Aptiv

Algorithm Developer

Posted on: 5 Mar 2022

Troy, MI

Job Description

Aptiv's Advanced Safety group pioneered the sensors, software, and systems that empower Adaptive Cruise Control, Collision Warning, Emergency Brake Assist, and Lane Keeping systems widely available to consumers today; and we continue to stretch the technology envelope with 360-degree sensing and advanced algorithms piloting automated vehicles.

The Tracking and Sensor Fusion Team is located in our Troy, MI Tech Center.  We are looking for Automated Driving Algorithm Developers, who will be responsible for developing advanced sensor fusion and vehicle tracking algorithms within Aptiv that meet the requirement of L0-L3 autonomous driving system.

Responsibilities and Duties

Algorithm development for Tracking and Sensor Fusion

Design, integrate, test and release software/algorithm to internal and external customers

Algorithm validation and functional performance Improvement in various environments

Help resolve the challenging perception problems from different global programs

Collaborate with the downstream teams to support the L0-L3 autonomous driving system globally.

Must Have (Basic Qualifications)

Bachelor's, Master’s degree in Computer Science, Electrical Engineering or relevant filed or PhD in Engineering if no relevant experience

3+ years' experience in sensor fusion and object tracking

Well understanding of tracking filters, data association and machine learning algorithms

Critical & proactive thinker with excellent problem-solving, communication and teamwork skills

Well understanding of ASPICE

Basic knowledge of radar signal processing

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

Prefer to Have (Preferred Qualifications)

5+ years’ experience in Automated Driving algorithm design and implementation

Real-world L2 or higher level automated driving system development

Experience with Python and ROS

Knowledge of vehicle dynamics, numerical methods and statistic methods

Experience in code profiling and optimization

Traits We Seek

Curiously investigate everything – ability to solving problems analytically, creatively and collaboratively

Seriously execute V-cycle procedure – a mindset to develop safety electronics to enhance driving safety

Learn by doing – an entrepreneurial mindset that’s driven by hands-on experimentation

Embrace resilience – seeing every challenge as a learning opportunity and invitation to grow

Aptiv Rewards and Advantages

Competitive compensation with bonus potential

Competitive health benefits

401K with matching contribution

Learning and development opportunities

Discount programs with various manufacturers and retailers

Recognition for innovation and excellence

Opportunities to give back to the community

Meaningful work that makes a difference in the world

Relocation assistance (if applicable)

Visa sponsorship may be available for this position

Aptiv

Allen Park, MI

Aptiv is a global technology company, which designs and manufactures vehicle components, and provides electrical, electronic, and safety technology solutions to the automotive and commercial vehicle markets. The Company operates through two segments: Signal and Power Solutions segment designs, manufactures, and assembles vehicle's electrical architecture, including engineered component products, connectors, wiring assemblies and harnesses; and Advanced Safety and User Experience segment provides critical components, systems, and software development for passenger safety, security, comfort, and vehicle operation, including body controls, infotainment and connectivity systems, autonomous driving software and technologies, displays, and systems integration.

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