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  1. Home/
  2. Salary/
  3. Model Vulnerability Analyst/
  4. St. Louis

Model Vulnerability Analyst.

St. Louis.

$144,000

median salary, 10% below the national average

$108,000 to $189,000. Updated for 2026.

Get your playbook

The numbers.

Everything you need to negotiate with confidence.

If you are evaluating a Model Vulnerability Analyst offer in St. Louis, MO, here is the reality: $108,000 to $189,000, with $144,000 as the midpoint. 10% 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

25th Percentile

$108,000

per year

Median

$144,000

per year

75th Percentile

$189,000

per year

Tap to place your salary

$108,000$189,000

How St. Louis compares

St. Louis, MO

$144,000

Cost of living: 10% below average

National Average

$160,000

St. Louis is $16,000 below

What you should know

Here is what the Model Vulnerability Analyst market actually looks like in St. Louis. St. Louis offers one of the most affordable major metro areas in the country, with a strong base in healthcare, financial services, and manufacturing. The region's anchor employers include Boeing, Centene, and Washington University's medical campus. A growing biotech and plant sciences corridor centered on the Cortex Innovation District is attracting new investment and talent. 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 St. Louis, 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: missouri's top income tax rate is about 4.8%, and St. Louis City adds a 1% earnings tax. The low base cost of living means your after tax salary still stretches further than in most metros. When someone quotes you $144,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Emphasize your willingness to work in person at Cortex or the BJC campus. St. Louis employers offer higher packages for candidates who commit to the local innovation hubs. The range for Model Vulnerability Analysts in St. Louis runs from $108,000 to $189,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.

Top industries in St. Louis

HealthcareDefense & AerospaceFinancial ServicesPlant Sciences & BiotechManufacturing

Negotiating in St. Louis

Emphasize your willingness to work in person at Cortex or the BJC campus. St. Louis employers offer higher packages for candidates who commit to the local innovation hubs.

Common questions.

Model vulnerability analysis requires understanding ML internals like gradient computation, attention mechanisms, and loss landscapes to identify exploitable weaknesses. This mathematical and ML expertise on top of security knowledge commands 12 to 18% higher compensation.

Analysts with responsible disclosure track records and publications at security or ML conferences earn 15 to 22% above median. A strong portfolio of discovered vulnerabilities in widely-used models or frameworks is the most powerful salary negotiation asset.

Relevant certifications can add 5 to 15% to a Model Vulnerability Analyst's base salary in St. Louis. Specifically, compensation scales with the breadth of vulnerability classes analyzed and depth of model architecture knowledge. In a market where the range spans $108,000 to $189,000, certifications often bridge the gap between the 50th and 75th percentile.

In St. Louis, large enterprises typically pay Model Vulnerability Analysts 10 to 20% more in base salary than small companies, but startups often compensate with equity that can exceed base salary value. Bonuses of 12 to 20% are standard, with some organizations offering discovery bonuses for novel vulnerability classes. The $108,000 to $189,000 range reflects this entire spectrum.

St. Louis offers one of the most affordable major metro areas in the country, with a strong base in healthcare, financial services, and manufacturing. For Model Vulnerability Analysts specifically, compensation scales with the breadth of vulnerability classes analyzed and depth of model architecture knowledge, which signals sustained demand. The current compensation range of $108,000 to $189,000 reflects a market that is competing for talent.

St. Louis's economy is driven by Healthcare, Defense & Aerospace, Financial Services, and Plant Sciences & Biotech. Model Vulnerability Analysts are hired across these sectors, though compensation can vary 15 to 25% between industries. Company size and funding stage also influence total packages significantly.

Model Vulnerability Analyst salary in other cities

Houston$155,000
Indianapolis$146,000
Kansas City$149,000
Los Angeles$189,000
Miami$179,000
Minneapolis$168,000

Other salaries in St. Louis

Graphic Designer$56,000
Generative AI Developer$162,000
GEO/AEO Specialist$99,000
Growth Hacker$88,000

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