Model Vulnerability Analyst.
Pittsburgh.
$147,000
median salary, 8% below the national average
$110,000 to $193,000. Updated for 2026.
The numbers.
Everything you need to negotiate with confidence.
Pittsburgh is 8% cheaper than the national average. For Model Vulnerability Analysts, that shakes out to a median of $147,000, with the full range spanning $110,000 to $193,000. Compensation scales with the breadth of vulnerability classes analyzed and depth of model architecture knowledge. Know the range before you walk in.
Salary range
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How Pittsburgh compares
Pittsburgh, PA
$147,000
Cost of living: 8% below average
National Average
$160,000
Pittsburgh is $13,000 below
What you should know
The Model Vulnerability Analyst landscape in Pittsburgh is not what most salary sites will tell you. Pittsburgh has reinvented itself from a steel city into a hub for robotics, autonomous vehicles, and healthcare technology. Carnegie Mellon University feeds a strong talent pipeline into AI and robotics companies. The city's low cost of living combined with world class research institutions makes it a hidden gem for technology professionals. 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 Pittsburgh, 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: pennsylvania's flat 3.07% state tax is low, but Pittsburgh adds a local earned income tax of about 3%. Combined with the school district tax, local taxes require attention in negotiations. When someone quotes you $147,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Highlight robotics or AI specialization. Pittsburgh employers tied to CMU's research ecosystem pay nationally competitive salaries for candidates with advanced technical skills. The range for Model Vulnerability Analysts in Pittsburgh runs from $110,000 to $193,000. 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 Pittsburgh
Negotiating in Pittsburgh
Highlight robotics or AI specialization. Pittsburgh employers tied to CMU's research ecosystem pay nationally competitive salaries for candidates with advanced technical skills.