Machine Learning Engineer Specialist

3 weeks ago


Springfield, Virginia, United States General Dynamics Information Technology Full time

Job Title: Machine Learning Engineer

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Location: On Site, St. Louis, MO

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Salary Range: $101,566 - $131,584 per year

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Description:

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We are seeking a highly skilled professional to join our team in support of our intelligence customer as a Machine Learning Engineer at General Dynamics Information Technology (GDIT).

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Key Responsibilities:

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  • Rapidly prototype containerized multimodal deep learning solutions and associated data pipelines to enable GeoAI capabilities for improving analytic workflows and addressing key intelligence questions.">
  • Implement State-of-the-Art (SOTA) Computer Vision (CV) and Vision Language Models (VLM) for conducting image retrieval, segmentation tasks, AI-assisted labeling, object detection, and visual question answering using geospatial datasets such as satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap.">
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Requirements:

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  • Bachelor or Master's Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree.">
  • 5+ years of experience in machine learning engineering with a focus on computer vision and deep learning.">
  • Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models.">
  • Demonstrated professional or academic experience building secure containerized Python applications using CI/CD pipelines.">
  • Demonstrated experience leveraging CUDA for GPU accelerated computing.">
  • Demonstrated experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) for object detection or segmentation tasks.">
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Benefits:

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  • Comprehensive health and wellness packages">
  • 401K with company match">
  • Internal mobility team dedicated to helping you own your career">
  • Professional growth opportunities including paid education and certifications">
  • Cutting-edge technology you can learn from">
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About the Role:

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The selected candidate will have the opportunity to work on cutting-edge projects utilizing state-of-the-art technologies.

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Why Work at GDIT:

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We offer a dynamic work environment that fosters innovation, collaboration, and professional growth.

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