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  1. Home/
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  3. Retrieval Engineer/
  4. Nashville

Retrieval Engineer.

Nashville.

$146,000

median salary, 1% above the national average

$111,000 to $182,000. Last updated April 2026.

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Data points to own the conversation.

Here is what Retrieval Engineers actually make in Nashville: $111,000 at the 25th percentile, $146,000 at the median, and $182,000 at the 75th. That is 1% above the national average. Nashville has diversified well beyond music into healthcare, finance, and technology. The number on your offer letter will depend on what you bring and how you ask.

Salary range

25th Percentile

$111,000

per year

Median

$146,000

per year

75th Percentile

$182,000

per year

Where do you fall?

$111,000$182,000

Salary by experience

The gap between entry and lead level is typically $131,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$95,000

to $117,000

Mid (3-5 yrs)

$124,000

to $153,000

Senior (6-9 yrs)

$161,000

to $190,000

Lead (10+ yrs)

$183,000

to $226,000

Salary trend

+7% YoY
$111,000
2022
$119,000
2023
$128,000
2024
$136,000
2025
$146,000
2026

Total compensation

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

Base

$146,000

Equity

$19,000

Bonus

$12,000

Signing

$3,000

Estimated total: $180,000

How Nashville compares

Nashville, TN

$146,000

Cost of living: at average

National Average

$145,000

Nashville is $1,000 above

Retrieval Engineer salary by city

Retrieval Engineer salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Francisco, CA$202,000$153,000 – $250,0001.35x$150,000
San Jose, CA$192,000$146,000 – $238,0001.38x$139,000
Honolulu, HI$190,000$144,000 – $236,0001.30x$146,000
New York, NY$180,000$137,000 – $223,0001.28x$141,000
Newark, NJ$178,000$135,000 – $221,0001.18x$151,000
Arlington, VA$177,000$134,000 – $220,0001.22x$145,000
Boston, MA$175,000$133,000 – $217,0001.22x$143,000
Seattle, WA$174,000$132,000 – $217,0001.24x$140,000
Washington DC, DC$174,000$132,000 – $216,0001.25x$139,000
Nashville, TN$146,000$111,000 – $182,0001.00x$146,000

See all 83 cities for Retrieval Engineer →

Salary by role in Nashville

Salary comparison by role in Nashville
RoleMedianRange
Distinguished Engineer$343,000$260,000 – $437,000
Chief AI Officer$298,000$221,000 – $384,000
Chief Technology Officer$290,000$215,000 – $380,000
Retrieval Engineer$146,000$111,000 – $182,000
Prompt Engineer$146,000$104,000 – $198,000
AI Observability Specialist$146,000$112,000 – $182,000
AI Telecom Engineer$146,000$109,000 – $185,000
AI Embedded Systems Developer$146,000$111,000 – $185,000

What you should know

Before you negotiate a Retrieval Engineer offer in Nashville, understand the terrain. 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. Expertise in building production RAG systems, embedding models, and hybrid search architectures drives compensation. Engineers who can optimize retrieval quality, latency, and cost for large-scale document corpora earn premiums. Experience with vector databases, reranking models, and chunking strategies is in high demand.

Junior retrieval engineers start at $95,000 to $115,000 building basic RAG pipelines. Mid-level engineers optimizing production retrieval systems reach $135,000 to $160,000. Senior retrieval architects designing multi-modal search platforms earn $170,000 to $210,000. Leading retrieval infrastructure at an AI company pushes total comp above $250,000. 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 at AI search and RAG platform companies adds $20,000 to $80,000 annually. Bonuses of 10% to 15% are standard. Cloud compute credits for experimentation and conference attendance budgets are common perks. 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 $146,000, 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 Retrieval Engineers in Nashville runs from $111,000 to $182,000. 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 Retrieval Engineer offer to see where you stand in Nashville.

$

25th

$111,000

Median

$146,000

75th

$182,000

Considering a related role?

  • A AI Quality Assurance Engineer in Nashville earns $147,000 (1% more)
  • The highest-paying role in Nashville is Distinguished Engineer at $343,000

Common questions.

Core skills include vector database operations (Pinecone, Weaviate, Qdrant), embedding model selection and fine-tuning, chunking strategy design, and hybrid search combining dense and sparse retrieval. Understanding of reranking models, query expansion, and evaluation metrics like NDCG and recall is essential. Python and strong software engineering fundamentals are prerequisites.

Retrieval engineering extends traditional search with semantic understanding through embeddings. You still need classical IR knowledge (BM25, TF-IDF, inverted indices), but layer on vector similarity, embedding model management, and LLM-powered query understanding. The evaluation loop is also different because relevance is more subjective and context-dependent.

In Nashville, large enterprises typically pay Retrieval Engineers 10 to 20% more in base salary than small companies, but startups often compensate with equity that can exceed base salary value. Equity at AI search and RAG platform companies adds $20,000 to $80,000 annually. The $111,000 to $182,000 range reflects this entire spectrum.

Lead with data: Retrieval Engineers in Nashville earn $111,000 to $182,000, so anchoring your ask near $182,000 gives room to land at the median. 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. Never accept the first number without a conversation.

Entry level Retrieval Engineer positions in Nashville typically start near $111,000. Candidates with relevant internships, certifications, or portfolio work often negotiate closer to the median of $146,000. Junior retrieval engineers start at $95,000 to $115,000 building basic RAG pipelines.

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 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.

Retrieval Engineer salary in other cities

Boston$175,000
Birmingham$127,000
Boise$141,000
Baltimore$155,000
Billings$132,000
Burlington$158,000

Other salaries in Nashville

Electrician$64,000
Edge AI Engineer$180,000
Elevator Installer / Repair$80,000
Executive Assistant$73,000

Related

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Cite this data

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

"Retrieval Engineer Salary in Nashville, TN." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/retrieval-engineer/nashville

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