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Managing financial risk while working at a frontier AI model startup

Senior Software Engineer at Taro Community profile pic
Senior Software Engineer at Taro Community

Context

Thanks to Taro, I managed to get an offer from a frontier AI model company. When I saw the $500K worth of annual ISO component in the offer, I thought I nailed it. Until I digged further into the details.

Problem

I'd have to shell out $500K each year to purchase my vested stock options. My base salary minus tax and expenses would be around $100K. So I won't even be able to buy all the vested stocks unless I sell off my less-risky, diversified investments. This means I'd have to live a frugal life and worry about making $500K by the end of the year to afford the vesting grants. All this feels like too much risk accumulated around a single company (which is never a good sign). The startup offers stock buy back every 6 months but I'd lose out on long-term capital gains taxes if I sell off quickly without holding for a year.

None of the frontier AI startups have a clear plan to justify the sky-high valuation but I see a lot of senior, smart people flocking to these companies (which gives me hope). The reputation of the funding agencies participating in my company's funding round further raises my hope and begs to ask the question "How can so many smart people and amazing funding agencies get it wrong all at the same time?". The more I think about it, the more I am losing sleep.

Question

I am not the first person to signup up for a high-risk high-reward startup. What strategies does the employees at these companies typically follow to manage their risk?

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Posted 3 months ago
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3 Comments