14 ai evaluation engineer jobs at 12 companies in Winchester, VA

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Applied AI Lead - Evaluation & Measurement
Frederick or Beavercreek or Fort Walton Beach or Washington
OnsiteFull Time
Leonardo DRS
Leonardo DRSNASDAQ: DRS: Manufactures advanced electronic systems for defense and military applications.
5+ YOERequires 5+ years in data, ML, or test engineering, including 3+ years in evaluation or model validation and recent hands-on LLM evaluation. Requires a bachelor's degree or equivalent, U.S. citizenship, and active or obtainable DOD clearance.
pipelines, dashboards, large-language-model, telemetry
2mo
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Staff AI/ML Engineer
Chantilly or Manassas
HybridFull Time
VTG
VTG: Provides engineering and digital modernization solutions for national security.
5+ YOEBachelor's in a technical field, 5+ years AI/ML or related engineering experience, strong Python and MLOps experience, cloud (Azure/AWS/GCP), Spark/Databricks, AI testing/evaluation, and customer-facing communication skills. Secret clearance required or attainable.
Python, Jupyter Notebook, Apache Spark, Databricks, TensorFlow, PyTorch, Hugging Face, LangChain, Semantic Kernel, CrewAI, AutoGen, Kubernetes, Docker, Microsoft Azure AI Services, AWS SageMaker, Google Vertex AI, Vector databases, MLflow, GitLab, GitHub
1mo
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Senior Lead AI Engineer (SDK's: Gen AI Evaluation and MCP)
McLean or San Francisco or New York City or San Jose or Cambridge
$230k-$286k/yr OnsiteFull Time
Capital One
Capital OneNYSE: COF: A diversified financial services providing banking and credit products.
6+ YOEBachelor's degree plus 6 years or master's degree plus 4 years in AI/ML; 6 years programming with Python, Go, Scala, or Java; cloud AI deployment and team leadership preferred.
AWS Ultraclusters, Hugging Face, VectorDBs, Nemo Guardrails, PyTorch, Python, Go, Scala, Java, AWS, Google Cloud, Azure, C++, C#, Golang
2w
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AI Solutions Engineer
Reston, Virginia, United States
$123k-$179k/yr HybridFull Time
Bechtel
Bechtel: Designs and constructs large-scale industrial and infrastructure projects.
7+ YOEBachelor's degree in a relevant field and 7+ years in AI/ML engineering or data science. Requires Python, ML frameworks, model validation, AI testing, LLM evaluation, and technical documentation experience.
Python, scikit-learn, PyTorch, TensorFlow, Hugging Face, Databricks, Azure Machine Learning, MLflow, Microsoft Copilot Studio, AutoGen, LangChain, Azure, DevOps, Git, CI/CD, RAG
2mo
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Staff II/ Staff III AI/ML Engineer
Chantilly or Manassas
HybridFull Time
VTG
VTG: Provides force modernization and digital transformation for defense agencies.
5+ YOE5+ years AI/ML experience, BS in CS or related field, hands-on MLOps and AI evaluation, cloud and distributed processing experience, strong Python skills, customer-facing communication, ability to obtain Secret clearance.
Python, Jupyter Notebook, Apache Spark, Databricks, TensorFlow, PyTorch, Hugging Face, LangChain, Semantic Kernel, CrewAI, AutoGen, Kubernetes, Docker, Azure AI Services, AWS SageMaker, Google Vertex AI, Vector databases, MLflow, GitLab, GitHub
3w
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Principal AI Engineer
Reston, Virginia, United States
$179k-$198k/yr HybridFull Time
Stanley Martin Homes
Stanley Martin Homes: Designs and builds residential homes and master-planned communities.
8+ YOE8+ years engineering experience; bachelor's degree or equivalent; production experience with LLM APIs, agent frameworks, Python, cloud platforms, evaluation, security, and governance; hybrid work in Reston required.
Anthropic Claude, Claude Code, Snowflake, Omni, Model Context Protocol (MCP), Microsoft Azure, Microsoft Dynamics, Salesforce, Python, TypeScript, JavaScript, SQL, Copilot Studio, Azure AI Foundry, Power Platform
3mo
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AI Architect
Chantilly, Virginia, United States
HybridFull Time
VTG
VTG: Provides force modernization and digital transformation for defense agencies.
10+ YOE10+ years building and operationalizing enterprise-scale AI/ML solutions; experience with LLMs, agentic systems, MLOps, evaluation frameworks, and secure AI practices; Bachelor’s degree required.
Python, Jupyter Notebook, Apache Spark, Databricks, TensorFlow, PyTorch, Hugging Face, LangChain, Semantic Kernel, CrewAI, AutoGen, Kubernetes, Docker, Microsoft Azure AI Services, AWS SageMaker, Google Vertex AI, Vector databases, MLflow, GitLab, GitHub CI/CD pipelines
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Audio AI Engineer
Reston, Virginia, United States
$80k-$160k/yr RemoteFull Time
Dev Technology Group
Dev Technology Group: Provides information technology services to federal government agencies.
