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Equity Research AI Research Contributor

Remote, Global·Added 2 days ago (last checked 21 Oct)

Aptura

18 open roles

Overview

Work mode
Remote (Global)
Contract
Fixed-term contract
English
Required
Experience
3+ years

Visa options

  • The ad rules out sponsorship

    The advert says visa sponsorship isn’t available for this role.

  • May fit the digital nomad visa

    A remote job for a company outside Spain: you apply yourself, no sponsor needed. It asks for about €2,849 a month in remote income.

More jobs that may fit the digital nomad visa

Skills

Requirements

What we're looking for

  • 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

Pay & benefits

What you'll get

  • 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.

  • Payments will be weekly following task completion.

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.

What you'll do

  • 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

How you'll work

  • Start Date : Immediate

  • Duration: Approximately 4-6 weeks

  • 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.

Hiring process

  • Apply with your details and CV. 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. Input-file uploads are compulsory.

  • Write the brief yourself. Input workbooks must also be human-built. Use real data that has been sanitised, or public data with the source named. No AI usage allowed.

  • We run your task 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.

  • Completing onboarding does not guarantee a job offer; selection remains subject to written approval of the task proposal.

About Aptura

Aptura is an artificial intelligence company focused on 'Reliable AI in regulated industries.' It helps train and evaluate AI systems to perform real-world tasks in finance, healthcare, and legal, combining three offerings: domain experts, curated datasets (e.g., medical imaging, financial models, legal contracts), and reinforcement learning environments with verifiable tasks. Its internal team comprises healthcare, finance, legal and AI specialists, and it works with physicians, attorneys, and investment analysts, supported by a platform for structured, high-quality data collection at scale.

Industry
Artificial Intelligence
Website
aptura.ai

Good to know if you are moving

  • Works with domain experts — physicians, attorneys, and investment analysts — to train and evaluate AI in finance, healthcare, and legal.
  • Expert project work can be done remotely: one clinical expert states, 'From my home office, I review oncology cases and label them for AI training.'
  • Experts report a fast matching and onboarding process: 'No endless interviews — just a clear offer and fast onboarding.'
  • Current openings include technical roles such as Member of Technical Staff (Applied AI) and Member of Technical Staff (SWE/Product), alongside domain-expert AI researcher roles, with some clinical roles specified for the UK.

In their own words

About the company & team

Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. We do this by building high-quality evaluation and training environments that teach AI agents to produce work that can be used in daily workflows.

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