AI Model Distillation Engineer.
Madison.
$184,000
median salary, 4% below the national average
$139,000 to $242,000. Last updated April 2026.
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Data points to own the conversation.
AI Model Distillation Engineer pay in Madison ranges from $139,000 to $242,000 in 2026. The median is $184,000, 4% below the national average. Madison is a growing tech hub anchored by the University of Wisconsin and Epic Systems, one of the largest health IT companies. Every dollar in that range is negotiable if you come prepared.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $165,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$120,000
to $147,000
Mid (3-5 yrs)
$156,000
to $193,000
Senior (6-9 yrs)
$202,000
to $239,000
Lead (10+ yrs)
$230,000
to $285,000
Salary trend
+8% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $87,000 to the total package.
Base
$184,000
Equity
$53,000
Bonus
$23,000
Signing
$11,000
Estimated total: $271,000
How Madison compares
Madison, WI
$184,000
Cost of living: 5% below average
National Average
$192,000
Madison is $8,000 below
AI Model Distillation Engineer salary by city
Salary by role in Madison
What you should know
Before you negotiate a AI Model Distillation Engineer offer in Madison, understand the terrain. Madison is a growing tech hub anchored by the University of Wisconsin and Epic Systems, one of the largest health IT companies. The city consistently ranks among the best places to live and has a thriving startup ecosystem. Salaries are competitive relative to the modest cost of living. Expertise in knowledge distillation, model compression, and efficient transfer learning drives compensation. Engineers who can reduce large model sizes by 5 to 10x while preserving 90% or more of performance earn significant premiums of 12 to 20%. Experience with multi-teacher distillation, task-specific fine-tuning from distilled models, and deploying compressed models to edge devices adds further salary value.
ML engineers or research engineers earning $120,000 to $160,000 specialize into distillation roles at $145,000 to $252,000. Senior distillation engineers earn $195,000 to $275,000 before advancing to Principal Engineer or Head of Model Efficiency at $230,000 to $310,000. In Madison, cost of living sits near the national average, so the numbers you see are roughly what you keep.
Base salary is not the full picture. Total compensation reaches $225,000 to $420,000 with equity, cost-reduction bonuses, and efficiency milestone incentives of 12 to 22% of base. Companies focused on on-device AI and edge deployment offer the strongest packages for this specialization. And on the tax side: wisconsin's top income tax rate is 7.65%. Madison has no city income tax. The moderate state rate is offset by the affordable cost of living and strong employer base. When someone quotes you $184,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Reference Epic Systems compensation benchmarks. Epic sets the salary standard for tech in Madison and most employers in the area compete against their packages. The range for AI Model Distillation Engineers in Madison runs from $139,000 to $242,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.
Sources: SEC filings, H-1B LCA (DOL), BLS OES, 50+ job posting platforms. COL: BEA Regional Price Parities (2025). Data verified by Justin Bartak, Founder & Chief AI Officer. Last verified April 8, 2026. Full methodology
Considering a related role?
- A AI Security & Red Teaming Specialist in Madison earns $183,000 (1% less)
- The highest-paying role in Madison is Distinguished Engineer at $307,000
Common questions.
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