Graph Neural Network Researcher.
Madison.
$182,000
median salary, 3% below the national average
$136,000 to $240,000. Last updated April 2026.
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Data points to own the conversation.
A Graph Neural Network Researcher in Madison earns a median of $182,000 in 2026. That is 3% below the national average. The range runs from $136,000 to $240,000, and where you land depends on your experience, your skills, and how well you negotiate. GNN researchers are valued in drug discovery, social network analysis, and fraud detection, with pharma and fintech paying the highest premiums.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $164,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$118,000
to $146,000
Mid (3-5 yrs)
$155,000
to $191,000
Senior (6-9 yrs)
$200,000
to $237,000
Lead (10+ yrs)
$228,000
to $282,000
Salary trend
+3% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $38,000 to the total package.
Base
$182,000
Equity
$20,000
Bonus
$14,000
Signing
$4,000
Estimated total: $220,000
How Madison compares
Madison, WI
$182,000
Cost of living: 5% below average
National Average
$188,000
Madison is $6,000 below
Graph Neural Network Researcher salary by city
Salary by role in Madison
What you should know
The Graph Neural Network Researcher landscape in Madison is not what most salary sites will tell you. 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. GNN researchers are valued in drug discovery, social network analysis, and fraud detection, with pharma and fintech paying the highest premiums. Experience with molecular property prediction or large-scale graph learning at production scale adds 10 to 20% to offers. Publication at venues like NeurIPS or KDD further strengthens negotiating position.
Junior GNN researchers start at $140,000 to $168,000 after completing a PhD. Senior researchers specializing in graph learning earn $190,000 to $250,000. Staff scientists and research leads reach $260,000 to $350,000, while principal scientists at major drug discovery firms can earn $370,000 to $450,000. 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. Biotech and pharma companies frequently offer signing bonuses of $25,000 to $60,000 alongside equity or stock options. Tech firms provide RSU grants worth 25 to 45% of base salary, with annual refreshers tied to performance ratings. 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 $182,000, 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 Graph Neural Network Researchers in Madison runs from $136,000 to $240,000. 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% more)
- The highest-paying role in Madison is Distinguished Engineer at $307,000
Common questions.
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