Genai Engineer Jobs in Virginia

Genai Engineer jobs in Virginia are highly active, concentrated in defense contracting, federal IT services, and commercial cloud infrastructure, with openings at every level from entry-level ML engineer through principal AI architect. Northern Virginia's data center corridor and the greater DC metro area lead hiring, alongside Richmond and the Hampton Roads region, where employers like Booz Allen Hamilton, Leidos, and Amazon Web Services maintain substantial engineering operations. The most in-demand specialties include retrieval-augmented generation systems, large language model fine-tuning, and agentic AI pipeline development. Find a role that fits below and apply directly.

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Overview

Open roles8
Top employerCapital One
Top cityMcLean, VA
Cities hiring5
Work type75% On-site
Top credentialBachelor's degree in statistics

Showing 5 of 8+ Genai Engineer jobs

Senior Staff Software Engineer (Sr. Consultant) - GenAI Enablement
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Senior Staff Software Engineer (Sr. Consultant) - GenAI Enablement
Visa
Ashburn, Virginia
Customer Service
Customer Support
$155k - $248k/yr
Hybrid
Master's degree in business administration
10,000+

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Full-Stack Engineer 4 (Python, Java, AWS, CI/CD, GenAI) (Enterprise Platforms Technology)
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Full-Stack Engineer 4 (Python, Java, AWS, CI/CD, GenAI) (Enterprise Platforms Technology)
Capital One
McLean, Virginia
Account Management
Customer Success
Sales
Bachelor's degree in statistics
10,000+

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Data Engineer 4 (Python, AWS, SQL, GenAI) (Enterprise Platforms Technology)
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Data Engineer 4 (Python, AWS, SQL, GenAI) (Enterprise Platforms Technology)
Capital One
McLean, Virginia
Business Analysis
Data Analytics
Project Management
Bachelor's degree in statistics
10,000+

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Full Stack Engineer 4- People Tech- GenAI & Agentic Systems (LangChain, LangGraph)
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Full Stack Engineer 4- People Tech- GenAI & Agentic Systems (LangChain, LangGraph)
Capital One
McLean, Virginia
Business Strategy
Product Management
Project & Program Management
Project Management
Bachelor's degree in statistics
10,000+

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Backend Software Engineer – GenAI
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Backend Software Engineer – GenAI
Cyrad Solutions
Arlington, Virginia
Product Management
Software Engineering
Technical Product & Program Management
$190k - $240k/yr
On-Site

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See All 8 Genai Engineer Jobs in Virginia

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Genai Engineer Jobs by City in Virginia

Where Virginia roles are concentrated, by current openings.

McLean
3 jobs
Arlington
2 jobs
Ashburn
1 job
Rosslyn
1 job
Richmond
1 job

Genai Engineer Job Market in Virginia

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

Who's Hiring

Capital One3 open roles
PwC1 open role
Visa1 open role

What Virginia Employers Look For

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

  • Bachelor's or master's degree in computer science, AI, or a related engineering field
  • Hands-on experience building or deploying large language model applications in production
  • Proficiency in Python and at least one LLM framework such as LangChain or LlamaIndex
  • Familiarity with cloud platforms, particularly AWS, Azure, or Google Cloud AI services
  • Experience with vector databases, embedding models, and retrieval-augmented generation pipelines
  • Active or obtainable federal security clearance preferred for defense and government contractor roles

Genai Engineer Jobs in Virginia: Frequently Asked Questions

How do you become a genai engineer in Virginia?

A bachelor's degree in computer science, data science, or software engineering is the standard entry point, and many Virginia employers prefer or require a master's degree for senior roles. There is no state-issued license for genai engineers in Virginia. What differentiates candidates is a portfolio demonstrating production-grade LLM work, and for the large defense and federal IT sector in Northern Virginia, eligibility for a security clearance is often a practical requirement.

Which companies hire genai engineers in Virginia?

Employers hiring genai engineers in Virginia right now include Capital One, PwC, and Visa, based on current listings on Migrate Mate as of November 2026. Virginia's concentration of defense contractors and federal IT integrators means many of these roles involve building AI systems for government agency clients alongside commercial technology work.

Which Virginia cities have the most genai engineer jobs?

McLean, Arlington, and Ashburn lead Virginia for genai engineer openings. Northern Virginia, anchored by the DC metro area and its dense cluster of defense contractors, federal agencies, and hyperscale data centers, accounts for the largest share, while Richmond and Hampton Roads generate openings through commercial technology firms, financial services companies, and military-adjacent employers.

Are there remote genai engineer jobs in Virginia?

Yes, and more than most fields, since genai engineering work is largely software-based and does not require physical presence. About 25% of genai engineer openings tied to Virginia are remote or hybrid as of November 2026, though roles supporting classified federal programs typically require on-site work at cleared facilities. Model development, prompt engineering, and MLOps work are the sub-areas most commonly offered remotely.

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

The most realistic entry path is transitioning from a software engineering or data engineering role into a genai-focused position, since Virginia employers frequently post associate AI engineer or ML platform engineer titles designed for candidates with general software skills but limited LLM experience. Building a public portfolio of RAG or fine-tuning projects on GitHub is the single most effective signal. Large Northern Virginia contractors like Booz Allen Hamilton and SAIC run internal AI training programs and hire recent graduates into AI analyst roles that provide a practical foundation.

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

You can find and apply to genai engineer jobs in Virginia on Migrate Mate, which lists current Virginia openings across Northern Virginia, Richmond, Hampton Roads, and other locations statewide. Find the roles that fit your experience and apply directly through each listing.

See All 8 Genai Engineer Jobs in Virginia

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