Machine Learning Engineer (Polygraph Required)

Sorry, this job was removed at 04:08 p.m. (CST) on Saturday, Aug 16, 2025
Easy Apply
Chantilly, VA, USA
In-Office
Software
The Role

About the Team

Here at BTI360, we’ve built a culture that’s passionate about developing software engineers. Software doesn't build itself. People do.  In fact, teams of people do.  That's why our primary focus is on developing better craftsmen, better teammates, and better technical leaders.  By putting people first, we're not just giving our teammates more opportunities to grow, we're also raising the bar of the software we ship. BTI360 previously has been voted 10 years in a row as a TOP Place to Work by the Washington Business Journal. 

Join us in transforming a manual content review process into a streamlined, self-service solution using Generative AI. We’re automating the review of resumes, presentations, and books by applying AI to classification and release rules—cutting down review time and increasing efficiency. If you’re excited about applying AI to make real-world processes faster and smarter, this mission is for you. 

What you will do in this role:

  • Build and deploy machine learning models using containerization and cloud services
  • Design and maintain data pipelines and model-serving infrastructure
  • Monitor model performance and ensure reliability in production environments
  • Collaborate with cross-functional teams to deliver end-to-end ML solutions
  • Work closely with teammates and stakeholders in a Lean Agile environment to build mission-critical production applications focused on data discovery and analysis
  • Participate in code reviews, system design discussions, and continuous improvement initiatives
  • Leverage modern build tools, testing frameworks, and CI/CD pipelines to ensure quality and delivery speed 

You may thrive in this role if you have the following skills:

  • Active TS/SCI with Polygraph
  • Strong Python development skills with experience in ML frameworks (e.g., scikit-learn, TensorFlow, PyTorch)
  • Experience deploying models with tools like Docker, Kubernetes, and cloud ML services
  • Ability to manage structured and unstructured data using SQL and scripting tools
  • Effective written and verbal communication skills necessary to perform job duties and collaborate with team members
  • Experience with source control (e.g. Git) and CI/CD pipeline tools such as AWS CodeBuild (preferred), Jenkins, GitLab CI, or GitHub Actions 

You may excel in this role if you have the following skills:

  • Hands-on experience with MLOps tools such as MLflow, SageMaker, or Kubeflow
  • Experience integrating models into software applications via APIs
  • Understanding of model governance, versioning, and interpretability practices
  • Familiarity with monitoring and observability stacks such as Prometheus/Grafana (preferred), CloudWatch, or ELK/EFK
  • Experience designing and implementing scalable, maintainable, and OOP based software in a containerized cloud environment (AWS preferred) leveraging foundational services for computing, identity management, and networking.
  • Contributions to open-source libraries or community projects or personal projects 

BTI360 benefits for full-time teammates

  • Fully paid healthcare premiums
  • Competitive salaries and performance bonuses
  • Career development and in-house training 
  • Continuing Education: $5,250.00 annually towards education 
  • Up to 5 weeks PTO plus 2 weeks of federal holidays 
  • 401K dollar for dollar matching up to 6% annually - vested immediately on day 1  
  • Giving Back: Serving communities locally and across the globe
  • Social Events (happy hours, golf tournament, BTI360 Family Festival and more)

Commitment to Fairness and Inclusion

At BTI360, we believe that unlocking the potential of others is not just a mission—it's the heart of our culture. We are committed to fostering an inclusive environment where every individual can grow each day, lead with humility, and do the right thing. Our core values guide us in developing software that makes a difference, primarily serving national security customers in the Washington, DC metropolitan area.

We are an Equal Opportunity Employer. We do not discriminate against any employee or applicant based on race, color, religion, gender, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other legally protected characteristics. We celebrate fairness and are dedicated to creating an environment of mutual respect and inclusion where everyone can bring their true selves to work.

Join us in a workplace where your contributions are valued, your growth is encouraged, and your potential is unlocked. Together, we develop great software fast and deliver exceptional solutions for our customers.

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The Company
Herndon, VA
342 Employees
Year Founded: 2004

What We Do

BTI360 is a software development company based in the Washington DC area that provides big data software solutions to clients in the federal government. Over the past decade, we have optimized our craft around niche areas in Distributed Search, Machine Learning, and Cloud Engineering. Our solutions help mission users spend less time combing through content and more time developing insights. BTI360 offers a tight knit, open culture focused on developing our team. From the beginning our founders believed that if you invest in great people, great things will happen. We regularly invest in developing our team's technical and leadership skills through a blend of code katas, targeted trainings, and conferences. Our philosophy is simple: attract the best engineers, invest in their growth, and empower them to lead ideas that make a lasting impact.

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