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Aston Carter

Finance AI Trainer

Aston Carter

. Design challenging, realistic finance tasks based on day-to-day professional work .

Posted 11/6/2026contractRemote • New York • United States, Canada, United KingdomJuniorMid-Level💰 $40 - $125 per hourWebsite

Core Competencies

Role fit
Core Competencies

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Demonstrates expertise in finance modeling and analysis, with a strong ability to design and evaluate complex financial tasks. Proficient in written communication and capable of interpreting feedback to enhance financial outputs.

Highest-signal resume keywords
Finance ModelingFinancial AnalysisWritten CommunicationAttention to DetailAI Tools Familiarity

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills
Three-Statement ModelingDCF ModelingCredit AnalysisPortfolio ManagementInvestment BankingCorporate FinanceRisk AssessmentFinancial Statement AnalysisBudget ModelingValuation Techniques
Soft Skills
Strong CommunicationAbility to Interpret FeedbackComfort with AmbiguityDetail-OrientedIndependent Problem Solving
Tools & Technologies
Google WorkspaceExcelGoogle SheetsAI ToolsLLM Tools
Certifications & Qualifications
CFACPAFRM
Industry Keywords
Corporate FinanceInvestment FinanceFP&ACredit RiskMarket RiskWealth ManagementM&ATreasuryLiquidity RiskActuarial

About the role

Key responsibilities & impact
  • Design challenging, realistic finance tasks based on day-to-day professional work
  • Author scenarios, prompts, and supporting files such as financial statements, models, data extracts, term sheets, board or investment committee materials, and correspondence
  • Run tasks through frontier AI models and evaluate the resulting models, memos, analyses, or decks
  • Compare two model outputs using identical prompts and files and document differences
  • Write detailed grading rubrics covering assumptions, calculations, risks, recommendations, and pass/fail reasoning
  • Identify concrete failures including broken model logic, unsupported assumptions, misread financials, fabricated or ignored source files, unit and scaling errors, missed risks, and off-brief interpretations
  • Contribute across valuation and modeling, credit, FP&A, markets, treasury, and risk
  • Review and refine tasks created by other experts

Requirements

What you’ll need
  • 2+ years of hands-on experience in corporate or investment finance preferred
  • In-progress bachelor's degree or higher in finance, economics, business, or a quantitative field
  • Depth in at least one finance domain, including equity or fixed income research, portfolio management or trading, corporate finance and FP&A, credit analysis and underwriting, investment banking, M&A or corporate development, treasury and liquidity, market, credit or liquidity risk, wealth management, insurance, actuarial, or underwriting
  • Working understanding of several adjacent finance domains
  • Practitioner-level experience building and auditing three-statement, DCF, comps, credit, or budget models
  • Hands-on individual-contributor experience, currently or recently performing the work personally
  • Full professional or native-level written and spoken English
  • Strong written communication and ability to explain complex professional reasoning clearly and concisely
  • Comfort with ambiguity and attention to detail
  • Ability to interpret and apply feedback independently
  • Ability to ramp quickly on unfamiliar work from written material and instructions
  • General familiarity with AI and LLM tools, including Claude or ChatGPT
  • Baseline technology literacy, including Google Workspace, browser profiles, desktop applications, Excel/Google Sheets conversion, and file compression
  • Availability for at least 10 hours per week, with no weekly maximum
  • Based in the United States, Canada, or the UK
  • CFA, CPA, FRM, or securities licenses are welcome but not required

Benefits

Comp & perks
  • Paid via PayPal on a regular cadence
  • Fully remote work
  • Flexible scheduling
  • Multi-day task timers allow work to be spread across days
  • Access to Claude and ChatGPT provided through the project
  • Full-time hours available
  • No personal subscription required for Claude or ChatGPT