
FP&A Analyst - Remote Part-Time Fellowship
Listing checked September 18, 2026 · pay as published by Handshake AI
Overview
Handshake AI hires experienced FP&A professionals for part-time contract work that improves AI models. You draw on your retail finance background to write expert-level questions and scenarios that mirror real planning workflows. Then you review AI answers for accuracy and relevance, noting where the model misses how budget variance analysis or demand forecasting works in practice. The schedule is yours: no set hours and no minimum commitment. This project runs alongside your current role.
What You'll Do5
- 1Design expert-level training questions and scenarios that reflect actual retail finance workflows.
- 2Assess AI-generated responses for accuracy and relevance to real planning and analysis practices.
- 3Write structured feedback that pinpoints gaps in model output and explains how to improve it.
- 4Ground training content in workflows such as budget variance analysis, hindsight analysis, store performance reporting, and demand forecasting.
- 5Set your own pace and choose when to complete tasks, since the project has no fixed schedule or minimum hours.
Requirements4
- 1Five or more years in retail finance or financial planning and analysis, with roles such as FP&A Analyst or Senior FP&A Analyst.
- 2Direct experience with budget variance analysis, hindsight analysis, store performance reporting, and demand forecasting.
- 3Clear, concise writing and close attention to detail.
- 4Comfort working alone in a remote, asynchronous environment.
Who Should Apply
The ideal candidate brings at least five years in retail finance or FP&A, with direct work in budget variance analysis, hindsight analysis, store performance reporting, and demand forecasting. You also write with precision and can work alone on an asynchronous schedule. Candidates who lack retail finance exposure or who have never owned FP&A workflows often score low, even if they have general finance experience. The role is less suitable for professionals who need a fixed schedule or frequent team interaction. Another common rejection reason is vague written feedback that lacks concrete examples from real planning and analysis work.
Salary Insight
The source lists $80 per hour for this part-time contract. That rate applies to project-based work with no minimum hours, so total earnings depend on how many tasks you take on. For an experienced FP&A professional, this rate aligns with specialized AI training projects that call for domain expertise.
Pay and demand for Financial Analysis & Planning roles
AggregatedTypical pay
$86/hour
This role
$80/hr
Most Financial Analysis & Planning roles pay $71–$124 per hour. This role's pay falls inside that range.
Based on 58 similar roles that publish pay · 5 publish only a top rate; those count at the rate they gave
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
- 68
- Listed in last 30 days
- 41
- Remote
- 97%
Hiring most right now: micro1 (18) · Mercor (17) · AfterQuery (12)
Most requested skills · share of roles
- financial modeling35%
- financial analysis34%
- excel28%
- accounting25%
Figures from Financial Analysis & Planning roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
Compare your resume against these rolesLocation
Compensation
$80/hr
Required Skills
Application Tip
In your application, point to at least one real retail finance project where you performed budget variance analysis, store performance reporting, or demand forecasting, and include a short writing sample that shows how you critique a flawed analysis.
See NearSkill jobs more often in your search
Application & verification flow
1Instant rubric match
Your resume is scanned against this role’s requirements to check qualification fit.
2Screened before the employer sees it
Only profiles that clear screening are passed on.
3Outcome by email
We notify you at the address on your resume once the screening is reviewed.
Similar open positions
Explore active roles that match your skills and interests.

Handshake AI
VerifiedRetail Finance Director (Remote, Part-Time)
Handshake AI seeks seasoned retail finance leaders for a remote, part-time fellowship that feeds real-world expertise into AI research. You will craft expert training prompts and evaluate model answers tied to retail finance, long-range financial planning, and budget management. The work runs project by project, so you can fit tasks around a full-time role. Your written critiques help AI systems grasp strategic planning workflows that finance directors use every day.

Handshake AI
VerifiedFinance Professional - Remote AI Fellowship
Handshake AI seeks corporate finance professionals for part-time contract work that improves AI models in finance. You bring hands-on knowledge of S&P Capital IQ, Kyriba, and SAP HANA to judge AI-generated answers about real corporate finance, M&A, and treasury tasks. The project runs on an ongoing basis, so you can keep your current role and choose when to work. Your written evaluations and domain scenarios help the model handle financial analysis and treasury practices with more accuracy.

SME Careers
VerifiedFinancial Analyst for FP&A Modeling and Valuation
Remote, hourly contractor role as a Financial Analysis SME with SME Careers, focusing on reviewing AI-generated finance analyses and business-finance prompts. You will assess reasoning quality in 3-statement modeling outputs, verify cash-flow calculations, and provide precise written feedback with concrete finance insights. Expect to produce high-quality explanations and model solutions that clearly state assumptions and limitations. This role centers on finance domains like working capital, margin analysis, and unit economics within an AI data-training context.

Handshake AI
VerifiedRetail Marketing Manager - Remote Fellowship
Handshake AI needs retail marketing and CRM professionals to shape how AI models handle real marketing scenarios. You will review AI-generated answers about promotional planning, customer engagement, and competitive monitoring, then flag gaps or errors from your own work experience. The project runs on a remote, asynchronous schedule, often about 5 to 20 hours each week when an assignment is active. No minimum hour commitment applies, and you do not need prior AI experience. Most tasks ask you to turn the tools you use at work into expert training data that improves model accuracy.

Handshake AI
VerifiedConstruction Project Manager - Remote Part-Time
Handshake AI hires retail construction and cost estimation specialists for part-time contract work that improves AI models. You draw on retail construction, cost estimation, and architectural plan review experience to judge AI-generated content and produce training material tied to real estimating workflows. The role runs as an ongoing fellowship with self-set hours, so you can keep another job while taking assignments. No fixed schedule or minimum hours apply.

Handshake AI
VerifiedInventory Control Manager - Remote Fellowship
Handshake AI seeks seasoned retail warehouse and inventory professionals for a part-time fellowship that feeds real-world expertise into AI research. You will build expert-level questions and scenarios from actual retail inventory workflows, then judge how well AI responses match inventory reconciliation, demand forecasting, and in-season reforecast practices. The project runs on your schedule, with no minimum hours, so you can keep your current role and contribute when it fits. Pay runs at $80 per hour, and the work centers on written evaluations rather than day-to-day warehouse operations.


