Jobs · Engineering · Virginia

AI/ML Engineer Specialist

MANTECH · Arlington, VA · 2 wk ago
On-siteEngineeringFull-time

Responsibilities

  • Provides technical/management leadership on major tasks or technology assignments.
  • Establishes goals and plans that meet project objectives.
  • Directs and controls activities for a client, having overall responsibility for financial management, methods, and staffing to ensure that technical requirements are met.
  • Interacts with client and senior management.
  • Decisions made may have a critical impact on overall project implementation.
  • Develop and implement infrastructure for training, validating, and deploying machine learning models.
  • Create reusable components and libraries to accelerate AI/ML development and use of Generative AI capabilities.
  • Build model serving platforms for efficient inference.
  • Design systems for model monitoring and performance tracking.
  • Develop tools for model explainability and interpretability.
  • Optimize AI/ML algorithms for performance and scalability.

Requirements

  • Bachelor's degree in Computer Science, Statistics, Engineering or other related discipline, with 12+ years of experience.
  • 3+ years of software engineering experience with deep proficiency in Python.
  • Proven experience operationalizing Machine Learning models in production environments.
  • Hands-on experience with model evaluation, versioning, and CI/CD integration.
  • Strong API development skills.
  • Familiarity with MLOps frameworks such as AWS SageMaker, MLflow, Kubeflow, or Airflow.
  • Expertise in scalable model serving platforms such as TensorFlow Serving, TorchServe, or ONNX runtime.
  • Advanced knowledge of cloud platforms (e.g., AWS, Azure, or GCP) and DevOps practices including Terraform or Helm.

Qualifications

  • Master’s degree in Computer Science, Statistics, Engineering or other related discipline, with 14+ years of experience.
  • Experience with Kubernetes and deploying containerized ML services.
  • Experience utilizing Databricks or similar cloud-native ML tooling.
  • Foundational understanding of linear algebra, calculus, and numerical computation to support algorithm optimization.

Clearance Requirements

US Citizenship with a DoD Top Secret clearance.

Physical Requirements

Must be able to remain in a stationary position 50%. Frequently communicates with co-workers, management, and customers, which may involve delivering presentations.

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