Expert Data Scientist - Machine Learning
Responsibilities:
Leading research and development of new technologies related to data mining and big data
Design and implementation of solid and robust solutions for data mining, analysis and management of big data
Defining metrics for quantification of performance of next generation vehicle software systems
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 characterization and analysis of big data sets
Enhancing data collection procedures to include information that is relevant for building analytic systems
Extending company’s data with third party sources of information when needed
Presenting results in a clear and understandable manner
Research and development of new technologies related to big data
Controlling the performance of innovations through trials
Writing technical and scientific documentation
Participation in project meetings
Continuous developing of professional qualifications
Co-operation with remote Advanced Engineering teams
Accomplishing tasks in accordance to AS&UX and TCK quality standards and schedules
Major Requirements:
M.Sc. degree in computer science or related
Knowledge of relational and non-relational databases like PostgreSQL, MySQL, and MongoDB for data storage and retrieval.
Proficiency in a modern programming language, such as C++, Python, R (and their related data processing, Machine Learning, and visualization libraries)
Knowledge of Hadoop, Kafka and Spark
Ability to combine research and development skills
Experience in artificial intelligence and machine learning
Practical experience in data science, data mining, statistics, and analysis of large data sets
Experience using data modeling tools to visualize data
Oral and written communication skills
Why 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, 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.
Your Benefits at Aptiv:
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
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
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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.