Synthetic Data Engineer.
Lexington.
$142,000
median salary, 14% below the national average
$108,000 to $185,000. Last updated April 2026.
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Data points to own the conversation.
Synthetic Data Engineer pay in Lexington ranges from $108,000 to $185,000 in 2026. The median is $142,000, 14% below the national average. Lexington is Kentucky's second largest city with an economy driven by the University of Kentucky, healthcare, and the equine industry. 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 $128,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$92,000
to $114,000
Mid (3-5 yrs)
$121,000
to $149,000
Senior (6-9 yrs)
$156,000
to $185,000
Lead (10+ yrs)
$178,000
to $220,000
Salary trend
+5% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $31,000 to the total package.
Base
$142,000
Equity
$17,000
Bonus
$11,000
Signing
$3,000
Estimated total: $173,000
How Lexington compares
Lexington, KY
$142,000
Cost of living: 14% below average
National Average
$165,000
Lexington is $23,000 below
Synthetic Data Engineer salary by city
Salary by role in Lexington
What you should know
Before you negotiate a Synthetic Data Engineer offer in Lexington, understand the terrain. Lexington is Kentucky's second largest city with an economy driven by the University of Kentucky, healthcare, and the equine industry. A growing tech startup scene and affordable cost of living are attracting remote workers. The bourbon and manufacturing sectors also contribute to the local economy. Synthetic data engineering is a rapidly emerging specialty where salaries are driven by expertise in generative models for data augmentation. Experience with privacy-preserving data generation for regulated industries like healthcare and finance commands 15 to 25% premiums. Knowledge of differential privacy and statistical validation of synthetic datasets is highly valued.
Junior synthetic data engineers earn $125,000 to $148,000. Engineers with 2 to 4 years of specialized experience reach $165,000 to $215,000. Senior engineers and technical leads earn $220,000 to $290,000, while directors of synthetic data programs at large enterprises can command $300,000 to $380,000. In Lexington, your dollars stretch further. Cost of living runs 14% below the national average, which means even a median salary buys a stronger lifestyle.
Base salary is not the full picture. Startups in the synthetic data space offer equity packages of 0.1 to 0.5% that can be worth significantly more than base salary if the company succeeds. Established tech firms offer RSUs worth 20 to 35% of base salary plus bonuses of 10 to 20%. And on the tax side: kentucky has a flat 4% state income tax. Lexington has an occupational tax of about 2.25%. The combined rate is moderate and the very affordable housing stretches salaries further. When someone quotes you $142,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Leverage UK Health and the medical corridor when negotiating. Healthcare and biotech roles command nationally competitive salaries in Lexington. The range for Synthetic Data Engineers in Lexington runs from $108,000 to $185,000. 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 Lexington earns $143,000 (1% more)
- The highest-paying role in Lexington is Distinguished Engineer at $275,000
Common questions.
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