Data Scientist
4 miesięcy temu
Company Description
Our commitment to Diversity, Equity, and Inclusion
NIQ is committed to reflecting the diversity of the clients, communities, and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products. We enthusiastically invite candidates who share that mission to join us.
We are proud to be an Equal Opportunity/Affirmative Action-Employer, making decisions without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability status, age, marital status, protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide.
Learn more about how we are driving diversity and inclusion in everything we do by visiting the NielsenIQ News Center:
NIQ or any of our subsidiaries will never ask you for money at any point of the recruitment or onboarding process.
Job Description
Mission
Work with GfK's Point of Sale / Media / third-party data to develop Data Science solutions for implementation and standardization in Big Data environments Screen the market for potential new / innovative Data Science approaches Actively share Data Science knowledge within Technology and Data networkResponsibilities
Design, develop, and implement Data Science and machine learning solutions in proofs of concept and prototypes (, notebooks, web applications) Contribute to Data Science projects by developing and implementing Data Science and machine learning models that are reproducible and well documented, and that follow prescribed coding guidelines Contribute to the development of Data Quality projects by being current with the latest trends in Data Quality, implementing viable new ideas, analyzing data, as well as by interpreting, visualizing, and presenting results Consult internal clients on Data Science and data quality related issues Present GfK’s Data Science expertise at conferences and workshops Create and improve methods and tools and contribute to best practices in the area of Data Science Participate in Communities of Practice Foster Data Science related knowledge exchange within GfK Support development of talent and organization of required trainings
Qualifications
Essential skills
Master or PhD degree that reflects strong statistical / mathematical / computer science skills Typically 2+ years of work experience Strong knowledge of statistical modeling and Data Science techniques (, outlier detection, sampling and weighting, regression, cluster analysis, predictive modeling) Solid knowledge of optimization and / or machine learning algorithms and / or deep learning algorithms Solid knowledge of Python and the respective development tools / IDEs (, Jupyter, PyCharm) Solid skills with regard to database handling, in particular SQL, NoSQL Basic understanding of Big Data ArchitecturesDesirable skills
Solid experience and working knowledge of the constantly evolving Data Science ecosystem and popular machine learning frameworks Experience with common software engineering practices and frameworks (version control, testing, agile development, Scrum) Familiarity with cloud computing environments (, GCP) and the productionizing machine learning models (, exposure as REST API, containerization, scalability, performance optimization)About you
Ability to estimate the complexity of a Data Science solution compared to value provided and to inform project planning Ability to work without supervision, help other team members with errors / tool setup and constantly strive to learn and improve Ability to think creatively in addressing analytical objectives Ability to translate and clearly communicate sophisticated analytical information to non-expert stakeholders Ability to fluidly communicate in an English business environment
Additional Information
Our Benefits
Flexible working environment Volunteer time off LinkedIn Learning Employee-Assistance-Program (EAP)About NIQ
NIQ is the world’s leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world’s population.
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Our commitment to Diversity, Equity, and Inclusion
NIQ is committed to reflecting the diversity of the clients, communities, and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products. We enthusiastically invite candidates who share that mission to join us. We are proud to be an Equal Opportunity/Affirmative Action-Employer, making decisions without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability status, age, marital status, protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center:
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