AI Data Engineer Jobs in Virginia

AI Data Engineer jobs in Virginia are in strong demand, with active hiring concentrated in defense technology, federal contracting, cybersecurity analytics, and cloud infrastructure, at levels from entry-level associates through principal engineers. The busiest hiring metros are Northern Virginia, Richmond, and Reston, where established employers such as Leidos, Booz Allen Hamilton, and General Dynamics Information Technology regularly bring on ai data engineers. The most sought-after specialties in Virginia right now are MLOps pipeline development, large language model integration, and real-time data architecture for government and enterprise clients. Find a role that fits below and apply directly.

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Overview

Open roles95
Top employerAmazon Web Services
Top cityArlington, VA
Cities hiring20
Work type41% Hybrid
Top industryTechnology

Showing 5 of 95+ AI Data Engineer jobs

Deloitte
Snowflake Finance Data & AI Architect Manager
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Deloitte
Added 1d ago
Snowflake Finance Data & AI Architect Manager
Deloitte
Richmond, Virginia
Data Analytics
Data Engineering
Data Science
Bachelor's degree in finance
10,000+

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Ferguson
Artificial Intelligence (AI) Support Manager
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Ferguson
Added 1d ago
Artificial Intelligence (AI) Support Manager
Ferguson
Richmond, Virginia
Customer Support
IT Support
Technical Product & Program Management
$8,233.34 - $13k/yr
Remote (US)
10,000+

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Amazon Web Services
Sr. Worldwide GTM Specialist – AI, Amazon Quick, Data & AI GTM
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Amazon Web Services
Added 1d ago
Sr. Worldwide GTM Specialist – AI, Amazon Quick, Data & AI GTM
Amazon Web Services
Herndon, Virginia
Customer Service
Customer Success
Customer Support
$148k - $200k/yr

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Amazon Web Services
Solutions Architect II, Data and AI GTM
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Amazon Web Services
Added 1d ago
Solutions Architect II, Data and AI GTM
Amazon Web Services
Herndon, Virginia
Data Analytics
Data Engineering
Data Science
$131k - $204k/yr

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Capital One
Manager, Product Manager, Audit Insights & Innovation, AI and Data Engineering
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Capital One
Added 1d ago
Manager, Product Manager, Audit Insights & Innovation, AI and Data Engineering
Capital One
McLean, Virginia
Data Analytics
Project Management
Bachelor's degree in mechanical engineering
10,000+

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See All 95 AI Data Engineer Jobs in Virginia

Find roles in Virginia that match your experience and apply in just a few clicks.

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AI Data Engineer Jobs by City in Virginia

Where Virginia roles are concentrated, by current openings.

Arlington
23 jobs
McLean
22 jobs
Ashburn
7 jobs
Herndon
7 jobs
Richmond
6 jobs
Rosslyn
5 jobs
Reston
4 jobs
Crystal City
3 jobs
Chantilly
2 jobs

AI Data Engineer Job Market in Virginia

A snapshot from current Virginia openings, updated as new roles post.

Who's Hiring

Amazon Web Services
Amazon Web Services8 open roles
Deloitte
Deloitte7 open roles
Booz Allen Hamilton
Booz Allen Hamilton7 open roles

Top Industries Hiring

  • Technology & Software
  • Education
  • Distribution & Wholesale
  • Healthcare & Medical Services

What Virginia Employers Look For

The qualifications that appear most often in AI data engineer jobs across Virginia.

  • Bachelor's or master's degree in computer science, data engineering, or a closely related field
  • Proficiency in Python, SQL, and distributed data frameworks such as Spark or Kafka
  • Hands-on experience building and maintaining ML or AI data pipelines in cloud environments
  • Familiarity with AWS, Azure, or Google Cloud data services and orchestration tools
  • Experience with data governance, pipeline monitoring, and model deployment in production
  • Active or obtainable federal security clearance, preferred for Virginia defense and government contractors

AI Data Engineer Jobs in Virginia: Frequently Asked Questions

How do you become a ai data engineer in Virginia?

Most ai data engineer roles in Virginia require a bachelor's degree in computer science, data science, or a related technical field, with a master's degree preferred at senior levels. Virginia has no state-issued license for this role, so the path runs through technical skills and certifications: cloud credentials from AWS, Microsoft Azure, or Google Cloud carry real weight with Virginia employers. Many contractors in Northern Virginia additionally require candidates to be eligible for a federal security clearance before extending an offer.

How much do AI data engineers make in Virginia?

AI data engineers in Virginia earn a median of about $126,430 a year, based on May 2025 Bureau of Labor Statistics wage data, ranging from around $76,420 for the lowest 10% to over $207,890 for the top 10%. Pay rises with experience, specialty, and employer.

Which companies hire ai data engineers in Virginia?

Employers hiring ai data engineers in Virginia right now include Amazon Web Services, Deloitte, and Booz Allen Hamilton, based on current listings on Migrate Mate as of September 2026. Virginia's large concentration of federal contractors and defense technology firms means hiring is steady across both commercial and government-adjacent sectors throughout the year.

Which Virginia cities have the most ai data engineer jobs?

Arlington, McLean, and Ashburn account for the most ai data engineer openings in Virginia. Northern Virginia leads because of its dense cluster of federal agencies, defense contractors, and cloud infrastructure campuses, while Richmond draws hiring from financial services firms and state government technology initiatives, and Reston anchors a tech corridor with major consulting and IT services employers.

Are there remote ai data engineer jobs in Virginia?

Yes, and more than most fields. About 67% of ai data engineer openings tied to Virginia are remote or hybrid as of September 2026, reflecting how well the role's core work, including pipeline development, model training, and data architecture, translates to distributed teams. The exception is positions tied to classified government programs, which typically require on-site presence at facilities in Northern Virginia or the surrounding area.

How can I get hired as a ai data engineer in Virginia with little or no experience?

The most realistic entry path is moving from a data analyst or data analyst associate role, which many Virginia employers use as a feeder into ai data engineering. Large Northern Virginia contractors such as Leidos and Booz Allen Hamilton run associate and early-career programs that recruit directly from Virginia Tech, George Mason University, and the University of Virginia. Building a portfolio of end-to-end pipeline projects on public datasets, earning an entry-level cloud certification, and applying to analyst or junior data roles at those contractors gives candidates a concrete foothold without prior engineering experience.

Where can I find and apply to ai data engineer jobs in Virginia?

You can find and apply to ai data engineer jobs in Virginia on Migrate Mate, which lists current Virginia openings across Northern Virginia, Richmond, Reston, and beyond. Find roles that fit your experience and location preference and apply directly to the employer through each listing.

See All 95 AI Data Engineer Jobs in Virginia

Find roles in Virginia that match your experience and apply in just a few clicks.

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