求比较 - Robotics startup vs AV

bg: robotics PhD, 现在在大厂做embodied AI相关,三年工作经验。base在湾区。有身份。

Offer A:湾区机器人初创Sunday Robotics, 做机器人policy 后训练。现金300k + 纸钱。

Offer B:NVIDIA自动驾驶RS，做自动驾驶模型后训练，NV RS标准包。感觉NV的自动驾驶做得一般，只能算是业界第二梯队？优点是工作稳定。

Offer C:一家伦敦自动驾驶公司在湾区新组建的robotics team,有机会做model pretraining，但是和其它robotics startup比，起步有点晚，所有的infra都要从零开始搭。base300k+股票，公司后面可能会上市，比一般初创确定性高，不完全是纸钱。

想请教大家,应该怎么选？个人比较看重长期职业发展，短期可以take more risks。明星创业公司对职业发展更有帮助吗？

好奇楼主 B大约多少钱啊？ 已加米

With your robotics PhD + embodied AI background, I would weigh scope and learning velocity over brand here, since you already have 大厂 experience and 身份. Offer A looks most aligned if Sunday has solid runway and you would own policy post-training end to end, but do diligence on funding, vesting and how much of that 纸钱 is real. Offer C is tempting for pretraining experience, which is rarer and more transferable, yet building all infra from scratch in a late-starting team can be slow and political. If you want stability plus optionality, B is the safe fallback, but I would only take it if the team and manager are strong, otherwise the career upside is limited.