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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.
Investment Banking AI Researcher – Remote India
Create realistic PowerPoint tasks from investment banking work for Aptura, a London-based company researching AI’s impact on professional finance. Define expected outputs and binary grading criteria for AI evaluation.
Description
- Develop realistic PowerPoint assignments from personal deal experience, including building decks from source documents, completing corporate templates, rolling decks forward, and making precise edits.
- Complete each assignment to establish an accurate reference answer.
- Create clear yes-or-no checklists that enable an AI grader to assess submissions.
- Participate in a 30-minute group walkthrough call.
- Create and submit one original task based on personal work in approximately 45 minutes.
- Provide the task brief, original input files, written expected result, and at least five binary rubric checks.
- Address revision requests through the account.
Requirements
- At least two years of experience in M&A, ECM, DCM, or leveraged finance at a bank or advisory boutique.
- Advanced practical PowerPoint skills, including native charts, tables, and corporate templates.
- Ability to specify a correct deck precisely enough for another person or an AI grader to assess it.
- Strong written communication; candidates must write tasks themselves without AI tools.
- High attention to detail.
- Willingness to learn AI and data concepts.
- Submit a CV and verify your email address.
- Use only materials approved for sharing and remove confidential employer or client information.
- Upload the required input files.
- Complete the onboarding task with a brief, input files, written expected result, and at least five binary rubric checks, each assigned one skill tag.
Benefits
- Work on AI evaluation assignments focused on investment banking.
- Join a 30-minute group walkthrough call.
- Receive immediate task-workspace access after completing the walkthrough and entering the host’s code.
- Benefit from automated screening and team review of submissions.
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