About the job
Job Responsibilities:
- Lead and conduct pioneering research on AI initiatives that label, predict, classify, cluster, describe, and integrate multi-sensor data, including acoustic, telemetry time-series signals, vibration, radar, lidar, image, Wi-Fi, and ultrasound data, aimed at enhancing Advanced Driver Assistance Systems (ADAS) in vehicles and AI functionalities across various Bosch products.
- Design, architect, and validate multi-modal deep learning models and Time Series Foundation Models (TSFM) that effectively handle multivariate time-series signals, with proficiency in both low and high-frequency models.
- Enhance time-series models by integrating auxiliary modalities such as video and image data to improve contextual understanding.
- Provide expert insights to management regarding technological advancements, contributing to strategic planning, R&D direction, and investment decisions.
- Remain informed about cutting-edge technological developments, and document and share research findings through high-impact publications and patent applications.
