What are the responsibilities and job description for the Machine Learning Engineer position at Top Secret Clearance Jobs?
About the job Machine Learning Engineer
Top Secret Clearance Jobs is dedicated to helping those with the most exclusive security clearance find their next career opportunity and get interviews within 48 hours.
Machine Learning Engineer
Springfield, VA
Must Must have an Active TS / SCI Security Clearance
Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models to quickly perform segmentation and object detection tasks with limited training data using satellite imagery.
Demonstrated professional or academic experience building secure containerized Python applications to include hardening, scanning, automating builds using CI / CD pipelines.
Demonstrated professional or academic experience using Python to queryy and retrieve imagery from S3 compliant API's perform common image preprocessing such as chipping, augment, or conversion using common libraries like Boto3 and NumPy.
Demonstrated professional or academic experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) such as ResNet or U-Net for object detection or segmentation tasks using satellite imagery.
Demonstrated professional or academic experience with version control systems such as Gitlab.
Demonstrated experience leveraging CUDA for GPU accelerated computing.
Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.
Demonstrated experience with OpenShift and container orchestration within Kubernetes using Helm, Kubectl, Kustomize, or Operators.
Demonstrated experience with Vision Transformers (ViT) such as DINO or DeiT. - desired
Demonstrated academic or professional experience communicating methodological choices and model results.- desired
Demonstrated experience with verification and validation test benches.- desired
Demonstrated experience with Explainable AI (XAI) techniques.- desired
Demonstrated experience with Open Neural Net Exchange (ONNX).- desired
Bachelor or Master' Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree.
Progression Inn. is an affirmative action / equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, status as a protected veteran, or status as an individual with a disability.
