Senior AI Research Scientist - Time-Series Foundational Models

Bosch GroupSunnyvale

On-site Full-time

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Experience Level

Experience

Qualifications

Basic Qualifications:Ph. D. in Computer Science, Electrical Engineering, Information Technology, or a related field, or a Master’s degree with 2-3 years of relevant professional experience. Deep expertise in Time Series Foundation Models (beyond traditional forecasting tasks). Extensive experience in signal processing for sensor data and its integration with deep learning techniques. Proficient in Python and PyTorch, including libraries such as torchaudio, torchvision, and torchmetrics; familiarity with PyTorch Lightning is a plus. A robust publication record in esteemed venues such as ICASSP, NeurIPS, InterSpeech, ICML, ICLR, KDD, ICRA, CVPR, ICCV, ECCV, or equivalent contributions like patents or significant open-source projects. Excellent interpersonal, communication, and collaborative skills. Preferred Qualifications:3+ years of experience in industrial research. Experience with advanced driver assistance systems or related AI applications.

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.

About Bosch Group

The Bosch Research and Technology Center North America, with locations in Sunnyvale, California, Pittsburgh, Pennsylvania, and Cambridge, Massachusetts, is a key part of the global Bosch Group (www.bosch.com). Bosch is a leading player with over 70 billion euros in revenue and approximately 400,000 employees worldwide, offering a diverse range of products and services with a rich history of over 125 years. Our North American research center specializes in providing cutting-edge technologies and system solutions across various Bosch business sectors, focusing on artificial intelligence, energy technologies, internet technologies, circuit design, semiconductors, wireless systems, and advanced MEMS design. Our AI research in Silicon Valley emphasizes Foundation Models, Natural Language Processing, Computer Vision, Mixed Reality, Cloud Robotics, Big Data Visual Analytics, Explainable AI (XAI), Data Science, AI System Engineering, and Time-series Analysis, aiming to develop scalable, innovative solutions for the future.

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