APTIV

ML Algorithm Development Engineer

Posted 5 Days Ago

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Kraków, Małopolskie

Entry level

Automotive

The Role

The ML Algorithm Development Engineer will develop and tune algorithms for environment estimation and classification using C++, Python, and Matlab. Responsibilities include testing, performance tuning, unit tests, and collaborating with cross-functional teams while utilizing machine learning techniques.

Summary Generated by Built In

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!
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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.