Data Scientist Salary in Illinois (2026)
The average Data Scientist in Illinois earns around $130,000/year. After taxes, your estimated take-home is $94,483/year ($7,874/month).
Take-Home Pay Breakdown
| Category | Amount |
|---|---|
Annual Take-Home Pay | $94,483 |
Monthly Take-Home Pay | $7,874 |
Biweekly Take-Home Pay | $3,634 |
Hourly Take-Home Pay based on 2,080 hrs/year | $45/hr |
Federal Tax | $19,934 |
State Tax | $5,638 |
FICA Taxes | $9,945 |
Effective Tax Rate total taxes ÷ gross salary | 27.32% |
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Read the guideData Scientist Salary Ranges in Illinois
Not all Data Scientists earn the same — not even close
Chicago is one of the most underrated DS markets in the country. The combination of CME Group and major proprietary trading firms (Citadel, DRW, Jump Trading, Belvedere), Fortune 500 corporate headquarters (Boeing, McDonald's, Walgreens, Caterpillar, Abbott, Allstate, United Airlines), and substantial healthcare and academic medical data work (Northwestern, Rush, University of Chicago) creates a genuinely diverse DS employer base. Comp is solid, the market is stable, and Chicago's cost of living advantage relative to coastal tech hubs is real.
Quant Researcher (HFT/Prop)
$280,000–$650,000+
Citadel, DRW, Jump Trading, Belvedere; PnL-driven
Principal / Staff Data Scientist
$240,000–$390,000
Top Fortune 500 corporate DS roles; tech adjacency at Salesforce, Google Chicago
Senior Data Scientist
$160,000–$260,000
Strong corporate market; finance and healthcare both robust
ML Engineer (Senior)
$170,000–$300,000
Trading infrastructure, corporate ML platforms, healthcare AI
Data Scientist (Mid-Level)
$120,000–$185,000
Most common comp band; healthy floor across employers
Data Engineer
$130,000–$220,000
Financial services and corporate data warehouse demand
Analytics Engineer
$115,000–$175,000
Growing role at Salesforce Chicago and corporate analytics teams
Quant Developer / Trader
$220,000–$450,000+
CME-adjacent firms; combined research/execution roles
Junior / New Grad DS
$95,000–$160,000
University of Chicago, UIUC, Northwestern pipeline strong
Research Scientist (Industry)
$190,000–$350,000
Argonne, Google Chicago, healthcare AI labs; smaller than coastal
Worth knowing: Chicago's prop trading and HFT market is genuinely world-class. Citadel and DRW are headquartered here. Jump Trading has a major Chicago presence. Belvedere, Akuna, and Optiver Chicago are all serious quant employers. The CME proximity and the city's long history as a futures and derivatives center create a quant culture that is comparable in technical depth to NYC but with markedly lower cost of living.
Chicago DS — finance density, corporate stability, and the savings-rate advantage
4.95%
Illinois flat state income tax — meaningfully below NY/CA
$650k+
top Chicago prop trading quant total comp
#3
Chicago ranks among top US cities for prop trading employment
The Chicago prop trading scene is the most distinctive feature of the local DS market. Citadel (technically headquartered in Miami now but with major Chicago operations), DRW, Jump Trading, Belvedere, Akuna Capital, and several smaller firms compete aggressively for quantitative researcher and ML engineer talent. Comp at the top of this market matches NYC quant comp dollar-for-dollar, but the cost of living differential means the post-tax, post-housing savings rate is materially better.
The corporate DS market is the broader and more stable base. Boeing, McDonald's, Walgreens, Caterpillar, Abbott, United Airlines, Allstate, and dozens of other Fortune 500s headquartered in or near Chicago all maintain substantial data science teams. Hours are predictable, compensation is solid, and the work spans genuinely diverse problem areas (supply chain, pricing, customer analytics, predictive maintenance).
Illinois's flat 4.95% income tax is meaningfully lower than NYC's combined 14.8% and California's progressive 13.3% top rate. A senior DS earning $250,000 pays roughly $24,000 less in state tax annually than the same role in NYC. Combined with lower housing costs, the real take-home difference is substantial — Chicago DS professionals often save 30–45% more annually than NYC peers at equivalent gross comp.
The healthcare DS market is genuinely strong. Northwestern Medicine, Rush University Medical Center, and the University of Chicago all support healthcare AI and clinical data research. Companies like Tempus AI (founded in Chicago) and a growing health-tech cluster around the Illinois Medical District provide industry-side opportunities.
Illinois for data scientists — what makes Chicago work
Chicago DS culture is distinct: less prestige-obsessed than NYC, less startup-influenced than the Bay Area, more focused on craft and stable career progression. The major employers' diverse industry mix (finance, healthcare, manufacturing, consumer goods, transportation) supports varied practice mix that can sustain a career without forcing specialization too early.
Cost of living is the persistent advantage. A senior DS earning $200,000 in Chicago lives meaningfully better than a senior DS earning $200,000 in NYC or SF — measurably more square footage, closer commutes, lower restaurant prices. The savings rate over a 5–10 year DS career is genuinely material.
