Consulting AI Research Contributor

Aptura is looking for Subject Matter Experts from management or strategy consulting, in an industry or functional practice, who build market sizing models, competitive landscapes and business cases 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 work of a Consultant.

• 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

• 3+ years in management, strategy or operations consulting, in an industry practice (e.g. financial services, healthcare, TMT, consumer, energy, public sector) or a functional practice (strategy, operations, pricing, due diligence)

• Deep hands-on Excel: market sizing, competitive landscapes, goal seek, data reshaping and clear workbook structure

• Strong written English communication skills.

• Attention to detail, and willingness to learn concepts in AI and Evals

• 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.

• 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.

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.