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 $127,750 per year ($10,646/month, $61.42/hr). That is the BLS OEWS May 2025 median annual wage for Data Scientists in the Dallas-Fort Worth-Arlington, TX metropolitan area, which covers Arlington. Salario's cost-of-living model (index 95) would have estimated $114,219; the entry, senior and top tiers below are Salario estimates rescaled to the BLS median.
Also known as: Data Science Engineer, ML Scientist, Analytics Scientist. The estimates on this page are used for these related job titles in Arlington, TX, although actual pay can differ by title and scope.
Median: BLS OEWS May 2025, Data Scientists (SOC 15-2051), Dallas-Fort Worth-Arlington, TX MSA. Entry, senior and top earner are Salario estimates rescaled to the BLS median.
Data Scientist Take-Home Pay in Arlington
Tax Breakdown (Median Salary)
| Gross Annual | $127,750 |
| Federal Tax | -$19,394 |
| State Tax (0.0% eff.) | -$0 |
| FICA (SS + Medicare) | -$9,773 |
| Annual Take-Home | $98,583 |
| Monthly Take-Home | $8,215 |
Living Cost Comparison
Data Scientist Requirements
Key Skills
Data Scientist salary search terms in Arlington
People comparing Data Scientist pay in Arlington, TX may use related job-title wording. Salario keeps the main estimate tied to the Data Scientist role, then treats the terms below as comparison phrases that should be checked for licensing, employer type, seniority, and role scope.
| Comparison point | How to use it |
|---|---|
| Primary local answer | $127,750 median salary, $81,600-$173,900 modeled range, and $98,583 estimated take-home pay in Arlington. |
| Title variants | Data Science Engineer, ML Scientist, Analytics Scientist can point to similar searches, but some variants may represent a narrower specialty or a higher/lower seniority band. |
| Offer comparison | Compare base salary, hourly equivalent, take-home pay, certifications, local cost of living, and whether the job is employee, contractor, public-sector, commission-heavy, or management-level. |
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 28minutes. These local figures come from Salario's city dataset; verify current values with BLS Local Area Unemployment Statistics and Census QuickFacts.
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Data Scientist Salary in Nearby Texas Cities
Salary Percentile Breakdown: Data Scientist in Arlington
Based on Salario's cost-of-living-adjusted salary tiers for Data Scientist in Arlington, TX, here is an estimated percentile breakdown:
| Percentile | Annual Salary | Hourly Equivalent | Career Stage |
|---|---|---|---|
| 10th (lowest) | $81,600 | $39/hr | Entry-level, < 1 yr exp. |
| 25th | $104,675 | $50/hr | Junior, 1-3 yrs exp. |
| 50th (median) | $127,750 | $61/hr | Mid-career, 2-5 years |
| 75th | $173,900 | $84/hr | Senior, 5-10 yrs exp. |
| 90th (top) | $224,100 | $108/hr | Lead/Principal, 10+ yrs |
P50 is the measured BLS OEWS May 2025 metro median; P10, P25, P75 and P90 are approximations, not measured local percentiles: they map to Salario's entry, senior and top tiers rescaled to the BLS median, with P25 interpolated halfway between entry and median. 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
Salario's national dataset models approximately 26.0% salary growth for Data Scientists over the past 5 years. That national assumption is applied to the Arlington estimate below; it is not a measured local trend, and it should be compared with cumulative CPI inflation before treating it as a real-terms gain:
Year-over-year, an average Data Scientist can expect a 13.4% 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 $120,230 (BLS OEWS May 2025, Data Scientists). In the Dallas-Fort Worth-Arlington, TX metro, the BLS median of $127,750 is 6.3% above the national figure. Arlington's cost of living index is 95 (lower than the national average of 100), so the wage premium and the cost premium do not necessarily cancel out.
For Data Scientists, this means: rent typically consumes 15.8% of take-home pay (households spending >30% are considered affordable), and a median home in Arlington costs about 2.7× 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 an unemployment rate of 3.0% in Salario's city dataset. Pay for Data Scientists can differ by sector, so compare Entertainment employers with other local employers. The local job growth rate in Salario's city dataset is 2.2%, and Salario's job dataset lists a 35.0% growth outlook for Data Scientist roles; check the BLS Occupational Outlook Handbook for the official 2024-2034 projection for the closest matching occupation.
Methodology & Data Sources
How we calculate Data Scientist salaries in Arlington, TX:
- Local median is the BLS OEWS May 2025 median annual wage for Data Scientists (SOC 15-2051) in the Dallas-Fort Worth-Arlington, TX metropolitan statistical area, retrieved from the BLS Public Data API on September 17, 2026. BLS reports by metro area, so this is a regional figure, not a Arlington-only wage.
- Cost-of-living adjustment is shown only for comparison ($114,219 modeled) using the Arlington index of 95 relative to the national baseline of 100, with local rent, home price, unemployment, and tax inputs stored separately in Salario's city dataset.
- Percentile distribution (P10-P90) estimated from the entry, median, senior, and top compensation tiers in the Salario salary model rescaled to the BLS metro median rather than claimed as exact employer payroll data.
- Take-home pay calculated using 2026 federal tax brackets (10%-37%), TX 2026 state income tax brackets after the standard deduction (top rate 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 data (CPI measures price changes, not city-to-city price levels)
- 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, official local unemployment rates to verify the Arlington figure above
Last reviewed: 2026. Salario's salary dataset is refreshed periodically, not automatically; check the linked BLS releases for the latest official data. 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?
What job titles are similar to Data Scientist in Arlington?
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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 $127,750 per year: the BLS OEWS May 2025 median annual wage for Data Scientists (SOC 15-2051) in the Dallas-Fort Worth-Arlington, TX metropolitan area. BLS publishes wages by metro area, not by city. The entry-level estimate of around $81,600 and the senior estimate of $173,900 or more are Salario tiers calibrated to that BLS median, not BLS percentiles.
How much does a Data Scientist take home in Arlington after taxes?
A Data Scientist earning the median salary of $127,750 in Arlington, TX takes home approximately $98,583 per year ($8,215/month) after federal, state, and local taxes. The effective tax rate is 22.8%.
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 for Data Scientists is $120,230 (BLS OEWS May 2025). In the Dallas-Fort Worth-Arlington, TX metro, the BLS median is $127,750, which is 6.3% higher than the national figure. For comparison, Salario's cost-of-living model (index 95) would have estimated $114,219.
What job titles are similar to Data Scientist in Arlington?
Related search terms for Data Scientist in Arlington, TX include Data Science Engineer, ML Scientist, Analytics Scientist. Use them as comparison terms, not always exact matches: licensing, employer type, seniority, public-sector rules, and whether the role is W-2, contractor, clinical, technical, management, or sales-focused can change the salary range.