Sr Data Scientist, Pricing (Deep Learning & Demand Forecasting)

The Home Depot is able to offer virtual employment of this position in the following states:

AK, AZ, CA, GA, HI, ID, IL, KS, KY, ME, MA, MI, MN, MT, NE, NV, NH, NJ, NM, NY, ND, OH, OR, RI, SD, TX, UT, VT, WA, WV, WI, WY

Position Purpose:

The Sr. Data Scientist is responsible for leading data science initiatives that drive business profitability, increased efficiencies and improved customer experience. This role assists in the development of the Home Depot advanced analytics infrastructure that informs decision making. Sr. Data Scientists are expected to seek out business opportunities to leverage data science as a competitive advantage. This team works with forecasting possible outcomes of price and promotion actions at different levels, including AI solutions, and would need to be Proficient in deep learning and forecasting techniques.

As a Sr. Data Scientist, you will serve as a lead on data science projects, collaborating with project/product managers, providing prioritization of tasks, balancing workload and mentoring data scientists on the project team. This role is expected to present insights and recommendations to leaders and business partners and explain the benefits and impacts of the recommended solutions. This role supports the building of skilled and talented data science teams by providing input to staffing needs and participating in the recruiting and hiring process. In addition, Data Scientists collaborate with business partners and cross-functional teams, requiring effective communication skills, building relationships and partnerships, and leveraging business proficiency to solutions and recommendations.


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:

  • Proficient in time series forecasting and deep learning techniques

  • PhD in a quantitative field (Computer Science, Math, Statistics, etc.)

  • 6+ years of experience in business intelligence and analytics

  • Working knowledge of Microsoft Excel and Power Point

  • Proficient in a modern scripting language (preferably Python)

  • Proficient running queries against data (preferably with Google BigQuery or SQL)

  • Proficient with data visualization software (preferably Tableau)

  • Mastery utilizing statistical techniques to identify key insights that help solve business problems

  • Demonstrated proficiency in predictive modeling, data mining and data analysis


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:

  • 5


Preferred Years of Work Experience:

  • No additional years of experience


Minimum Leadership Experience:

  • None


Preferred Leadership Experience:

  • None


Certifications:

  • None


Competencies:

  • Attracts Top Talent: Attracting and selecting the best talent to meet current and future business needs

  • 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

  • Cultivates Innovation: Creating new and better ways for the organization to be successful

  • Customer Focus: Building strong customer relationships and delivering customer-centric solutions

  • Develops Talent: Developing people to meet both their career goals and the organization's goals

  • Directs Work: Provides direction, delegating and removing obstacles to get work done

  • 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

  • Self-Development: Actively seeking new ways to grow and be challenged using both formal and informal development channels

Benefits offered include health care benefits, 401K, ESPP, paid time off, and success sharing bonus. For a full list of the various benefits The Home Depot offers, visit .

Back to blog

Other Jobs To Apply

Let's begin! Director Product Manager- Banking (15734)

Account Representative- Personal Lines

Analyst, Bridge Services, Revenue Management-Global (Remote)

Workday Configuration SME - Learning & Recruiting :: Remote :: W2 Position

Finance Operator

(Remote) Technical Consultant – Oracle DBA

Assistant Manager, WW New Media Servicing

Sr. Sales Director – Mobile & Tech

Account Executive, Mid-Market (Remote)

Ramp Service Agent (up to $6,000 hiring bonus)

Global Alliance Lead, Capgemini

REMOTE- Senior Platform Software Engineer- Oracle Health

Customer Service Representative- REMOTE

Marketing Technologist (Remote) - Full-time

Patient Access Representative - Remote

Brand Marketing Manager

Occupational Therapist, Virtual

Senior Product Adoption Strategist (Shopping)

Sr. Tech Business Developer, Just Walk Out Technology by Amazon - AWS Solutions

Data Product Manager (Remote)

Hybrid Medical Scribe - Primary Care, AZ (Remote 2x/wk) Job at Quest Oracle Community in Tucson

Customer Service Representative - Part-Time

Permanent Job Hobby Lobby Remote Jobs Work From Home - Part Time $26/Hour - MySmartPros Job ID- 757

Personal Banker Greater New Haven Area

Data Reporting and Analytics Consultant II, Programming

Staff Software Engineer, Front End

Remote Accounts Payable Specialist – Client-Focused

Litigation Insurance Adjuster (Remote USA)

Remote Legal Counsel — SaaS, Data Privacy & AI

Remote Principal Full Stack Software Engineer

Senior Customer Success Architect

QA Lead / Senior Quality Assurance Engineer

Remote E-Discovery Application Administrator II

Clinical Review Pharmacist (Fully Remote)

Remote Help Desk Manager — AI & Service Excellence

National Account Lead, Walmart & Costco (Remote)

Remote Business Process Improvement Manager

Financial Services Professional – Dental Professionals Encouraged to Apply

VP, Data & Insights

Senior Director of Marketing (Remote)

Data Entry Clerk Work From Home - Part Time Focus Group Panelists (Up To $750/Week)

Remote Inside Sales Representative New Acquisition

Sales Representative (Remote) - Now Hiring

Junior Sales Associate - Work From Anywhere - Now Hiring

Adjunct Part Time Online 16-week general education courses in English, Speech, Math and Anatomy

Coca-Cola Data Entry Clerk (Remote)

Entry‑Level Remote Customer Support Specialist – Live Chat, No Phone, Flexible Hours, $35/hr, Global Opportunities

Underwriting Consultant at Pacific Life: 100% Remote (AZ)

Work At Home Contractor

Nurse Practitioner — Telehealth Chronic Care Management (Full-time or Part-time, Remote)

Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...