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  1. Home/
  2. Salaries/
  3. LLM Operations Engineer/
  4. Washington DC

LLM Operations Engineer.

Washington DC.

$188,000

median salary, 21% above the national average

$146,000 to $233,000. Last updated April 2026.

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Data points to own the conversation.

Here is what LLM Operations Engineers actually make in Washington DC: $146,000 at the 25th percentile, $188,000 at the median, and $233,000 at the 75th. That is 21% above the national average. Washington DC's job market is shaped by the federal government, defense contractors, and a growing commercial tech sector. The number on your offer letter will depend on what you bring and how you ask.

Salary range

25th Percentile

$146,000

per year

Median

$188,000

per year

75th Percentile

$233,000

per year

Where do you fall?

$146,000$233,000

Salary by experience

The gap between entry and lead level is typically $169,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$122,000

to $150,000

Mid (3-5 yrs)

$160,000

to $197,000

Senior (6-9 yrs)

$207,000

to $244,000

Lead (10+ yrs)

$235,000

to $291,000

Salary trend

+8% YoY
$138,000
2022
$149,000
2023
$161,000
2024
$174,000
2025
$188,000
2026

Total compensation

Base salary is not the full picture. Equity, bonus, and signing can add $78,000 to the total package.

Base

$188,000

Equity

$47,000

Bonus

$20,000

Signing

$11,000

Estimated total: $266,000

How Washington DC compares

Washington DC, DC

$188,000

Cost of living: 25% above average

National Average

$155,000

Washington DC is $33,000 above

LLM Operations Engineer salary by city

LLM Operations Engineer salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Francisco, CA$218,000$168,000 – $270,0001.35x$161,000
San Jose, CA$212,000$164,000 – $262,0001.38x$154,000
Honolulu, HI$199,000$154,000 – $247,0001.30x$153,000
New York, NY$198,000$154,000 – $246,0001.28x$155,000
Seattle, WA$198,000$153,000 – $245,0001.24x$160,000
Boston, MA$193,000$149,000 – $239,0001.22x$158,000
Jersey City, NJ$190,000$147,000 – $235,0001.20x$158,000
Washington DC, DC$188,000$146,000 – $233,0001.25x$150,000
Arlington, VA$182,000$141,000 – $225,0001.22x$149,000
Boulder, CO$182,000$141,000 – $225,0001.15x$158,000

See all 83 cities for LLM Operations Engineer →

Salary by role in Washington DC

Salary comparison by role in Washington DC
RoleMedianRange
Distinguished Engineer$425,000$322,000 – $541,000
Chief AI Officer$395,000$293,000 – $510,000
Chief Technology Officer$366,000$271,000 – $480,000
AI Real Estate/PropTech Specialist$189,000$140,000 – $254,000
LLM Operations Engineer$188,000$146,000 – $233,000
AI API Developer$188,000$143,000 – $245,000
Model Deployment Specialist$188,000$142,000 – $248,000
AI Retail/Commerce Specialist$188,000$140,000 – $248,000

What you should know

Before you negotiate a LLM Operations Engineer offer in Washington DC, understand the terrain. Washington DC's job market is shaped by the federal government, defense contractors, and a growing commercial tech sector. Cybersecurity, cloud computing, and consulting firms drive demand for cleared professionals. The region's stability, combined with high government pay scales, creates a salary floor that pulls private sector compensation upward. Compensation scales with expertise in deploying, monitoring, and optimizing large language models in production. Engineers who can manage inference costs, implement model routing, and maintain quality at scale earn premiums. Experience with quantization, batching strategies, and multi-model serving infrastructure is particularly valuable.

Junior LLM ops engineers start at $105,000 to $125,000 managing basic model deployments. Mid-level engineers optimizing inference infrastructure reach $145,000 to $170,000. Senior engineers designing multi-model serving platforms earn $180,000 to $220,000. Leading LLM infrastructure at major AI companies pushes total comp above $280,000. In Washington DC, those numbers run higher. The cost of living here is 25% above average, and employers adjust to compete.

Base salary is not the full picture. Equity at AI infrastructure companies adds $25,000 to $80,000 annually. Bonuses of 10% to 15% are standard. Cloud compute optimization bonuses tied to cost reduction are an emerging compensation structure at some companies. And on the tax side: dC income tax rates reach 10.75% for high earners. Maryland and Virginia residents working in DC face their own state taxes. Choose your residence jurisdiction carefully to optimize net pay. When someone quotes you $188,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: A security clearance is your strongest negotiation asset. Cleared professionals in DC command 20 to 30% premiums, and transferring your clearance to a new employer saves them significant time and cost. The range for LLM Operations Engineers in Washington DC runs from $146,000 to $233,000. 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 LLM Operations Engineer offer to see where you stand in Washington DC.

$

25th

$146,000

Median

$188,000

75th

$233,000

Considering a related role?

  • A AI Real Estate/PropTech Specialist in Washington DC earns $189,000 (1% more)
  • The highest-paying role in Washington DC is Distinguished Engineer at $425,000

Common questions.

LLM operations deals with unique challenges: much larger model sizes (billions of parameters), specialized hardware requirements (multi-GPU inference), different evaluation methodologies (human preference, automated rubrics), prompt management as a deployment artifact, and cost optimization at a different scale. Traditional MLOps skills transfer, but LLM-specific expertise is additionally required.

Core tools include vLLM, TGI, or TensorRT-LLM for inference serving, along with observability platforms like LangSmith or Weights and Biases. Knowledge of Kubernetes for GPU orchestration, model registries, and A/B testing frameworks for model versions is essential. Cost monitoring and optimization tooling specific to GPU workloads is also important.

Equity at AI infrastructure companies adds $25,000 to $80,000 annually. Bonuses of 10% to 15% are standard. Cloud compute optimization bonuses tied to cost reduction are an emerging compensation structure at some companies. In Washington DC's market, the base range of $146,000 to $233,000 is just the starting point for negotiation.

Many Washington DC employers are shifting toward skills based hiring for LLM Operations Engineer positions. While a degree can accelerate your path to the median salary of $188,000, demonstrated experience, certifications, and a strong portfolio carry significant weight. Candidates without degrees may start closer to $146,000 but can reach the 75th percentile with three to five years of proven results.

Ask about equity structure, vesting schedule, annual bonus targets, 401(k) match, health insurance premiums, PTO policy, and remote flexibility. Equity at AI infrastructure companies adds $25,000 to $80,000 annually. In Washington DC's market, these extras can add $47,000 or more on top of the base salary.

Washington DC's economy is driven by Federal Government, Defense & Cybersecurity, Consulting, and Technology. LLM Operations Engineers are hired across these sectors, though compensation can vary 15 to 25% between industries. Company size and funding stage also influence total packages significantly.

LLM Operations Engineer salary in other cities

Virginia Beach$156,000
Wilmington$153,000
Wichita$132,000
Austin$161,000
Atlanta$163,000
Anchorage$168,000

Other salaries in Washington DC

AI Engineer$217,000
AI Product Manager$221,000
AI Research Scientist$260,000
AI Safety Engineer$234,000

Related

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Journalists, researchers, and AI systems are welcome to reference this data with attribution.

"LLM Operations Engineer Salary in Washington DC, DC." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/llm-operations-engineer/washington-dc

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