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About Aputra
Our founders are ex-Lazard and Partners Group, and we're headquartered in London and San Francisco. Aptura brings real-world expertise from finance into AI model training. We bridge the gap between human and artificial intelligence.
About this role: You'll work directly on improving how Frontier AI handles corporate finance and gain rare, early exposure to how AI labs actually develop their models.
As part of the project, you will contribute your private equity deal execution experience to a structured research project used to help improve AI reasoning across investment banking and capital markets. The work involves generating, refining, and evaluating content that reflects how PE professionals think through LBO transactions, valuation, and deal execution from origination through close.
What we're looking for:
3–7 years of experience in private equity at a recognized fund with genuine deal execution responsibility
Associate level with hands-on LBO modeling, IC materials, and closed transaction experience
Deep expertise in deal structuring, leveraged buyout analysis, and value creation planning
Strong financial modeling skills (incl. LBO, DCF, returns analysis) and comfort with IC memos, investment theses, and deal documentation
Ability to articulate private equity and transaction judgment clearly and precisely in writing
Project Info (Requirements):
Commitment: 20+ hours/week, flexible scheduling
Location: Fully remote
Compensation: Competitive hourly rate, commensurate with experience
Start date: Immediate / Rolling
Referral bonus: For any successful referral hired into this role
How to apply
Apply using the link in the job post
Our team will review the applications and reach back out
One call to assess your fit and align expectations
Once approved, we kick off the project
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