AI Observability Engineer.
Knoxville.
$144,000
median salary, 13% below the national average
$109,000 to $190,000. Last updated April 2026.
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Data points to own the conversation.
A AI Observability Engineer in Knoxville earns a median of $144,000 in 2026. That is 13% below the national average. The range runs from $109,000 to $190,000, and where you land depends on your experience, your skills, and how well you negotiate. Salary varies with the depth of monitoring infrastructure built and the complexity of ML systems observed.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $129,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$94,000
to $115,000
Mid (3-5 yrs)
$122,000
to $151,000
Senior (6-9 yrs)
$158,000
to $187,000
Lead (10+ yrs)
$180,000
to $223,000
Salary trend
+10% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $66,000 to the total package.
Base
$144,000
Equity
$40,000
Bonus
$17,000
Signing
$9,000
Estimated total: $210,000
How Knoxville compares
Knoxville, TN
$144,000
Cost of living: 11% below average
National Average
$165,000
Knoxville is $21,000 below
AI Observability Engineer salary by city
Salary by role in Knoxville
What you should know
The AI Observability Engineer landscape in Knoxville is not what most salary sites will tell you. 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. Salary varies with the depth of monitoring infrastructure built and the complexity of ML systems observed. Engineers who design custom metrics for model performance, data quality, and inference latency earn more. Expertise in distributed tracing for ML pipelines and building alerting systems for prediction drift increases value.
Entry-level observability engineers start at $105,000 to $125,000. Mid-career professionals building production monitoring stacks earn $145,000 to $165,000. Senior engineers architecting enterprise observability platforms reach $190,000 to $218,000, with director roles at $235,000 to $270,000. 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. Annual bonuses of 10 to 18% are typical, with some companies offering spot bonuses for reducing model incidents. Equity components are strongest at observability platform vendors and AI-first companies. 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 $144,000, 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 Observability Engineers in Knoxville runs from $109,000 to $190,000. 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 Operations Lead in Knoxville earns $145,000 (1% more)
- The highest-paying role in Knoxville is Distinguished Engineer at $305,000
Common questions.
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