Research Scientist - Computer Vision and Machine Learning in Pittsburgh, PA

$100K - $150K(Ladders Estimates)

Robert Bosch   •  

Pittsburgh, PA 15286

Industry: Technical Services

  •  

Less than 5 years

Posted 52 days ago

Company Description


The Bosch Research and Technology Center (RTC) in Pittsburgh, PA is focused on the research and development of cutting-edge technologies that will shape the future of the company's products. Specifically, our lab works in the fast-paced field of the Internet of Things and Services (IoTS) - an exciting combination of business, technology and user experience that is driven by the rapid development of connectivity, mobile computing, social networks, and Big Data analytics.


Job Description


Responsibilities and Tasks:

  • Lead research efforts in developing computer vision/machine learning capabilities for novel Human AI collaboration/interaction mechanisms
  • Perform world-wide scouting around people-AI partnership research trends in academia and industries to shape Bosch's research efforts in human-centric machine intelligence
  • Perform cutting-edge research to accelerate Bosch's data-driven AI efforts (e.g., utilize existing computer vision/machine learning algorithms themselves to further expedite large-scale crowdsourced data annotations for improving perception tasks such as semantic segmentation, pedestrian detection/tracking, object annotation on LIDAR for Autonomous Driving)
  • Work with international research teams and business unit partners to elicit requirements, propose technical directions, develop/prototype solutions, and transfer the results to the business units as a next generation product
  • Generate high quality patents and/or academic publications in the areas of applied ML, computer vision and human computer interaction (e.g. CVPR, ECCV, ICCV, CHI etc.)
  • Collaborate closely with top-tier research universities in the US (e.g. CMU, MIT, University of California Berkeley) to help bring cutting-edge R&D results out of the lab and into the market
  • Work with global software development teams in various countries such as India, Mexico and Vietnam to help drive innovative research ideas into products with business impact for Bosch


Qualifications


Basic Qualifications

  • Ph.D. in Computer Science/Electrical Engineering focusing on Computer Vision, Machine Learning, or Human Computer Interaction
  • 2+ years experience in with state-of-the-art deep learning frameworks such as TensorFlow, PyTorch and/or Caffee for practical deployments (industry experience required)



Preferred Qualifications

  • Proven track record in producing high quality research in the area of large-scale computer vision/machine learning (as evident from top-tier publications/patents)
  • Experience in Autonomous Driving a plus
  • Experience in advanced research at the intersection computer vision and crowdsourcing will be a big plus
  • Proficient at communicating complex ideas and assessments to both technical and non-subject matter expert audiences



Additional Information


BOSCH is a proud supporter of STEM (Science, Technology, Engineering & Mathematics) Initiatives

  • FIRST Robotics (For Inspiration and Recognition of Science and Technology)
  • AWIM (A World In Motion)


Valid Through: 2019-10-18