Subject Matter Expert (Fully Remote)

Aptura; United States; Remote; USD 80,000 - 120,000; Full time

Job summary

Aptura is an applied AI and data company partnering with frontier labs to train AI systems on real professional work. We build high-quality evaluation environments used in daily workflows.

Join a team that designs challenging Excel and modeling tasks to advance AI evaluation while ensuring practical relevance and clear grading criteria for performance.

Qualifications

• 3+ years in sell-side or buy-side equity research.
• Deep hands-on Excel and financial modeling skills.
• Strong written English and attention to detail.

Responsibilities

• Write realistic Excel tasks drawn from your own work.
• Work through each task to create a clear, correct answer.
• Write precise yes-or-no criteria for grading.

Skills

Excel

Financial modeling

Equity research

Job description

• Seeking Subject Matter Experts from equity research to build Excel tasks for AI evaluation.
• Use your experience to test AI on realistic modeling work of a Research Associate.

Responsibilities:

• Write realistic Excel tasks drawn from your own work.
• Work through each task to create a clear, correct answer.
• Write precise yes-or-no criteria for grading.

Qualifications:

• 3+ years in sell-side or buy-side equity research.
• Deep hands-on Excel and financial modeling skills.
• Strong written English and attention to detail.

About Aptura:

• Applied AI and data company training AI on professional work.
• Builds evaluation environments for frontier labs.

Aptura

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