Software Engineer- Python with Security Clearance - Springfield, VA, United States - NewGen Technologies, Inc.

NewGen Technologies, Inc. Springfield, VA, United States

Found in: Dice One Red US C2 - 19 hours ago

Technology / Internet

Description

NewGen is seeking a Software Developer with an active TS/SCI with CI Poly to support a long-term IC customer
You will work as part of a small development team, 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 About Us:
NewGen is a technology consulting services company solving some of the public and private sectors' toughest challenges across Enterprise Management, Cyber Security and DevOps
By partnering with us, you will find opportunities that leverage and grow your technical abilities and offer you the flexibility you require
Join our talent network today
#CJ

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