SCIENTIST IV - CS Machine Learning for Autonomous Systems
Located in Malibu, California, HRL has been on the leading edge of technology, conducting pioneering research and advancing the state of the art.
EDUCATION DESIRED: M.S. or PhD in Computer Engineering
ESSENTIAL JOB FUNCTIONS:
Primary job function is research software development of machine learning algorithms for autonomous vehicles. Must be efficient and capable to operate in dynamic research environment with rapidly evolving software. Task will include module research and development, module interface definition, system implementation, coordination across a large team for continuous integration, unit testing, machine learning training, sub-system test, overall system test in simulation and on real-vehicles, data capture and partitioning for complex scenarios.
Essential: software engineering for autonomous systems or similar complex systems, familiarity with simulation integration, training, and testing for autonomy. Primary development is in Python and C++. Knowledge of machine learning, motion planning, and experience with software verification are desired. Must be capable of writing clean, fast, reliable, testable, and highly scalable code.
Background in the following areas: Machine Learning, Python, C++, ROS, Docker, and Continuous Integration DevOps tools (GitLab/Pipelines). Desired knowledge of ML and AutoML tools including one or more of Tensorflow, Theano, PyTorch, Keras, and one or more of the following: auto-sklearn, auto-keras, auto-pytorch, tpot, H2O.ai. Desired knowledge of architectures and software AV stacks for ground, air, or underwater autonomous vehicles, robotic manipulator systems, software systems and development methods and methods for training and testing in simulation and with real vehicles.
ESSENTIAL PHYSICAL/MENTAL REQUIREMENTS: Good communication (verbal and written) skills, active participation in R & D team activities is required.
SPECIAL REQUIREMENTS: U.S. citizenship or permanent resident status required. Valid CA driver’s license required.
HRL offers a very competitive compensation and benefits package. Our benefits include medical, dental, vision, life insurance, 401K match, gym facilities, PTO, growth potential, and an exciting and challenging work environment.
HRL Laboratories is an Equal Employment Opportunity employer and does not discriminate in recruiting, hiring, training or promoting, on the basis of race, ethnicity, color, creed, religion, sex, sexual orientation, gender, gender identity, genetic information, national origin, physical or mental disability, pregnancy, medical condition, U.S. military or protected veteran status, union membership, or political affiliation. We maintain a drug-free workplace and perform pre-employment substance abuse testing.
- Pay Type Salary
- Malibu, CA, USA