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A financial AI company is seeking an experienced individual to enhance AI for finance through portfolio monitoring and fund reporting workflows. The role involves building Excel models and collaborating with an AI agent. Candidates should have a minimum of 3 years' finance experience in private equity or venture capital, strong Excel skills, and clear communication abilities. This is a flexible remote position offering competitive hourly compensation with weekly payments.
You will be helping to improve AI for finance by bringing real private equity and venture capital fund finance experience into an Excel-based research project. The work focuses on how PE and VC teams use Excel for portfolio monitoring and fund reporting, and turns those workflows into training data to improve AI for finance.
Minimum of 3 years’ experience in:
Private equity or venture capital fund finance, fund administration, or fund operations
Managing portfolio company reporting and fund-level data, primarily in Excel
Strong Excel proficiency applied in a PE/VC context.
High attention to detail and clear written communication in English
No prior AI experience required
Build and refine fund and portfolio models in Excel
Complete or extend partially built portfolio monitoring tools and fund models
Design end-to-end models that reflect actual PE/VC funds and reporting needs
Work directly with an Excel-focused AI agent
Draft realistic prompts and scenarios using the language and instructions a PE/VC fund finance professional would naturally use in Excel (for example, consolidating quarterly portfolio KPIs into a fund-level view, modelling fund flows)
Compare a 'golden' version of the expected output and compare it to what the AI agent generates
Identify mistakes, missing logic, poor structuring, or subtle quality issues and explain clearly what a good answer should look like
Document findings and feedback to help improve how the AI agent handles real private markets use cases
Competitive hourly compensation, aligned with experience with weekly payments
Flexible, remote work that can sit alongside an existing role
Opportunity to directly influence how AI supports fund reporting in Excel
Application review (CV)
Short AI interview
Brief follow-up conversation with the team