Machine Learning

ROLE: Demand Analyst REPORTS TO: Demand Planning Manager LOCATION: Barcelona Hub THE ROLE: The Demand Analyst executes daily task and provide analysis to improve the forecast generated by the system and reduce the amount of manual touches by the...
ROLE: Demand Analyst

REPORTS TO: Demand Planning Manager

LOCATION: Barcelona Hub

THE ROLE:

The Demand Analyst executes daily task and provide analysis to improve the forecast generated by the system and reduce the amount of manual touches by the demand planner.

Key Success Measures

  • System Forecast error (MAPE90, MEPE 4-6) – measures the forecast error over a specific period.
  • % Forecast completeness – 2-year long range forecast.
  • System forecast SPP3 – evaluates the bias in the 3-month forecast by measuring the deviation from the actual demand over a 3-month period.
  • System forecast SPP1 – evaluates the bias in the 1-month forecast by measuring the deviation from actual demand over a 1-month period.

Core Responsibilities

  • Maintain and review segmentation in o9: setup parameters, run segmentation job, review segments assignment
  • Review system forecast output in o9, check largest deviations to detect potential technical or data issues, review Forecast Stability (Cycle on Cycle changes) and the Forecast Completeness, execute necessary corrections as part of monthly process
  • Ensure correctness of long-term system forecast disaggregation to consensus level and manage critical adjustments
  • Review output of o9 outlier correction, refine parameters, identify the need for additional manual history cleansing and take corrective actions
  • Analyze Machine Learning model performance, review impact of forecast drivers, flag driver quality gaps to BU team
  • Analyze Short-term model accuracy, root cause key gaps and introduce corrective actions
  • Analyze Long-term model accuracy, root cause key gaps and introduce corrective actions
  • Generate reports to support business analytics

Continuous Improvement

  • Use the processes, systems, and tools available to ensure all tasks are value add.
  • Identify improvement opportunities for the area of responsibility, raising these as appropriate and implementing successfully (where possible).

KEY INTERFACES

  • Data Scientists
  • Central Demand planners
  • Market planners

ESSENTIAL SKILLS & EXPERIENCE:

Degree (or equivalent work experience) in a Supply Chain discipline.

  • Strong analytical skills.
  • Knowledge in forecast modeling
  • Delivering results.
  • Working to deadlines.
  • Working as part of a team.
  • Coding experience is a plus

Our Benefits

Our competitive remuneration and perks will be matched with your experience and knowledge. As our Demand Analyst, some of the benefits you will be entitled to, are:

  • Flexibility (flexible working time and work from home up to 50%)
  • Ticket restaurant (daily diet for meals)
  • Company products / Access to the company shop
  • Health insurance

RECRUITMENT PROCESS

  • A screening call with the recruiters
  • A first online/in-person interview with hiring managers
  • A second interview (optionally)
  • Feedback, verbal offer
  • Hiring

About Coty

Coty is one of the world’s largest beauty companies with an iconic portfolio of brands across fragrance, color cosmetics, skincare, and body care. At Coty, we celebrate the entire human kaleidoscope and cultivate a culture of fearless kindness. Therefore, we are proud to be an equal opportunities employer. We do not discriminate against any candidate or employee and strive to be an open, inclusive, and diverse workplace where all employees can be their authentic self.

Join us in making over the world of beauty!

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