AIEngineer

About MBRDI: Mercedes-Benz Research and Development India (MBRDI), headquartered in Bengaluru with a satellite office in Pune, is the largest R&D center for Mercedes-Benz Group AG outside of Germany. Our mission is to drive innovation and excellence in automotive engineering, digitalization, and sustainable mobility solutions, shaping the future of mobility. Key Responsibilities: Design and Development:  Lead the end-to-end design, development, and implementation of robust AI/ML models (e.g., Deep Learning models for perception, prediction, and control) for production use in automotive platforms. Data Pipeline Management:  Develop and manage large-scale data pipelines for the collection, cleaning, annotation, and augmentation of complex automotive sensor data (e.g., LiDAR, RADAR, camera, ultrasonic) required for model training and validation. Model Optimization and Deployment:  Optimize ML models for performance, latency, and memory constraints on  Edge devices  and  automotive-grade Electronic Control Units (ECUs) , utilizing techniques like quantization, pruning, and hardware acceleration. Validation and Testing:  Collaborate with verification and validation (V&V) teams to rigorously test and evaluate AI models against safety-critical standards and real-world driving scenarios. System Integration:  Integrate developed AI software components with the vehicle’s operating system and other hardware/software subsystems, ensuring seamless functionality and reliability. Research and Innovation:  Stay abreast of the latest AI/ML research and automotive technologies, proactively proposing and prototyping innovative solutions to enhance product performance and features. Required Qualifications Experience: 3–5 years  of professional experience in developing and deploying AI/ML solutions, with a significant portion of this experience directly in the  automotive domain . Education:  Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Robotics, or a relat