Apply

Ready to go for it?

AI Apply speeds things up—apply directly if you prefer.

FREE ACCESS
5,000–10,000 jobs/day
Scoutfield Logo

See all jobs on Scoutfield

Search thousands of fresh jobs every day.

Discover
  • Fresh listings
  • Fast filters
  • No subscription required
Create a free account and start exploring right away.
Aptura

Investment Banking AI Research Contributor

Aptura

. Write realistic Excel tasks based on personal deal, credit and research work .

Posted 10/19/2026contractRemote • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates extensive Excel proficiency, including advanced functions and financial modeling, alongside strong writing skills for creating clear and precise tasks. Capable of collaborating effectively and adhering to guidelines for data integrity and confidentiality.

Highest-signal resume keywords
Excel ProficiencyFinancial ModelingInvestment Banking ExperienceClear Writing SkillsAttention To Detail

ATS Keywords

Tailor your resume
Applicant Tracking System Keywords

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

Hard Skills
Excel FunctionsFinancial FunctionsNested FormulasCircular ReferencesGoal SeekPurchase AccountingCalendarisationStructured FinanceEquity ResearchProject Finance
Soft Skills
Attention To DetailWillingness To LearnCollaboration
Industry Keywords
Investment BankingCreditStructured FinanceRestructuringEquity Research

About the role

Key responsibilities & impact
  • Write realistic Excel tasks based on personal deal, credit and research work
  • Extend existing models, fix broken models, and build models from a brief
  • Work through each task to establish a clear, correct answer
  • Write precise yes-or-no criteria for grading attempts
  • Attend a 30-minute group walkthrough call after applying
  • Create and submit an original task, input workbooks, and expected-result write-up
  • Submit tasks for automated screening and team review
  • Write a detailed yes-or-no rubric when frontier AI models produce incorrect results
  • Collaborate with a reviewer for task sign-off and complete requested revisions

Requirements

What you’ll need
  • 3+ years in investment banking, credit, structured finance, project finance, restructuring or equity research
  • Deep hands-on Excel experience, including purchase accounting, calendarisation, circular references, goal seek, nested formulas and financial functions
  • Clear writing; tasks must be written by you, not by AI tools
  • Attention to detail
  • Willingness to learn concepts in AI and Evals
  • Submit a CV
  • Attend an available 30-minute group walkthrough call
  • Create and submit one original task from your own work
  • Submit the brief, actual input workbook(s), and a write-up of the expected result
  • Input files must be human-built and use sanitised real data or public data with the source named
  • Use only materials authorised for sharing, with confidential employer, client and personal information removed, including from hidden sheets, comments, pivot caches and external links

Benefits

Comp & perks
  • Remote work arrangement
  • Opportunity to work with frontier AI labs and AI evaluation systems
  • Participation in automated screening and team review
  • Potential to contribute to training and evaluation of current frontier AI models