Staff Adas Ml Architect

**Your role**:
In that role you are able to work on key enabling technologies for ADAS and AD features.
- Responsibility for vehicle near and feature near development of ML based algorithms
- Understanding the impact of the complex ADAS / AD architecture and proposing / developing alternatives
- All over ownership on features developed in a big project context
- Nearly every day working directly with test and demonstrator vehicles

**Your background**:

- Master or Ph.D. in computer science, electrical engineering or related field
- Excellent analytical skills and a good mathematical background
- Expertise in ADAS system architecture and vehicle near development at least 10 years
- Professional experience with AI and machine learning development at least 5 years
- Very deep understanding in ADAS / AD software architecture and related vehicle behavior
- Ability to oversee a large system and still deep dive on relevant algorithms
- Communication expert, being able to break down complex context to accurate but easy to understand summaries
- Professional hands-on experience in most of the following:

- Perception, either CV or radar signal processing
- Sensor capabilities, specifications and its role in the system, deep understanding
- Deep learning and other modern machine learning methods and products in ADAS
- Object tracking and temporal fusion methods, SLAM, ADAS feature development
- Vehicle control and advanced testing and tuning for customer readiness
- ADAS market understanding and state of the art technology experience
- Experience with C/C++ and /or RUST, developer background
- Capability and willingness to act as test driver for closed-loop feature development
- Experience developing software as part of a team
- Familiar with Embedded AI and real-time and embedded systems
- Experience with deep learning toolkits

**Aptiv Benefits**:

- Our working style: flexible work environment
- Learning, professional growth and development in a world-recognized international environment.
- Access to internal & external training, coaching & certifications.
- Recognition for innovation and excellence.
- Opportunities to give back to the community

**Why join us?**
- 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

CA-UH

Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.

Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.