Bachelor's degree and experience building audio/text data pipelines, adapting multilingual ASR models, evaluating speech recognition, deploying production ML systems, and using Python, SQL, PyTorch, and related tools.
LoRA, QLoRA, Python, SQL, PyTorch, Hugging Face Transformers, PEFT, torchaudio, librosa, iPhone, iOS, Swift, AVFoundation
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Senior System Safety Engineer
Manassas, Virginia, United States
$96k-$178k/yr OnsiteFull Time
Lockheed Martin
Lockheed MartinNYSE: LMT: Designs and manufactures advanced aerospace, defense, and security systems.
Requires MIL-STD-882 safety program experience, system-of-systems evaluation, systems engineering across the development lifecycle, partner communication, AI prompting, and ability to obtain a DoD Secret clearance with US citizenship.
MIL-STD-882, CAMEO, Magic Draw, Agile
2mo
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Senior Applied AI Solutions Architect — Amazon Connect, Applied AI SA - AIVT
Seattle or Arlington or Atlanta or New York or Denver or Herndon or Chicago or Mountain View or San Francisco
$154k-$239k/yr OnsiteFull Time
Amazon
AmazonNASDAQ: AMZN: Global online retail and cloud computing technology provider.
7+ YOE7+ years in technology domains; 3+ years in design/implementation; familiarity with MCP/A2A; AI/ML concepts incl. LLMs, prompt engineering, RAG, model evaluation
Python, Node.js, AWS Lambda, API Gateway, Step Functions, Bedrock, MCP, RAG, DynamoDB, RDS, S3, OpenSearch, Kendra
2mo
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Space-to-Ground Systems Integration Engineer
El Segundo or Chantilly or Colorado Springs
$100k-$176k/yr OnsiteFull Time
The Aerospace Corporation
The Aerospace Corporation: Provides technical expertise and research for national space programs.
5+ YOEBachelor's in engineering/physics/computer science (or related); 5+ years Test & Evaluation and space systems integration experience (8+ for specialist); secret clearance required (active preferred or ability to obtain); experience with requirements flow-down, SIP/SEP/STIP, test planning/execution, cloud (AWS, Microsoft Azure, GCP), systems enginee...
Cameo, STK, Simulink, Python, MATLAB, AWS, Microsoft Azure, GCP, CI/CD, DevSecOps, AI/ML
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Senior Software/System Test Engineer (Remote)
Sterling, Virginia, United States
$40-$70/hr RemotePart Time, Contract
TestPros
TestPros: Provides independent IT assessment and cybersecurity compliance services.
7+ YOERequires 7+ years in software testing, ISO/IEC 25010:2023 implementation, software or AI systems evaluation, test planning, execution, evidence capture, defect documentation, and strong reporting skills.
ISO/IEC 25010:2023, JIRA, WCAG
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Emerging Technologies Architect IV
Chantilly, Virginia, United States
$133k-$208k/yr OnsiteFull Time
Noblis
Noblis: Nonprofit science, technology, and strategy firm supporting government missions.
10+ YOEBachelor's degree and 10+ years of experience, including 4+ years evaluating emerging technologies, AI/ML architecture, or technology strategy. Requires US citizenship and active Top Secret clearance with SCI eligibility.
Artificial Intelligence (AI), machine learning, deep learning, large language models, computer vision, natural language processing, agentic AI, AWS, Microsoft Azure, GCP, AWS Solutions Architect, TOGAF
2mo
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Content Automation and GenAI - Consulting and Delivery Manager
New York City or Milwaukee or Herndon or Dallas or Columbus or Kirkland or Irvine or Cincinnati or Cleveland or Oklahoma City or Austin or Albany or Chicago or Arlington or St. Petersburg or Hartford or Pittsburgh or St. Louis or Miami or Sacramento or Raleigh or Minneapolis or Mountain View or Scottsdale or Morristown or San Francisco or Denver or Boston or Philadelphia or Des Moines or Overland Park or Los Angeles or Charlotte or Walnut Creek or Carmel or Seattle or Houston or Atlanta or Redmond or Bentonville or Beaverton or Nashville or Detroit or San Diego
$80k-$266k/yr OnsiteFull Time
Accenture
AccentureNYSE: ACN: Global provider of management consulting and technology services.
7+ YOE7+ years client-facing consulting or digital transformation experience; hands-on experience evaluating/applying content automation or GenAI tools and delivering GenAI POCs; strong understanding of LLM concepts, prompt engineering, safety/responsible AI, content operations, and team leadership.
OpenAI, Google Gemini, M365 Copilot, Writer, FireFly, ChatGPT, Adobe Workfront, AEM, CMS, DAM, PIM