ABOUT THE ROLE Aptura is looking for Subject Matter Experts from sell-side or buy-side equity research, covering any sector, who build initiating coverage models, earnings models and data packs in Excel. You have used AI tools on your own work and been frustrated by the mistakes they make.
About the role
ABOUT THE ROLE
Aptura is looking for Subject Matter Experts from sell-side or buy-side equity research, covering any sector, who build initiating coverage models, earnings models and data packs in Excel. You have used AI tools on your own work and been frustrated by the mistakes they make. You will turn that experience into realistic Excel tasks that test how well AI does the modelling work of a Research Associate.
RESPONSIBILITIES
- Writing realistic Excel tasks drawn from your own work: extending existing models, fixing broken ones and building from a brief
- Working through each task yourself so there is a clear, correct answer
- Writing yes-or-no criteria precise enough that a grader can mark any attempt against them
NECESSARY QUALIFICATIONS
- 3+ years in sell-side or buy-side equity research, covering a defined sector or universe of stocks (e.g. TMT, Healthcare, Financials, Energy, Consumer, Industrials)
- Deep hands-on Excel: earnings extraction and prediction, calendarisation, SOTP valuation, data packs and nested formulas
- Strong written English communication skills.
- Attention to detail, and willingness to learn concepts in AI and Evals
ADDITIONAL INFORMATION
- Start Date : Immediate
- Duration: Approximately 4–6 weeks
- Payment: task-based. Experts who complete their first task within the required timeline will then be qualified to do multiple tasks for the remainder of the project.
CONTRACT AND PAYMENT TERMS
- You will be engaged as an independent contractor.
- This is a fully remote role that can be completed on your own schedule.
- Projects can be extended, shortened, or concluded early depending on needs and performance.
- Your work at Aptura will not involve access to confidential or proprietary information from any employer, client, or institution.
- Payments will be weekly following task completion.
GETTING STARTED
- Apply with your details and CV. Choose an available 30-minute group walkthrough call. …
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