Advanced Data Expert Scientist @ Aptiv
Why join Aptiv? You'll have the opportunity to work on cutting-edge applications, develop breakthrough technologies, and deliver innovative solutions to some of the world’s leading automotive brands. See your work come to life on the road—helping make mobility safer, greener, and more connected. Ready to shape the future of mobility with us?Your role:Designing research and development of new technologies related to data mining and big data for vehicles autonomy in product-oriented mannerDefining metrics for quantification of performance of next generation vehicle software systems and using those to improve those systemsDesigning 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 solutionsFormal statistical characterization and analysis of big data setsEnhancing data collection procedures to include information that is relevant for building analytic systemsDefining the newest machine learning and artificial intelligence models, features design and training procedures. Your background:Knowledge of relational and non-relational databases like PostgreSQL, MySQL, or MongoDB for data storage and retrievalM.Sc. degree in computer science or relatedProficiency 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 setsGood communication skillsWhy join us?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,…
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