AI / ML Engineer Salary in Virginia (2026)
The average AI / ML Engineer in Virginia earns around $185,000/year. After taxes, your estimated take-home is $127,868/year ($10,656/month).
Take-Home Pay Breakdown
| Category | Amount |
|---|---|
Annual Take-Home Pay | $127,868 |
Monthly Take-Home Pay | $10,656 |
Biweekly Take-Home Pay | $4,918 |
Hourly Take-Home Pay based on 2,080 hrs/year | $61/hr |
Federal Tax | $33,134 |
State Tax | $9,877 |
FICA Taxes | $14,122 |
Effective Tax Rate total taxes ÷ gross salary | 30.88% |
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Read the guideAI / ML Engineer Salary Ranges in Virginia
Not all AI / ML Engineers earn the same — not even close
Virginia AI/ML compensation anchors on three distinct ecosystems: Amazon HQ2 (Crystal City / Pentagon City / National Landing — 25K+ jobs at full ramp through 2030), the cleared federal-contractor tier (Booz Allen, CACI, Leidos, SAIC, MITRE, ManTech, Northrop Grumman — TS/SCI clearance is the structural premium), and Capital One McLean financial-AI. Comp ranges for the VA market in 2026:
Junior MLE / Applied Scientist (entry, cleared)
$160K base + $50K-$90K RSU/yr
0-2 yrs · TS/SCI eligible · Virginia Tech / GMU / UVA pipeline · TC $210K-$280K
Mid-Level MLE (Amazon HQ2 / cleared contractor)
$195K base + $130K-$220K RSU/yr
3-6 yrs · TC $345K-$465K · Amazon HQ2 senior tier or cleared TS premium
Senior MLE (Amazon HQ2 L5/L6)
$255K base + $200K-$340K RSU/yr
7-12 yrs · TC $480K-$640K · Amazon HQ2 in-office + RSU vault
Staff / Principal MLE (Amazon L7 / cleared TS)
$320K base + $360K-$580K RSU/yr
12+ yrs · TC $700K-$960K with Amazon RSU + cleared premium
Cleared Senior MLE (Booz Allen / CACI / Leidos)
$200K-$310K base + 12-22% bonus + RSU
TS/SCI premium 15-25% above unclassified · senior contractor MLE TC $300K-$480K
Capital One McLean Senior Data Scientist/MLE
$210K-$315K base + 18-28% bonus + RSU
Financial AI senior tier · fraud ML, credit risk, conversational AI · Capital One RSU
IARPA / DARPA / Government-Funded AI Research
$165K-$240K base + 10-15% bonus
Cleared research positions · Pentagon AI / JAIC adjacency · publication-friendly
AWS Northern Virginia Data Center AI Infra
$220K-$320K base + RSU 80-150%
NoVA AWS data-center capital · infrastructure ML · GPU systems
Pre-IPO Cleared AI Startup
$185K base + ISO/RSA + QSBS-eligible
Anduril, Shield AI, Saronic, Helsing US presence · cleared-defense-AI
Worth knowing: Virginia's structural AI/ML advantage is the cleared federal-contractor tier. TS / TS-SCI clearance is the structural premium — 15-25% above unclassified MLE base, and the post-service / post-VA-state-employment pivot to federal contracting at $250K-$500K+ with active clearance is genuinely structural. Amazon HQ2 Crystal City / Pentagon City / National Landing is the second structural anchor — 25K+ jobs at full ramp through 2030, with senior MLE comp at full Bay-Area-tier ($480K-$640K). Plus Capital One McLean financial-AI (3K+ tech employees, growing), and the AWS Northern Virginia data-center capital adjacency (Loudoun County hosts ~70% of global AWS data center capacity).
