Data Scientist Salary in Colorado (2026)
The average Data Scientist in Colorado earns around $135,000/year. After taxes, your estimated take-home is $98,307/year ($8,192/month).
Take-Home Pay Breakdown
| Category | Amount |
|---|---|
Annual Take-Home Pay | $98,307 |
Monthly Take-Home Pay | $8,192 |
Biweekly Take-Home Pay | $3,781 |
Hourly Take-Home Pay based on 2,080 hrs/year | $47/hr |
Federal Tax | $21,134 |
State Tax | $5,232 |
FICA Taxes | $10,328 |
Effective Tax Rate total taxes ÷ gross salary | 27.18% |
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Read the guideData Scientist Salary Ranges in Colorado
Not all Data Scientists earn the same — not even close
Colorado's DS market is anchored by three employer bases that don't exist together anywhere else in the country: aerospace and defense (Lockheed Martin, Boeing, Raytheon, Northrop Grumman, plus a substantial United Launch Alliance presence), federal energy research (NREL, NCAR, NIST), and a Front Range tech corridor that has expanded steadily since the late 2010s. The combination produces a DS employer mix that's genuinely different from Bay Area or NYC.
Principal / Staff Data Scientist
$220,000–$365,000
Top end at Google Boulder, large aerospace, growing tech relocators
Senior Data Scientist
$155,000–$250,000
Solid floor across aerospace, healthcare, fintech, climate tech
ML Engineer (Senior)
$165,000–$290,000
Aerospace ML, fintech, and growing AI startup density in Boulder
Aerospace / Defense DS
$135,000–$220,000
Colorado specialty · clearance-required roles command premium
Climate / Energy Data Scientist
$130,000–$210,000
NREL, NCAR, climate tech startups; growing specialty
Data Scientist (Mid-Level)
$115,000–$175,000
Most common comp band; healthy floor across industries
Data Engineer
$125,000–$210,000
Strong demand from aerospace, healthcare, and fintech
Analytics Engineer
$110,000–$170,000
Growing role at Boulder SaaS and Denver corporate analytics
Junior / New Grad DS
$90,000–$140,000
CU Boulder, Colorado School of Mines, CSU pipeline strong
Research Scientist (Federal Lab)
$130,000–$220,000
NREL, NIST Boulder, NCAR; PhD typically required; pension benefits
Worth knowing: The Colorado aerospace and defense DS market is genuinely unique. Lockheed Martin Space (Littleton), Boeing's Defense business, Raytheon, Northrop Grumman, Ball Aerospace (now BAE), and United Launch Alliance all maintain substantial Colorado operations with significant DS and ML hiring. Many of these roles require security clearance — which constrains the candidate pool but provides career stability and meaningful comp premium for cleared candidates.
The Colorado DS market — aerospace, climate, and the lifestyle premium
4.4%
Colorado flat state income tax — among lowest blue-state rates
#2
Colorado ranks among top US states for aerospace employment
+45%
Boulder tech sector job growth 2018–2024
Colorado's aerospace concentration is different from any other DS market. Lockheed Martin Space's Littleton facility supports satellite imagery analysis, mission ML, and substantial classified work. Boeing, Raytheon, Northrop Grumman, and ULA all maintain major Colorado footprints. For DS professionals with security clearance — or willing to obtain it — the aerospace specialty offers career-long stability that pure tech roles often don't, particularly during downturns.
Boulder's tech corridor has expanded steadily since 2018. Google Boulder is large and growing. Workday, ServiceNow, NetApp, and a substantial cluster of climate tech and AI startups have built Boulder into a real secondary tech market. The lifestyle is meaningfully different from typical tech hubs — outdoor recreation drives daily decisions in ways that don't happen in SF, Seattle, or NYC.
Federal research labs (NREL in Golden, NCAR in Boulder, NIST Boulder) provide a unique DS career path. These roles offer strong work-life balance, meaningful research scope, federal pension benefits, and opportunities to contribute to climate, materials science, and atmospheric research that has genuine public value. Comp is below industry but the total package — including pension, time off, and intellectual freedom — is competitive with industry for many researchers.
Colorado's flat 4.4% income tax is meaningfully lower than NYC's 14.8% and California's 13.3% top rate. A senior DS at $200,000 keeps roughly $19,000 more annually than the equivalent role in NYC. Combined with cost of living that — while elevated — is below SF Bay Area, the real take-home difference is substantial.
Colorado for data scientists — the lifestyle premium is real
The lifestyle argument for Colorado DS work is genuine in a way it isn't for most markets. The Front Range climate is surprisingly mild for a mountain state (Denver gets more annual sunshine than Miami), outdoor access to skiing, climbing, hiking, and mountain biking is world-class within 90 minutes of Denver, and the cultural density of like-minded outdoor-focused tech professionals creates a community that simply doesn't exist in flat-terrain markets.
Cost of living is the persistent caveat. Denver's median home price has stayed elevated since 2021, and Boulder housing is among the most expensive in the state. A staff DS earning $220,000 can buy a home in Centennial, Lakewood, or Arvada but not easily in Boulder proper. The lifestyle math depends meaningfully on willingness to live in suburbs vs. central neighborhoods.
