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Sr Data Scientist, Assortment and Space Planning​/Optimization

Job in Atlanta, Fulton County, Georgia, 30383, USA
Listing for: Home Depot
Full Time position
Listed on 2026-01-06
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer
Job Description & How to Apply Below
Position: Sr Data Scientist, Assortment and Space Planning (OR/Optimization)

Position

Purpose:

We are transforming how merchandising decisions are made through AI-powered solutions and automation. This Sr. Data Scientist plays a key role to build scalable, mathematical algorithms in production that directly impact retail and merchandising by solving complex, high-value business problems. The position focuses on science-driven models, operating at the intersection of data science, process automation, cloud deployment, and software production to deliver reliable decision systems that increase efficiency and improve customer experience.

This role leads optimization initiatives end-to-end, from cross‑functional collaboration and business problem framing through technical design, development, deployment, and ongoing monitoring and enhancement. The Sr. Data Scientist partners closely with product managers, software engineers, and business stakeholders to identify high-impact opportunities, translate into technical requirements, and deliver scalable solutions in production. The role is responsible for communicating insights and recommendations to both technical and non‑technical audiences, mentoring data scientists on projects, and ensuring models perform effectively based on real‑world outcomes.

Key Responsibilities:
  • 35% Solution Development - Proficiently design and develop algorithms and models to use against large datasets to create business insights;
    Execute tasks with high levels of efficiency and quality;
    Make appropriate selection, utilization and interpretation of advanced analytical methodologies;
    Effectively communicate insights and recommendations to both technical and non‑technical leaders and business customers/partners;
    Prepare reports, updates and/or presentations related to progress made on a project or solution;
    Clearly communicate impacts of recommendations to drive alignment and appropriate implementation

  • 30% Project Management & Team Support - Work with project teams and business partners to determine project goals;
    Provide direction on prioritization of work and ensure quality of work;
    Provide mentoring and coaching to more junior roles to support their technical competencies;
    Collaborate with managers and team in the distribution of workload and resources;
    Support recruiting and hiring efforts for the team

  • 20% Business Collaboration - Leverage extensive business knowledge into solution approach;
    Effectively develop trust and collaboration with internal customers and cross‑functional teams;
    Provide general education on advanced analytics to technical and non‑technical business partners;
    Deep understanding of IT needs for the team to be successful in tackling business problems;
    Actively seek out new business opportunities to leverage data science as a competitive advantage

  • 15% Technical Exploration & Development - Seek further knowledge on key developments within data science, technical skill sets, and additional data sources;
    Participate in the continuous improvement of data science and analytics by developing replicable solutions (for example, codified data products, project documentation, process flowcharts) to ensure solutions are leveraged for future projects;
    Define best practices and develop clear vision for data analysis and model productionalization;
    Contribute to library of reusable algorithms for future use, ensuring developed codes are documented

Direct Manager/Direct Reports:
  • This position reports to manager or above

  • This position has 0 Direct Reports

Travel Requirements:
  • Typically requires overnight travel less than 10% of the time.
Physical Requirements:
  • Most of the time is spent sitting in a comfortable position and there is frequent opportunity to move about. On rare occasions there may be a need to move or lift light articles.
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.

Preferred Qualifications:
  • PhD in a quantitative field (Operations Research, Computer Science, AI, Engineering, Applied Math, etc.).

  • 6+ years of hands‑on experience developing and deploy…

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