The Virginia AI/ML market: Amazon HQ2 + cleared federal contractor tier + Capital One McLean
Amazon HQ2
25K+ jobs at full ramp through 2030 — senior MLE at Bay-Area-tier comp with VA 5.75% vs CA 13.3%
TS/SCI
Cleared MLE premium 15-25% above unclassified · post-service federal-contracting pivot $250K-$500K
5.75%
VA top state tax (kicks in at $17K — functionally flat for AI/ML); no local/city income tax
Virginia's AI/ML market is functionally three overlapping clusters, all concentrated in Northern Virginia. Amazon HQ2 — Crystal City + Pentagon City + National Landing, 25K+ jobs at full ramp through 2030, senior MLE positions at full Bay-Area-tier comp with Amazon exposure. Cleared federal-contractor tier — Booz Allen Hamilton (McLean HQ), CACI (Reston), Leidos (Reston), SAIC (Reston), MITRE (McLean), ManTech (Herndon), Northrop Grumman (Falls Church), Raytheon Intelligence & Space (Arlington), Lockheed Martin (Bethesda MD-adjacent). Plus IARPA / DARPA / Pentagon AI funded programs. Capital One McLean — 3K+ tech employees with growing AI/ML headcount focused on financial AI, fraud ML, credit risk, conversational AI. Plus AWS Northern Virginia data-center capital adjacency (Loudoun County, the densest AWS region globally).
VA AI/ML compensation at Amazon HQ2 senior tier is genuinely Bay-Area-equivalent — same Amazon + base + bonus structure but with VA 5.75% state tax (vs CA 13.3% / WA 0%) and no local/city income tax. A $500K Amazon HQ2 senior MLE pays $29K VA state tax, vs $66K CA state tax at same gross. Cleared MLE comp at Booz Allen / CACI / Leidos senior tier is $300K-$480K total — below Amazon HQ2 tier on absolute dollars but with structural job stability tied to long-term federal contracts and the post-service contracting pivot.
-exempt salaried, so the 2025 no-tax-on-overtime federal deduction generally doesn't apply to AI/ML comp — see /no-tax-on-overtime for the contractor edge case. The VA-specific tax structure isn't OT-driven — it's the clearance-premium-and-task-force-overlap math (TS/SCI cleared MLE $300K-$480K total comp + post-service federal-contracting pivot) and the no-local-income-tax structural advantage versus MD's Montgomery County 3.2% piggyback.
TS/SCI clearance is the genuinely unique VA structural advantage. A Secret or TS clearance maintained through service is worth $20-30K/year of post-service salary uplift, and TS/SCI active clearance is worth $40-60K/year premium. Cleared AI/ML positions at Booz Allen / CACI / Leidos / MITRE / ManTech are typically $50K-$100K above unclassified equivalents at the same seniority. The post-service federal-contracting pivot (leaving Amazon HQ2 or a FAANG role for cleared AI/ML contracting at $250K-$500K with active clearance) is a structural NoVA-specific career path.
Capital One McLean is the financial-AI cluster anchor. 3K+ tech employees in McLean campus + Tysons Corner additional offices + Richmond (lower-tier) make Capital One the second-largest VA AI/ML employer after Amazon HQ2. Senior fin-AI tier $210K-$315K base + 18-28% bonus + = TC $320K-$520K. Bonus structure materially above FAANG-remote tier.
Virginia as a place to live — the honest take for AI/ML engineers
Virginia AI/ML housing math is dominated by Northern Virginia. Most engineers live Arlington / Alexandria / Falls Church / McLean / Vienna / Reston / Herndon (DC-corridor inner ring) or further out (Centreville / Manassas / Bristow / Gainesville / Stafford — Fairfax + PWC outer ring). Median workforce home prices: Arlington condo $700K-$1.3M, Arlington SFH $1.2M-$2.5M, Alexandria SFH $900K-$2M, McLean SFH $1.4M-$3M, Vienna SFH $1.1M-$2.2M, Reston SFH $700K-$1.4M, Herndon SFH $700K-$1.3M, Centreville/Bristow SFH $600K-$1M, Stafford SFH $500K-$800K.
