ML Pipeline Engineer.
Little Rock.
$136,000
median salary, 19% below the national average
$104,000 to $179,000. Last updated April 2026.
Get the job.
Data points to own the conversation.
If you are evaluating a ML Pipeline Engineer offer in Little Rock, AR, here is the reality: $104,000 to $179,000, with $136,000 as the midpoint. 19% below the national average. Compensation scales with pipeline complexity, data volume handled, and the number of production models supported. Do not accept the first number.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $123,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$88,000
to $109,000
Mid (3-5 yrs)
$116,000
to $143,000
Senior (6-9 yrs)
$150,000
to $177,000
Lead (10+ yrs)
$170,000
to $211,000
Salary trend
+7% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $64,000 to the total package.
Base
$136,000
Equity
$39,000
Bonus
$17,000
Signing
$8,000
Estimated total: $200,000
How Little Rock compares
Little Rock, AR
$136,000
Cost of living: 18% below average
National Average
$168,000
Little Rock is $32,000 below
ML Pipeline Engineer salary by city
Salary by role in Little Rock
What you should know
Here is what the ML Pipeline Engineer market actually looks like in Little Rock. Little Rock's economy is driven by Walmart's nearby headquarters ecosystem, state government, healthcare, and logistics. The metro's extremely low cost of living means even moderate salaries deliver strong purchasing power. Tech jobs are growing as companies seek affordable alternatives to major metros. Compensation scales with pipeline complexity, data volume handled, and the number of production models supported. Engineers building end-to-end orchestration for training, validation, and deployment earn top salaries. Expertise in tools like Kubeflow, Airflow, or Vertex AI Pipelines and feature store integration drives premium offers.
Junior ML pipeline engineers earn $108,000 to $128,000 building components of existing pipelines. Mid-level roles designing full pipeline architectures pay $148,000 to $168,000. Senior engineers leading platform teams reach $195,000 to $220,000, with staff engineers exceeding $250,000. In Little Rock, your dollars stretch further. Cost of living runs 18% below the national average, which means even a median salary buys a stronger lifestyle.
Base salary is not the full picture. Total compensation packages include 12 to 20% bonuses at established companies. Startups frequently offer equity worth 15 to 30% of base salary, with accelerated vesting for high-impact pipeline infrastructure roles. And on the tax side: arkansas has a top income tax rate of 4.4%. Little Rock has no city income tax. The combination of low taxes and very affordable housing creates one of the best net pay environments in the country. When someone quotes you $136,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Reference the Walmart and Tyson ecosystem when negotiating. Northwest Arkansas and Little Rock employers benchmark against national corporate pay scales. The range for ML Pipeline Engineers in Little Rock runs from $104,000 to $179,000. 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 Cybersecurity Engineer in Little Rock earns $135,000 (1% less)
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Common questions.
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