Embedded Ai/ml-soc (Bengaluru)

Embedded AI/ML-SOC Are you ready to be at the forefront of innovation in the mobility revolution Aptiv, a global technology leader, is on the lookout for an enthusiastic and accomplished Artificial Intelligence/Machine Learning Engineer to join our dynamic Artificial Intelligence, Machine Learning team. This is your chance to be part of something extraordinary. Join Aptiv and play a pivotal role in shaping the automotive industry's future. Be inspired, be challenged, and be a driving force behind the innovations that will redefine mobility. Your Role: - At Aptiv, we are dedicated to developing innovative solutions that make transportation safer, greener, and more connected. - As an Artificial Intelligence/Machine Learning Engineer, you will play a crucial role in advancing the capabilities of autonomous vehicles. - You will be responsible for designing and implementing machine learning models governing the planning and behavior aspects of autonomous driving systems. This is not just a job; it's an prospect to lead the charge in inventing cutting-edge tools that will redefine how our engineers work and shape the future of automotive technology. Your day to day will consist of the following: - Algorithm Implementation:Implement machine learning algorithms and AI models within embedded systems to enhance automotive software solutions. - Hardware Familiarity:Work with various hardware architectures, including FPGA, DSP, and AI processors, ensuring compatibility and optimization. - Fixed Point Implementation:Implement fixed-point solutions and quantization techniques to optimize algorithm performance on embedded platforms. - Collaborative Teamwork:Collaborate with cross-functional teams, including data scientists and machine learning engineers, to facilitate the deployment of AI models into production. - Vendor and Stakeholder Interactions:Engage in discussions with vendors, including major cloud providers, to align strategies and leverage cutting-edge technologies .