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Machine Learning Software Engineer

PCI | Fort Meade MD 20755 USA | Full Time | Posted: 08/18/2019

Job Descriptiontop

Clearance Required: Top Secret with FS Polygraph

PCI is seeking a Software Engineer for our autonomous cyber defense research team. In this position, you will conduct novel machine learning research in autonomous cyber defense and experiment with reinforcement learning, deep learning, and deep reinforcement learning. As a member of this team you will utilize image information from a network simulation as input to various deep reinforcement learning algorithms, modeling this and other game information using convolutional neural networks (CNN), recurrent neural networks (RCC), long-short term memory (LSTM), and generative adversarial networks (GAN). You’ll experiment with numerous deep reinforcement learning algorithms including Q-Networks, Policy Gradient methods, Proximal Policy Optimization, and Actor-Critic methods.

A Bachelor’s degree in Computer Science or related discipline.
Seven (7) years of experience as a Software Engineer.
Experience using many of the following: Python, Tensorflow, PyTorch, OpenAI Gym, Jupyter Notebook, Flora-2, NetworkX.

Job Detailstop

Location Fort Meade, MD, 20755, United States
Categories Computer Software, Engineering, Research and Analyst
Sec Clearances Top Secret/SCI with Full-scope Polygraph

Location Maptop

Contact Informationtop

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Primary Phone 443-393-6867
Job Code VML