Feature Store Engineer.
Houston.
$167,000
median salary, 3% below the national average
$126,000 to $218,000. Updated for 2026.
The numbers.
Everything you need to negotiate with confidence.
The median Feature Store Engineer salary in Houston is $167,000, 3% below the national average. Entry level starts near $126,000. Experienced professionals push past $218,000. Houston's economy is deeply rooted in energy, with a growing presence in healthcare, aerospace, and technology. That spread is your negotiation window.
Salary range
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How Houston compares
Houston, TX
$167,000
Cost of living: 3% below average
National Average
$172,000
Houston is $5,000 below
What you should know
Before you negotiate a Feature Store Engineer offer in Houston, understand the terrain. Houston's economy is deeply rooted in energy, with a growing presence in healthcare, aerospace, and technology. The Texas Medical Center is the world's largest, driving massive demand for clinical and research roles. Houston's low cost of living and no state income tax make it an attractive destination for professionals seeking strong purchasing power. Feature store engineers build infrastructure that serves ML features at scale, a specialized role that combines data engineering with ML platform knowledge. Experience with systems like Feast, Tecton, or custom feature platforms drives salary above standard data engineering roles. Companies running real-time ML inference at scale pay the highest premiums.
Junior feature store engineers earn $130,000 to $155,000. Engineers with 3 to 5 years of ML infrastructure experience reach $172,000 to $225,000. Senior engineers and tech leads earn $230,000 to $300,000, while staff engineers and ML platform architects can command $310,000 to $400,000. In Houston, 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. ML platform companies offer equity packages of 20 to 40% of base salary. Annual bonuses typically range from 12 to 20%. Some firms provide additional compensation for on-call rotations supporting production feature serving systems at $10,000 to $20,000 annually. And on the tax side: texas has no state income tax, giving Houston workers strong take home pay. The city's overall cost of living is below the national average, further stretching your salary. When someone quotes you $167,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Emphasize industry specialization in energy or healthcare. Houston employers pay significant premiums for domain expertise in these sectors over generalist candidates. The range for Feature Store Engineers in Houston runs from $126,000 to $218,000. 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 Houston
Negotiating in Houston
Emphasize industry specialization in energy or healthcare. Houston employers pay significant premiums for domain expertise in these sectors over generalist candidates.