Expert Data Scientist - Machine Learning

Your role:

• Designing research and development of new technologies related to data mining and big data for vehicles autonomy in 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 aiming at a creation of state-of-the-art machine learning based solutions
• Formal statistical characterization and analysis of big data sets
• Enhancing data collection procedures to include information that is relevant for building analytic systems
• Defining the newest machine learning and artificial intelligence models, features design and training procedures.

• M.Sc. degree in computer science or related
• 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 (and their related data processing, machine learning, and visualization libraries)
• Knowledge of tooling for data engineering, data science, and machine learning frameworks such as Hadoop, Kafka, Spark, Airflow or Kubeflow.
• Being familiar with cloud environments, such as Azure or AWS and services provided by them to support AI/ML workflows and pipelines.
• Practical experience in data science, data mining, statistics, and analysis of large data sets
• Good communication skills

• You can grow at Aptiv. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.
• You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.
• You have support. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.

• 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
• Access to sports groups and Multisport card
• Hybrid work (min. 47 days/yr of remote work, flexible working hours)
• Employee Pension Plan paid by the employer (you get + 3,5% on each gross salary)