Data Pipeline Engineer (ML).
Nashville.
$158,000
median salary, at the national average
$120,000 to $208,000. Updated for 2026.
The numbers.
Everything you need to negotiate with confidence.
Nashville is 0% cheaper than the national average. For Data Pipeline Engineer (ML)s, that shakes out to a median of $158,000, with the full range spanning $120,000 to $208,000. ML data pipeline engineers earn salaries based on the scale and complexity of data systems they build and maintain. Know the range before you walk in.
Salary range
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How Nashville compares
Nashville, TN
$158,000
Cost of living: at average
National Average
$158,000
Same as local rate
What you should know
The Data Pipeline Engineer (ML) landscape in Nashville is not what most salary sites will tell you. 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. ML data pipeline engineers earn salaries based on the scale and complexity of data systems they build and maintain. Engineers handling petabyte-scale training data pipelines for large model training earn 15 to 25% more than those working with smaller datasets. Experience with both batch and streaming architectures is a consistent salary booster across employers.
Junior ML pipeline engineers start at $120,000 to $142,000. Mid-level engineers managing production ML data flows earn $158,000 to $208,000. Senior engineers and infrastructure leads reach $215,000 to $280,000, while staff engineers designing organization-wide ML data platforms can command $290,000 to $370,000. 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. Tech companies offer equity grants of 15 to 25% of base salary with standard four-year vesting schedules. Annual performance bonuses range from 10 to 18%. On-call compensation for production pipeline maintenance adds $8,000 to $18,000 annually at some organizations. 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 $158,000, 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 Data Pipeline Engineer (ML)s in Nashville runs from $120,000 to $208,000. 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.