Winter is the persistent caveat. Chicago winters from December through March are real — wind chill, lake-effect snow, gray skies. DS professionals who relocate from warmer markets often describe the first winter as a meaningful adjustment. Spring through fall, Chicago is one of the more livable major US cities.
How Illinois taxes work for data scientists (and how to keep more)
Illinois flat 4.95% state income tax. A $250K Chicago senior DS: federal $40K + $11.5K + IL state $11.6K = ~$63K total. Take-home ~$187K. The 4.95% IL flat is meaningfully lower than CA top (13.3%) or NY+NYC stack (14.78%) but higher than the 0% no-tax states.
Chicago prop trading firms (Citadel pre-2022 / Jump Trading / DRW / Two Sigma Chicago / Cumberland) drove top Chicago quant comp tier. Citadel HQ relocation Miami 2022 reduced Chicago quant concentration but Jump Trading + DRW + Cumberland retain meaningful Chicago quant presence. Comp $400K-$1M for senior researchers.
The IL retirement income exemption is valuable for IL DS. 100% of federally-taxable retirement income (, IRA, pension, Social Security) is EXEMPT from IL state tax. Senior IL DS retiring with $4M-$8M of retirement assets withdrawing $200K-$400K/year pay $0 IL state tax on those withdrawals. Over 25-year retirement horizon, $200K-$400K of avoided state tax compared to other states.
Cook County 2.1% property tax effective is the homeowner cost. On $1M Lincoln Park / River North townhouse: $21K/year property tax. DuPage County (1.8-2.0%) saves $1K-$3K/year vs Cook on $500K-$1M homes. Suburb arbitrage genuinely meaningful — many Chicago staff DS choose Naperville / Hinsdale over Cook County for property tax savings + top schools.
at Google Chicago, Meta Chicago, Salesforce Chicago, Citadel Chicago, Jump Trading. Most major Chicago tech employers offer . $47.5K/year of after-tax → Roth conversion ABOVE the regular $24,500 limit.
sell-on-vest discipline at FAANG Chicago + tech employers — same logic as Bay Area. Sell vested RSUs immediately = $0 cap gains. IL has no preferential cap gains rate (4.95% applies same as ordinary income).
Backdoor Roth IRA $7,500/year. Bypasses phase-out at staff+ comp.
if eligible ($4,400 single / $8,750 family). Triple-tax-advantaged.
Bright Start 529 deduction $10K single / $20K — saves up to $495/$990/year in IL state tax for DS with kids saving for college.
Chicago has no city income tax (unlike NYC) — saves NY+NYC stack of 14.78% combined for senior DS. NY → Chicago relocation saves significant tax for senior quant DS.
Chicago is structured for FIRE — moderate state tax + low housing cost + IL retirement income exemption + Cook → DuPage suburb arbitrage. Senior IL DS can retire in-state (no relocation needed to escape state tax — IL retirement income is already exempt).
- →Cook → DuPage suburb arbitrage — saves $1K-$3K/year property tax on $500K-$1M homes. Over 30-year career, $30K-$90K cumulative.
- →IL retirement income exemption — keeps 100% of + IRA + Social Security state-tax-free in retirement. Senior IL DS can retire in-state without relocation to escape state tax.
- →Max at Google Chicago / Citadel / Jump Trading / DRW — $47.5K/year. $700K-$1.2M tax-free retirement assets over career.
- → sell-on-vest discipline — eliminates IL cap gains exposure entirely.
- →Backdoor Roth IRA $7K/year — bypasses phase-out at staff+ comp.
- → max + don't spend — triple-tax-advantaged.
- →Bright Start 529 — $10K/$20K deduction. $495-$990/year savings if you have kids.
- →Property tax appeal — Cook County triennial reassessment. Comparable sales-based appeals save $500-$3K/year.
- →Charitable bunching via DAF in big bonus / vesting years — bunches 3-5 years of giving for itemized deduction.
- →NY → IL relocation strategy at $300K+ comp — saves 14.78% NYC combined tax → 4.95% IL flat = ~10% savings on incremental dollars + IL retirement income exemption.
Three IL DS submarkets — what each one looks like
Chicago prop trading / quant tier, Chicago FAANG + tech (Google / Meta / Salesforce), and DuPage County corporate analytics are three different IL data science career paths.
Chicago Prop Trading / Quant (Jump Trading / DRW / Cumberland / Belvedere / Two Sigma Chicago)
Total comp $300K-$700K · senior $700K-$1.5M+ · partner $1.5M-$10M+Jump Trading (West Loop), DRW Holdings (downtown), Cumberland (Lincoln Park area), Belvedere Trading, Two Sigma Chicago. Citadel HQ relocated Miami 2022 but retained Chicago presence. PnL-tied compensation. Bonus-heavy structure.
Chicago prop trading is structural US quant market — Citadel founding origin + sustained CME / CBOT trading culture. Comp at top tier rivals NYC quant. IL 4.95% flat tax meaningfully better than NYC 14.78% combined for senior researchers.