Most NoVA AI/ML workforce housing is in Reston / Herndon (cleared federal contractor commute + Capital One McLean adjacency) or the Fairfax + Loudoun outer ring (Centreville / Manassas / Ashburn / Brambleton — affordability with longer commutes). At Amazon HQ2 senior MLE TC $480K-$640K, $1.5M McLean / Vienna SFH is 2.3-3.1x wage-to-home ratio (better than 3-3.5x typical Bay Area). At cleared senior MLE TC $300K-$480K with TS/SCI premium, $700K-$1M Reston / Herndon SFH is 1.5-2.3x ratio.
VA has no city or local income tax — structural advantage versus MD's Montgomery County 3.2% piggyback (Bethesda residents pay an effective 8.95% state+local at top tier, vs VA's 5.75% top). This is why many DC-corridor AI/ML engineers settle Arlington / McLean / Vienna instead of Bethesda / Chevy Chase MD — the cross-Potomac tax math is meaningful at senior+ tier. NoVA's NoVA-friendly real-estate market (Tysons Corner / Reston tech-corridor density, top schools, lower property tax than MD) is the structural draw.
TS/SCI clearance is genuinely worth it as a long-term NoVA AI/ML career play. The clearance investigation typically takes 6-18 months (Secret) or 12-24 months (TS/SCI), but the post-service contracting pivot at $250K-$500K with active clearance is a structural feature. Many NoVA AI/ML engineers plan to spend 5-10 years at Amazon HQ2 / Capital One / unclassified-FAANG, then pivot to cleared contracting at age 35-45 for the structural premium and longer-term retirement comp. Section 1202 realizes federally with VA 5.75% applying — better than CA's 13.3% non-conformity, worse than FL/TX/WA 0%.
How Virginia taxes AI/ML compensation (5.75% functionally flat + no local tax + clearance premium)
VA progressive state tax tops out at 5.75% with the top bracket effectively kicking in at just $17K — every working AI/ML engineer pays the top marginal rate on essentially all income. The bracket structure is mildly progressive on paper but functionally flat for AI/ML earners. On a $480K mid-senior Amazon HQ2 MLE TC, VA state tax is roughly $27,500. At $640K senior tier, ~$36,800. At $960K staff tier, ~$55,200. Federal + still apply normally. VA does not conform to at the state level — federal-only on the OT premium portion.
VA has no city or local income tax — the structural advantage versus MD (Montgomery County 3.2% piggyback) and DC (8.95% top). NoVA AI/ML engineers commuting from MD or DC into Fairfax / Arlington / McLean jurisdictions don't pay VA tax until they actually move. The cost of housing absorbs most of that advantage in the affluent NoVA tier (McLean / Great Falls / Vienna $1.5M+ family homes), but the working-tier suburb (Centreville / Manassas / Bristow / Stafford) still benefits versus equivalent MD or DC residence at same gross.
vest is treated as ordinary income for federal + VA state tax at fair-market-value on the vest date. At Amazon HQ2 senior tier, $200K-$340K of annual RSU vest hits at marginal ~32% federal + 5.75% VA + 1.45% Medicare + 0.9% Additional Medicare = ~40% combined. Employer typically withholds 22% (or 37% for supplemental wages over $1M/year), leaving an April-15 underwithholding bill — make estimated quarterly payments or W-4 step 4(c) supplemental withholding.
Section 1202 realizes federally with VA 5.75% applying. On a $10M federal-excluded QSBS gain, VA state tax is roughly $575K — better than CA's $1.3M non-conformity bite, worse than FL/TX/WA/NV's clean federal-only treatment. For early-hire pre-IPO MLEs at NoVA-headquartered cleared-AI startups (Anduril DC presence, Shield AI, Saronic, Helsing US ops), the 5.75% bite is structural cost of staying in-state at liquidity event. Relocation to FL/TX/WA pre-liquidity is a real consideration for $5M+ QSBS exposure.
