Forecast Analyst
Listing reference: woolw_001342
Listing status: Under Review
Apply by: 13 October 2025
Position summary
Industry: Wholesale & Retail Trade
Job category: Other: FMCG, Retail, Wholesale and Supply Chain
Location: Western Cape
Contract: Permanent
EE position: No
Introduction
To investigate, analyse, and fine tune planning and forecasting parameters, while continuously
improving inputs for the Fashion, Beauty, and Home BU. These forecasting systems inform merchant
decisions, drive product buy volumes, and support effective stock allocation and replenishment to
stores.
Job description
Parameter Management
• Manage the parameters & algorithms within the demand planning systems to optimise the
weekly sales forecasts
• Identify opportunities, adjust and optimise:
▪ the calculation that drives the cleansing of sales
▪ the model that drives price elasticity
▪ the calculation of planning system inputs such as APS, Store Deviations & Ranking
Profile Management
• Generate and continuously improve:
▪ seasonal profiles to enable accurate sales demand forecasts driving optimal chain & store
intake
▪ size profiles for the purpose of allocating correct sizes to stores
▪ APS management and optimizing
• Manage the parameters & algorithms within the demand planning systems to optimise the
weekly sales forecasts
• Identify opportunities, adjust and optimise:
▪ the calculation that drives the cleansing of sales
▪ the model that drives price elasticity
▪ the calculation of planning system inputs such as APS, Store Deviations & Ranking
Profile Management
• Generate and continuously improve:
▪ seasonal profiles to enable accurate sales demand forecasts driving optimal chain & store
intake
▪ size profiles for the purpose of allocating correct sizes to stores
▪ APS management and optimizing
Forecasting
• Measure and report on forecast accuracy to enable the delivery to availability targets
• Identify & execute opportunities to improve the forecast accuracy
Business Reporting
• Provide business analysis on key initiatives and current business issues to assist the business
in decision making
• Measure and report on forecast accuracy to enable the delivery to availability targets
• Identify & execute opportunities to improve the forecast accuracy
Business Reporting
• Provide business analysis on key initiatives and current business issues to assist the business
in decision making
Allocation & Replenishment Input
• Provide input into the optimisation of allocation & replenishment algorithms
• Provide input into the optimisation of allocation & replenishment algorithms
System and Process Support
• Provide support on the forecasting and profiling systems
• Pro-active identification of system issues – forecasting, seasonal profiles, size profiles, sales
cleansing service, analytics services
• Provide administrative support around the system maintenance
• Provide support on the forecasting and profiling systems
• Pro-active identification of system issues – forecasting, seasonal profiles, size profiles, sales
cleansing service, analytics services
• Provide administrative support around the system maintenance
Communication with Stakeholders
• Identify relevant stakeholders and communicate requirements for delivery for the various
business operations timeously
• Provide ongoing coaching and support on centralised business processes to relevant
stakeholders
• Providing support to the planning community on identifying and improving forecast accuracy,
analytics and profiles.
• Identify relevant stakeholders and communicate requirements for delivery for the various
business operations timeously
• Provide ongoing coaching and support on centralised business processes to relevant
stakeholders
• Providing support to the planning community on identifying and improving forecast accuracy,
analytics and profiles.
Minimum requirements
• 3-5 years retail experience or relevant equivalent experience
• Relevant business diploma/degree (Retail business management/BCom/Clothing
management/BScience/BA, Stats-advantageous)
• Broad merchandising skills
• Data analysis experience
• Forecasting knowledge/experience
• Advanced Excel skills and computer literacy
• Effective communication skills
• Good knowledge of business IT systems (Forecasting, Range & Assortment Planning, Analytical
e.g. SAS, Reporting Cubes)
• AI forecasting experience would be an advantage
• Relevant business diploma/degree (Retail business management/BCom/Clothing
management/BScience/BA, Stats-advantageous)
• Broad merchandising skills
• Data analysis experience
• Forecasting knowledge/experience
• Advanced Excel skills and computer literacy
• Effective communication skills
• Good knowledge of business IT systems (Forecasting, Range & Assortment Planning, Analytical
e.g. SAS, Reporting Cubes)
• AI forecasting experience would be an advantage