Data Scientist Salary in Arlington, TX — 2026
Data Scientist salary data for Arlington, TX — adjusted for local cost of living. Entry-level to senior pay ranges, take-home pay calculator, and local job market insights.
The median Data Scientist salary in Arlington, TX is $123,500 per year ($10,292/month, $59/hr). This reflects the local cost of living index of 95, which is 5% below the national average.
Also known as: Data Science Engineer, ML Scientist, Analytics Scientist. Salary data on this page applies to all of these job titles in Arlington, TX.
Data Scientist Take-Home Pay in Arlington
Tax Breakdown (Median Salary)
| Gross Annual | $123,500 |
| Federal Tax | -$18,374 |
| State Tax (0.0%) | -$0 |
| FICA (SS + Medicare) | -$9,448 |
| Annual Take-Home | $95,678 |
| Monthly Take-Home | $7,973 |
Living Cost Comparison
Data Scientist Requirements
Key Skills
Arlington Job Market Overview
Arlington, Texas has a population of 394,266 and an unemployment rate of 3.0%. The top industries are Entertainment, Healthcare, Manufacturing. The local job growth rate is 2.2%, and the average commute time is 28 minutes.
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Salary Percentile Breakdown — Data Scientist in Arlington
Based on the cost-of-living-adjusted distribution for Data Scientist in Arlington, TX, here's how earnings break down across the workforce:
| Percentile | Annual Salary | Hourly Equivalent | Career Stage |
|---|---|---|---|
| 10th (lowest) | $78,850 | $38/hr | Entry-level, < 1 yr exp. |
| 25th | $101,175 | $49/hr | Junior, 1-3 yrs exp. |
| 50th (median) | $123,500 | $59/hr | Mid-career, 2-5 years |
| 75th | $168,150 | $81/hr | Senior, 5-10 yrs exp. |
| 90th (top) | $216,600 | $104/hr | Lead/Principal, 10+ yrs |
Percentiles estimated using a log-normal salary distribution model calibrated to Data Scientist compensation data. Top earners (P90) typically include managers, specialists with rare skills, or those at high-paying employers in Arlington's Entertainment sector.
5-Year Salary Trajectory
Data Scientist salaries in Arlington have grown approximately 26.0% over the past 5 years, outpacing local CPI inflation in many cases. Here's the historical and projected trajectory:
Year-over-year, an average Data Scientist can expect a 13.5% annual increase moving from entry to senior level over 6 years in Arlington. Negotiation, certifications (Google Data Analytics, IBM Data Science), and changing employers strategically can accelerate this trajectory.
Arlington vs National Average
The national median Data Scientist salary is $130,000. In Arlington, the cost-of-living-adjusted median of $123,500 is 5.0% below the national figure. This reflects Arlington's cost of living index of 95 (lower than the national average of 100).
For Data Scientists, this means: rent typically consumes 16.3% of take-home pay (households spending >30% are considered affordable), and a median home in Arlington costs about 2.8× annual take-home. Homeownership is relatively attainable on this salary in Arlington.
Industry Context: Entertainment in Arlington
Arlington's economy is anchored by Entertainment, Healthcare, Manufacturing, with 394,266 residents and 3.0% unemployment as of 2026. Data Scientists working in the Entertainment sector typically earn at or above the local median due to industry-specific demand. The state's overall job growth rate is 2.2%, and Data Scientist occupations specifically are projected to grow 35.0% nationally through 2034 (BLS Occupational Outlook Handbook).
Methodology & Data Sources
How we calculate Data Scientist salaries in Arlington, TX:
- Base salary model starts with Salario occupation data and public wage references, including BLS OEWS and O*NET when a direct or related occupational crosswalk is available. For niche titles, we do not treat a broader SOC family as an exact job-title wage.
- Cost-of-living adjustment applied using the Arlington index of 95 relative to the national baseline of 100, with local rent, home price, unemployment, and tax inputs checked separately.
- Percentile distribution (P10-P90) estimated from the entry, median, senior, and top compensation tiers in the Salario salary model rather than claimed as exact employer payroll data.
- Take-home pay calculated using 2026 federal tax brackets (10%-37%), TX state income tax of 0.0%, and FICA (Social Security 6.2% + Medicare 1.45%).
- Tax brackets and standard deduction ($16,100 single filer for tax year 2026) sourced from IRS Revenue Procedure 2025-32 and updated annually.
Authoritative data sources:
- BLS Occupational Employment and Wage Statistics — national and metro-area salary data
- O*NET OnLine — occupation tasks, alternate job titles, skills, and SOC crosswalks
- BLS Occupational Outlook Handbook — occupation outlook where a matching profile is available
- BLS Consumer Price Index (CPI-U) — regional inflation and cost-of-living data
- U.S. Census Bureau — Arlington QuickFacts — population and demographic data
- IRS Revenue Procedure 2025-32 summary — 2026 federal tax brackets and standard deductions
- BLS Local Area Unemployment Statistics — Arlington unemployment rate
Last reviewed: 2026. Salary data updated annually as new BLS releases become available. Data Scientist salaries can vary significantly based on employer, sector (Entertainment vs others in Arlington), specific skill set (Python, R, SQL), and individual negotiation. Always verify current compensation through multiple sources before making career decisions.
Frequently Asked Questions
What is the average Data Scientist salary in Arlington, TX?
How much does a Data Scientist take home in Arlington after taxes?
Is Arlington a good city for Data Scientists?
What skills are needed for a Data Scientist in Arlington?
How does Data Scientist salary in Arlington compare to the national average?
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Frequently Asked Questions
What is the average Data Scientist salary in Arlington, TX?
The median Data Scientist salary in Arlington, TX is $123,500 per year as of 2026. This is adjusted for the local cost of living index of 95. Entry-level Data Scientists earn around $78,850, while senior-level professionals can earn $168,150 or more.
How much does a Data Scientist take home in Arlington after taxes?
A Data Scientist earning the median salary of $123,500 in Arlington, TX takes home approximately $95,678 per year ($7,973/month) after federal, state, and local taxes. The effective tax rate is 22.5%.
Is Arlington a good city for Data Scientists?
Arlington, TX has a cost of living index of 95 (below national average). Data Scientists here earn above the city median. The local unemployment rate is 3.0% and top industries include Entertainment, Healthcare, Manufacturing.
What skills are needed for a Data Scientist in Arlington?
Key skills for Data Scientists include Python, R, SQL, Machine Learning, TensorFlow. Typical education requirement is Master's Degree. Valuable certifications include Google Data Analytics, IBM Data Science.
How does Data Scientist salary in Arlington compare to the national average?
The national median Data Scientist salary is $130,000. In Arlington, the adjusted salary is $123,500, which is 5.0% lower than the national average, reflecting the local cost of living.