
Contractors’ Warehouse —
STATISTICAL FORECAST ANALYST
Location – Atlanta, GA
Job ID – Req143895
Category – Supply Chain
Apply By – 04/23/2025
Location – Atlanta, GA
Job ID – Req143895
Category – Supply Chain
Apply By – 04/23/2025
Company Overview
What’s the best place we’ve ever built? The place where we work. At Home Depot, our goal is to provide the highest level of service, the broadest selection of products, and the most competitive prices. As the world’s largest home improvement specialty retailer, we operate more than 2,200 retail stores across North America. And each of our associates are focused one thing — helping our customers build and improve their homes, businesses, and ultimately their lives.
The Statistical Forecast Analyst position is responsible for the development of The Home Depot sales forecast at the Store/SKU level. With input from the appropriate Replenishment Analysts, they establish Store/SKU clustering, Seasonal selling profiles and exception reporting criteria for their assigned product categories. They will make appropriate adjustments as dictated by forecast accuracy. The Statistical Forecast Analyst will work collaboratively with the Replenishment Analysts in reviewing and resolving forecast exceptions and ensuring the business strategies are appropriately implemented and maintained in the system. They will be required to interpret data based on specific statistical criteria and to synthesize the findings from the analysis. The Statistical Forecast Analyst will participate in strategic process improvements initiatives by analyzing business processes, procedures and monitoring the progress.
Key Responsibilities:
- 60% Develop statistical forecast models by SKU/Store groups, establish parameters for Forecast exception reporting and make appropriate revisions as indicated from the exception reporting. Track forecast accuracy at various product and store hierarchy levels. Identify and mitigate sources of forecast variance through collaboration with Inventory Analysts and Upper Management.
- 10% Establish business rules for shaping customer demand in collaboration with functional partners regarding product seasonality, product knowledge and Merchandising strategies. Ensure forecast models are adjusted for changing business strategies and product assortments.
- 10% Share insights, challenge assumptions and identify drivers of forecast variance with appropriate Replenishment analysts and Management. The associate will provide formal training and on-going mentoring for the Replenishment Analysts.
- 10% The individual must perform other tasks regarding forecasts and sales analysis as deemed appropriate by the Manager.
- 10% Analyze, identify and implement opportunities for improvements to the forecasting process. Contributes significant participation in cross functional projects by developing timelines and coordinating teams across each area, ensuring on time delivery of goals and requirements.
Direct Manager/Direct Reports:
- Position generally reports to a Manager or Sr. Manager
- Responsible for helping others and providing on-the-job training or guidance
Travel Requirements:
- Typically requires overnight travel less than 10% of the time.
Physical Requirements:
- Frequent periods are spent standing or sitting in the same location with some opportunity to move about; occasionally there may be a need to stoop or lift light objects (typically less than 8 pounds).
Working Conditions:
- Located in a comfortable indoor area. Any unpleasant conditions would be infrequent and not objectionable.
Minimum Qualifications:
- Must be eighteen years of age or older.
- Must be legally permitted to work in the United States.
- Strong analytical and statistical skills. Must be familiar with and comfortable with methods for organizing, handling and evaluating large amounts of data.
Preferred Qualifications:
- Previous experience with demand forecasting or supply chain replenishment in an environment with high numbers of store/sku records.
- Advanced computer skills to retrieve, manipulate, analyze and interpret large amounts of data. Experience with MS Office Excel and Access.
- Prior experience using Teradata DCM forecasting software or a similar advanced demand forecasting tool.
- Proficient in business process evaluation and procedure development; demonstrates a thorough knowledge of all tools, processes, methodologies and standards for requirements gathering, documentation and analysis.
- Masters Degree with an emphasis in Supply Chain Management or Economics.
Minimum Education:
- The knowledge, skills and abilities typically acquired through the completion of a bachelor’s degree program or equivalent degree in a field of study related to the job.
Preferred Education:
- No additional education
Minimum Years of Work Experience:
- 1
Preferred Years of Work Experience:
- No additional years of experience
Minimum Leadership Experience:
- None
Preferred Leadership Experience:
- None
Certifications:
- None
Competencies:
- Critical thinking skills to identify the strengths and weaknesses of alternative solutions; ability to understand and foresee implications of new information for current and future problem solving.
- Solid understanding and use of statistical software to manipulate, analyze and interpret data.
- Proficient in business process evaluation and procedure development; demonstrates a thorough knowledge of all tools, processes, methodologies and standards for requirements gathering, documentation and analysis.
- Strong written and verbal communications skills. Ability to persuade or influence others.
- Strong self starter with ability to work with little supervision.
