Jobs · Information Technology · Georgia

Principal Data Scientist - CX

The Home Depot · Atlanta, GA · 2 mo ago
Information TechnologyFull-time

Lead data science initiatives that drive business profitability, increased efficiencies, and improved customer experience. This role assists in developing advanced analytics infrastructure to inform decision-making by leveraging expertise in both business and advanced analytics modeling techniques. Principal Data Scientists identify opportunities to use data science as a competitive advantage, lead large projects, mentor team members, and contribute to intellectual property through innovative algorithms.

Responsibilities

  • Solution Development (25%)
    • Design and develop algorithms and models to extract business insights from large datasets.
    • Select, utilize, and interpret advanced analytics methodologies.
    • Communicate insights and recommendations to technical and non-technical stakeholders.
    • Test alternative methodologies and cutting-edge algorithms to deliver improved solutions.
  • Project Management & Team Support (20%)
    • Collaborate with project teams and business partners to define project goals.
    • Provide direction on work prioritization and ensure quality.
    • Mentor junior team members to enhance their technical competencies.
    • Support recruiting and hiring efforts for the team.
    • Serve as a technical subject matter expert for predictive and prescriptive data science methods.
  • Business Collaboration (20%)
    • Leverage business knowledge to shape solution approaches.
    • Build trust and collaboration with internal customers and cross-functional teams.
    • Educate technical and non-technical partners on advanced analytics.
    • Identify IT needs to support successful project execution.
    • Actively seek new business opportunities to leverage data science as a competitive advantage.
  • Technical Exploration & Development (35%)
    • Stay current with key developments in data science, technical skills, and data sources.
    • Develop replicable solutions (e.g., codified data products, documentation) for future projects.
    • Define best practices for data analysis and model productionalization.
    • Support the creation of cutting-edge algorithms as intellectual property.
    • Demonstrate and share technical expertise through conferences, speaking events, and publications.
    • Act as a thought leader in prescriptive modeling techniques (e.g., optimization, computer vision, recommendation, search, NLP).
    • Network with academic and industry experts to advance data science applications.

Requirements

  • Must be eighteen years of age or older.
  • Must be legally permitted to work in the United States.
  • Bachelor’s degree in a field related to the job (e.g., Computer Science, Math, Statistics) or equivalent experience.
  • 10+ years of experience in business intelligence and analytics.

Qualifications

  • Preferred Education: PhD in a quantitative field (e.g., Computer Science, Math, Statistics) or equivalent work experience.
  • Technical Skills:
    • Expertise in a modern scripting language (preferably Python).
    • Experience running queries against data (preferably Google BigQuery or SQL).
    • Advanced knowledge of Microsoft Office Suite.
    • Expertise in data visualization software (preferably Tableau).
    • Proficiency in prescriptive modeling (e.g., optimization, computer vision, recommendation, search, NLP).
    • Mastery in predictive modeling, data mining, and statistical techniques to solve business problems.
  • Leadership & Collaboration:
    • Experience leading large data science projects and mentoring team members.
    • Ability to collaborate with cross-functional teams and business partners.
    • Strong communication skills for both technical and non-technical audiences.

Schedule

  • Typically requires overnight travel less than 10% of the time.
  • Primarily office-based with frequent opportunities to move about.
  • Rare need to move or lift light articles.

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