AI Model Distillation Engineer.
Knoxville.
$176,000
median salary, 8% below the national average
$133,000 to $231,000. Last updated April 2026.
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Data points to own the conversation.
AI Model Distillation Engineer pay in Knoxville ranges from $133,000 to $231,000 in 2026. The median is $176,000, 8% below the national average. Knoxville benefits from the presence of Oak Ridge National Laboratory, the University of Tennessee, and the Tennessee Valley Authority. Every dollar in that range is negotiable if you come prepared.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $159,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$114,000
to $141,000
Mid (3-5 yrs)
$150,000
to $185,000
Senior (6-9 yrs)
$194,000
to $229,000
Lead (10+ yrs)
$220,000
to $273,000
Salary trend
+8% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $84,000 to the total package.
Base
$176,000
Equity
$51,000
Bonus
$22,000
Signing
$11,000
Estimated total: $260,000
How Knoxville compares
Knoxville, TN
$176,000
Cost of living: 11% below average
National Average
$192,000
Knoxville is $16,000 below
AI Model Distillation Engineer salary by city
Salary by role in Knoxville
What you should know
Before you negotiate a AI Model Distillation Engineer offer in Knoxville, understand the terrain. Knoxville benefits from the presence of Oak Ridge National Laboratory, the University of Tennessee, and the Tennessee Valley Authority. The national lab drives strong demand for research scientists, engineers, and data analysts. No state income tax and affordable living make it an attractive value proposition. Expertise in knowledge distillation, model compression, and efficient transfer learning drives compensation. Engineers who can reduce large model sizes by 5 to 10x while preserving 90% or more of performance earn significant premiums of 12 to 20%. Experience with multi-teacher distillation, task-specific fine-tuning from distilled models, and deploying compressed models to edge devices adds further salary value.
ML engineers or research engineers earning $120,000 to $160,000 specialize into distillation roles at $145,000 to $252,000. Senior distillation engineers earn $195,000 to $275,000 before advancing to Principal Engineer or Head of Model Efficiency at $230,000 to $310,000. In Knoxville, your dollars stretch further. Cost of living runs 11% below the national average, which means even a median salary buys a stronger lifestyle.
Base salary is not the full picture. Total compensation reaches $225,000 to $420,000 with equity, cost-reduction bonuses, and efficiency milestone incentives of 12 to 22% of base. Companies focused on on-device AI and edge deployment offer the strongest packages for this specialization. And on the tax side: tennessee has no state income tax on wages. Knoxville has no city income tax. This zero income tax environment combined with very affordable housing creates excellent purchasing power. When someone quotes you $176,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Highlight Oak Ridge National Lab and DOE experience. National lab affiliations and security clearances command significant premiums in the Knoxville area. The range for AI Model Distillation Engineers in Knoxville runs from $133,000 to $231,000. 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 AI Safety Researcher in Knoxville earns $175,000 (1% less)
- The highest-paying role in Knoxville is Distinguished Engineer at $305,000
Common questions.
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