Sr Manager Demand Planning Data Analysis

Adidas View all jobs

  • Shanghai
  • Permanent
  • Full-time
  • 1 day ago
Responsibilities:Business decision enablement
  • Establish sample data panel for sales, purchasing and inventory planning to enable scientific analytics by leveraging AI modelling or advanced data-driven analytical tools;
  • Conduct POC of advanced modelling on sales, purchasing and inventory forecasting;
  • Analyze planning data to identify risks and opportunities across buy, sell and inventory management.
  • Conduct holistic analysis of planning data to identify improvement areas in daily operations and processes.
  • Translate business questions and concerns into specific analytical questions that can be answered through data analysis.
  • Work with DNA to improve sell-out forecasting models and algorithms, including NOS and key franchise/category.
  • Support data-driven decision-making through structured analysis, clear insights and cross-functional collaboration.
Dashboard / reporting / Data foundation:
  • Work with DNA and technology teams to enhance the data foundation, elevate end-to-end data governance and quality, and unlock reporting and dashboards.
  • Drive data and reporting AI solutions to simplify daily work, support data-driven decision-making and enable ad-hoc analysis.
  • Deliver and enhance planning/forecasting tools or BI reporting solutions, champion improvements in data technology and AI applications, simplify communication and enable business decisions.
KPIs:
  • Control and steer all relevant Metrics and KPIs of Demand Planning data quality and accuracy, i.e. SP, OC, Sell out forecasting, Inventory Rolling, etc.
Key Contacts:
  • Finance (FP&A, Brand Finance)
  • DNA
  • SCM
  • Channels
  • Technology Teams
Knowledge, Skills and Abilities:
  • Strong knowledge of analytics, PowerBI and AI-driven data techniques, especially in data processing by SQL, Python, MATLAB, R, etc.
  • Solid statistical analysis skills (e.g., sampling/validation, causal analysis, outlier detection and back-trend testing). Apply AI-driven automation to develop data cleaning and reformatting scripts.
  • Passion for problem solving and business improvement.
  • Ability to manage complex situation and challenges
  • Good communication and negotiation skills
  • Strong business acumen and insights in sports or retail industry.
  • Ability to think end to end
  • Good English in both speaking and writing.
Educational Background/ Minimum requirements:
  • Qualified to Master’s Degree level or equivalent relevant experience
  • 5+ years of work experience in analytics and technology, with hands-on experience in data validation/quality, large-scale database administration and dashboarding/reporting.
  • 2-3 years project management experience

Adidas

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