Expertise That Trains the Frontier

High-paying, flexible, remote engagements for finance professionals, turning deal-level judgment into the data that powers frontier AI.

View Opportunities How It Works

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Opportunities

Available Opportunities

Remote engagements across investment banking, private equity, venture capital, asset management, and strategic advisory, where nuanced human judgment is essential.

Always remote and flexible hours

OpenFinance Expert2+ years of experience at top-tier financial institutionsProject FinanceDCF Valuation3-Statement Models$150-200/hrView role →OpenInvestment Banking Expert2+ years of experience at top-tier investment banksM&AValuationDeal Execution$150-200/hrView role →OpenPrivate Equity Expert2+ years of experience at top-tier private equity fundsLBO ModelingDue DiligencePortfolio Reporting$150-200/hrView role →OpenTax Expert (US Experience)3+ years of top-tier tax experience at leading institutionsUS Tax CodeStructuringCompliance$120-180/hrView role →OpenAccounting Expert (US GAAP)3+ years of top-tier accounting experience (e.g. Big 4, in-house)US GAAPFinancial ReportingAudit$120-180/hrView role →OpenLegal Expert (Transactions)5+ years of hands-on transaction experience at a top-tier firm or in-house teamTransactionsContract ReviewDeal Documents$150-250/hrView role →OpenHedge Fund Expert (L/S Equity)4+ years on a long/short equity pod, single-manager hedge fund, or comparable buy-side seatLong/Short EquityThesis BuildingRisk Management$200-300/hrView role →OpenHedge Fund Expert (Quantitative Researcher)3+ years as a quantitative researcher at a systematic hedge fund, prop trading firm, or quant deskQuant ResearchPythonBacktesting$200-300/hrView role →OpenInvestment Banking Training Instructor3+ years in investment banking, private equity, or a comparable finance roleFinancial ModelingInstructionCurriculum Design$150-200/hrView role →OpenPersonal Finance Expert3+ years advising individual clients, financial planning, wealth management, or advisoryFinancial PlanningWealth ManagementRetirement & Tax$100-150/hrView role →OpenSales Expert (Account Executive)3+ years in quota-carrying sales roles, AE, enterprise sales, or comparableEnterprise SalesNegotiationPipeline Management$100-150/hrView role →OpenInsurance Expert3+ years in underwriting, claims, actuarial, or brokerage at a leading carrierUnderwritingClaimsRisk Assessment$120-180/hrView role →

Why Join

Why Operators Join the Gold-Standard Network

Work With Frontier Labs

Engagements feed the models defining the field. Judgment lands in frontier training runs, not a content mill.

Top-of-Market Compensation

Expert knowledge priced like expert knowledge, paid reliably on a weekly cycle.

Fully Remote, Fully Flexible

Engagements fit around a desk job, a fund, or a sabbatical, with hours the expert's to set.

A Network of Peers

The gold-standard network of operators from the top of global finance.

Frontier AI Fluency

Working at the model frontier builds the sharpest AI skill set in finance, an edge that compounds in any career.

Early Access to New Tools

Be first to test frontier tooling: experts get early access to new Qofi tools and features before anyone else.

How It Works

From Application to First Payment

Apply

A short application focused on real experience: the desk, the deals, the judgment.

Skills Test

Screening to project-specific institutional standards, run by former sector heads, not generic assessments.

Get Matched

Engagements matched to domain and seniority across M&A, PE, credit, research, and beyond.

Start Earning

Flexible hours and top-of-market pay on genuinely interesting projects, paid out every week.

From the Network

Operators on the Work

“Ten years of LBO models finally compound somewhere other than a data room. The work is real diligence-grade analysis, and the pay reflects it.”

Fernando S.

Former Private Equity VP

“It fits around the day job. A few evenings a week reviewing model outputs against how deals actually get done. Flexible hours, weekly payment, zero friction.”

Cadmiel F.

Equity Research Analyst

“The vetting was the most rigorous I have seen outside a fund interview, which is exactly why the network is worth being in. The standard is the point.”

Katherine H.

Former M&A Director

“The case assessment was an actual deal workflow, not a quiz. It was obvious from day one this is not a labeling farm.”

Andrew S.

Investment Banking Associate

“Underwriting logic built over a decade now teaches models to catch what juniors miss. Strange, and deeply satisfying.”

Mei C.

Credit Underwriter

“Between funds, this kept the edge sharp: frontier tooling, real analysis, and payments that land on time, every time.”

Omar S.

Former Hedge Fund Analyst

“The bar is high and the network is small. Every manager review made the work better. It feels like a top desk, remote.”

Laura B.

Venture Capital Associate

“Ten years of LBO models finally compound somewhere other than a data room. The work is real diligence-grade analysis, and the pay reflects it.”

Fernando S.

Former Private Equity VP

“It fits around the day job. A few evenings a week reviewing model outputs against how deals actually get done. Flexible hours, weekly payment, zero friction.”

Cadmiel F.

Equity Research Analyst

“The vetting was the most rigorous I have seen outside a fund interview, which is exactly why the network is worth being in. The standard is the point.”

Katherine H.

Former M&A Director

“The case assessment was an actual deal workflow, not a quiz. It was obvious from day one this is not a labeling farm.”

Andrew S.

Investment Banking Associate

“Underwriting logic built over a decade now teaches models to catch what juniors miss. Strange, and deeply satisfying.”

Mei C.

Credit Underwriter

“Between funds, this kept the edge sharp: frontier tooling, real analysis, and payments that land on time, every time.”

Omar S.

Former Hedge Fund Analyst

“The bar is high and the network is small. Every manager review made the work better. It feels like a top desk, remote.”

Laura B.

Venture Capital Associate

FAQ

Frequently Asked Questions

How does the network work?

Qofi connects vetted finance operators with engagements that train and evaluate frontier AI, reviewing model outputs, building deal-level workflows, writing evals, and grading agent performance. Every expert is screened to project-specific institutional standards before joining the gold-standard network.

Who qualifies as an expert?

Practitioners with real institutional experience, investment banking, private equity, credit, equity research, accounting, law, insurance, and adjacent domains. Analysts through sector heads. What matters is demonstrated deal-level judgment, not job titles.

How flexible is the work?

Fully remote, with hours set by the expert. Most engagements run a few hours a week and fit alongside a full-time role; larger blocks are available for those between roles or on sabbatical.

How does payment work?

Rates are set per engagement and reflect experience, seniority, and project role.

What about confidentiality and conflicts?

Every engagement runs under NDA with strict conflict screening. Experts never work on material connected to current or recent employers, and no engagement ever involves MNPI, the work draws on judgment and method, not confidential deal information.

Do experts need AI experience?

No. The expertise is finance; Qofi provides the AI training, tooling, and manager support. Most operators are fully productive within their first engagement.

Join the Gold-Standard Network

Flexible remote engagements, weekly payments, and work that shapes the frontier.

See Opportunities