ML Algorithm Development Engineer

We are looking to expand our development team responsible for designing and implementing algorithms for Advanced Driver-Assistance and Autonomous Driving systems.

The Team focuses on the topics of stationary objects estimation in the car path. With the design based on a Machine Learning technics.
 

Your Role:

• Development and tuning of algorithms for static environment estimation and classification

• Algorithm and Software design using C++

• Propose, develop and evaluate improvements for this software

• Testing and tuning of methods developed for improved performance

• Unit tests development

• Root cause identification and resolution of software issues detected on higher levels of verification

• Cooperate with other teams to ensure robustness across developed platform

• Work in cross functional team environment

• Utilizing state of the art ML technics and best practices for building ML models satisfying various constrains
   

Your Background:

• Msc degree in Engineering, Computer Science, Control, Automation and Robotics or similar

• Experience in machine learning approach to classification problems

• Expertise with deployment of ML onto a hardware constrained environment

• Programming experience in C++

• Proficiency in Python and Matlab

• Experience with version control and issue tracking on large collaborative projects (Plastic, Git, Jira, Jenkins or similar)

• Understanding of statistical estimation, signal processing, time filtering, tracking algorithms

• Industrial experience with ML solutions deployment

• Fluent use of spoken and written English
   

Nice to have:

• Experience with radar based detection/classification algorithms

• Experience in the application of driver assistance systems

• Understanding of planar and 3D geometry

• Experience with big scale projects

• A technology enthusiast and critical thinker with a knack for problem-solving

• Curiously investigate everything – ability to solving problems analytically, creatively and collaboratively
   

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

• Hybrid work (47 days of remote work per year) and flexible working hours

• Employee Pension Plan paid by the employer (you get + 3,5% on each gross salary)

• Access to sports groups and Multisport card
   

Apply today, and together let’s change tomorrow!
 #LI-BR1

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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.