Expert Embedded Radar ML Engineer
Aptiv — Krakow, PL
- Published on
About the Role
Aptiv offers the opportunity to work in a challenging technical environment, collaborating with an international team to develop new sensors and applications that define future automotive technology.
In this role, you will apply the latest radar and AI/ML technologies developed by Aptiv for its newest radar sensor generations on an embedded platform.
Your Role
- Develop artificial intelligence (AI) focused perception systems.
- Implement Aptiv's latest Radar ML technology in embedded devices, ensuring proper interfaces and real-time integration of algorithms for AI SoCs.
- Develop and apply tools enabling related activities.
- Support hardware selection processes, becoming the company expert for AI SoCs.
- Communicate effectively with algorithm experts, system developers, and embedded experts both within Aptiv and with external suppliers.
Your Background
- Master’s or Ph.D. in science, technology, physics, engineering, mathematics, or a related field.
- At least 2 years of proven experience in embedded software development.
- Strong programming skills in C, C++, and Python.
- Experience with code optimization, fixed point implementation, quantization, instruction sets, and memory architectures, including FPGA, DSP, and AI processors.
- Good analytical skills and a solid mathematical foundation.
- General knowledge of perception and machine learning algorithms.
Nice to Have
- Experience with Texas Instruments Hardware (TDA4) and Deep Learning Software Library (TIDL).
- Background in developing deep learning algorithms from a scientific or professional standpoint.
- Team software development experience.
- Knowledge of the automotive industry, particularly with ADAS/AD systems.
- Academic publications or authorship in related fields.
Company Culture and Benefits
At Aptiv, we prioritize inclusivity and provide an environment where individuals can grow and develop irrespective of gender or ethnicity. We are committed to safety, striving for a world of zero fatalities and accidents.
Your benefits include:
- Private health care and life insurance for you and your loved ones.
- Well-Being Program featuring webinars, workshops, and networking events.
- Hybrid work arrangements allowing for a minimum of 47 remote work days per year and flexible hours.
- Employee Pension Plan with an additional 3.5% paid by Aptiv on each gross salary.
- Access to sports groups and a Multisport card.
Apply today and join us in making a difference!