Senior AI Research Scientist- Time-Series Foundational Models
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From Bosch’s original posting
Job Description: Job Responsibilites: • Develop and lead research of AI projects that label, predict, classify, cluster, describe and fuse multi-sensor data (including acoustic, telemetry timeseries signals, vibration, radar, lidar, image, Wi-Fi, and ultrasound data), to improve / enable advance driver assistance system (ADAS) functionality in vehicles and AI functionalities in other Bosch products. • Architect, design and validate multi-modal deep learning and Timeseries Foundation Models (TSFM) to work with multivariate time series signals. Must have a grasp of both low and high frequency models. • Integrate and extend timeseries models to leverage information from other auxiliary modalities such as videos and images to enhance context understanding. • Offer expert insights to the management team in relevant technology sectors, aiding in strategic planning, R&D trajectory, and investment decisions. • Stay abreast of the latest technological innovations, document and disseminate research findings through high-caliber publications and/or patent submissions. Qualifications: Basic Qualifications • Ph.D. in Computer Science, Electrical Engineering, Information Technology or a related…
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