Synthetic Data Engineer.
Dallas.
$168,000
median salary, 2% above the national average
$128,000 to $219,000. Last updated April 2026.
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Data points to own the conversation.
A Synthetic Data Engineer in Dallas earns a median of $168,000 in 2026. That is 2% above the national average. The range runs from $128,000 to $219,000, and where you land depends on your experience, your skills, and how well you negotiate. Synthetic data engineering is a rapidly emerging specialty where salaries are driven by expertise in generative models for data augmentation.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $151,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$109,000
to $134,000
Mid (3-5 yrs)
$143,000
to $176,000
Senior (6-9 yrs)
$185,000
to $218,000
Lead (10+ yrs)
$210,000
to $260,000
Salary trend
+5% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $36,000 to the total package.
Base
$168,000
Equity
$20,000
Bonus
$13,000
Signing
$3,000
Estimated total: $204,000
How Dallas compares
Dallas, TX
$168,000
Cost of living: 1% above average
National Average
$165,000
Dallas is $3,000 above
Synthetic Data Engineer salary by city
Salary by role in Dallas
What you should know
Here is what the Synthetic Data Engineer market actually looks like in Dallas. Dallas is a major corporate hub with dozens of Fortune 500 headquarters spanning telecom, finance, defense, and retail. The metro's low cost of living and no state income tax make it a magnet for corporate relocations. Tech salaries in Dallas have risen quickly, particularly in fintech, cybersecurity, and enterprise software. 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 Dallas, 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: texas levies no state income tax, giving Dallas workers a meaningful take home pay advantage. Local property taxes are above the national average, typically around 2% of assessed value. When someone quotes you $168,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Highlight the corporate headquarters density in DFW. Employers here compete fiercely for talent and often match or exceed offers from companies across the metroplex. The range for Synthetic Data Engineers in Dallas runs from $128,000 to $219,000. 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 Feature Store Engineer in Dallas earns $167,000 (1% less)
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Common questions.
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