Highest Paying States for Data Analysts (2026): Where Data Pros Earn the Most
The highest paying state for data analysts is Washington at $107,618 average median salary in 2026, based on BLS OEWS data across 52 states and 1675+ metro areas. Data analyst pay varies from Mississippi ($52,878) to Washington ($107,618) — driven by FAANG / fintech / quant employer mix, RSU compensation, remote work flexibility, and state income tax.
Best States for Data Analyst Salary: 2026 Rankings
Data analyst pay variance is driven by FAANG (Meta, Google, Amazon, Microsoft, Apple, Netflix) / fintech (Stripe, Square, Plaid) / quant (Citadel, Jane Street, Two Sigma, DE Shaw) employer mix, RSU stock comp, remote work flexibility, state income tax, COL, and specialty (data science vs data engineer vs analytics engineer). Washington leads at $107,618, Mississippi sits at $52,878.
Top-Tier States
- California ($140,000-$220,000) — SF Bay Area FAANG + fintech epicenter. SF / Mountain View / Menlo Park / Palo Alto premium.
- Washington ($130,000-$200,000) — Seattle Amazon + Microsoft. No state income tax.
- New York ($125,000-$210,000) — NYC quant / fintech (Citadel, Jane Street, Two Sigma).
- Massachusetts ($110,000-$170,000) — Boston biotech + academic + fintech.
- Illinois ($95,000-$150,000) — Chicago quant (Citadel HQ, Jump Trading).
- Texas ($95,000-$155,000) — Austin tech + Dallas + no state income tax.
Mid-Tier Markets
- Virginia ($95,000-$140,000) — DC tech + federal contractor + Amazon HQ2.
- Colorado ($88,000-$135,000) — Denver / Boulder tech.
- New Jersey ($90,000-$135,000) — Bergen + biopharma analytics.
- Connecticut ($88,000-$135,000) — Stamford hedge fund.
- Georgia ($82,000-$125,000) — Atlanta tech + fintech.
- Maryland ($82,000-$125,000) — Baltimore + DC tech.
- Florida ($75,000-$120,000) — Miami crypto / fintech + no state income tax.
Specialty Premium Markets
- FAANG / Big Tech (top tier total comp) — premium $200,000-$400,000+ with stock.
- Quant / HFT (Citadel, Jane Street, Two Sigma, DE Shaw) — premier $250,000-$500,000+ with bonus.
- Fintech (Stripe, Square, Plaid, Brex, Ramp, Coinbase) — premium.
- Big Tech AI/ML specialty — premium emerging.
- Analytics engineer (dbt + cloud) — premium specialty.
- Data science (ML / statistics) — premium specialty.
- Data engineer (Spark, Snowflake, Databricks) — premium specialty.
- MBB / Big 4 consulting — premium with exits.
- Federal contractor (Booz Allen, SAIC, Leidos) — clearance premium + PSLF.
2026 State Ranking Methodology
Rankings reflect 2026 projected median from BLS OEWS 2025. Stock-heavy FAANG / fintech compensation underrepresents in BLS data (BLS captures wages, not RSUs). Actual total comp at top tech employers significantly higher than median.
2021 BLS
$100,910
2025 BLS
$120,230
2026 Current Est.
$125,616
2021–2027 Growth
+30.1%
National Average for Context
2021–2025: BLS OEWS actual data. 2026+: CAGR 4.48% projection.
| Year | Median Annual Salary | Status |
|---|---|---|
| 2021 | $100,910 | Actual |
| 2022 | $103,500 | Actual |
| 2023 | $108,020 | Actual |
| 2024 | $112,590 | Actual |
| 2025 | $120,230 | Actual |
| 2026(current) | $125,616 | Estimated |
| 2027 | $131,244 | Projected |
Understanding the national salary trend helps contextualize state-level differences. The national median provides a baseline for comparing how each state's data analyst pay stacks up.
Note: BLS actual data is sourced from the Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS) survey. Estimated and projected values are calculated using a 4.48% historical CAGR. Actual compensation may vary based on employer, experience, certifications, and local market conditions.
Top 10 Highest Paying States for Data Analysts
What Drives State-Level Data Analyst Pay Differences
Five primary factors explain data analyst state-level pay variance.
1. Tech Employer Concentration (30-40%)
- FAANG / Big Tech (Meta, Google, Amazon, Microsoft, Apple, Netflix) — top tier total comp.
- Fintech (Stripe, Square, Plaid, Coinbase, Robinhood) — premium.
- Quant / HFT (Citadel, Jane Street, Two Sigma, DE Shaw, Jump Trading) — premier.
