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  1. Home/
  2. Salaries/
  3. Federated Learning Specialist/
  4. Knoxville

Federated Learning Specialist.

Knoxville.

$138,000

median salary, 15% below the national average

$107,000 to $175,000. Last updated April 2026.

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Data points to own the conversation.

The median Federated Learning Specialist salary in Knoxville is $138,000, 15% below the national average. Entry level starts near $107,000. Experienced professionals push past $175,000. Knoxville benefits from the presence of Oak Ridge National Laboratory, the University of Tennessee, and the Tennessee Valley Authority. That spread is your negotiation window.

Salary range

25th Percentile

$107,000

per year

Median

$138,000

per year

75th Percentile

$175,000

per year

Where do you fall?

$107,000$175,000

Salary by experience

The gap between entry and lead level is typically $124,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$90,000

to $110,000

Mid (3-5 yrs)

$117,000

to $145,000

Senior (6-9 yrs)

$152,000

to $179,000

Lead (10+ yrs)

$173,000

to $214,000

Salary trend

+6% YoY
$109,000
2022
$116,000
2023
$123,000
2024
$130,000
2025
$138,000
2026

Total compensation

Base salary is not the full picture. Equity, bonus, and signing can add $34,000 to the total package.

Base

$138,000

Equity

$19,000

Bonus

$12,000

Signing

$3,000

Estimated total: $172,000

How Knoxville compares

Knoxville, TN

$138,000

Cost of living: 11% below average

National Average

$162,000

Knoxville is $24,000 below

Federated Learning Specialist salary by city

Federated Learning Specialist salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Jose, CA$233,000$179,000 – $294,0001.38x$169,000
Honolulu, HI$219,000$169,000 – $277,0001.30x$168,000
San Francisco, CA$210,000$162,000 – $266,0001.35x$156,000
Arlington, VA$202,000$156,000 – $255,0001.22x$166,000
Boston, MA$200,000$154,000 – $253,0001.22x$164,000
New York, NY$199,000$154,000 – $252,0001.28x$155,000
Los Angeles, CA$199,000$153,000 – $252,0001.18x$169,000
Seattle, WA$199,000$153,000 – $252,0001.24x$160,000
Washington DC, DC$198,000$153,000 – $251,0001.25x$158,000
Knoxville, TN$138,000$107,000 – $175,0000.89x$155,000

See all 83 cities for Federated Learning Specialist →

Salary by role in Knoxville

Salary comparison by role in Knoxville
RoleMedianRange
Distinguished Engineer$305,000$231,000 – $389,000
Chief AI Officer$265,000$197,000 – $342,000
Chief Technology Officer$258,000$191,000 – $338,000
Blockchain Developer$139,000$103,000 – $184,000
Federated Learning Specialist$138,000$107,000 – $175,000
Multimodal AI Applications Engineer$138,000$107,000 – $171,000
AI Digital Twin Architect$138,000$107,000 – $175,000
AI Drug Discovery Scientist$138,000$105,000 – $174,000

What you should know

Before you negotiate a Federated Learning Specialist 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. Compensation reflects the niche expertise in privacy-preserving distributed ML. Specialists who can implement federated learning systems that train models across devices or organizations without centralizing data earn significant premiums. Experience with differential privacy guarantees, secure aggregation protocols, and communication-efficient training is particularly valued.

Junior federated learning engineers start at $110,000 to $130,000. Mid-level specialists building production federated systems reach $150,000 to $180,000. Senior specialists designing cross-organization federated platforms earn $190,000 to $235,000. Research leads at privacy-focused AI companies can exceed $280,000 in total compensation. 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. Equity at privacy tech and health AI companies adds $25,000 to $80,000 annually. Bonuses of 12% to 18% are standard. Research publication incentives and compute budgets are generous. Conference travel to top privacy and ML venues is fully supported. 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 $138,000, 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 Federated Learning Specialists in Knoxville runs from $107,000 to $175,000. 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

Interactive

Is your offer competitive?

Enter your Federated Learning Specialist offer to see where you stand in Knoxville.

$

25th

$107,000

Median

$138,000

75th

$175,000

Considering a related role?

  • A AI Enablement & Literacy Lead in Knoxville earns $137,000 (1% less)
  • The highest-paying role in Knoxville is Distinguished Engineer at $305,000

Common questions.

Healthcare leads adoption because patient data cannot be centralized across hospitals. Financial services use federated learning for fraud detection across institutions without sharing transaction data. Mobile keyboard prediction (popularized by Google) is a major consumer application. Autonomous driving companies use it to train across vehicle fleets. Any industry with strong data privacy requirements is a potential user.

Non-IID data distribution across clients causes model divergence. Communication efficiency is critical when training across thousands of devices. Privacy guarantees (differential privacy) must be formally verified. Dealing with heterogeneous compute capabilities across clients adds complexity. Debugging distributed training across clients you cannot inspect directly requires new tooling approaches.

The national median for a Federated Learning Specialist is $155,056. In Knoxville, cost of living adjustments push the median to $138,000. That discount reflects Knoxville's lower housing, transportation, and everyday costs.

Lead with data: Federated Learning Specialists in Knoxville earn $107,000 to $175,000, so anchoring your ask near $175,000 gives room to land at the median. Highlight Oak Ridge National Lab and DOE experience. National lab affiliations and security clearances command significant premiums in the Knoxville area. Never accept the first number without a conversation.

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 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.

Federated Learning Specialist salary in other cities

Austin$167,000
Atlanta$170,000
Anchorage$183,000
Albuquerque$144,000
Arlington$202,000
Albany$152,000

Other salaries in Knoxville

Customer Service Representative$39,000
Conversational AI Designer$125,000
Construction Manager$92,000
Carpenter$49,000

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"Federated Learning Specialist Salary in Knoxville, TN." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/federated-learning-specialist/knoxville

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