• 3+ years in investment banking, credit, structured finance, project finance, restructuring or equity research
• Deep hands-on Excel: 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, and willingness to learn concepts in AI and Evals.
• Apply with your details and CV. After applying, choose an available 30-minute group walkthrough call.
• Attend the walkthrough and create one original task from your own work. Submit the brief, the actual input workbook(s) needed to complete it and a write-up of the expected result. Input-file uploads are compulsory.
• Write the brief yourself, without AI drafting, rewriting or polishing. Input workbooks must also be human-built. Use real data that has been sanitised, or public data with the source named.
• Use only materials you are authorised to share, with all confidential employer, client and personal information removed, including from hidden sheets, comments, pivot caches and external links.
• Submit through your account for automated screening and team review. Your task is run against current frontier AI models. If the models get it wrong, you then write a detailed yes-or-no rubric, and a reviewer signs off on the task with you. Follow any request for revisions in your account.
• Completing onboarding does not guarantee a job offer; selection remains subject to review of the task proposal.