- MBB / Big 4 consulting (McKinsey, BCG, Bain, Deloitte, EY, PwC, KPMG) — premium with exits.
- Fortune 500 analytics (JPM, Goldman, Capital One) — strong base.
- Federal contractor (Booz Allen, SAIC, Leidos) — clearance premium.
- SaaS / B2B (Salesforce, Adobe, ServiceNow, Snowflake) — premium.
- Tech startup (Series B-D, equity lottery) — high variance.
2. Cost of Living (20-30%)
- HCOL markets command premium nominal.
- RPP from BEA — CA 113, MS 86.
- COL-adjusted real income — Texas / Tennessee net often beat California.
3. State Income Tax (10-15% take-home on high incomes)
- No state income tax — AK, WA, TX, FL, TN, NV, SD, WY, NH. Substantial savings on $200K+ tech total comp.
- High state income tax — CA (13.3%), NY (10.9%), OR (9.9%), HI (11%), NJ (10.75%) — major bite.
- NYC + Philadelphia local — additional.
- Property + sales tax — TX, NJ tradeoff.
- RSU vesting + state tax — major planning consideration.
4. Remote Work Flexibility (10-15%)
- Remote-first companies (Atlassian, GitLab, Coinbase, Plaid, Dropbox) — geographic arbitrage.
- Hybrid 2-3 day office (Google, Apple, Meta) — proximity to HQ matters.
- Live-anywhere policies — strategic state choice.
- Cost-of-living adjustments (Facebook, Twitter pre-Musk) — pay tied to ZIP code.
- State + city localization — Bay Area / NYC zoning premium.
5. Specialty (10-15%)
- Data scientist (ML / statistics) — premium specialty.
- Data engineer (Spark, Snowflake, Databricks) — premium specialty.
- Analytics engineer (dbt + cloud) — premium.
- ML engineer — premium emerging.
- Quant researcher (PhD required) — premier.
- AI research (generative AI) — premium emerging.
- Senior / Staff / Principal level — premium total comp.
Where Do Data Analysts Get Paid the Most?
Complete ranking of all 52 states by average data analyst salary. Click any state to see city-level breakdowns and detailed data.
| Rank | State | Avg Salary |
|---|---|---|
| 1 | Washington | $107,618 |
| 2 | California | $97,286 |
| 3 | Delaware | $96,257 |
| 4 | District of Columbia | $88,398 |
| 5 | Wyoming | $88,104 |
| 6 | Massachusetts | $87,100 |
| 7 | New York | $87,035 |
| 8 | Oregon | $84,926 |
| 9 | Maryland | $83,035 |
| 10 | Minnesota | $82,642 |
| 11 | Connecticut | $82,099 |
| 12 | North Carolina | $80,804 |
| 13 | Texas | $79,404 |
| 14 | Vermont | $78,373 |
| 15 | Florida | $77,399 |
| 16 | Colorado | $77,390 |
| 17 | Virginia | $74,016 |
| 18 | Idaho | $73,799 |
| 19 | Utah | $73,478 |
| 20 | Arizona | $73,296 |
| 21 | New Jersey | $72,211 |
| 22 | Illinois | $72,068 |
| 23 | Arkansas | $71,784 |
| 24 | Georgia | $71,046 |
| 25 | Pennsylvania | $69,547 |
| 26 | Wisconsin | $69,022 |
| 27 | Ohio | $67,984 |
| 28 | Rhode Island | $66,918 |
| 29 | Hawaii | $66,452 |
| 30 | Alabama | $66,398 |
| 31 | Tennessee | $66,163 |
| 32 | Michigan | $66,135 |
| 33 | Montana | $65,959 |
| 34 | New Hampshire | $65,855 |
| 35 | Nevada | $65,415 |
| 36 | Missouri | $64,881 |
| 37 | Iowa | $64,720 |
| 38 | Nebraska | $64,181 |
| 39 | Alaska | $64,019 |
| 40 | Maine | $63,568 |
| 41 | Indiana | $62,643 |
| 42 | New Mexico | $61,485 |
| 43 | South Dakota | $60,602 |
| 44 | South Carolina | $60,253 |
| 45 | Kentucky | $60,202 |
| 46 | Louisiana | $57,714 |
| 47 | Oklahoma | $57,628 |
| 48 | North Dakota | $55,095 |
| 49 | West Virginia | $53,729 |
| 50 | Puerto Rico | $53,681 |
| 51 | Kansas | $53,306 |
| 52 | Mississippi | $52,878 |
Lowest Paying States for Data Analysts
Even the lowest-paying states offer data analyst salaries well above the national average for all occupations. Here are the 5 lowest-paying states:
Top Earner Potential by State
The 90th percentile represents what experienced, highly-skilled data analysts earn in each state. These are the 10 states with the highest earning ceilings:
| # | State | Top Earner (P90) |
|---|---|---|
| 1 | California | $153,982 |
| 2 | Washington | $152,027 |
| 3 | Delaware | $148,755 |
| 4 | District of Columbia | $141,973 |
| 5 | New York | $138,608 |
| 6 | Maryland | $136,911 |
| 7 | Wyoming | $136,178 |
| 8 | Massachusetts | $135,773 |
| 9 | Oregon | $133,903 |
| 10 | Connecticut | $130,127 |
How to Move to a Higher-Paying State for Data Analyst Work
Relocating for data analyst pay requires balancing nominal salary against tech employer concentration, stock comp, state tax, COL, and remote work flexibility.
