Data Mining Research Engineer – Active LearningFor over a century the name "Bosch" has been associated with forward-looking technology and trailblazing inventions that have made history. Bosch does business all over the world and is active in the most wide-ranging sectors. Tasks * Research, develop and apply active learning methods in applications across various Bosch business domains (automotive, healthcare, industrial) * Collaborate with product management, marketing and engineering teams in Business Units to elicit & understand their requirement & challenges and develop potential solutions * Stay current with latest research and technology ideas; share knowledge by clearly articulating results and ideas through papers, presentations to research staff, management, and key decision makers. * Publish in relevant top journals and conferences, contribute to RB's patent portfolio Requirements * Strong background in at least one of the following: active learning, budgeted learning, bandit mechanisms, or experimental design * Strong programming experience in at least 2 of the following: Java, C++(STL), Python, Perl, Matlab, R, SPSS/SAS * Ph.D. or M.S. with at least 3 years of relevant work experience (Computer Science, Statistics, or related field) * Demonstrated ability to work both independently and within a team environment * Experience in Bayesian adaptive designs (desired) * Experience in validation of large scale machine learning systems (desired) Contact: John Racicot Recruiting Robert Bosch LLC 4005 Miranda Ave #200 Palo Alto, CA 94304 United States
