Senior AI Research Scientist- Time-Series Foundational Models
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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.
Requirements
Function: Research
Experience Level: Associate