Free. The number, the band, the confidence label, and your worst driver — before you decide anything.
- 4Pay $10 for the rest. Card details go to Stripe and never reach our servers.
- 5Read it. The report opens in your account. We also email you when it's ready — that email is a link only, no report content, for your privacy.
If it tells you nothing you didn't know, it's free
You have 14 days. Write to hello@selor.work and we refund the $10 — no form, no questions, no reply-to-this-survey. The full policy is on the refunds page, in the same plain words.
Questions people actually ask
Will AI replace accountants and finance professionals?
Do I have to pay before I see anything?
How is this different from asking ChatGPT?
How accurate is the score?
Which roles do you cover?
What happens to my data?
What if the report tells me nothing new?
The market won't tell you. It will just stop calling.
Five questions, about a minute, and you will know your number. Whether you want the task map behind it is a decision you can make after you've seen it.
Get my free score then $10Free score first · $10 one-time for the report · 14-day money-back guarantee


