Labs pays chartered accountants, CFA charterholders and former analysts to author, work and review the tasks that teach and test financial AI. Remote, by the hour, at practitioner rates, under conflict rules that protect you as much as the buyer.
An AI model learns finance the way an analyst does: from worked examples, judged by someone who knows. You are the someone who knows. Every assignment is scoped, timed and paid in advance of your accepting it.
From a sealed set of filings and data stamped to a date, write the question an analyst would actually be asked, the answer with its working, the sources it stands on, and the tolerance the answer deserves. You set what counts as right.
Work an authored task inside Quantify Terminal and Excel while the session is captured: the screen, every action, and the datapoint each number came from. The recording of how you got there is the product.
Work the task without seeing the author's answer, then compare. Where you disagree, both positions are recorded with reasons, and a third expert decides or the task is withdrawn. Nothing is averaged away.
India alone has 452,825 chartered accountants (ICAI, April 2026). Labs is not looking for many of them. It is looking for the ones who have built models for a living, write clearly, and can be screened clean of the issuers they author.
Chartered accountants in or formerly in practice; CFA charterholders; former sell-side or buy-side analysts, FP&A and modelling specialists with three or more years of building and defending numbers. Say which, and for how long.
The tasks are the work: spreading a filing, updating an estimate model, tying figures across sources, finding what broke a thesis. You should be fast in Excel and in the habit of writing down where every number came from.
Screening before engagement and again per assignment; a cooling-off period from anything you covered; a signed attestation on every task that you brought no documents of your own. These rules protect the buyer from leakage and you from any question of it.
Recorded sessions cannot be done in fragments. Authoring and review can. Most experts work a few assignments a month alongside other commitments; some work more. Both are fine.
These are the standing terms. The assignment states the specifics before you accept it, and nothing in an assignment can be less than what is written here.
Rates depend on the assignment type, the seniority it needs and the market you are in, and are written into the assignment. Hours are paid as recorded, including review time. Payment monthly, in your currency.
You are engaged as a contractor, not an employee. Tasks, rubrics, answers and recordings you produce are assigned to Labs under the agreement, which is how they can be licensed to buyers with clean title.
Buyers see that a named, credentialed, screened expert authored and another reviewed each task. They see your name only if you choose to be credited; otherwise an identifier that is yours and no one else's.
Recorded sessions run in an environment Labs provides, with the documents the task permits and no personal accounts. Nothing you bring enters it, and nothing in a recording identifies anyone but you.
There is no portal. Write to data@labs.quantifyterminal.com with the subject "Expert", and include the five things below. Replies to everyone, usually within a week; a short paid trial task for those we take forward.