---
title: 'Machine Learning Engineer at NT Concepts'
canonical: 'https://feeny.ai/job/machine-learning-engineer-nt-concepts-chantilly-1sxzj9e9jpxf'
type: 'job'
last_seen: '2026-09-11'
---

# Machine Learning Engineer at NT Concepts

- **Company:** NT Concepts
- **Location:** Chantilly, VA
- **Compensation:** $120k–$181k
- **Posted:** 2026-09-04
- **Last confirmed live:** 2026-09-11
- **Apply:** https://job-boards.greenhouse.io/ntconcepts/jobs/6183111004

## Job description

We are seeking a Machine Learning Engineer with a passion for building mission-critical capabilities to join our talent network. Working at NT Concepts means that you are part of an innovative, agile company dedicated to solving the most critical challenges in National Security. If meaningful work, initiative, creativity, and continuous self-improvement are important to your career, explore What's Next with us.

Mission Focus: Our machine learning teams bridge the gap between cutting-edge AI research and operational government missions. We are looking for engineers who can take machine learning and Computer Vision (CV) solutions from early research and prototyping all the way into stable, scalable production environments.

In this role, you will help design, build, and deploy automated ML workflows that directly support national security analysts and operators. We embrace modern agile practices, a DataOps/DevSecOps/MLOps ethos to "automate-first," and modern cloud-native architectures.

Clearance: Active TS/SCI required (CI Polygraph preferred or must be eligible to obtain)

Location/Flexibility: Vienna, VA / Chantilly, VA (Hybrid / Flexible Remote options available)

## Responsibilities

- Prototype to Production: Support the full machine learning lifecycle, taking computer vision models from experimentation and notebooks into containerized, high-throughput production microservices.
- Mission Alignment: Work closely with mission partners, domain experts, and technical teams to understand real-world operational challenges and translate them into practical ML requirements.
- MLOps & Pipeline Automation: Build, maintain, and optimize robust pipelines for data preparation, model training, validation, versioning, deployment, and monitoring using modern tools (such as MLflow, Kubeflow, and GitLab CI/CD).
- Model Development & Tuning: Train, fine-tune, and evaluate deep learning algorithms for computer vision tasks (e.g., object detection, classification, segmentation, tracking).
- System Integration: Collaborate with cross-functional software engineers and cloud architects to integrate ML models cleanly into larger enterprise systems and secure cloud infrastructures.
- Optimization & Governance: Optimize inference performance, apply secure coding practices, and monitor models for drift and reliability once deployed.

## Qualifications

- Clearance: Active TS/SCI clearance.
- Hands-On Experience: Demonstrated professional experience developing, testing, and deploying machine learning models into real-world or production environments.
- Deep Learning & CV: Strong programming skills in Python and hands-on experience with deep learning frameworks (primarily PyTorch, OpenCV, TensorFlow, or NumPy).
- ML Lifecycle & MLOps: Practical familiarity with containerization (Docker, Kubernetes) and ML lifecycle/pipeline platforms (e.g., MLflow, Kubeflow, AWS SageMaker).
- Cloud & DevOps Foundations: Familiarity working in cloud environments (AWS, Azure, or GCP) and modern development practices (Git, CI/CD pipelines, Agile methodologies).
- Customer & Mission Mindset: Ability to understand the end-user's mission objectives, iterate based on user feedback, and clearly communicate technical approaches.

Preferred / Desired Skills:

- Experience working within secure, air-gapped, or classified cloud environments (e.g., AWS GovCloud / C2S).
- Experience with synthetic data generation techniques or multi-modal models.
- Exposure to Large Language Models (LLMs) or generative AI workflows.
- Familiarity with distributed model training and GPU resource management.

Physical Requirements

- Prolonged periods sitting at a desk and working on a computer.
- Must be able to lift up to 10–15 pounds at times.

#JT

The pay range listed for this position reflects the wage or salary range NT Concepts expects to pay for this role at the time of posting. The compensation offered to a successful candidate within this range will be based on legitimate, job-related factors, including (but not limited to) the candidate's work location, education, knowledge, skills, competencies, and experience, as well as contract-specific affordability and organizational requirements.

Virginia Pay Range $120,336—$180,504 USD

## About NT Concepts

Founded in 1998 and headquartered in the Washington DC Metro area, NT Concepts is a private, mid-tier company with clients spanning the Intelligence and Defense communities. We deliver end-to-end ​data and technology solutions ​that advance the modernization, transformation, and automation of the national security mission—solutions with real impact developed in a strong engineering culture that encourages technical growth, leadership, and creative “big idea” problem-solving.

Employees are the core of NT Concepts. We understand that world-changing concepts happen in collaborative environments. We are a company where talented teams work together using innovation and expertise to solve our clients’ most critical challenges. Here, you’ll [gain competitive benefits](https://www.ntconcepts.com/careers/benefits-and-perks/), opportunities to bolster your skills and develop new abilities, and a company culture dedicated to support and service. In addition to our benefits program, we encourage our employees to take part in [#NTC_GivesBack](https://www.ntconcepts.com/company/giving-back/), which paves the way for positive social change.

