Model Vulnerability Analyst.
Louisville.
$141,000
median salary, 12% below the national average
$106,000 to $185,000. Last updated April 2026.
Get the job.
Data points to own the conversation.
If you are evaluating a Model Vulnerability Analyst offer in Louisville, KY, here is the reality: $106,000 to $185,000, with $141,000 as the midpoint. 12% below 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 $127,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$92,000
to $113,000
Mid (3-5 yrs)
$120,000
to $148,000
Senior (6-9 yrs)
$155,000
to $183,000
Lead (10+ yrs)
$176,000
to $219,000
Salary trend
+4% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $31,000 to the total package.
Base
$141,000
Equity
$17,000
Bonus
$11,000
Signing
$3,000
Estimated total: $172,000
How Louisville compares
Louisville, KY
$141,000
Cost of living: 12% below average
National Average
$160,000
Louisville is $19,000 below
Model Vulnerability Analyst salary by city
Salary by role in Louisville
What you should know
The Model Vulnerability Analyst landscape in Louisville is not what most salary sites will tell you. Louisville is home to UPS Worldport, the world's largest automated package handling facility, making it a logistics and supply chain powerhouse. The city also has strong healthcare and bourbon distillery industries. Its central location and affordable cost of living make it attractive for distribution and operations roles. 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 Louisville, your dollars stretch further. Cost of living runs 12% below the national average, which means even a median salary buys a stronger lifestyle.
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: kentucky has a flat 4% state income tax. Louisville has an occupational tax of about 2.2%. The combined rate is moderate, and the low cost of living offsets the local tax. When someone quotes you $141,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Leverage UPS and the logistics corridor when negotiating. Supply chain and operations professionals command premiums in Louisville's distribution heavy economy. The range for Model Vulnerability Analysts in Louisville runs from $106,000 to $185,000. 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 Healthcare AI Integrator in Louisville earns $142,000 (1% more)
- The highest-paying role in Louisville is Chief Data & AI Officer at $267,000
Common questions.
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