Algorithm Developer

Why join Aptiv? You'll have the opportunity to work on cutting-edge applications, develop breakthrough technologies, and deliver innovative solutions to some of the world's leading automotive brands. See your work come to life on the road-helping make mobility safer, greener, and more connected. Ready to shape the future of mobility with us?

YOUR ROLE

In your daily job you will:

• Research and explore state-of-the-art sensor fusion and vehicle tracking technologies, including radar, camera, lidar and USS sensors
• Design, prototype and evaluate novel perception algorithms and methodologies, including advanced driver assistance systems (ADAS) and autonomous driving features
• Collaborate with global teams to develop and execute our perception technology roadmap
• Initiate and lead advanced research projects in autonomous vehicle perception
• Develop, integrate, test and deploy robust algorithms for internal and external customers
• Resolve complex perception challenges across diverse global programs
• Partner with downstream engineering teams to support L2+ and L3 autonomous driving systems
• Utilize mathematical modeling, statistical analysis, and machine learning techniques to create robust and efficient algorithms that meet performance and safety requirements.
• Collaborate with cross-functional teams to ensure alignment with automotive development practices and standards throughout the algorithm development lifecycle.
• Manage version control and continuous integration pipelines using Git and Jenkins to facilitate collaborative development and automated testing of algorithm software.
• Implement CI/CD best practices to ensure the stability, reliability, and repeatability of algorithm deployments.
• Design and implement robust error handling and fault tolerance mechanisms to ensure algorithmic reliability and safety in automotive systems.

• Bachelor's degree in Computer Science, Electrical Engineering or relevant filed
• 1+ years' experience in sensor fusion and object tracking
• Well understanding of tracking filters and data association algorithms
• Critical & proactive thinker with excellent problem-solving, communication and teamwork skills
• Well understanding of ASPICE
• Proficient in C++ and Matlab
• Experience with version control and issue tracking on large collaborative projects (Plastic, Git, Jira, Jenkins or similar)
• Flexibility to change to different perception tasks

• 3+ years' experience in sensor fusion and object tracking
• PhD in Engineering or relevant field
• Knowledge of vehicle dynamics
• Knowledge of Machine Learning
• Familiar with Python
• Experience with ROS
• Experience in code profiling and optimization
• Experience in DevOps tools

• 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.

• Private health care effective day 1 of employment
• Life and accident insurance
• Hybrid and flexible working hours
• Paid Time Off (Holidays, Vacation, Designated time off, Parental leave)
• Relocation assistance may be available
• Learning and development opportunities
• Discount programs with various manufacturers and retailers
• Recognition for innovation and excellence
• Opportunities to give back to the community
• Tuition Reimbursement