Aerospace clearance work is the structural opportunity that distinguishes Colorado. For DS professionals who can or want to obtain TS/SCI clearance, the aerospace specialty market offers career stability, meaningful comp premium, and work that's genuinely interesting (satellite analysis, mission planning ML, defense applications). The career switching cost from tech to aerospace is real but the downside protection is meaningful.
How Colorado taxes work for data scientists (and how to keep more)
Colorado flat 4.4% state income tax. A $220K Boulder staff DS: federal $32K + $11K + CO state $9.7K = ~$52.7K total. Take-home ~$167K. The 4.4% CO flat is among the lowest progressive-state rates — meaningfully better than CA top (13.3%) or NY+NYC (14.78%) but higher than 0% no-tax states.
Colorado property tax 0.51% effective is lowest in nation behind only Hawaii. On $750K Centennial / Lakewood staff DS home: $3,825/year property tax — dramatically lower than IL Cook County, NY Long Island, TX Houston/DFW. The lowest-in-nation property tax meaningfully compounds homeowner economics for CO DS.
TABOR (Taxpayer Bill of Rights) refund — $400-$800 typical filer in surplus years (larger in 2023 ~$800/$1,600 ). File CO return on time even with $0 balance due — late filers can lose TABOR refund.
TS/SCI clearance + aerospace specialty premium is genuinely Colorado. Lockheed Martin (Littleton), Ball Aerospace (Boulder), L3Harris, Raytheon (Aurora), Northrop Grumman, BAE Systems (Boulder) hire cleared DS professionals at $20K-$50K premium over commercial tech equivalent. NREL (National Renewable Energy Lab Golden), NCAR (Boulder), NIST (Boulder) federal lab roles are GS pay scale + meaningful career stability.
at major CO tech employers — Google Boulder, Meta Boulder, Lockheed Martin, Ball Aerospace (verify per employer). Some major employers offer . $47.5K/year of after-tax → Roth conversion ABOVE the regular $24,500 limit.
sell-on-vest discipline at FAANG Boulder + tech employers. CO 4.4% flat tax applies to and ordinary income equally — selling at vest is optimal.
Backdoor Roth IRA $7,500/year. Bypasses phase-out at staff+ comp.
if eligible ($4,400 single / $8,750 family). Triple-tax-advantaged.
CollegeInvest 529 — UNLIMITED CO deduction (best in nation). Saves 4.4% on every dollar contributed. For DS with kids, this is valuable — no cap on deduction.
Boulder tech corridor (Apple Boulder, Google Boulder, Meta Boulder, Twilio, Splunk, Datadog Boulder) created strong DS hiring market post-2020. Comp 5-15% below Bay Area at equivalent levels but Boulder COL meaningfully lower + 4.4% state tax meaningfully better than CA 13.3% top.
- →TABOR refund — file CO return on time every year. Refund flows through return; late filers lose it.
- →Pursue TS/SCI clearance + aerospace specialty — $20K-$50K premium over commercial tech equivalent. Lockheed Martin / Ball Aerospace / Raytheon hiring cleared DS.
- →CollegeInvest 529 unlimited deduction — best in nation. Worth maxing if you have kids.
- →Max where available (Google Boulder, Meta Boulder, Lockheed Martin if offered).
- →Property tax appeal less needed (lowest-in-nation rate) but volatility post-2020 creates value for appeals on appreciating mountain-town markets.
- →Backdoor Roth IRA $7K/year — bypasses phase-out at staff+ comp.
- → max + don't spend — triple-tax-advantaged.
- →Senior Property Tax Exemption for filers 65+ with 10-year residency — exempts 50% of first $200K of value at retirement.
- →CA → CO relocation strategy at $300K+ comp — saves 13.3% top + 1% MHST = ~10% delta on incremental dollars + lifestyle premium + lowest-in-nation property tax.
Three CO DS submarkets — what each one looks like
Boulder tech corridor (Apple / Google / Meta / Datadog), Denver corporate analytics, and aerospace clearance tier are three different CO data science career paths.
Boulder Tech Corridor (Apple Boulder / Google Boulder / Meta Boulder / Datadog / Splunk)
Total comp $180K-$400K · staff+ $350K-$600KApple Boulder, Google Boulder, Meta Boulder, Twilio Denver/Boulder, Splunk (CO presence), Datadog Boulder, IBM Watson (Boulder presence), Snowflake Bozeman (Mountain West but partial CO hires). Boulder tech hiring 45% growth 2018-2024. + Backdoor Roth + at major employers. Workforce housing in Louisville / Lafayette / Longmont / Erie ($600K-$900K family homes).
Boulder tech is structural CO DS market — university-town intellectual culture + outdoor lifestyle + competitive Bay Area-equivalent comp. CU Boulder + NIST + NCAR creates academic density.
