Investment Banking AI Research Contributor

The role

You will turn investment banking experience into realistic PowerPoint tasks to test AI performance. You will write tasks, work through them to create correct answers, and develop yes-or-no checklists for AI grading.

What you will do

• Writing realistic PowerPoint tasks drawn from your own deal work
• Building decks from source documents, filling corporate templates, rolling decks forward and making precise edits
• Working through each task yourself so there is a clear, correct answer
• Writing a yes-or-no checklist precise enough that an AI grader can mark any attempt against it

Required qualifications

• 2+ years in M&A, ECM, DCM or leveraged finance at a bank or advisory boutique
• Deep hands-on PowerPoint: native charts, tables and corporate templates
• Ability to define what a correct deck looks like precisely enough for someone else to grade against it
• Clear writing
• Tasks must be written by you, not by AI tools
• Attention to detail
• Willingness to learn concepts in AI and data

Before you apply

• Verify your email and choose an available 30-minute group walkthrough call
• Attend the walkthrough and enter the code shared by the host to unlock your task workspace
• Create one original task from your own work in about 45 minutes
• Input-file uploads are compulsory
• Completing onboarding does not guarantee a job offer; selection remains subject to review

About the company

Aptura is a London-based company working on understanding how AI is changing professional work. The company was founded by people with backgrounds at Lazard, McKinsey and Partners Group.