Machine Learning Scientist

Key Skills

Java Programming, Python Programming, C++, C Programming, SQL, Cloud computing, Scala Programming, Machine learning techniques, Data science techniques, MATLAB Programming, PyTorch, TensorFlow, R Programming

Job Description

Based in Southern California with locations in Malibu, Calabasas and Camarillo; HRL has been on the leading edge of technology, conducting pioneering research and advancing the state of the art.

ESSENTIAL JOB FUNCTIONS:

Perform research and development in machine learning, deep learning, reinforcement learning, computer vision and other areas relevant to robotics and autonomous systems. Tasks will include the development, simulation, evaluation, and implementation of machine learning and reinforcement learning algorithms applied to a variety of applications. Additional job functions include solving customer problems, writing invention disclosures, publishing papers, briefing customers, writing proposals and assisting in marketing HRL expertise.

EXPERIENCE DESIRED:

Research experience in one or more of the following areas: machine learning, deep learning, reinforcement learning, unsupervised learning, uncertainty quantification in machine learning, and decision making for autonomous systems. Experience developing innovative solutions based upon the application of relevant research results from a wide variety of sources. Familiarity with C/C++ or Python. Experience in using machine learning tools and packages (e.g., Caffe, PyTorch, TensorFlow, Sklearn), COTS reinforcement learning simulators (e.g. OpenAI, PettingZoo, etc.), and distributed software (e.g. Ray, Python multi-processing).

KNOWLEDGE DESIRED:

Expertise in Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks (GANs), recurrent neural networks, attention networks and reinforcement learning (RL). RL includes distributed, centralized and multi-agent algorithms.

EDUCATION DESIRED:

M.S. or Ph.D. in Computer Science, Applied Math or related fields.

SPECIAL REQUIREMENTS:

This position must meet Export Control compliance requirements, therefore a U.S. Person as defined by 22 C.F.R. § 120.15 is required. U.S. Person includes U.S. Citizen, lawful permanent resident, refugee, or asylee.

This position must meet Export Control compliance requirements, therefore a U.S. Person as defined by 22 C.F.R. § 120.15 is required. U.S. Person includes U.S. Citizen, lawful permanent resident, refugee, or asylee.

HRL offers a very competitive compensation and benefits package. Our Regular/Full Time benefits include medical, dental, vision, life insurance, 401K match, gym facilities, PTO, growth potential, and an exciting and challenging work environment.