Synthetic Data Engineer.
Nashville.
$165,000
median salary, at the national average
$125,000 to $215,000. Updated for 2026.
The numbers.
Everything you need to negotiate with confidence.
Here is what Synthetic Data Engineers actually make in Nashville: $125,000 at the 25th percentile, $165,000 at the median, and $215,000 at the 75th. That is right at 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
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How Nashville compares
Nashville, TN
$165,000
Cost of living: at average
National Average
$165,000
Same as local rate
What you should know
If you are interviewing for Synthetic Data Engineer roles in Nashville, here is what you are walking into. 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. 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 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. 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: 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 $165,000, 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 Synthetic Data Engineers in Nashville runs from $125,000 to $215,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.
Top industries in Nashville
Negotiating in Nashville
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.