- Design and execute experiments for few and low shot approaches for overhead imagery
- 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
- Python skills
- Deep learning experience (pytorch preferred)
- 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.
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Computer Scientist TS/SCI with CI poly - Springfield, United States - TENICA Global Solutions
Description
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:
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.
Must Have
Good to Have
Nice to Have
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability.
