Today
Top Secret/SCI
Unspecified
Unspecified
Construction/Facilities
Springfield, VA (On-Site/Office)
Springfield, VA/St. Louis, MO - Salary Range 100k-185k (TS/SCI)
Job Brief
We are looking for highly energetic, TS-SCI cleared, IT professionals who are interested in joining our seasoned team of technologists. We are focused on driving significant enhancements in the efficiency and effectiveness of enterprise-wide IT operations and performing routine O&M for an IC agency. The program itself supports a broad range of IT enterprise services for end-users around the globe, with smaller project teams that focus on particular areas (i.e. Platform as a Service, Application Services, Cloud Computing, High Performance Computing, API Management, etc.).
Responsibilities
Requirements
Desired Qualifications and Skills
#CJ
Job Brief
We are looking for highly energetic, TS-SCI cleared, IT professionals who are interested in joining our seasoned team of technologists. We are focused on driving significant enhancements in the efficiency and effectiveness of enterprise-wide IT operations and performing routine O&M for an IC agency. The program itself supports a broad range of IT enterprise services for end-users around the globe, with smaller project teams that focus on particular areas (i.e. Platform as a Service, Application Services, Cloud Computing, High Performance Computing, API Management, etc.).
Responsibilities
- 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.
Requirements
- 5+ years of relevant experience.
- Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models for segmentation and object detection tasks using satellite imagery.
- Professional experience building secure containerized Python applications including hardening, scanning, and automating builds using CI/CD pipelines.
- Experience using Python to query and retrieve imagery from S3 compliant APIs and perform common image preprocessing using libraries like Boto3 and NumPy.
- Experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) for object detection or segmentation tasks.
- Experience with version control systems such as Gitlab.
- Experience leveraging CUDA for GPU accelerated computing.
Desired Qualifications and Skills
- Experience with the HuggingFace Transformers library and hub.
- Experience with OpenShift and container orchestration within Kubernetes using Helm, Kubectl, Kustomize, or Operators.
- Experience with Vision Transformers (ViT) such as DINO or DeiT.
- Experience communicating methodological choices and model results.
- Experience with verification and validation test benches.
- Experience with Explainable AI (XAI) techniques.
- Experience with Open Neural Net Exchange (ONNX).
#CJ
group id: 91118461