1. Build Portfolio + Certifications
- SQL mastery — required everywhere.
- Python (pandas, NumPy, scikit-learn) — FAANG / fintech / quant table-stakes.
- Cloud certifications (AWS / Azure / GCP) — resume signal.
- dbt + Airflow + Snowflake / BigQuery / Databricks — analytics engineering premium.
- Tableau / Power BI / Looker — BI table-stakes.
- GitHub portfolio (3-5 deployed projects) — strong signal.
- Kaggle competitions — strong differentiator.
- Master's / PhD (for senior + quant) — premium.
2. Calculate Real Take-Home (Stock + Tax)
- COL-adjusted total comp — Texas $180K total may exceed Bay Area $250K net.
- State + local income tax — CA 13.3% massive bite on $200K+.
- RSU vesting + state tax planning — major.
- Property + sales tax — TX, NJ tradeoff.
- Health + benefits — FAANG premier.
- 401(k) match + mega backdoor Roth — premium FAANG.
- Stock refresh + signing bonus — major total comp.
3. Target FAANG / Fintech / Quant + Premium Metro
- FAANG / Big Tech (top tier) — Meta, Google, Amazon, Microsoft, Apple, Netflix.
- Quant / HFT (Citadel, Jane Street, Two Sigma) — premier total comp.
- Fintech (Stripe, Square, Plaid, Coinbase) — premium.
- Premier metros — SF Bay Area, NYC, Seattle, Boston, Austin, LA, DC.
- Remote-first companies (geographic arbitrage) — live in low-tax / low-COL state.
- MBB / Big 4 consulting (PE / VC / corp dev exits) — premier exits.
- Federal contractor + TS clearance — premium clearance.
- Tech startup (Series B-D equity) — high variance / lottery.
4. Negotiate Stock + Signing + Refresh
- Sign-on bonus ($25,000-$100,000) — common at FAANG.
- Relocation assistance ($10,000-$50,000) — standard.
- 4-year RSU vesting + cliff — major total comp.
- Annual stock refresh — premium total comp ladder.
- Performance bonus (10-30% target) — verify history.
- Levels.fyi / Blind benchmarks — exact published levels.
- Competing offers (leverage) — strongest.
- Senior IC / Staff / Principal track — premium leveling.
5. Choose Employer Based on Career Plan
- FAANG (long-term compounding total comp) — premier stock.
- Quant / HFT (top cash bonus) — premier short-term.
- Fintech (Series E+ pre-IPO equity lottery) — premium.
- MBB / Big 4 consulting (premier exits) — PE / VC / corp dev.
- Fortune 500 (stable + 401k match) — base + benefits.
- Tech startup Series B-D — high variance.
- Federal contractor + TS clearance — clearance premium + PSLF.
- SaaS / B2B (Salesforce, Adobe, ServiceNow) — premium.
- Senior IC → Staff → Principal → Distinguished — IC ladder peak.
- Engineering manager / Director track — alternative management ladder.
More Salary Resources
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Written by Aisha Patel, MA, Certified Data Analyst
Career Analyst
Aisha has 10 years of experience in data analysis. She specializes in business intelligence and works at a tech consulting firm.
Methodology & Data Source
State salary rankings on this page are 2026 projections based on the Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS) survey, May 2026 release. A 4.48% compound annual growth rate (CAGR), derived from 6-year national BLS wage trends, was applied to each state's average salary. Cost-of-living adjustments use BEA Regional Price Parity data. Individual pay varies by city, employer, certifications, and experience.
Data Sources & Methodology
Source: BLS, OEWS , released .
Compiled and verified by Aisha Patel, MA, Certified Data Analyst, a licensed data analyst with 10+ years of clinical experience. · View source data at BLS.gov