LLMOps Engineer.
Nashville.
$178,000
median salary, at the national average
$135,000 to $232,000. Updated for 2026.
The numbers.
Everything you need to negotiate with confidence.
If you are evaluating a LLMOps Engineer offer in Nashville, TN, here is the reality: $135,000 to $232,000, with $178,000 as the midpoint. Right at the national average. Compensation is driven by expertise in large language model deployment, prompt management pipelines, and fine-tuning infrastructure. Do not accept the first number.
Salary range
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How Nashville compares
Nashville, TN
$178,000
Cost of living: at average
National Average
$178,000
Same as local rate
What you should know
The LLMOps Engineer landscape in Nashville is not what most salary sites will tell you. 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 is driven by expertise in large language model deployment, prompt management pipelines, and fine-tuning infrastructure. Engineers who can optimize inference costs and latency for production LLM applications earn top-tier packages. Experience with retrieval-augmented generation and evaluation frameworks further increases market value.
Entry-level LLMOps roles begin at $115,000 to $135,000. Mid-career engineers earn $155,000 to $178,000, while senior specialists managing enterprise LLM platforms reach $200,000 to $232,000. Directors of LLM infrastructure can exceed $280,000 in total compensation. 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. Equity grants are common, especially at AI-native startups where RSU packages can represent 20 to 40% of total compensation. Annual bonuses range from 10 to 20% of base salary. 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 $178,000, 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 LLMOps Engineers in Nashville runs from $135,000 to $232,000. 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
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.