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This role involves developing cutting-edge signal processing algorithms for Bosch Interior Sensing Solutions - Driver Monitoring System (DMS), and more. You'll be responsible for creating innovative systems that warns driver when they are distracted or impaired due to drowsiness and intoxication, You will work on taking the topic from concept to mass production, and inspiring a team of passionate technologists. The work will involve mix of signal processing and AI/ML model development for edge use-cases.Key Responsibilities: System Design and Development: Develop signal processing-AI/ML algorithms for interior sensing applications. Focus on signal processing, machine learning, algorithm design, and statistical methods to solve complex engineering challenges. Develop algorithms for edge application using knowledge of signal processing and machine learning/deep learning models Coding, Documentation, Unit Testing Systematic technical decision-making Work across multidisciplinary teams to deliver seamless and effective solutions. Technical Expertise: Strong in signal processing and algorithm development - FFTs, filter design, wavelets, etc. Strong theoretical understanding in linear algebra concepts such as vector space and sub-spaces Proficient in statistical signal processing concepts, including estimators, and statistical models Knowledge of machine learning and deep learning models for time-series data Extensive experience in optimizing and implementing algorithms for real-time processing on resource-constrained edge devices Advanced mathematical, analytical, and problem-solving Experience in data analysis and data visualization, creating insights from large and complex sensor datasets. Solid programming expertise in Python, Tensorflow/PyTorch, C++ Preferred Experience: Expertise in any of the following domain: Biomedical signal processing, Speech Signal processing, Wireless signal processing, Sensor signal processing, Computer Vision Machine Learning: Hands-on experience and intermediate to expert-level proficiency in ML, deep learning algorithms, and signal processing. Proficient in implementing signal processing algorithms in C/C++Education: Bachelor's or Master's degree in relevant fields such as Electronics, Instrumentation, or Telecommunication.Experience:4+ years of industry experience in related fields.
BTech / MTech in Electronics, Instrumentation, or Telecommunication.
10+
The Bosch Group is a leading global supplier of technology and services. It employs roughly 402,600 associates worldwide (as of December 31, 2021). The company generated sales of 78.7 billion euros in 2021. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology.
As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is "Invented for life."
Job ID: 146310989
