Scientist V - Machine Learning and Computer Vision
EDUCATION DESIRED: MS or Ph.D. in EE, Computer Science, 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 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.
EXPERIENCE DESIRED: 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,
We are proud to be an EEO/AA employer M/F/D/V. We maintain a drug-free workplace and perform pre-employment substance abuse testing.
- Pay Type Salary
- Malibu, CA, USA