Denver Corporate Analytics + Fintech (Charles Schwab / Empower / Optiv / Western Union)
Total comp $150K-$300K · senior $250K-$400KCharles Schwab (Lone Tree / Denver Tech Center), Empower Retirement (Greenwood Village), Optiv Cybersecurity Denver, Western Union, Liberty Mutual Denver, growing Denver fintech / SaaS market. Less concentrated than Boulder tech corridor but stable career path. Workforce housing in Centennial / Lakewood / Arvada / Highlands Ranch ($550K-$850K).
Denver corporate analytics offers advantage — strong base comp + lower COL than Boulder + lowest-in-nation property tax + family-friendly suburbs.
Aerospace Clearance Tier (Lockheed Martin / Ball Aerospace / Raytheon / NREL / NCAR)
Total comp $140K-$300K · cleared senior $250K-$400KLockheed Martin (Littleton, ~10K employees), Ball Aerospace (Boulder, ~3K), Raytheon (Aurora), Northrop Grumman, BAE Systems (Boulder), L3Harris, plus federal labs NREL (Golden), NCAR (Boulder), NIST (Boulder). TS/SCI clearance + aerospace specialty $20K-$50K premium over commercial tech. GS pay scale at federal labs + DoD contractor scale at primes.
Aerospace clearance is genuinely Colorado specialty — career stability + meaningful comp premium + interesting work (satellite analysis, mission planning ML, defense applications). Career mobility within CO aerospace ecosystem strong.
The career arc — from Boulder junior DS to staff+ to TS/SCI specialty / FIRE
Year 1-3 (Junior / New Grad DS): $130K-$200K total comp. Boulder tech / Denver corporate / aerospace entry tier. PhD new grads at AI startups higher.
Year 3-7 (Mid-Level / Senior DS): $180K-$320K total comp. Senior level at Boulder Apple / Google / Meta / Datadog. vesting accelerates. Some DS pursue TS/SCI clearance during this window for aerospace specialty premium.
Year 7-15 (Staff / Principal DS): $280K-$500K total comp. Staff at major Boulder tech employers. -heavy. Side-business / consulting / advisory roles common.
Year 15+ (Distinguished / Senior Principal / Aerospace Specialty Senior): $400K-$800K total comp. Top CO DS tier. Aerospace cleared senior tier $400K-$700K with TS/SCI + decade specialty experience.
FIRE in CO is favorable — moderate 4.4% state tax + lowest-in-nation property tax + TABOR refunds + CollegeInvest 529 unlimited deduction + outdoor lifestyle. Senior CO DS earning $400K-$700K with disciplined retirement contributions can accumulate $4M-$8M by age 45-50. Most senior CO DS retire in-state — TABOR refunds + lowest-in-nation property tax + mountain access + Front Range community keeps them in CO. CO retirement income $24K subtraction at 65+ is modest but combined with low property tax + mountain lifestyle = competitive retirement structure.
Where Colorado data scientists actually live
Front Range DS workers spread along the I-25 corridor from Fort Collins to Pueblo, but most concentration is in Denver metro. Aerospace workers cluster south (Lockheed Martin in Littleton, Ball/BAE in Broomfield) and along the Tech Center (DTC). Boulder tech workers commute via US-36 corridor. Federal lab workers concentrate in Golden (NREL) and Boulder.
Centennial / Lone Tree (DTC)
Denver Tech Center adjacent · suburban family · top-rated schools
Arvada / Westminster (NW Denver)
Aerospace corridor · meaningfully more affordable than Boulder · solid districts
Boulder (city proper)
Walking distance to Google Boulder, NCAR · expensive but central · outdoor culture
Louisville / Lafayette (Boulder Co.)
Boulder tech commute · significantly cheaper than Boulder · growing fast
Highlands Ranch / Castle Rock (S Denver)
South suburbs · close to Lockheed · top-rated schools
Fort Collins (Larimer Co.)
CSU adjacent · climate tech and federal research · 65 min to Denver · great quality of life
Boulder is the outlier in Colorado housing. Boulder Valley housing prices rival Bay Area suburb levels, and Boulder DS workers often live in Louisville, Lafayette, Longmont, or Erie for meaningfully better value while maintaining 15–25 minute commutes to Boulder employers.
Is this the right move?
Colorado for data scientists — when the trade-off works
Working in your favor
- +Aerospace and defense DS specialty is strong — clearance roles command premium
- +Boulder tech corridor offers genuine alternative to coastal markets
- +Federal research labs (NREL, NCAR, NIST) provide unique career path with pension
- +Climate tech and energy research markets growing meaningfully
- +Outdoor lifestyle is a genuine quality-of-life advantage
- +Colorado flat tax 4.4% better than most progressive states
Worth knowing before you sign
- −Housing affordability in Boulder rivals Bay Area suburb prices
- −AI research community thinner than Bay Area or NYC at the very top
- −Top tech-product DS comp ceilings still trail California
- −Aerospace clearance roles narrow the candidate pool significantly
- −Cost of living growth has outpaced wage growth in some corridors
- −Wildfire risk is increasingly a long-term residential consideration
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