If you're looking for a career-defining challenge in the software industry, Aptiv is the perfect place for you! We are one of the largest Automotive suppliers and one of the pioneering companies currently launching an autonomous driving platform into series production. As a fast growing technology company, Aptiv is always interested in hiring new, innovative talent. We offer the chance to work in a challenging technical environment where your research can be transformed into real products. The extraordinary site in Krakow is our most ambitious software hub where you will shape the future of mobility. Join our 3,000+ strong site to advance your career, grow and shape the future of mobility.
Your Role
- Bridge the gap between state-of-the-art AI and resource-constrained embedded systems, creating efficient solutions that bring autonomous driving applications to the edge.
- Work as part of an international team and learn from seasoned technical experts from around the globe to optimize and deploy machine learning applications to resource-constrained, safety-critical automotive embedded compute platforms.
- Apply various machine learning optimization techniques and lower level code optimization approaches to meet real-time requirements of autonomous driving applications.
- Integrate and try out your application in a test vehicle.
- Troubleshoot complex issues at the intersection of embedded systems and AI/ML technologies.
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Your Background
- Master or PhD degree in engineering or related field (e.g. physics, mathematics)
- Strong programming experience in Python for tooling as well as C/C++ for embedded software development - including debugging, testing, profiling, code optimization (runtime and memory)
- Applied experience in ML model optimization methods (e.g. quantization, pruning, graph surgery, low-rank approximation, knowledge distillation ...)
- Experience in machine learning frameworks (e.g. PyTorch) and model exchange formats (e.g. ONNX)
- Good analytical skills and a good mathematical background
Nice to have:
- Familiar with instruction set and memory architectures of general purpose (e.g. ARM) as well as vector processors (e.g. DSPs, AI accelerators)
- Experience with service-oriented architectures, multithreading and real-time operating systems is a bonus
- General knowledge about perception and ML algorithms
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.
- 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.
Your Benefits at Aptiv:
- Private health care (Signal Iduna) and Life insurance for you and your beloved ones
- Well-Being Program that includes regular webinars, workshops, and networking events
- Access to sports groups and Multisport card
- Hybrid work (min. 47 days/yr of remote work, flexible working hours)
- Employee Pension Plan paid by the employer (you get + 3,5% on each gross salary)
Apply today, and together let's change tomorrow!
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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.