Machine Learning and Computer Vision Scientist IV
Malibu, CA, USA Req #470
Wednesday, January 27, 2021
Located in Malibu, California, HRL has been on the leading edge of technology, conducting pioneering research and advancing the state of the art.
BS or MS. in Computer Science, Electrical Engineering, Applied Math or related fields.
ESSENTIAL JOB FUNCTIONS:
Primary job function is to perform R & D in machine learning, deep learning, reinforcement learning, computer vision, simulation, and other areas. Tasks will include the development, simulation, evaluation, and implementation in software of machine learning and computer vision 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.
Over 5 years research experience in one or more of the following areas: machine learning, deep learning, reinforcement learning, unsupervised learning, computer vision, 2D and 3D object recognition. Application of machine learning and computer vision techniques to object detection, recognition and tracking, image/video captioning, activity recognition, problem solving, situation assessment, perception error recovery 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++, Python, JAVA, OpenCV, PCL, and/or Matlab/Simulink. Experience in using machine learning tools and packages (e.g., Caffe, Torch, TensorFlow).
KNOWLEDGE DESIRED: Expertise in Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Long short-term memory (LSTM) neural networks, recurrent neural networks and reinforcement learning. Expertise in computer vision, 2D or 3D object recognition, activity recognition, scene understanding and knowledge-based perception.
SPECIAL REQUIREMENTS: U.S. citizenship or permanent resident status required.
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 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.