PhysicsX

Pros: I've learned a lot about real-world AI/ML development as a Junior Software Engineer. You get hands-on experience quickly in the Boston office. It's a fast-paced startup, so you pick up things if you're proactive.
Cons: There's not a lot of formal mentorship or a clear promotion path. It feels like you hit a ceiling pretty fast here. Management doesn't really invest in career development past the initial ramp-up.
Advice to Management: Focus on creating structured career paths and mentorship programs. Invest in employee development beyond just project work.

Pros: I really liked the hybrid model, it's a huge plus. We get 2-3 WFH days a week, which is great for work-life balance. For a deep tech startup, they're surprisingly understanding about personal appointments.
Cons: The main issue is that project deadlines can override any flexibility. Sometimes, as a Research Engineer, you just have to be onsite for lab work or specific simulations. The policy says flexible, but reality can be tougher for technical roles.
Advice to Management: Keep promoting the hybrid work, but be more realistic about onsite requirements for specific technical roles. Consistency across teams would help.