Aptura
Artificial Intelligence & Machine Learning Services
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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 corporate finance advisory 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 corporate finance professionals think through transactions, including M&A, fundraising, and strategic advisory mandates.
What we're looking for:
3–7 years of experience in corporate finance advisory at a recognized institution (Big 4 Corporate Finance, mid-market advisory, or boutique IB)
Associate level with live deal execution experience across M&A, fundraising, or capital raising mandates
Strong financial modeling skills (incl. DCF, LBO, comps) and comfort with CIMs, investor materials, and valuation analyses
Ability to articulate corporate finance 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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