Synthetic Data Engineer.

Where do you fall?

Salary trend

Estimated total: $183,000

The Synthetic Data Engineer landscape in Madison is not what most salary sites will tell you. Madison is a growing tech hub anchored by the University of Wisconsin and Epic Systems, one of the largest health IT companies. The city consistently ranks among the best places to live and has a thriving startup ecosystem. Salaries are competitive relative to the modest cost of living. 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 Madison, 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: wisconsin's top income tax rate is 7.65%. Madison has no city income tax. The moderate state rate is offset by the affordable cost of living and strong employer base. When someone quotes you $150,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Reference Epic Systems compensation benchmarks. Epic sets the salary standard for tech in Madison and most employers in the area compete against their packages. The range for Synthetic Data Engineers in Madison runs from $114,000 to $196,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.

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