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Machine Learning Engineer

1 month ago

Herndon, Virginia, United States ManTech Full time
Secure Our Nation, Ignite Your Future

Become an integral part of a diverse team at ManTech, an industry-leading organization where employees come first. As a Machine Learning Engineer, you'll help protect our national security while working on innovative projects that offer opportunities for advancement.

Key Responsibilities:
  • Develop, manage, and maintain machine learning models for real-time video analysis and processing.
  • Integrate object detection and tracking models into real-time video streams.
  • Collaborate with data scientists and cloud architects to optimize models for deployment on Google Cloud Platform (GCP).
  • Deploy, operationalize, and scale analytic and machine learning models and solutions based on those models.

Requirements:

  • Bachelor's degree in computer science, engineering, or mathematics, with 7 years of experience, or a master's degree with 5 years of experience.
  • Experience with computer vision techniques and tools, such as OpenCV and YOLO.
  • Proven ability to develop and deploy machine learning models specifically for video analysis.
  • Knowledge of GCP services, including BigQuery, Vertex AI, and Google Cloud Storage.

Preferred Qualifications:

  • Existing DHS or TS/SCI security clearance.
  • Master's degree or PhD in a related field.
  • Strong experience with MLOps practices on GCP, including model monitoring and maintenance.