Graph Neural Network Researcher.
Arlington.
$236,000
median salary, 26% above the national average
$176,000 to $312,000. Last updated April 2026.
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Data points to own the conversation.
Arlington is 22% more expensive than the national average. For Graph Neural Network Researchers, that shakes out to a median of $236,000, with the full range spanning $176,000 to $312,000. GNN researchers are valued in drug discovery, social network analysis, and fraud detection, with pharma and fintech paying the highest premiums. Know the range before you walk in.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $213,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$153,000
to $189,000
Mid (3-5 yrs)
$201,000
to $248,000
Senior (6-9 yrs)
$260,000
to $307,000
Lead (10+ yrs)
$295,000
to $366,000
Salary trend
+3% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $49,000 to the total package.
Base
$236,000
Equity
$26,000
Bonus
$18,000
Signing
$5,000
Estimated total: $285,000
How Arlington compares
Arlington, VA
$236,000
Cost of living: 22% above average
National Average
$188,000
Arlington is $48,000 above
Graph Neural Network Researcher salary by city
Salary by role in Arlington
What you should know
Here is what the Graph Neural Network Researcher market actually looks like in Arlington. Arlington is the heart of the DC defense and intelligence corridor, home to the Pentagon, DARPA, and hundreds of government contractors. The concentration of cleared tech jobs makes it one of the highest-paying metros for cybersecurity and cloud engineering. Amazon's HQ2 has brought a wave of commercial tech hiring. 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 Arlington, those numbers run higher. The cost of living here is 22% above average, and employers adjust to compete.
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: virginia's top income tax rate is 5.75%. Arlington has no additional city income tax. Proximity to DC means many residents compare against DC and Maryland tax rates. When someone quotes you $236,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: A security clearance is your strongest asset. Cleared professionals in Arlington earn 20 to 30% premiums over non-cleared equivalents. The range for Graph Neural Network Researchers in Arlington runs from $176,000 to $312,000. 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
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Common questions.
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