Develop and integrate advanced machine learning algorithms for automotive sensing. Collaborate with architects to create scalable solutions, participate in Agile development, and file patents to enhance the company's IP footprint. Contribute to a new CI/CD platform and maintain coding standards while debugging and troubleshooting software. Suitable candidates will have a Master's or PhD with 5+ years of experience in a relevant field.
FullStack Developer
Help shape the future of mobility.
Imagine a world with zero vehicle accidents, zero vehicle emissions, and wireless vehicle connectivity all around us. Every day, we move closer to making that world a reality. Aptiv’s passionate team of engineers and developers creates advanced safety systems, high-performance electrification solutions and data connectivity solutions so that automakers can bring advanced capabilities to more people around the globe. This is how we enable sustainable mobility and help to prevent accidents caused by human error.
Your Role
- Developing advanced machine learning algorithms for automotive exterior sensing from early prototype to platform integration ready.
- Relevant algorithmic problems include object detection and tracking, classification, segmentation, SLAM & structure-from-motion, Kalman filtering, & 3D reconstruction.
- Writing high quality, tested and efficient software in Python/Rust for our AI/ML SW Stack
- Defining continuously improving machine learning workflows based on best practices in the industry and establishing it within the team
- Filing patent applications to strengthen the Aptiv IP footprint
- Working in an Agile SW development team (SCRUM)
- Work closely with Architects and Developers to concept and design auto scaling solutions across the world.
- Be part of Development and Operations and help building and enhancing a new groundbreaking CI/CD platform hosted in multiple clouds.
- Participate in technical discussions with our Agile team.
- Follow coding standards and guidelines in SW development process
- Debugging, Troubleshooting and fixing bugs.
Your Background
Key ingredients for succeeding in this role are your:
- Master's degree 5+ years of relevant experience or PhD degree in computer science, electrical engineering or related field
- Hands-on experience building 2D or 3D object detection and/or tracking models
- Strong software development skills in Python. You have a passion for clean, well-tested, and documented code. Knowledge in Rust is a plus.
- Deep understanding of artificial intelligence, model building and evaluation
- Expert knowledge in at least one common ML framework ( PyTorch, Tensorflow …)
- Practical experience with Docker, version control systems (Git), and code review tools (Gerrit, Gitlab, Bitbucket).
- Self-reliant way of working and passion for learning about new technologies.
- Fluent in English. Excellent written and verbal communication skills & good interpersonal skills
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!
#LI-NB1
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
Python,Rust,Pytorch,Tensorflow,Docker,Git,Gerrit,Gitlab,Bitbucket
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