Cleared AI/ML has unique tax characteristics. Cleared-contractor 1099 work post-service is Schedule C income with self-employment tax exposure; election above $80K net SE saves $4-6K/year. Solo on 1099 income shelters $24,500 employee + 25% employer = up to $72K/year additional pre-tax retirement.
() at Amazon HQ2 / Capital One — same federal mechanics. $40K-$47.5K of after-tax → in-plan Roth conversion. Senior Amazon HQ2 MLE with $47.5K/year MBR over 15 years = $700K of Roth principal. VA 5.75% applies to the conversion (vs FL/TX/WA 0%) but the math still favors maxing.
- →Pursue TS / TS-SCI clearance maintenance through service. Active clearance is worth $20-30K/year (Secret) to $40-60K/year (TS/SCI) post-service contracting premium. The career-pivot value at retirement is typically larger than the clearance-premium itself.
- →Settle NoVA over MD for the no-local-income-tax structural advantage versus Montgomery County 3.2% piggyback. Cross-Potomac tax math is meaningful at senior+ tier ($10K-$20K/year savings).
- →Max + at Amazon HQ2 / Capital One. $24,500 employee + $47,500 after-tax → in-plan Roth conversion. VA 5.75% applies but the math still favors maxing.
- →Quarterly estimated tax to avoid April-15 underpayment penalty on vest income (employer withholds 22% but marginal is 40%+ at Amazon HQ2 senior tier).
- →Section 1202 qualification at early-hire cleared-AI pre-IPO equity (Anduril, Shield AI, Saronic, Helsing) — VA 5.75% bite is structural cost; consider FL/TX/WA relocation pre-liquidity for $5M+ exposure.
- →Backdoor Roth IRA $7K/year — solve pro-rata rule via reverse-rollover into before conversion. max if eligible — VA conforms federally.
- →Plan post-service federal-contracting pivot from year 7+ (clearance-tenure threshold). CACI / Booz Allen / Leidos / SAIC / ManTech all hire actively from cleared AI/ML alumni.
Three VA AI/ML submarkets — Amazon HQ2, cleared federal contractor tier, Capital One McLean
Virginia is functionally three AI/ML submarkets, all in NoVA. Amazon HQ2 (Crystal City / Pentagon City / National Landing). Cleared federal-contractor tier (Booz Allen / CACI / Leidos / SAIC / MITRE / ManTech). Capital One McLean financial-AI.
Amazon HQ2 (Crystal City + Pentagon City + National Landing)
Senior MLE base $255K-$320K + RSU $200K-$580K/yr · TC $480K-$960K (Bay-Area-tier)Amazon HQ2 announced 2018, fully operational 2026, ramping to 25K+ jobs through 2030 across Crystal City + Pentagon City + National Landing campuses. Senior MLE positions at full Bay-Area-tier comp with Amazon exposure (Amazon stock recovered well 2023-2026 after 2022 stock crash). Workforce housing in Arlington / Alexandria / Old Town / Crystal City condo or Vienna / McLean / Reston SFH ($700K-$3M).
Amazon HQ2 is the structural new datapoint in NoVA AI/ML. Senior + L7 positions at HQ2 carry full Bay-Area-tier comp with VA's 5.75% state tax saving ~$37K/year on $500K TC vs equivalent CA tenure. Amazon HQ2 vault is meaningful — staff-tier $960K TC with VA tax structure nets meaningfully more than CA equivalent.
Cleared federal contractor tier (Booz Allen + CACI + Leidos + SAIC + MITRE + ManTech)
Cleared senior MLE base $200K-$310K + 12-22% bonus + RSU · TC $300K-$480K with TS/SCI premiumBooz Allen Hamilton (McLean HQ), CACI (Reston), Leidos (Reston), SAIC (Reston), MITRE (McLean — FFRDC, federally-funded research), ManTech (Herndon), Northrop Grumman (Falls Church), Raytheon Intelligence & Space (Arlington). Plus IARPA / DARPA / Pentagon AI / JAIC funded programs. Workforce housing in Reston / Herndon / Centreville / Manassas / Vienna ($600K-$1.5M SFH).
