Benchmarks for software, data/AI, cloud/devops, security, product, and UX. Use bands as a starting point; adjust for geo, level calibration, scarcity, and total rewards. For detailed bands by market, contact our team.
| Role | Level | Work Model | Low | Mid | High |
|---|---|---|---|---|---|
| Software Engineer (Full-Stack) | Mid | Remote | $105,000 | $130,000 | $160,000 |
| Software Engineer (Full-Stack) | Senior | Hybrid | $145,000 | $185,000 | $230,000 |
| Backend Engineer (Node/Java) | Senior | Hybrid | $150,000 | $190,000 | $240,000 |
| Frontend Engineer (React) | Mid | Remote | $110,000 | $135,000 | $165,000 |
| Staff Engineer (Platform) | Staff | Hybrid | $190,000 | $235,000 | $290,000 |
| Data Analyst | Mid | Remote | $90,000 | $110,000 | $135,000 |
| Analytics Engineer | Senior | Hybrid | $135,000 | $165,000 | $200,000 |
| Data Scientist (ML) | Senior | Hybrid | $150,000 | $185,000 | $230,000 |
| ML Engineer | Staff | Hybrid | $200,000 | $245,000 | $310,000 |
| DevOps Engineer | Senior | Hybrid | $140,000 | $175,000 | $215,000 |
| SRE | Senior | Hybrid | $150,000 | $185,000 | $225,000 |
| Security Engineer (AppSec) | Senior | Hybrid | $155,000 | $190,000 | $235,000 |
| Product Manager | Mid | Hybrid | $120,000 | $145,000 | $180,000 |
| Senior Product Manager | Senior | Hybrid | $150,000 | $185,000 | $230,000 |
| UX Designer | Mid | Remote | $95,000 | $120,000 | $150,000 |
| UX Researcher | Senior | Hybrid | $135,000 | $165,000 | $200,000 |
Disclaimer: Directional ranges for planning; not a promise or offer. Use with market data and internal parity checks.
Yes — we publish market cuts (e.g., Austin, Bay Area, NYC, Atlanta, Dallas). Contact us for a tailored sheet.
We review quarterly and after notable market shifts (macro, demand spikes, regulatory changes).
We help structure base/bonus/equity and close plans that align expectations and acceptance odds.
Yes — see Finance, Healthcare, and Operations salary guides in Insights.
We’ll share market-specific ranges and help align your leveling & offers.
