Model Vulnerability Analyst.
Ann Arbor.
$163,000
median salary, 2% above the national average
$122,000 to $214,000. Last updated April 2026.
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Data points to own the conversation.
If you are evaluating a Model Vulnerability Analyst offer in Ann Arbor, MI, here is the reality: $122,000 to $214,000, with $163,000 as the midpoint. 2% above the national average. Compensation scales with the breadth of vulnerability classes analyzed and depth of model architecture knowledge. Do not accept the first number.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $147,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$106,000
to $130,000
Mid (3-5 yrs)
$139,000
to $171,000
Senior (6-9 yrs)
$179,000
to $212,000
Lead (10+ yrs)
$204,000
to $253,000
Salary trend
+4% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $36,000 to the total package.
Base
$163,000
Equity
$20,000
Bonus
$13,000
Signing
$3,000
Estimated total: $199,000
How Ann Arbor compares
Ann Arbor, MI
$163,000
Cost of living: 2% above average
National Average
$160,000
Ann Arbor is $3,000 above
Model Vulnerability Analyst salary by city
Salary by role in Ann Arbor
What you should know
The Model Vulnerability Analyst landscape in Ann Arbor is not what most salary sites will tell you. Ann Arbor is a top-tier research hub anchored by the University of Michigan. The city has a thriving startup ecosystem, strong automotive R&D presence, and growing AI and robotics sector. Toyota, Google, and numerous autonomous vehicle companies have offices here. Compensation scales with the breadth of vulnerability classes analyzed and depth of model architecture knowledge. Analysts who can identify weaknesses in transformer, diffusion, and reinforcement learning models earn premiums. Experience with automated vulnerability scanning for ML models and ability to communicate risk to non-technical stakeholders drives top salary offers.
Junior vulnerability analysts begin at $100,000 to $120,000 running standard model evaluations. Mid-level analysts conducting deep architecture analysis earn $140,000 to $160,000. Senior analysts leading vulnerability research programs reach $185,000 to $210,000, with principal researchers exceeding $240,000. In Ann Arbor, 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. Bonuses of 12 to 20% are standard, with some organizations offering discovery bonuses for novel vulnerability classes. Equity at AI security companies adds meaningful value, typically 15 to 25% of base salary in vesting grants. And on the tax side: michigan has a flat 4.25% income tax. Ann Arbor has a city income tax of 1% for residents. The moderate combined rate is offset by the strong employer base and research ecosystem. When someone quotes you $163,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Leverage the autonomous vehicle and robotics corridor. Ann Arbor employers pay nationally competitive rates for AI, robotics, and automotive engineering talent. The range for Model Vulnerability Analysts in Ann Arbor runs from $122,000 to $214,000. 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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