Computer Scientist TS/SCI CI poly

Department: Govt Customer-Springfield

Location: Springfield, VA

TS/SCI with CI poly required

You will work as part of a small development team.  There is a chance to collaborate on a daily basis, but the majority of the work is performed independently.  In this position, you and your team will:
• Design and execute experiments for few and low shot approaches for overhead imagery. Avenues of research include: self-supervised methods, generative adversarial approaches for domain transfer with synthetic imagery, methods for reducing supervision cost through alternative annotation types and networks.
• Design and execute experiments for general detector performance in overhead imagery. Implement and evaluate new network architectures/approaches from literature as necessary to maintain strong baseline performance.
• Create custom deep neural network components and new performance metrics as needed to support the above. Occasionally writing Python extensions and CUDA kernels in C++ for custom network components, evaluation metrics, etc...
• Maintain containerized execution environments for experiments across compute architectures (amd64, ppc64le) and domains using Docker and Singularity.
• Occasionally work to deploy models created by the team on various partner platforms for evaluation and feedback.
• Experience with Blender
 

Must Have
•             Python skills
Good to Have
•             Deep learning experience (pytorch preferred)
Nice to Have
•             Computer vision
•             Research experience
•             Learning new skills such as CUDA/containers/Blender as needed.
•             Experience with Blender
 

• The position is full time and funded
• Must have a current TS/SCI + CI poly.  
• Work is to be performed in Springfield, Virginia.  
• Limited telework.