Data Scientist
Seoul - South Korea
Job Summary
1. Methodology and Universe Studies:
- Design and manage universe studies including project management.
- Document methodologies for transparency and provide clear explanations of existing methods.
- Review results of universe studies and insert changes in the POS Manager.
- Conduct impact analysis of universe studies.
- Design and simulate extrapolation setups for new panels and sign off on the designs.
2. Quality Assurance:
- Optimize panel samples through shop contribution analysis and MDQC(Market Data Quality Check) outlier detection
- Ensure target sample requirements are consistently met
- Identify and resolve data issues (e.g. inactive shops low sales performance)
- Detect systemic methodological issues and drive end-to-end remediation plans
3. Modeling and Extrapolation:
- Develop and maintain advanced models for missing retailers outside core systems
- Support system integration of models and transition ownership to Stat Ops
- Lead new country/channel setups including: Channel definition validation Universe and sample design Clear implementation guidelines
4. Quality Monitoring:
- Resolve complex (Level 2) methodology-related queries
- Monitor KPIs related to panel health and data quality
- Conduct root cause analysis (RCA) across key areas: Samples Missing retailers Universes Copy shops MDQC(Market Data Quality Check) / extrapolation issues
Qualifications :
- Bachelors degree or above in Statistics Data Science Mathematics Economics Business Industrial Engineering or a related field
- Strong analytical and problem-solving skills.
- Proficiency in statistical modeling and data analysis.
- Experience with quality assurance and sample optimization.
- Ability to document and explain complex methodologies clearly.
- Familiarity with KPI monitoring and root cause analysis.
- Excellent communication and organizational skills.
- Ability to work independently and as part of a team.
- Knowing production processes for PoS
- Extensive experience of working in an international environment
- Strong quality orientation and solution driven
- Strong command of the English language
- Extensive experience within Panel Quality value chain
- High knowledge about all PoS (RMS) value chains
Additional Information :
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
NIQ may utilize artificial intelligence (AI) tools at various stages of the recruitment process including résumé screening candidate assessments interview scheduling job matching communication support and certain administrative tasks that help streamline workflows. These tools are intended to improve efficiency and support fair and consistent evaluation based on job-related criteria. All use of AI is governed by NIQs principles of fairness transparency human oversight and inclusion. Final hiring decisions are made exclusively by humans. NIQ regularly reviews its AI tools to help mitigate bias and ensure compliance with applicable laws and regulations. If you have questions require accommodations or wish to request human review were permitted by law please contact your local HR representative. For more information please visit NIQs AI Safety Policies and Guiding Principles: NIQ
NIQ is the worlds leading consumer intelligence company delivering the most complete understanding of consumer buying behavior and revealing new pathways to 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 insightsdelivered with advanced analytics through state-of-the-art platformsNIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100 markets covering more than 90% of the worlds population.
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Our commitment to Diversity Equity and Inclusion
At NIQ we are steadfast in our commitment to fostering an inclusive workplace that mirrors the rich diversity of the communities and markets we serve. We believe that embracing a wide range of perspectives drives innovation and excellence. All employment decisions at NIQ are made without regard to race color religion sex (including pregnancy sexual orientation or gender identity) national origin age disability genetic information marital status veteran status or any other characteristic protected by applicable laws. We invite individuals who share our dedication to inclusivity and equity to join us in making a meaningful impact. To learn more about our ongoing efforts in diversity and inclusion please visit the Work :
No
Employment Type :
Full-time
About Company
NIQ is the worlds 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 holi ... View more