Senior AI Research Scientist- Time-Series Foundational Models
Core
Develop and lead research on multi-modal deep learning and Time-Series Foundation Models (TSFM) to label, predict, classify, and fuse multi-sensor data for Advanced Driver Assistance Systems (ADAS) and other Bosch products.
Role type
Senior AI Research Scientist (Time-Series Foundational Models)
Builds
Scalable, intelligent, and trustworthy AIoT solutions for automated driving, robotics, and smart manufacturing.
Domain
Automotive AI, Time-Series Analysis, Multi-modal Deep Learning
Deliverable
production ML models
Required skills
Time Series Foundation Models (TSFM), signal processing for sensor data, deep learning integration, Python, PyTorch (torchaudio, torchvision, torchmetrics), PyTorch Lightning, academic publication record, strategic technology planning
Preferred skills
data-centric AI, synthetic data generation, agentic AI, Git, experiment tracking (MLFlow), high-performance computing (Slurm, LSF), team leadership and mentoring
Technologies
PyTorch, torchaudio, torchvision, torchmetrics, PyTorch Lightning, MLFlow, Slurm, LSF, VSCode, PyCham
