Expert Data Scientist - Machine Learning

About the Role

As an Expert Data Scientist - Machine Learning at Aptiv, you will be responsible for:

• Designing research and development of new technologies related to data mining and big data for vehicles autonomy in a product-oriented manner.
• Defining metrics for quantification of performance of next generation vehicle software systems and using those to improve those systems.
• Designing cloud services and applications for big data storage, processing, and analysis.
• Provision of estimates and insights regarding required and missing data and outlier analysis aimed at creating state-of-the-art machine learning-based solutions.
• Formal statistical characterization and analysis of big data sets.
• Enhancing data collection procedures to include information relevant for building analytic systems.
• Defining the newest machine learning and artificial intelligence models, features design, and training procedures.

About the Candidate

We expect candidates to have:

• A M.Sc. degree in computer science or a related field.
• Knowledge of relational and non-relational databases like PostgreSQL, MySQL, or MongoDB for data storage and retrieval.
• Proficiency in a modern programming language, such as Python or R, including their data processing, machine learning, and visualization libraries.
• Familiarity with data engineering, data science, and machine learning frameworks such as Hadoop, Kafka, Spark, Airflow or Kubeflow.
• Experience with cloud environments, like Azure or AWS, supporting AI/ML workflows and pipelines.
• Practical experience in data science, data mining, statistics, and analysis of large datasets.
• Good communication skills.

About the Company

Aptiv is committed to creating a safer world through innovation, with a strong focus on quality and safety. As part of our team, you will contribute to transformative technology in the automotive sector that supports zero fatalities and zero accidents.

Company Culture and Benefits

At Aptiv, we provide an inclusive environment where individuals can grow and develop, regardless of background. You will have access to:

• Private health care (Signal Iduna) and life insurance for you and your loved ones.
• A Well-Being Program that includes webinars, workshops, and networking events.
• Access to sports groups and a Multisport card.
• Hybrid work options (minimum 47 days/year of remote work and flexible hours).
• An Employee Pension Plan with contributions from the employer (+3.5% on each gross salary).

Why Join Us?

By joining Aptiv, you can have an impact in an empowering environment that values safety, health, and personal growth. Apply today, and together let's change tomorrow!