Salary Insights
Negotiating Your AI/ML Job Offer
Admin
March 12, 2026
9 min read
AI talent is in high demand. Use that leverage to negotiate effectively.
## Before Negotiating
1. **Get your market value**: Use Levels.fyi, Glassdoor, blind
2. **Get multiple offers**: Best leverage is competing offers
3. **Know your minimum**: What's your walk-away number?
## Negotiation Tactics
**For Base Salary:**
- Anchor high: "Based on my research, I was expecting $X" (15-20% above their offer)
- Use competing offers: "Company Y offered $X"
- Highlight unique skills: "My expertise in [domain] justifies premium"
**For Equity:**
- Understand the cap table: Ask about dilution
- Negotiate % not dollar value
- Ask for front-loaded vesting or acceleration
**For Signing Bonus:**
- Use to close gap: "Can we bridge the difference with signing bonus?"
- First-year RSU cliff: Ask for bonus to cover
## What to Say
"Thank you for the offer. I'm very excited about [company]. Based on my experience with [skill] and market research, I was hoping for [number]. Can we discuss adjusting [base/equity/bonus]?"
## Timing
- Never negotiate via email first - get on a call
- Don't accept immediately (even if great)
- Give yourself 3-7 days to decide
## Common Mistakes
- Accepting first offer
- Only negotiating salary (equity matters more long-term)
- Negotiating before you have written offer
- Being aggressive instead of collaborative
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