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Machine Learning Engineer - Polygraph Required

BTI360

Salary not specified
Sep 16, 2025
Herndon, VA, US
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BTI360 is a data discovery company using AI/ML to transform proprietary data into actionable insights. They are seeking a Senior Machine Learning Engineer to drive innovative solutions that apply advanced AI techniques to solve complex problems, making a tangible impact by leveraging cutting-edge technology, data, and a deep understanding of mission-driven challenges.

Requirements

  • Experience with source control (e.g. Git) and CI/CD pipeline tools such as AWS CodeBuild (preferred), Jenkins, GitLab CI, or GitHub Actions
  • 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
  • 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.
  • Hands-on experience with MLOps tools such as MLflow, SageMaker, or Kubeflow

Responsibilities

  • Work closely with teammates and stakeholders in a Lean Agile environment to build mission-critical 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
  • 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

Other

  • Active TS/SCI with Polygraph
  • Effective written and verbal communication skills necessary to perform job duties and collaborate with team members
  • Contributions to open-source libraries or community projects or personal projects
  • Experience integrating models into software applications via APIs
  • Understanding of model governance, versioning, and interpretability practices