If joining a stable company with strong professional growth opportunities resonates with you, and you seek vital, mission-driven projects (for some pretty cool clients) that use your specific talents, we’d love to have you move forward with us.

## About NT Concepts

## Company Overview
- **One-liner**: NT Concepts delivers next-generation, data-driven enterprise solutions and AI-powered capabilities to solve mission-critical challenges in national security for the Intelligence and Defense communities.
- **Entity Type**: Private (mid-tier, woman-owned)
- **Headquarters**: Vienna, Virginia, United States
- **Founded**: 1998
- **Founders**: Michele Bolos (CEO, Founder)

## Core Business
- **Primary industry/industries**: National Security, Defense, Intelligence, IT Services and IT Consulting
- **Target customers**: U.S. Department of Defense (DoD), Intelligence Community (IC), and Federal Civilian agencies (B2G)
- **Mission or purpose statement**: "To be a platform for good through exceptional customer service and solutions, a culture of innovation guided by core values, and lasting community impact. We are united in our commitment to use innovation and expertise to protect our nation's security." [topworkplaces.com](https://topworkplaces.com/company/nt-concepts/)

## Products & Services
- **AI-Powered Essentials**: Machine learning, data analytics, and decision-support tools that "sense, make sense, and act faster" across intelligence and defense workflows. [ntconcepts.com](https://www.ntconcepts.com/)
- **Resilient IP & Software Engineering**: Custom software development, cloud migration, and secure IP solutions for high-stakes operational environments.
- **Geospatial Information Systems (GIS)**: Geospatial expertise and ArcGIS enterprise solutions for mission planning and situational awareness.
- **Investigative Services**: Background investigations, operational support, and security clearance services for federal clients.

## Market Standing
- **Valuation/Market Cap**: Not publicly available (private company)
- **Key Metric**: Annual Revenue of ~$120M (2025 estimate) [linkedin.com](https://www.linkedin.com/company/ntconcepts)
- **Notable Investors/Partners**: Not publicly disclosed; key customers include DoD and IC agencies; recent contract win: $151B MDA SHIELD IDIQ contract (2025) [ntconcepts.com](https://www.ntconcepts.com/)
- **Growth Signals**: 147 employees with +0.7% monthly headcount growth; active job postings increased +33.3% monthly and +81.8% quarterly; appointed Mark Cabrey as CEO (2025) and Bhargavi Kodali as CIO to accelerate AI-enabled defense modernization.

## Competitive Advantages
- **Agility of a mid-tier company** combined with deep domain expertise in classified, high-tempo operations.
- **Woman-owned small business** status provides preferential contracting opportunities in federal procurement.
- **Established security clearance infrastructure** (Secret, TS/SCI, CI Poly) enabling rapid deployment of cleared talent.
- **Proven track record of contract wins** (e.g., MDA SHIELD IDIQ) and partnerships with prime integrators.

## Strategic Focus
- **AI-enabled defense modernization**: Accelerating adoption of machine learning, data analytics, and automation to disrupt adversary cycles.
- **Expanding into new mission areas**: Geospatial intelligence, cyber, and operational support.
- **Talent development**: Promoting from within, investing in certifications (AWS, Google, Microsoft), and fostering internal mobility.

## Why Work Here
- **Culture**: Rated 4.1/5.0 on employer review sites, with strong scores in culture (4.3) and work-life balance (4.1). Described as "unconventional, dynamic, and rapid innovation" with a focus on mission impact. [linkedin.com](https://www.linkedin.com/company/ntconcepts)
- **Remote/Hybrid Policy**: Telecommuting and flexible work arrangements available; 8 hours paid community service annually via #NTC_GivesBack.
- **Benefits**: Comprehensive medical/dental/vision with HSA/FSA, 4 weeks starting PTO, 11 paid holidays, paid parental leave, 401(k) with 4% matching (immediate vesting), full reimbursement for technical certifications, $5,250 annual tuition reimbursement, EAP, and casual environment with team outings. [ntconcepts.com](https://www.ntconcepts.com/join-us/)
- **Engineering Culture**: Emphasis on continuous mastery, mentorship, leadership training, Communities of Practice, and opportunities to publish or speak at conferences.

## Sources
1. [ntconcepts.com](https://www.ntconcepts.com/) – Official website, mission, tech portfolio, press releases
2. [linkedin.com](https://www.linkedin.com/company/ntconcepts) – Company details, financials, workforce, open positions
3. [topworkplaces.com](https://topworkplaces.com/company/nt-concepts/) – Mission, values, employee ratings
4. [apply.workable.com](https://apply.workable.com/ntconcepts/?lng=en) – Careers page, job openings

## Other roles at NT Concepts

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- [Operational Support Analyst](https://feeny.ai/job/operational-support-analyst-nt-concepts-heidelberg-v1hassy6zsdh) — Heidelberg, Germany
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- [Lead Systems Administrator](https://feeny.ai/job/lead-systems-administrator-nt-concepts-vienna-v9zskjm7hjnx) — Vienna, VA
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