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- Prototypes advanced analytics data products (models for business recommendations, segmentations, optimizations & statistical forecasts) across marketing, sales, pricing & logistics
- In order to create the relevant algorithms which can improve how the business operates – the data scientists follow a series of steps. This cycle represents the data scientist responsibilities
- Business Understanding - acquire understanding of the business problem with the help of business analyst, by asking the right questions
- Data Understanding – Lead the exploration of the data. In order to acquire knowledge which will contribute to the success of the models
- Modelling – Create hypothesis of which models could fit the data, test the different hypothesis, find optimal parameters
- Results – Data scientist will share prototype results and get feedback to have its model improved
- Cycle will be repeated until the maturity is enough to be accepted for business use
- Strong Background in both Computing and Statistics (academical and/or by experience)
- Unsupervised and Supervised models including tree-based models and linear models in Python, R & Pyspark. Experience with (Deep) Neural Networks and Bayesian modelling is Desirable
- Databases (ex. Oracle, AWS S3)
- Big Data platforms (ex. Databricks, GCP, Cloudera)
- Knowledge of Visualization tools is highly desirable (ex. such as Tableau, PowerBi, Qlikview)
- Soft skills include working well in teams, dealing with uncertainty and ambiguity, business acumen, communication (mostly data storytelling)
- Work-Life Balance and Modern Office in Barcelona Enjoy flexible working hours and a modern office environment in the vibrant city of Barcelona, combining professional excellence with a fulfilling lifestyle.
- Career Development Opportunities: Benefit from ZF's commitment to employee development through continuous learning programs, mentoring, and career advancement opportunities.
- Collaborative Environment: At ZF, you'll be part of a dynamic team where collaboration and knowledge-sharing are encouraged, fostering personal and professional growth.
Data Scientist - Barcelona, España - ZF Group
Descripción
Req ID Barcelona, Spain
About the Team
We are looking for a new colleague in the Global Commercial Excellence department of ZF Aftermarket.
ZF is continue growing its advanced analytics competencies near "Districte de la innovació" to rocket thrust data innovation forward in an environment ideal for technological breakthroughs, passion for the sciences, entrepreneurial mindsets, and excellent work-life balance. The aftermarket environment is undergoing a massive shift in electrified, connected, intelligent and shared mobility, and
What you can look forward to as Data Scientist (m/f/d)
Your profile as Data Scientist (m/f/d)
Why you should choose ZF?