Bosch USA · 1 day ago
Research Scientist – Multi-modal Sensing AI
Pittsburgh, PA
Full-time
Onsite
Mid, Senior Level
3+ years expBosch USA is a leader in technology and innovation, focusing on artificial intelligence and sensing technologies. The Research Scientist role involves developing multi-sensor data fusion projects and deep-learning models to enhance Bosch's product capabilities in various domains.
EnergyRenewable EnergyStaffing Agency
Hiring Manager
Joy Galia Meyouhas
Responsibilities
Develop and lead research projects focusing on multi-sensor data fusion, including acoustic, vibration, radar, lidar, image, Wi-Fi, time series, and ultrasound data, to improve sensing capabilities in autonomous driving vehicles, predictive maintenance in manufacturing processes, and next generation smart home devices, leading to enhanced safety, efficiency, and user experience
Design, build, train, evaluate multi-modal deep-learning models that leverage sensor signals, and work together with several business units within Bosch to transfer research artifacts into products and processes
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
Qualification
Required
Ph.D. in Computer Science, Electrical Engineering, Information Technology or a related discipline
In-depth experience in signal processing for sensor data and their integration with deep-learning methods
Proficiency in Python, PyTorch (including libraries such as torchaudio, torchvision, torchmetrics), familiarity with PyTorch Lightning
A strong publication record in relevant venues such as ICASSP, InterSpeech, WASPAA, SenSys, IPSN, ICCPS, ICML, ICLR, ICRA, CVPR, ICCV, ECCV, NeurIPS, or equivalent contributions to the field such as patents or significant open-source projects
Strong interpersonal, communication, and teamwork capabilities
Preferred
3+ years of experience in industrial research
Proficiency with version control systems (Git), integrated development environment (VSCode or PyCharm) and experience with experiment tracking tools (MLFlow)
Familiarity with high-performance computing (HPC) systems and job schedulers (Slurm, LSF)
Hands-on experience in product development in the above-mentioned areas for consumer/enterprise markets
Experience leading projects with small teams, demonstrating the ability to mentor junior researchers and interns, manage project timelines, and deliver results within time constraints
Company
Bosch USA
The Bosch Group’s strategic objective is to create solutions for a connected life.
10001+ employees
H1B Sponsorship
Bosch USA has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2021 (1)
2020 (9)
Funding
Current Stage
Late StageLeadership Team
Ulrike "Uli" Jaschek
CEO- Bosch Automotive Workshop Services LLC
Manuel Dietz
VP Bosch Digital | Regional CIO Americas
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