Lead Data Scientist
Warsaw, Poland
NielsenIQ
Identify your next big move with the world's most comprehensive market research and consumer insights.Company Description
NielsenIQ is a consumer intelligence company that delivers the Full View™, the world’s most complete and clear understanding of consumer buying behavior that reveals new pathways to growth. Since 1923, NIQ has moved measurement forward for industries and economies across the globe. We are putting the brightest and most dedicated minds together to accelerate progress. Our diversity brings out the best in each other so we can leave a lasting legacy on the work that we do and the people that we do it with. NielsenIQ offers a range of products and services that leverage Machine Learning and Artificial Intelligence to provide insights into consumer behavior and market trends. This position opens the opportunity to apply the latest state of the art in AI/ML and data science to global and key strategic projects.
Job Description
Job Purpose: As a Lead Data Scientist within the Data Science Methods team in the NIQ Product organization, you will drive definition and support of new products and methods development, and improvement initiatives. This position focuses on innovation in data processing methods for retail measurement and automation of existing statistical procedures.
Job Responsibilities:
- Define, plan and execute analyses regarding innovation initiatives, methodology development, standards, and KPIs development and implementation.
- Prototype solutions and support pilot programs for R&D purposes, including trend analyses, representation/sampling, bias reduction, indirect estimation, data integration, automation, and generalization.
- Test-driven development of scalable data processing applications.
- Deliver high quality documentation of new methodologies and best practices.
- Collaborate with experienced Developers, Data Scientists, and Technology engineers.
- Support various Operations team as main users of our solutions.
- Engage with stakeholders on scope, execution, data exchange, and outcomes for assigned projects.
- Participate in multiple projects simultaneously.
Qualifications
Essential:
- B.S., Masters, or PhD degree in Statistics, Mathematics, Social Science, Operation Research, or other hard sciences (e.g., Engineering, Computer Science, Biology, Physics, etc.) with outstanding analytical expertise and strong technical skills.
- At least 5 years of relevant work experience.
- Extensive experience in trend analyses, multivariate statistics (parametric/non-parametric), sampling, bias reduction, indirect estimation, data aggregation techniques, automation, and generalization.
- High proficiency in Python programming language including data analysis and statistical packages (Pandas, NumPy, Scikit-Learn). Good familiarity with Python standard library, especially unittest and argparse modules.
- Experience with Spark or other big data processing solutions.
- Experience in machine learning.
- Experience with cloud computing and storage (MS Azure preferred).
- Experience with Docker and Linux command line.
- Ability to quickly manipulate, analyze, and interpret large data sources.
- Strong communication/writing skills with good English (working in a remote team with a global footprint).
Preferred:
- Experience in NIQ methodologies, data collection, platforms, research processes, and operations.
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.
For more information, visit NIQ.com
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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: https://nielseniq.com/global/en/news-center/diversity-inclusion
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Azure Big Data Biology Computer Science Data analysis Docker Engineering KPIs Linux Machine Learning Mathematics NumPy Pandas PhD Physics Python R R&D Research Scikit-learn Spark Statistics TDD
Perks/benefits: Career development Flex hours Flex vacation Startup environment
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