Cleared federal-contractor tier is the genuinely unique NoVA structural advantage. TS/SCI clearance is worth $40-60K/year premium, and the post-service contracting pivot at age 35-45 is a structural NoVA-specific career path. MITRE is the FFRDC anchor — federally-funded research at academic-style publication freedom with senior MLE TC $250K-$420K.
Capital One McLean (financial AI) + AWS NoVA Data Centers
Senior fin-AI MLE base $210K-$315K + 18-28% bonus + RSU · TC $320K-$520KCapital One McLean campus (3K+ tech employees + Tysons Corner additional offices + Richmond lower-tier) is the financial-AI cluster anchor — fraud ML, credit risk, conversational AI, customer-LTV modeling. AWS Northern Virginia data centers (Loudoun County, ~70% of global AWS capacity) anchor data-center AI infra MLE positions. Workforce housing in McLean / Vienna / Reston / Herndon / Ashburn ($700K-$2M SFH).
Capital One McLean is the second-largest VA AI/ML employer after Amazon HQ2. The Capital One bonus structure (18-28% of base) is materially above FAANG-remote tier. Plus AWS Loudoun County data-center capital adjacency provides infrastructure-ML positions you don't get elsewhere — GPU systems, distributed training, networking ML.
The Virginia AI/ML career arc — entry, Amazon HQ2 senior, cleared pivot, late-career staff
Year 0 (entry / new-grad MLE, cleared-eligible): $160K base + $50K-$90K /yr + $20K-$35K signing. Virginia Tech / GMU / UVA / national PhD pipeline. New-grad PhD landing at Amazon HQ2 typically $185K-$220K base + RSU $130K-$200K/yr. New-grad PhD at Booz Allen / CACI cleared track typically $155K-$190K base + 12-15% bonus, with TS/SCI clearance investigation underway.
Year 1-3 (Mid-Level / L5 / Applied Scientist II / cleared mid-tier): $195K-$255K base + $130K-$220K/yr · TC $345K-$465K. First refresher RSU grant typically year 1 (Amazon HQ2) or first bonus cycle at cleared contractor. Specialty hardening — most VA MLEs commit to a sub-niche by year 2-3 (Amazon / general AI, financial AI, cleared defense AI, NLP / LLM, AWS infrastructure ML).
Year 3-7 (Senior MLE / L6 / Cleared TS/SCI Senior): $255K-$320K base + $200K-$340K/yr · TC $480K-$640K. maxing critical. Backdoor Roth IRA. Section 1202 qualification window for early-hire cleared-AI pre-IPO equity (Anduril, Shield AI, etc.). Many senior Amazon HQ2 / Capital One MLEs at this stage face the cleared-contractor pivot decision — leave Amazon HQ2 for Booz Allen / CACI / Leidos at -10-20% base but with TS/SCI premium and post-service contracting career equity accumulation.
Year 7-15 (Staff / Principal MLE / Cleared TS Tech Lead): $320K-$420K base + $360K-$580K/yr · TC $700K-$960K. At Amazon HQ2, L7 staff-engineer track tops out around $960K TC with VA state-tax structure. At cleared contractor staff tier, $400K-$550K total comp + clearance equity. At Capital One McLean senior-AI-director, $500K-$700K total.
Year 15+ (Director / VP / Founder / Investor / Cleared Pivot): At Amazon HQ2, Director engineering $700K-$1.2M base + + bonus = TC $1.3M-$2.5M. VP $1.8M-$4M. Cleared contractor pivot — many late-career NoVA AI/ML engineers leave commercial AI for cleared federal-AI contracting at $250K-$500K with active clearance, accepting lower- for the structural retirement-comp benefit and federal-pension-eligible service. Founder route — Anduril DC presence, Shield AI, Saronic, Helsing US ops anchor the cleared-defense-AI startup tier.
