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.