Weekly AI use for tax research went from a third of practitioners to three fifths in twelve months. That is not gradual adoption, it is a profession changing how it works.
Short answer: A Blue J and CPA.com survey of more than 1,000 US tax professionals found AI adoption nearly doubling in a year, with 60% using AI for tax research at least weekly, up from 33% in 2025, and 46% of accountants using AI tools daily, up from 18% in 2023.
Key takeaways
- A Blue J and CPA.com survey of more than 1,000 tax professionals across the United States found AI adoption among tax firms nearly doubled in one year. 60% of respondents now use AI for tax.
- 68 live listings in this category publish a rate, at a median top-of-range of $100 an hour and a ceiling of $280.
- The work is remote contract work, asynchronous, with no set hours and no guaranteed volume.
- Applications screen on a short skills assessment rather than a resume or interview.
What was reported
The finding
A Blue J and CPA.com survey of more than 1,000 tax professionals across the United States found AI adoption among tax firms nearly doubled in one year. 60% of respondents now use AI for tax research at least weekly, up from 33% in 2025, and 46% of accountants use AI tools daily, up from 18% in 2023. Broader figures show 73% of accounting and CPA firms having implemented some form of automation as of 2026, a 340% increase from 2022 levels, with 88% using AI for client services and 86% for firm operations. Firms using AI report 30% faster month-end close and 25% more advisory revenue. Commentators describe routine compliance work that once filled billable hours being automated, pushing firms toward higher-value advisory services.
The Blue J and CPA.com survey of more than 1,000 US tax professionals found adoption nearly doubling year on year: 60% using AI for tax research at least weekly against 33% in 2025, and 46% using AI tools daily against 18% in 2023. Broader figures put 73% of firms running some automation, a 340% increase from 2022.
What the listings pay
The structural consequence is the one worth planning around. Routine compliance work that used to fill billable hours is being automated, and firms report 30% faster month-end close alongside 25% more advisory revenue. The billable base is shifting from doing the work to advising on it.
| # | Role | Advertised rate | Platform |
|---|---|---|---|
| 1 | Investment & Finance Expert | $245 to $280 an hour | micro1 |
| 2 | AI Finance Domain Expert | $100 to $200 an hour | micro1 |
| 3 | Financial Analyst Talent Network | $60 to $180 an hour | Mercor |
| 4 | Revenue-cycle Executive (VP/Sr. Director Revenue Cycle, or RCM-focused Finance Leader) | $162 to $162 an hour | Elion Health |
| 5 | Finance / Business Ops Experts | $80 to $160 an hour | Mercor |
| 6 | Quantitative Finance Researcher | $150 to $150 an hour | Handshake AI |
| 7 | Financial Managers | $120 to $150 an hour | Mercor |
| 8 | Private Equity & Venture Capital - Finance Domain Expert | $110 to $150 an hour | Mercor |
| 9 | Investment Banking & M&A - Finance Domain Expert | $100 to $150 an hour | Mercor |
| 10 | Personal Financial Advisors | $90 to $150 an hour | Mercor |
Source: 68 live listings on this board that publish a rate, read directly from each posting on 2026-09-06. Listings without a published rate are excluded rather than estimated.
How this compares across the board
A rate only means something next to the alternatives. This is every category we track with at least five listings publishing a rate, ranked by median top-of-range, so you can see where this work sits rather than taking a single number on trust.
| Category | Listings | Median low | Median top | Highest |
|---|---|---|---|---|
| Legal | 95 | $100 | $140 | $400 |
| Medical | 68 | $77 | $120 | $400 |
| Consulting | 45 | $80 | $120 | $280 |
| Finance | 94 | $80 | $110 | $280 |
| Engineering | 114 | $70 | $100 | $300 |
| Research/PhD | 132 | $70 | $90 | $280 |
| Writing | 36 | $40 | $80 | $280 |
| Bilingual | 78 | $44 | $52 | $120 |
| Annotation | 25 | $12 | $24 | $120 |
Same source and date as above. Categories are matched on listing title, so a role can appear in more than one.
What it means for you
Accounting judgment is also directly purchasable right now. Across 68 live accounting, tax and finance listings on our board that publish a rate, the median top-of-range is $100 an hour, reaching $280.
Where AI still fails in tax and accounting
Tax is jurisdictional, dated and conditional. A treatment correct in one state, one tax year, or one entity structure is wrong in the next, and a model will produce all of them with the same confidence.
Citation is the specific failure. A generated tax research memo that cites a superseded ruling or misapplies a threshold reads exactly like a correct one, which is why 60% weekly use has not translated into unsupervised use.
This mirrors the legal profession's experience precisely, and legal has the sanctions record to show what happens when the check is skipped.
Turning this into an advantage rather than a threat
Datarails found AI mentions in accountant job postings rising 67% in a year, the steepest of any finance role. Employers are asking for AI experience in accounting specifically.
Training and evaluating financial and tax models is the most direct way to acquire that experience, and it is paid. It also produces something concrete to describe rather than a course certificate.
If you work in a regulated firm, get written compliance clearance first, and never use employer work product or client information in the work.
Who should apply
Two checks before you spend time on an application. Confirm the role accepts applicants from your country with the eligibility checker, since a meaningful share of listings carry location requirements. Then run the advertised rate through the take-home calculator, because this is contract work and the headline figure is before self-employment tax.
Applications complete on the hiring platform and usually take a few minutes, with a short skills assessment in place of an interview. Fill in every credential, language and professional background field on your profile. Those are what route you to the better paid listings, and most applicants leave them blank.
Frequently asked questions
How fast is AI adoption growing in tax firms?
Blue J and CPA.com found adoption nearly doubling in a year, with 60% using AI for tax research at least weekly, up from 33% in 2025.
How many accountants use AI daily?
46%, up from 18% in 2023. Broader figures show 73% of accounting and CPA firms running some form of automation, a 340% increase from 2022.
What is the effect on firms?
Firms using AI report 30% faster month-end close and 25% more advisory revenue, with routine compliance work being automated and the billable base shifting toward advisory.
Where does AI still fail in tax?
Jurisdiction, tax year and entity structure. A treatment correct in one context is wrong in another, and generated memos can cite superseded rulings while reading correctly.
What does accounting AI work pay?
Across 68 live accounting, tax and finance listings publishing a rate, the median top-of-range is $100 an hour, reaching $280.
Do employers want AI experience in accounting?
Yes. Datarails found AI mentions in accountant job postings rising 67% in a year, the steepest increase of any finance role studied.
Do I need firm approval?
If you work in a regulated firm, get written compliance clearance first, and never use employer work product or client information.
Sources
See every live role
The full board updates several times a week, with the advertised rate on each listing and closed roles removed.