Where Virginia AI/ML engineers actually live
Most NoVA AI/ML engineers live Arlington / Alexandria / McLean / Vienna / Reston / Herndon (inner ring) or Centreville / Manassas / Ashburn (outer ring). Amazon HQ2 engineers settle Arlington / Alexandria condo or Vienna / McLean SFH. Cleared contractor MLEs settle Reston / Herndon / Vienna for the federal-contractor commute. Capital One McLean engineers settle McLean / Vienna / Tysons.
Arlington / Crystal City (NoVA inner)
Amazon HQ2 walk · top schools · $700K-$2.5M condo+SFH · highest density tech-cluster
McLean / Vienna (Fairfax)
Capital One + cleared contractor · top schools · $1.1M-$3M SFH
Reston / Herndon (Fairfax)
Cleared federal contractor commute · top schools · $700K-$1.4M SFH · 25-min Tysons commute
Alexandria / Old Town (NoVA inner)
Amazon HQ2 + Pentagon adjacency · historic charm · $900K-$2M SFH
Ashburn / Brambleton / Stone Ridge (Loudoun)
Loudoun growth-county family · planned-community schools · $600K-$1.1M SFH · AWS data-center adjacent
Centreville / Manassas / Bristow (NoVA outer)
Working-MLE family tier · top schools · $500K-$900K · 30-45 min Fairfax commute
VA retirement-relocation patterns favor staying in NoVA for the federal-contracting pivot (most senior NoVA AI/ML engineers stay 10-15 years post-retirement to maximize cleared-contractor compensation), or pivoting to FL / TN / SC for non-NoVA officers seeking income-tax and property-tax relief.
Is this the right move?
Virginia AI/ML — who it's best for
Working in your favor
- +Amazon HQ2 (25K+ jobs full ramp 2030) brings full Bay-Area-tier comp at NoVA residence, saving ~$37K/year on $500K vs CA at same gross
- +TS/SCI cleared MLE premium 15-25% above unclassified · post-service federal-contracting pivot at $250K-$500K is a structural NoVA-specific career path
- +VA has no local/city income tax — structural advantage versus MD's Montgomery County 3.2% piggyback (8.95% effective at top tier)
- +Cleared federal-AI contractor tier (Booz Allen, CACI, Leidos, SAIC, MITRE, ManTech) provides defense-AI specialty with long-term contract stability
- +Capital One McLean financial-AI tier (3K+ tech employees, 18-28% bonus structure) is materially above FAANG-remote tier
- +AWS Northern Virginia data-center capital adjacency (Loudoun ~70% global AWS capacity) provides infrastructure-ML specialty unique to NoVA
Worth knowing before you sign
- −VA top rate 5.75% kicks in at $17K — every working AI/ML engineer pays the top marginal rate on essentially all income
- −VA does tax Section 1202 QSBS gain at 5.75% — better than CA 13.3% but worse than FL/TX/WA 0%
- −NoVA cost of living is genuinely high — $1.5M McLean / Vienna SFH is the senior-MLE entry point
- −Outside NoVA, AI/ML headcount is essentially zero — Richmond and Hampton Roads have minimal tech-cluster density compared to NoVA
Job Market in Virginia
Virginia has active demand for AI / ML Engineers.
Growth outlook: BLS projects 23% growth through 2032 for computer/info-research scientists (which AI/ML engineers fall under) — among the fastest-growing tech roles. Frontier-lab demand uniquely strong — OpenAI / Anthropic / xAI / Mistral / DeepMind hiring at premium tiers $300K-$700K base alone for senior MLE, plus equity 1.5x-3x base.
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Cost of Living in Virginia
Virginia has a varied cost of living by region.
💰 Monthly take-home: $10,656
🏠 Typical rent: $1,600/mo
📊 After rent: $9,056/mo
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