UX Researcher III

Job Title: UX Researcher III

Estimated Length: 1 year

Pay: DOE

Location: Mountain View, CA

Research Engineer Machine Learning Project is a fast-paced, project-focused innovation group. Projects are developed and executed at the intersection of ambitious science and an urgent user need or application. This Project is a new pico radar for touchless interaction and environmental awareness.  It understands and anticipates you, making everyday interactions simple and effortless. The goal of the project is to develop high-impact products that fundamentally rethink and improve interactions with our devices, creating intelligent machines that continuously understand the world around them.

 As part of this Project machine-learning team, you will design and implement state-of-the-art machine learning algorithms for radar-based interactive sensors. You will design, develop, debug, and evaluate custom machine-learning algorithms that will be applied across a range of products and use cases. You will work closely with the Soli team to improve algorithm performance and play an integral role enabling new state-of-the-art touchless interfaces.

3 Key Responsibilities This role will involve the following: -Design, develop, and evaluate novel machine learning algorithms for a custom radar sensor. -Train, debug, fine tune, and optimize machine learning algorithms to achieve the ultimate user experience. -Develop tools to help others train, test, and apply Soli machine learning algorithms to a range of products and applications.

Requirements - Master's or Ph.D. degree in Machine Learning, Computer Science or related technical discipline. - 3+ years experience in machine learning research for production systems. - Excellent Python/C/C++ programming skills. - Experience with a wide range of machine learning techniques, including at least one of the following: convolutional neural networks, generative adversarial networks, recurrent neural networks (LSTM, GRUs, etc.). - Solid foundation in computer science, with strong competencies in data structures, algorithms and software design. Nice to have's -Experience developing novel machine learning architectures for at least one of the following: radar, LIDAR, audio, video, image recognition, inertial sensors (accelerometers or gyroscopes), other related sensors. -Experience with Tensorflow or related machine learning libraries. -Track history of publications in leading machine learning and/or HCI journals. -Experience developing machine learning algorithms for interactive applications. -Desire to work in a creative flexible atmosphere on the edge of research and production. -Ability to communicate technical concepts clearly and effectively

Equal Opportunity Employer Minorities/Women/Veterans/Disabled
 

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Reference number US_EN_99_025107_11997825