The Home Depot

Data Scientist

The Home Depot • $90K — $130K *
Atlanta, GA 30349In-Person
Information Technology
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • Masters in a quantitative field or equivalent work experience
  • 4+ years in Data Science, focusing on AI orchestration
  • Expertise in Retrieval-Augmented Generation (RAG)
  • Experience with multimodal AI inputs for intent extraction
  • Strong skills in algorithmic logic and stateful application building
  • Technical proficiency in Python, SQL, and data analytics tools
  • Prior experience in B2B e-commerce or trade-related data is a plus

Responsibilities

  • Develop algorithms and models for large datasets to derive business insights
  • Communicate insights effectively to both technical and non-technical stakeholders
  • Collaborate with business teams to align project goals
  • Explore new data science developments and improve analytics processes
  • Build and document reusable algorithms for future projects

Benefits

  • Flexible working conditions with minimal travel requirements
  • Work in a comfortable indoor environment
  • Opportunity to innovate with cutting-edge AI technologies
  • Collaborate with cross-functional teams for enhanced learning
  • Support for professional development and continuous improvement
Full Job Description
Position Purpose:

The Data Scientist will be a key architect in building next-generation agentic systems designed to revolutionize how professional customers manage complex projects. This role is responsible for developing autonomous AI capabilities that bridge the gap between simple search and sophisticated project quoting and fulfillment. You will leverage advanced techniques in Conversational AI, Retrieval-Augmented Generation (RAG), and Multimodal AI to unlock vast enterprise catalogs, automate project and product configuration, and provide real-time sourcing across a massive enterprise assortment.

As a member of the team, you will design the reasoning paths that allow AI agents to navigate "Pro-speak" queries, extract intent from multimodal project inputs, and manage complex state across omnichannel sessions. Your work will directly empower Pro customers to move from discovery to optimized quoting to transaction in minutes, providing a seamless, self-serve experience at scale.

Key Responsibilities:
  • 55% Solution Development - Design and develop algorithms and models to use against large datasets to create business insights; Participates in large data analytics project teams by serving as a technical lead for analytics projects; May lead small projects and work independently on solution development; Execute tasks with high levels of efficiency and quality; Make appropriate selection, utilization and interpretation of advanced analytical methodologies
  • 20% Communicating Results - Effectively communicate insights and recommendations to both technical and non-technical leaders and business customers/partners; Present recommendations in a confident manner in order to influence execution of recommendation; 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
  • 10% Business Collaboration - Incorporate business knowledge into solution approach; Effectively develop trust and collaboration with internal customers and cross-functional teams; Work with project teams and business partners to determine project goals
  • 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; Build and maintain library of reusable algorithms for future use, ensuring developed codes are documented


Direct Manager/Direct Reports:
  • This position typically 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:
  • Masters in a quantitative field (Computer Science, Math, Statistics, etc.) or equivalent work experience
  • AI Orchestration: 4+ years of experience in Data Science with a focus on Conversational AI, GenAI, agentic workflows, custom tool-calling, and reasoning traces (e.g., LangSmith).
  • Advanced Retrieval: Mastery of RAG and vector database architectures, specifically for extracting technical specs from unstructured enterprise data.
  • Multimodal AI: Experience building pipelines to extract structured SKU-level intent from unstructured multimodal inputs, such as photos or handwritten lists.
  • Algorithmic Logic: Background in similarity scoring and attribute-matching to resolve vague technical queries.
  • State & Engineering: Experience building stateful AI applications that maintain context across devices and sessions.
  • Domain Expertise: Prior experience in B2B e-commerce, supply chain, or trade-related data is a significant plus.
  • Technical Expertise: Experience in a modern scripting language (preferably Python); proficient running queries against data (preferably with Google BigQuery or SQL); proficient utilizing statistical techniques to identify key insights that help solve business problems; knowledgeable in Prescriptive Modeling like optimization, computer vision, recommendation, search or NLP; working knowledge of Microsoft Excel and Power Point


