What are the responsibilities and job description for the Senior Radar ML Developer position at Aptiv?
#GPO
SHAPE THE FUTURE OF MOBILITY FROM DAY ONE.
This position is part of our Advanced Safety & User Experience segment.
Aptiv is one of the leading Automotive suppliers and the forefront of solving mobility's toughest challenges. With over 190.000 Employees in 45 countries 127 manufacturing facilities and 14 technical centers, we have the people, experience, know-how and confidence to turn ideas into solutions.
As a large technology company, we are looking for a new talent for one of our Tech Centers in CA, USA. We offer the chance to work in a challenging technical environment where science is transferred into real products. You work together with a phantastic, passionate young, international team of technical experts from around the globe to develop new sensors, algorithms, and platforms to shape the future of mobility.
Good perception is essential to extract the necessary information about the environment for autonomous vehicles. We are looking for a passionate radar engineer with a deep understanding for the technology. We are looking for a candidate that has capability and willingness to learn the latest deep learning techniques and to work with these techniques hands-on. Ideally, the candidate has previous experience in the field of machine learning and/or deep learning. The candidate shall combine these latest ML techniques with Aptiv's latest sensor technology to create market leading perception solutions. With the right spirit the candidate brings the necessary flexibility to support different global projects. With good communication skills and the right level of understanding, he is the ideal connection point to the radar teams at the location as well as to other machine learning teams.
Must Haves (Basic Qualifications):
- Master or Ph.D. in science, technology, physics, engineering and mathematics or a related field
- Excellent analytical skills and a good mathematical background with deep mathematical understanding
- Familiar with a modern programming language, such as C/C , CUDA, Python or Rust
- Experience in modern radar signal processing methods
Nice to Haves (Preferred Qualifications):
- Experience in the technical leadership of smaller teams
- Experience in developing software as part of a team
- Experience in machine learning and deep learning
- Experience in deep learning toolkits like Pytorch, Tensor Flow, etc.
- Experience in the field of real-time and embedded systems
- Autonomous driving or ADAS experience
- Proven track record of publications in relevant conferences (CVPR, NIPS, ICCV, ICRA, Fusion, ...)
- German language skills
Aptiv Rewards & Advantages
- Competitive compensation package including; Bonus Potential, Healthcare, Pension & TaxSaver schemes.
- 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.
- Meaningful work that makes a difference in the world.
Some see differences. We see perspectives that make us stronger.
Diversity and Inclusion are sources of innovation and creativity, both of which are essential to Aptiv's success. Everyday our diverse team comes together, drives innovation, pursues solutions, and meets challenges using their unique abilities, perspectives and talents, changing what tomorrow brings. When you join our team, you'll get encouraged to think boldly, express your viewpoint and innovate as a matter of habit.
Some see technology. We see a way to make connections.
At Aptiv, we don't just see the world differently; we work to change reality. That means developing technology that rewrites the rules of what's possible in the pursuit of making transportation safer, greener and more connected. Today there are more than 190,000 of us globally, located in 46 countries, and united by one mission. Join the movement and together, let's change tomorrow.
Salary Range: $98,000 - $18,000
*As a candidate for this position, your salary and will be contingent upon your work experience, education, skills and any other factors Aptiv considers relevant to the hiring decision.
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.
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.
We are an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, national origin, disability status, protected veteran status or any other characteristic protected by law.
Salary : $98,000 - $0