Embedded AI/ML-SOC

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 opportunity 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:
• Embedded Systems Development: Contribute to the design and development of embedded systems, with a primary focus on machine learning and artificial intelligence applications.
• Algorithm Implementation: Implement machine learning algorithms and AI models within embedded systems to enhance automotive software solutions.
• Performance Optimization: Apply code optimization techniques, ensuring efficient and optimized performance of embedded systems.
• 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.

• Key ingredients for succeeding in this role are your:
• Master or Ph.D. in Computer Science or related field
• #EXP[10-14]
• Expert with proven background in embedded software development (at least 3 years)
• Must have strong programming skills in C, C++ including applying compiler and debugging methods
• Experience with code optimization approaches, well understanding of memory dependencies
• Familiar with instruction sets and memory architectures, FPGA, DSP and AI processors
• General knowledge about perception and machine learning algorithms

• You can grow at Aptiv. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.
• You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.
• You have support. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.

• Hybrid and flexible working hours;
• Higher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);
• Life and accident insurance;
• Sodexo cards for food and beverages
• Well Being Program that includes regular workshops and networking events;
• EAP Employee Assistance;
• Access to fitness clubs (T&C apply);
• Creche facility for working parents;