Apply By:
04/23/2025
Location – Atlanta, GA
Job ID – Req143895
Category – Supply Chain
Apply By – 04/23/2025
Role Overview
The Statistical Forecast Analyst position is responsible for the development of The Home Depot sales forecast at the Store/SKU level. With input from the appropriate Replenishment Analysts, they establish Store/SKU clustering, Seasonal selling profiles and exception reporting criteria for their assigned product categories. They will make appropriate adjustments as dictated by forecast accuracy. The Statistical Forecast Analyst will work collaboratively with the Replenishment Analysts in reviewing and resolving forecast exceptions and ensuring the business strategies are appropriately implemented and maintained in the system. They will be required to interpret data based on specific statistical criteria and to synthesize the findings from the analysis. The Statistical Forecast Analyst will participate in strategic process improvements initiatives by analyzing business processes, procedures and monitoring the progress.
Key Responsibilities:
- 60% Develop statistical forecast models by SKU/Store groups, establish parameters for Forecast exception reporting and make appropriate revisions as indicated from the exception reporting. Track forecast accuracy at various product and store hierarchy levels. Identify and mitigate sources of forecast variance through collaboration with Inventory Analysts and Upper Management.
- 10% Establish business rules for shaping customer demand in collaboration with functional partners regarding product seasonality, product knowledge and Merchandising strategies. Ensure forecast models are adjusted for changing business strategies and product assortments.
- 10% Share insights, challenge assumptions and identify drivers of forecast variance with appropriate Replenishment analysts and Management. The associate will provide formal training and on-going mentoring for the Replenishment Analysts.
- 10% The individual must perform other tasks regarding forecasts and sales analysis as deemed appropriate by the Manager.
- 10% Analyze, identify and implement opportunities for improvements to the forecasting process. Contributes significant participation in cross functional projects by developing timelines and coordinating teams across each area, ensuring on time delivery of goals and requirements.
Direct Manager/Direct Reports:
- Position generally reports to a Manager or Sr. Manager
- Responsible for helping others and providing on-the-job training or guidance
Travel Requirements:
- Typically requires overnight travel less than 10% of the time.
Physical Requirements:
- Frequent periods are spent standing or sitting in the same location with some opportunity to move about; occasionally there may be a need to stoop or lift light objects (typically less than 8 pounds).
Working Conditions:
- Located in a comfortable indoor area. Any unpleasant conditions would be infrequent and not objectionable.
Minimum Qualifications:
- Must be eighteen years of age or older.
- Must be legally permitted to work in the United States.
- Strong analytical and statistical skills. Must be familiar with and comfortable with methods for organizing, handling and evaluating large amounts of data.
Preferred Qualifications:
- Previous experience with demand forecasting or supply chain replenishment in an environment with high numbers of store/sku records.
- Advanced computer skills to retrieve, manipulate, analyze and interpret large amounts of data. Experience with MS Office Excel and Access.
- Prior experience using Teradata DCM forecasting software or a similar advanced demand forecasting tool.
- Proficient in business process evaluation and procedure development; demonstrates a thorough knowledge of all tools, processes, methodologies and standards for requirements gathering, documentation and analysis.
- Masters Degree with an emphasis in Supply Chain Management or Economics.
Minimum Education:
- The knowledge, skills and abilities typically acquired through the completion of a bachelor’s degree program or equivalent degree in a field of study related to the job.
Preferred Education:
- No additional education
Minimum Years of Work Experience:
- 1
Preferred Years of Work Experience:
- No additional years of experience
Minimum Leadership Experience:
- None
Preferred Leadership Experience:
- None
Certifications:
- None
Competencies:
- Critical thinking skills to identify the strengths and weaknesses of alternative solutions; ability to understand and foresee implications of new information for current and future problem solving.
- Solid understanding and use of statistical software to manipulate, analyze and interpret data.
- Proficient in business process evaluation and procedure development; demonstrates a thorough knowledge of all tools, processes, methodologies and standards for requirements gathering, documentation and analysis.
- Strong written and verbal communications skills. Ability to persuade or influence others.
- Strong self starter with ability to work with little supervision.
Hybrid – An associate in a hybrid role blends in-office and remote/virtual working to complete their job duties. An associate may be required to work from a designated Home Depot location on some days, and may work from a virtual/remote location on others. We also refer to this as location – flex.
Learn more about our 4 different work locations. Additional information will be provided during the application process.
As part of the application process for this role, there will be an on-line assessment. The assessment usually takes about 17 minutes to complete. You will be directed to the assessment link immediately after submitting your application. Once you click on the link, you will need to complete it within 72 hours after starting it. You may stop and restart the assessment as many times as you like within the 72-hour time frame.
During the assessment, we’ll ask you questions about your approach to work and various work-related situations. The questions are based on characteristics that are related to performing successfully in hourly roles at The Home Depot, including:
- Professional Experience
- Learning Potential
- Responsibility
- Customer Focus
If you have a disability and would like to request an accommodation related to the assessment, or you would like to obtain more information about the assessment, click here to learn more.
Store Location
9090
2455 PACES FERRY RD
Atlanta, GA
Once you’ve applied, please come back and apply for other jobs at this store and any store near you.
Explore Supply Chain
DISCOVER WHAT’S NEXT
Search for your next role by location, job title or keyword. Your next opportunity may be closer than you think.