Domain / Finance

Finance pros. Catch what models can't.

Models can scan an annual report and miss the material risk. They can run a valuation and get the assumptions wrong. Get paid to apply the judgment that auditors, research analysts, and risk managers actually rely on.

Starting at $50-$100+/hr
~10 min application
Finance illustration
What you'll actually do

Three task types. One craft.

You're not running a deal - you're reviewing an AI's attempt at financial work and telling it, with citations and numbers, exactly where it went off.

  1. 01

    Write a prompt

    Craft realistic analyst questions that probe how models handle numerical reasoning, regulatory nuance, and material judgment.

    ScenariosEdge cases
  2. 02

    Review the AI output

    Check the math, the sources, the regulatory fit, and whether the model's framing matches how analysts actually present work.

    Tie-outSources
  3. 03

    Write the correct analysis

    Produce the gold version: numbers tied to source, assumptions made explicit, and a rationale a senior analyst would defend.

    MemoRationale
How it works

Three steps. No overhead.

01

Apply & qualify

Complete a short assessment that tests numerical reasoning, filing literacy, and analytical judgment.

~60 min assessment
02

Get matched

Based on your background, we route work in your strongest areas - equities, credit, audit, compliance, or risk.

Flexible scheduling
03

Work & get paid

Complete tasks on your own schedule. Per-task payment, processed regularly.

Regular payouts
Why you'll love it

Work designed for finance minds.

Remote & flexible

Work around your day job, your hours, your travel - no fixed schedule.

Meaningful projects

Train AI that handles real analyst work - not toy spreadsheets.

Competitive pay

Premium rates for premium judgment. Domain experts paid at expert rates.

No check-in culture

No standups, no recurring meetings. Focus on the work, ship, move on.

Critical thinking

Apply the judgment that actually matters in audit, risk, and analysis.

Real impact

Your work shapes models used by professionals, students, and researchers globally.

FAQ

Frequently asked questions.

What kind of work will I do?

You'll review AI analyses of filings, earnings calls, risk reports, and financial models. You'll write the correct version, flag errors with sources, and design probing prompts.

Do I need AI/ML experience?

No. Finance and analytical expertise is what matters. We provide clear rubrics.

What kind of position is this?

A flexible, task-based contractor role. Work remotely, on your own schedule. No long-term commitment.

How much can I earn?

Finance projects start at $50-$100+/hr, with rates scaling by task complexity and quality.

Is there a confidentiality concern?

All work is on publicly available materials, synthetic scenarios, or properly licensed data. You never work on client-confidential information.

How do I get started?

Apply through the form above and complete a short assessment. Approval is based on assessment performance.

Apply now

Get ahead in a changing workforce.

No recruiters. No interviews. Just meaningful work and real compensation. Apply once and we'll match you to projects in your area of expertise.

Apply as a finance expert