Industry breakdown · 2026
AI / ML sales engineer salary
Median OTE of $205k. Fastest-growing demand, acute talent scarcity
Updated July 2026
The numbers
| Sector | Median OTE | Vs SaaS baseline | Typical proof of concept |
|---|---|---|---|
| Cybersecurity | $210k | +18% | Simulate a live attack against the buyer's own environment. |
| AI / ML | $205k | +15% | Build a governed AI prototype on the customer's own data. |
| Cloud / DevOps | $190k | +7% | Draw and cost the target cloud architecture with the platform team. |
| Enterprise SaaS | $178k | baseline | Map integrations and data flow across a CIO's existing stack. |
| Hardware / Networking | $165k | -7% | Bench-test throughput, power and topology in a real data center. |
Median OTE by sector
- Cybersecurity$210k
- AI / ML$205k
- Cloud / DevOps$190k
- Enterprise SaaS$178k
- Hardware / Networking$165k
What the role looks like in AI / ML
Build a governed AI prototype on the customer's own data.
Stack you'll be hiring against
- LLM orchestration
- Vector DBs (Pinecone)
- Data-labeling
- RAG pipelines
Based on our placement data
The AI / ML premium, quantified
AI / ML pre-sales pays +15% against the SaaS baseline of $178k — $205k versus $178k on median OTE.
Within the sector, the top-paying specialism in our placements is LLM orchestration; candidates who have run production-grade proofs of concept on it clear the sector median by a further 6–9%.
Based on our placement data — illustrative placeholder figures.
Custom benchmark
Get a custom benchmark for the exact role you're hiring
Published ranges are a starting point. Send us the role, level, location and stack and we'll return a benchmark tuned to your hire — plus who's available right now.
Methodology
Figures are medians drawn from placement records, offer letters and employer briefs across the last 12 months, expressed as 25th–75th percentile ranges. Base is fixed cash; OTE is base plus variable at 100% attainment, excluding equity. All numbers currently shown are illustrative placeholders. Read the full methodology.