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  1. Home/
  2. Salary/
  3. Model Vulnerability Analyst/
  4. Nashville

Model Vulnerability Analyst.

Nashville.

$160,000

median salary, at the national average

$120,000 to $210,000. Updated for 2026.

Get your playbook

The numbers.

Everything you need to negotiate with confidence.

Model Vulnerability Analyst pay in Nashville ranges from $120,000 to $210,000 in 2026. The median is $160,000, right at the national average. Nashville has diversified well beyond music into healthcare, finance, and technology. Every dollar in that range is negotiable if you come prepared.

Salary range

25th Percentile

$120,000

per year

Median

$160,000

per year

75th Percentile

$210,000

per year

Tap to place your salary

$120,000$210,000

How Nashville compares

Nashville, TN

$160,000

Cost of living: at average

National Average

$160,000

Same as local rate

What you should know

Before you negotiate a Model Vulnerability Analyst offer in Nashville, understand the terrain. Nashville has diversified well beyond music into healthcare, finance, and technology. The city is home to HCA Healthcare and a growing corridor of health tech startups. Nashville's moderate cost of living, combined with Tennessee's lack of state income tax on wages, makes it increasingly popular for corporate relocations and remote workers. 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 Nashville, 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: tennessee has no state income tax on wages or salaries. This gives Nashville workers a meaningful take home advantage over peers in states with 5 to 10% income tax rates. When someone quotes you $160,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Use the healthcare industry concentration as leverage. Nashville healthcare employers are accustomed to national pay scales and will often match or beat coastal health sector offers. The range for Model Vulnerability Analysts in Nashville runs from $120,000 to $210,000. 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 Nashville

HealthcareMusic & EntertainmentFinance & InsuranceTechnologyTourism

Negotiating in Nashville

Use the healthcare industry concentration as leverage. Nashville healthcare employers are accustomed to national pay scales and will often match or beat coastal health sector offers.

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.

Lead with data: Model Vulnerability Analysts in Nashville earn $120,000 to $210,000, so anchoring your ask near $210,000 gives room to land at the median. Use the healthcare industry concentration as leverage. Nashville healthcare employers are accustomed to national pay scales and will often match or beat coastal health sector offers. Never accept the first number without a conversation.

Tennessee has no state income tax on wages or salaries. This gives Nashville workers a meaningful take home advantage over peers in states with 5 to 10% income tax rates. When comparing offers across states, your take home pay matters more than the number on the offer letter. A lower salary in a no income tax state can net more than a higher one elsewhere.

Remote work has compressed geographic salary premiums for Model Vulnerability Analysts. Some Nashville employers offer location adjusted pay, while others maintain local rates to attract in office talent. In Nashville's moderate cost market, remote and local salaries are converging. The $120,000 to $210,000 range reflects both arrangements.

Relevant certifications can add 5 to 15% to a Model Vulnerability Analyst's base salary in Nashville. Specifically, compensation scales with the breadth of vulnerability classes analyzed and depth of model architecture knowledge. In a market where the range spans $120,000 to $210,000, certifications often bridge the gap between the 50th and 75th percentile.

Nashville's economy is driven by Healthcare, Music & Entertainment, Finance & Insurance, and Technology. 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

Boston$195,000
Chicago$171,000
Charlotte$155,000
Columbus$149,000
Denver$173,000
Dallas$162,000

Other salaries in Nashville

Graphic Designer$62,000
Generative AI Developer$180,000
GEO/AEO Specialist$110,000
Growth Hacker$98,000

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