Algorithm Developer
POL Krakow - Eng
Aptiv
Aptiv is a global technology company that develops safer, greener and more connected solutions, which enable the future of mobility.The potential of new mobility is immense. The power of mobility and increased connectivity to change the world is within reach. As we move toward an autonomous world, real progress means improved safety, higher connectivity and integration, and total reliability – no matter the time or the place.
Our Technical Center in Kraków is the largest R&D facility in Aptiv globally. More than 2,000 engineers contribute daily towards safer, greener and more connected mobility solutions, often, together with almost all global vehicle manufacturers. We, Aptiv’s Global Development Center for Radar Perception Software, are now looking for new members to join our fascinating journey towards more trustworthy software enabling different levels of ADAS/AD solutions in Kraków.
Our department is responsible for the development of radar perception software end-to-end, e.g., processing data received from sensors, generating object data, and estimating other important information in the surrounding environment. Our customers, as well as our internal stakeholders, then use our output to develop feature functions such as Autonomous Emergency Braking (AEB), Adaptive Cruise Control (ACC) and various levels of automated driving functionality.
Your Role:
We are looking for talented and experienced Algorithm Developers specialized in perception software development.
You will join our Radar Perception Division full of ambitious and highly competent developers at our site in Kraków.
Your daily tasks include:
Working in one of the Scrum teams on perception algorithms development
Evaluation and evolution of our market-leading perception software solutions
Investigation and adaptation of latest developments in technology and methodology into our solution stack
Development and integration of algorithms in C++ and Python
Quality assurance via design, requirement, and comprehensive verification and validation according to Aptiv process and industry standards
Continuous improvement of supporting factors, e.g., simulation tools and testing environment
Troubleshooting and issue resolution for ongoing programs and projects
Interaction with system & testing teams, customers, and project management
Your Background:
Minimum 1 year of ADAS/AD algorithm development experience.
Minimum 1 year experience in AI/ML, ideally in the ADAS/AD domain.
Hands-on experience with popular deep learning frameworks, e.g., PyTorch and TensorFlow.
Proven records with design and realization of neural networks.
Good understanding in radar perception software, radar signal processing, and/or statistics.
Solid understanding of ADAS feature functions, scenario-based evaluation, and testing of ADAS algorithm.
Good experience in C/C++ programming, MATLAB, and/or Python
Strong problem-solving skills and ability to learn.
Excellent communication, teamwork & social skills, goal-oriented and structured way of working.
Fluent in English written and verbal.
Your Benefits at Aptiv:
Private health care (Signal Iduna) and Life insurance for you and your loved ones
Well-Being Program that includes regular webinars, workshops, and networking events
Hybrid 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!
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.
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Deep Learning Machine Learning Matlab Privacy Python PyTorch R Radar R&D Scrum Statistics TensorFlow Testing
Perks/benefits: Career development Flex hours Health care Insurance
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