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Everwatch

Everwatch

Providing defense, intelligence, and mission support

Artificial Intelligence/Machine Learning Engineer - Mid

Full-TimeDeadline 7/30/27
$64.90 - $93.75/hr
Mid, Senior, Expert
Bachelor's, Master's, PhD
Annapolis Junction, MD, USA
In Person
No H1B Sponsorship
US Top Secret Clearance Required

About the job

Requirements
  • 5-10 years of experience building and deploying machine learning models in professional, research, or mission-oriented environments.
  • Experience integrating large language models or artificial intelligence application programming interfaces into applications, tools, or workflows.
  • Experience using Python for artificial intelligence/machine learning development and data processing.
  • Knowledge of modern artificial intelligence/machine learning development patterns, including model integration, prompt engineering, and orchestration.
  • Knowledge of data preprocessing, feature engineering, and model evaluation techniques.
  • Ability to analyze complex problems and operate effectively in evolving technical environments.
  • A TS/SCI clearance with a polygraph is required.
  • A bachelor's degree in Computer Science, Data Science, Electrical Engineering, Mathematics, or Statistics; alternatively, a master's degree with 3+ additional years of experience, or a PhD with demonstrable applied AI/ML engineering experience is required.
Responsibilities
  • Work directly with mission users to develop and deploy artificial intelligence and machine learning solutions that enhance operational workflows, improve data accessibility, and support rapid decision-making in secure environments.
  • Collaborate with operators, analysts, software developers, and mission leadership to capture operational needs and translate them into effective AI-enabled capabilities.
  • Develop large-language-model-powered workflows, agent-based automation, and other AI/ML solutions that streamline analytical tasks and improve mission effectiveness.
  • Support the integration of AI capabilities into existing operational systems while ensuring solutions are reliable, scalable, and compliant with security and governance requirements in classified environments.
  • Contribute to data pipeline development, model evaluation, workflow optimization, and operational testing to support production-ready AI solutions.
Desired Qualifications
  • Experience with deep learning frameworks such as PyTorch or TensorFlow.
  • Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
  • Experience with containerization and orchestration tools such as Docker or Kubernetes.
  • Experience with data processing pipelines, distributed computing, and feature engineering at scale.
  • Experience with natural language processing techniques, including text classification, topic modeling, or semantic search.
  • Knowledge of agentic AI frameworks and autonomous workflow design patterns.
  • Knowledge of MLOps practices, including model lifecycle management, experiment tracking, and automated retraining.
  • Additional programming language experience with Java, Scala, C++, or R.

About the company

EverWatch Solutions provides government-focused defense, intelligence, and deployed support services. It delivers mission-critical solutions to government agencies through custom software development, system engineering, and mission operations support, using advanced technology to gather and analyze actionable intelligence. The company operates primarily on government contracts and long-term service agreements, differentiating itself by deep domain expertise in defense and intelligence, a focus on public-sector needs, and a capability to provide end-to-end services from software creation to operational support. Its goal is to help public-sector clients operate safely and efficiently by delivering specialized, high-value services that support intelligence gathering, decision-making, and mission execution.

Company Size

201-500

Company Stage

N/A

Total Funding

N/A

Headquarters

Reston, Virginia

Founded

1999

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Simplify's Take

What believers are saying

  • Booz Allen said defense revenue rose 14% in FY2025, supporting EverWatch-adjacent staffing.
  • Intelligence revenue rose 5% in FY2025, confirming demand for classified analytics and cyber talent.
  • Booz Allen still targets strong FY2026 defense and intelligence growth despite civil cuts.

What critics are saying

  • Booz Allen will cut 2,500 jobs in FY2026, pressuring overlapping EverWatch functions.
  • Treasury cancelled 31 Booz Allen contracts in January 2026 after IRS leak allegations.
  • NSA contract concentration created the 2022 DOJ suit; another loss would crush the franchise.

What makes Everwatch unique

  • EverWatch's classified software and signals-intelligence niche fits Booz Allen's 2022 acquisition thesis.
  • Its workforce remains deeply cleared, mission-specific, and embedded in NSA-style modeling programs.
  • Booz Allen’s 2026 defense and intelligence scale gives former EverWatch teams larger pursuit capacity.

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Benefits

Health Insurance

Relocation Assistance

Growth & Insights and Company News

Headcount

6 month growth

18%

1 year growth

18%

2 year growth

23%
Booz Allen Hamilton
Mar 16th, 2022
Booz Allen acquired Everwatch Solutions on Mar 16th 22'.

Booz Allen Hamilton (NYSE: BAH) today announced that it has entered into a definitive agreement to acquire EverWatch, a leading provider of advanced solutions to the defense and intelligence communities.