Senior Engineer, Embedded Radar AI/ML
Are you ready to be at the forefront of innovation in the mobility revolution? Aptiv, a global technology leader, is on the lookout for an enthusiastic and accomplished Artificial Intelligence/Machine Learning Engineer to join our dynamic Artificial Intelligence, Machine Learning team. This is your chance to be part of something extraordinary. Join Aptiv and play a pivotal role in shaping the automotive industry's future. Be inspired, be challenged, and be a driving force behind the innovations that will redefine mobility.
In that role, you will work on key enabling technologies for ADAS and AD features.
Your Role:
•Development of artificial intelligence (AI) focused perception systems
•Bringing Aptivs latest Radar ML technology to embedded devices by defining proper interfaces, efficient implementation and real-time integration of algorithms for AI SoCs
•Develop and apply tools and methods enabling related activities
•Support hardware selection processes and become company expert for AI SoCs
•Interdisciplinary communication with algorithm experts, system developers and embedded experts from Aptiv and external suppliers
Your background
•Master or Ph.D. in science, technology, physics, engineering and mathematics or a related field
•Expert with proven background in embedded software development
•Must have strong programming skills in C, C++ including applying compiler and debugging methods
•Strong programming skills with python
•Experience with code optimization approaches, well understanding of memory dependencies
•Familiar with fixed point implementation and quantization
•Familiar with instruction sets and memory architectures, FPGA, DSP and AI processors
•Good analytical skills and a good mathematical background
•General knowledge about perception and machine learning algorithms
Nice to have:
•Experience with Texas Instruments Hardware (TDA4) and Deep Learning Software Library (TIDL)
•Experience in development of deep learning from scientific or professional background
•Experience developing software as part of a team
•Experience in automotive and with ADAS / AD
•Academic background on above experience, authorship on relevant literature
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:
- Hybrid and flexible working hours;
- Higher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);
- Life and accident insurance;
- Sodexo cards for food and beverages
- Well Being Program that includes regular workshops and networking events;
- EAP Employee Assistance;
- Access to fitness clubs (T&C apply);
- Creche facility for working parents;
Apply today, and together let’s change tomorrow!
Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates
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.
Top Skills
What We Do
Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility. #ItsOurMove