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:
  • 3


Preferred Years of Work Experience:
  • No additional years of experience


Minimum Leadership Experience:
  • None


Preferred Leadership Experience:
  • None


Certifications:
  • None


Competencies:
  • Action Oriented: Taking on new opportunities and tough challenges with a sense of urgency, high energy, and enthusiasm
  • Business Insight: Applying knowledge of the business and the marketplace to advance the organization's goals
  • Collaborates: Building partnerships and working collaboratively with others to meet shared objectives
  • Communicates Effectively: Developing and delivering multi-mode communications that convey a clear understanding of the unique needs of different audiences
  • Customer Focus: Building strong customer relationships and delivering customer-centric solutions
  • Drives Results: Consistently achieving results, even under tough circumstances
  • Nimble Learning: Actively learning through experimentation when tackling new problems, using both successes and failures as learning fodder
  • Optimizes Work Processes: Knowing the most efficient and effective processes to get things done, with a focus on continuous improvement
  • Plans and Aligns: Planning and prioritizing work to meet commitments aligned with organizational goals
  • Self-Development: Actively seeking new ways to grow and be challenged using both formal and informal development channels

About The Home Depot

The Home Depot is a home improvement retailing company that combines its physical stores with an online presence to provide customers with innovative products at great value. The company specializes in the fields of retail, home improvement, and customer service. The Home Depot was founded in 1978 and is headquartered in Atlanta, Georgia.

The Home Depot Careers

Join the vibrant team at The Home Depot, the largest home improvement retailer in the U.S., where your career can flourish in an environment ripe with opportunities for growth and innovation. As a market leader, The Home Depot offers a variety of job opportunities that allow professionals to thrive in a culture that values leadership, diversity, and professional development. Work You’ll Do At The Home Depot, you’ll be part of a team that’s committed to helping homeowners, builders, and do-it-yourselfers bring their visions to life. Our extensive range of job opportunities spans from store operations to supply chain management, from IT to marketing. No matter where you start, you’ll be doing work that matters, impacting our customers' lives and experiences. Transform Your Career Step into a role within The Home Depot and join a network of over 400,000 associates who are as passionate about building their careers as they are about helping our customers. Leadership at The Home Depot means continuous improvement, embracing diversity, and fostering a culture of inclusion and respect that makes us stronger. Innovate with Us Innovation isn’t just a buzzword at The Home Depot; it’s the backbone of how we do business. We are constantly seeking out new technologies and tools to improve every aspect of our operations, from logistics to customer service. Join us, and bring your unique perspective and skills to a team that’s setting the standard for excellence in the retail industry. Grow and Develop The Home Depot is committed to the growth and development of its associates through robust training programs, leadership workshops, and opportunities for advancement. Whether you’re looking for a part-time position or a full-time career, The Home Depot nurtures your professional growth every step of the way. Internship Programs Dive into the professional world through The Home Depot’s internship programs, which offer a dynamic environment to gain hands-on experience and develop critical skills in various business areas. Our internships provide a platform to connect with leaders and peers, enhancing your resume and preparing you for future employment. Benefits and Culture Choosing to start your career at The Home Depot means more than just securing a job. It means you gain access to unparalleled benefits that support your life and well-being, from health insurance to educational assistance. Our commitment to employees is reflected in our open, supportive culture where everyone’s voice is heard, and every team member’s contribution is valued. Join Our Team Ready to take the next step in your career? Explore the wide range of positions available at The Home Depot, where we’re hiring passionate, curious, and innovative team players. Search open positions that match your skills and interests on our Jobs page. Stay Connected Keep up to date with the latest career tips, company news, and industry insights—all from the people who work here. Subscribe to our Careers Blog and personalize your subscription to receive updates that align with your career interests and goals. At The Home Depot, we don’t just offer jobs—we offer careers that make a difference. Join us, and be a part of something bigger as we continue to invest in your future and our shared success.
Learn more about The Home Depot
Size
490,600 employees
Market Cap
$323 billion
Industry
Retail & Consumer Goods
Net Income
$12.8 billion
Founded
1978
5 Year Trend
+9.8%
Revenue
$132.1 billion
NASDAQ
HD
* Ladders Estimates

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