Chicago FAANG + Tech (Google Chicago / Meta Chicago / Salesforce / Discover / Allstate)
Total comp $180K-$400K · staff+ $350K-$600KGoogle Chicago (Fulton Market), Meta Chicago, Salesforce Tower (Chicago HQ Midwest, ~2K employees), Discover Card HQ Riverwoods, Allstate HQ Northbrook, Walgreens HQ Deerfield, Caterpillar HQ Deerfield. + Backdoor Roth + at major employers. Workforce housing in Lincoln Park / West Loop / Wicker Park / Bucktown ($600K-$1.5M condos).
Chicago FAANG comp 10-15% below Bay Area at equivalent levels but Chicago COL meaningfully lower. Net financial outcome favorable. Strong career mobility within Chicago tech market.
DuPage County Corporate Analytics + Suburb (Naperville / Hinsdale / Oak Brook)
Total comp $150K-$320K · senior $280K-$450KCapital One DuPage, BMO Bank Naperville, Allstate Northbrook, Walgreens Deerfield, AbbVie North Chicago, Caterpillar Deerfield, Northern Trust Wealth (Chicago + suburbs). Mid-tier between FAANG Chicago + quant tier. Workforce housing in Naperville / Hinsdale / Wheaton / Oak Brook ($550K-$1M family homes).
DuPage corporate analytics offers advantage for IL DS — strong base comp + DuPage 1.8-2.0% property tax (vs Cook 2.1%) + top schools + family-friendly. Naperville #1-#3 ranked US suburb.
The career arc — from Chicago junior DS to senior quant to IL retirement
Year 1-3 (Junior / New Grad DS): $130K-$200K total comp. Chicago FAANG / DuPage corporate / smaller fintech entry tier. PhD new grads at Jump Trading / DRW higher ($200K-$300K). Building SQL + Python + ML fundamentals. + Backdoor Roth from year 1.
Year 3-7 (Mid-Level / Senior DS): $200K-$350K total comp. Senior level. Quant tier accelerates fastest — Jump Trading / DRW senior research scientist comp $350K-$600K.
Year 7-15 (Staff / Principal / Senior Quant Researcher): $300K-$700K total comp. Staff at FAANG Chicago / Senior Quant Researcher at top funds. PnL-tied comp at quant tier $500K-$1.5M with strong year.
Year 15+ (Distinguished / Senior Principal / Quant Partner): $700K-$3M+ total comp. Top tier. Partnership / equity at hedge fund + carry distributions taxed at IL 4.95% — meaningful relative to NYC 14.78%.
FIRE in IL is favorable — moderate 4.95% state tax during career + IL retirement income exemption + Cook → DuPage property tax arbitrage + Lake Michigan / Chicago lifestyle. Senior IL DS earning $400K-$1M with disciplined retirement contributions can accumulate $4M-$10M by age 45-50. Most senior IL DS retire in-state — IL retirement income exemption removes incentive to relocate. Chicago / Naperville / Hinsdale lifestyle + IL retirement tax structure favorable through retirement.
Where Chicago data scientists actually live
Chicago DS workers cluster in neighborhoods accessible to either the Loop (where most prop trading firms are) or West Loop / Fulton Market (where Salesforce, Google Chicago, and growing tech presence are). The L (CTA) makes 15–25 minute commutes from north-side neighborhoods routine.
Lincoln Park / Lakeview
Classic young-DS demographic · Brown/Red line to Loop · 15–20 min · vibrant
Wicker Park / Bucktown
West side · Blue line · creative-tech density · cheaper than North Side
West Loop / Fulton Market
Walking distance to Google Chicago, Salesforce · younger demographic · expensive
Evanston (North Shore)
Northwestern adjacent · Metra to Loop · top-rated schools · partner-track family option
Oak Park (West)
Diverse · top-rated schools · CTA Green line to Loop · partner-track family
Naperville / Lisle (DuPage)
35–45 min Metra to Loop · suburban tech employers nearby · top-rated schools
Suburb DS workers commonly take Metra commuter rail to the Loop. Naperville and Schaumburg are major suburban tech employer locations as well — Caterpillar in Deerfield, Allstate in Northbrook, Walgreens in Deerfield support a substantial suburban DS workforce that doesn't commute downtown.
Is this the right move?
Illinois for data scientists — the underrated market
Working in your favor
- +World-class prop trading and HFT scene — Citadel, DRW, Jump, Belvedere
- +Diverse Fortune 500 corporate DS employer base provides career stability
- +Cost of living meaningfully lower than NYC or Bay Area at equivalent gross comp
- +Chicago healthcare DS market growing — Northwestern, Tempus AI, Rush
- +Illinois flat tax 4.95% better than progressive coastal states
- +University of Chicago, UIUC, Northwestern produce strong local talent pipelines
Worth knowing before you sign
- −Illinois flat tax 4.95% is worse than no-tax states
- −Chicago property tax burden is among highest in the country
- −Winter (December–March) is genuinely difficult — meaningful lifestyle factor
- −AI research community real but narrower than the Bay Area at the very top
- −Illinois state pension and budget situation creates long-term political uncertainty
- −CPS / Chicago school challenges push family DS workers to suburbs early
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