Data Pipeline Engineer (ML).
Los Angeles.
$186,000
median salary, 18% above the national average
$142,000 to $245,000. Updated for 2026.
The numbers.
Everything you need to negotiate with confidence.
Los Angeles is 18% more expensive than the national average. For Data Pipeline Engineer (ML)s, that shakes out to a median of $186,000, with the full range spanning $142,000 to $245,000. 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 Los Angeles compares
Los Angeles, CA
$186,000
Cost of living: 18% above average
National Average
$158,000
Los Angeles is $28,000 above
What you should know
The Data Pipeline Engineer (ML) landscape in Los Angeles is not what most salary sites will tell you. Los Angeles blends a thriving entertainment industry with a growing tech and startup ecosystem, often called Silicon Beach. The city's diverse economy spans aerospace, healthcare, fashion, and gaming. LA offers strong salaries that, while below San Francisco levels, pair with a broader lifestyle appeal and lower housing costs relative to the Bay Area. 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 Los Angeles, those numbers run higher. The cost of living here is 18% above average, and employers adjust to compete.
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: california's 13.3% top state income tax rate applies to LA earners as well. There is no city income tax, but the high state rate makes take home pay lower than cities in no income tax states. When someone quotes you $186,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Highlight cross industry skills. LA employers value candidates who bridge entertainment and tech, so framing your experience across verticals can unlock higher offers. The range for Data Pipeline Engineer (ML)s in Los Angeles runs from $142,000 to $245,000. 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 Los Angeles
Negotiating in Los Angeles
Highlight cross industry skills. LA employers value candidates who bridge entertainment and tech, so framing your experience across verticals can unlock higher offers.