Aptura
Aptura
Aptura develops domain-specific training and evaluation infrastructure for reliable AI in regulated industries. Its work combines curated datasets spanning medical imaging, financial models, and legal contracts with reinforcement-learning environments built around verifiable rewards. Aptura also works with physicians, attorneys, and investment analysts who annotate data, review outputs, and help define realistic tasks. The company focuses on training and evaluating agentic AI for healthcare, finance, and legal workflows, supporting customers with data licensing, custom tools, and metrics designed for deployment in regulated settings.

Private Equity AI Researcher (Remote, India)

Create realistic PowerPoint tasks and grading rubrics for Aptura’s research into AI’s impact on finance work. Test investment-associate deck creation using private equity and related transaction workflows.

Description

  • Develop realistic PowerPoint tasks covering private equity, private credit, or corporate development investment and portfolio activities
  • Create presentation decks from source documents
  • Populate corporate presentation templates
  • Update existing decks and make precise revisions
  • Complete each task to determine a clear and accurate expected result
  • Write precise yes-or-no checklists that an AI grader can assess
  • Create one original task based on personal work in approximately 45 minutes
  • Submit the brief, required input files, written expected result, and at least five binary rubric checks
  • Submit completed work through the account for automated screening and team review
  • Implement requested revisions

Requirements

  • At least two years of experience in private equity, growth equity, private credit, or corporate development
  • Advanced hands-on PowerPoint expertise, including native charts, tables, and corporate templates
  • Ability to define a correct deck precisely enough for another person to evaluate
  • Clear writing, with task content authored personally rather than generated by AI tools
  • Strong attention to detail and willingness to learn AI and data concepts
  • Ability to use only authorised materials, excluding confidential employer or client information
  • Completion of required input-file uploads
  • Ability to create original, human-authored task briefs, expected results, and rubric checks without AI drafting, rewriting, or polishing
  • Submission of at least five binary rubric checks, each assigned one skill tag

Benefits

  • 30-minute group walkthrough call
  • Immediate access to the task workspace after completing the walkthrough and entering the code provided by the host
  • Automated screening followed by team review
  • Opportunity to contribute to research on AI applied to professional work

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