As an AI/ML Data Engineer at Aptiv, you will join our AI/ML Data Engineering team in Krakow, developing innovative data processing solutions that support advanced automotive technologies. You will design and implement algorithms and automated data pipelines to process large volumes of sensor data, including LiDAR and camera inputs. Working with cloud-based platforms and machine learning technologies, you will help transform raw data into high-quality datasets used to train and improve AI/ML models. Your work will directly contribute to the development of reliable perception systems and advanced driver assistance technologies.
Roles and Responsibilities- Develop and maintain automated data pipelines for extracting, transforming, and loading AI/ML data into cloud-based platforms and tools.
- Design and implement data processing algorithms and tools to handle large-scale datasets collected from LiDAR, cameras, and other automotive sensors.
- Develop and optimize Python-based solutions for data processing, analysis, and integration with machine learning workflows.
- Implement data quality metrics, validation methods, and automated processes to ensure the accuracy and reliability of datasets.
- Support machine learning model development by preparing, enriching, and analyzing training and reference (ground truth) data.
- Develop and maintain APIs and data processing tools to organize, clean, and manage raw and processed datasets.
- Collaborate with engineering and AI/ML teams to improve data processing efficiency, optimize workflows, and support the deployment of solutions in cloud environments.
Your Background- Bachelor's or Master's degree in Data Science, Computer Science, Robotics, Engineering, or a related technical field.
- Strong Python programming skills, with knowledge of software development principles and algorithm design.
- Understanding of data analytics, machine learning concepts, statistical methods, and data science fundamentals.
- Knowledge of C++ and experience working with data processing algorithms.
- Familiarity with scripting and query languages, such as Bash and SQL, is an advantage.
- Knowledge of cloud environments such as AWS or Azure, as well as containerization technologies including Docker and Kubernetes, is a plus.
- Experience working with large datasets, particularly LiDAR or camera sensor data, is considered an advantage.
- Why join Aptiv?
- You grow at Aptiv. Aptiv's winning culture is global by design. We bring together diverse perspectives, cultures, and business contexts to solve our customers' toughest challenges. In this environment, every individual can grow, lead, and make an impact, regardless of background, because inclusion fuels how we innovate and win.
- You make an impact at Aptiv. One of the strengths of humanity is our drive to progress, to improve, to achieve more tomorrow than we did yesterday. People need solutions they can trust when it matters most. At Aptiv, you are building those solutions every day.
- You have support at Aptiv. We ensure you have the resources and support you need to take care of your family, your physical health, and your mental health with a competitive benefits package.
Your Benefits at Aptiv- Private health care and life insurance for you and your loved ones.
- Well-Being Program, including regular webinars, workshops, and networking events.
- Hybrid work arrangements and flexible working hours, in accordance with company policy.
- Employee Pension Plan with an additional employer contribution of 3.5% of gross salary.
- Access to sports groups and Multisport card.
Meet the Next-Generation AptivAt Aptiv, we deliver innovative solutions that people trust when it matters most.
Progress is never static. It is about reaching further, exploring new possibilities, and enabling mobility. Aptiv empowers customers to create solutions people rely on-advancing safety and autonomy in Automotive and Commercial Vehicles, enabling mission-critical performance in Aerospace & Defense, and powering intelligent systems across Energy, Enterprise, and Telecommunications. We also drive precision and efficiency in Industrials & Robotics and support life-critical innovation in Medical technologies.
Guided by our winning culture and values to Think & Act Like Owners, as One Team, and Play to Win, we turn commitment into results and achieve more together.
Join Us to Deliver Innovative Solutions That People Trust!#LI-PT2
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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.
