Dollar General Corporation

Data Scientist

Dollar General Corporation • $95K — $115K *
Goodlettsville, TN 37072In-Person
Retail & Consumer Goods
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • MS in Data Science, Statistics, Economics, Computer Science, Mathematics, or related field preferred.
  • Bachelor's in a quantitative/STEM field considered with relevant experience.
  • 2-5 years of hands-on industry experience in Data Science or equivalent.
  • Strong background in statistical machine learning techniques for predictive modeling.
  • Proficiency in code development for data preparation and modeling using SQL, Python, or PySpark.

Responsibilities

  • Develop scalable models to generate ROI, including predictive and time-series forecasts.
  • Create automated analytics workflows, from SQL/Python code to final report or dashboard.
  • Conduct ad hoc analysis to address key business problems and deliver actionable insights.
  • Present analytical findings in PowerPoint or PowerBI to non-technical stakeholders.
  • Monitor and enhance predictive and deterministic models for business needs.

Benefits

  • Collaborative work with cross-functional teams.
  • Opportunity to lead and develop innovative predictive models.
  • Exposure to large data sets and advanced analytics platforms.
  • Engage in continuous learning within a dynamic analytics environment.
  • Contribute to enhancing decision-making processes across various business units.
Full Job Description
General Summary:

This key role within Decision Science & Analytics will lead the ongoing development and execution of the Company's product shrink and damages forecasting and mitigation efforts. This role will work collaboratively with internal business partners (such as Asset Protection, Finance, and Merchandising), internal IT resources, and the broader Decision Science organization. Day to day work will include developing and monitoring predictive and deterministic models, automating analytics processes, and deep dive ad hoc analysis to determine root causes.

Job Details

Duties & Responsibilities:
  • Develop dynamic, productionized, and scalable models that generate ROI for both DG and their customers. These models may include predictive and time-series forecasts, store segmentations, or include geospatial components.
  • Create automated, reusable analytics workflows from end-to-end: from developing and maintaining SQL/Python code to the final report or dashboard deliverable.
  • Conduct open ended ad hoc analysis, including understanding the key business problem/question, translating needs into the appropriate analytics techniques, and delivering insights and recommendations to drive decisions.
  • Present analytical findings and actionable insights in PowerPoint or PowerBI to stakeholders, "telling the story" with data to non-technical audience.

Knowledge, Skills and Abilities (KSAs):
  • Strong problem-solving skills utilizing expertise, business judgment and robust quantitative analyses.
  • Experience developing predictive models from scratch and moving into production environment, including model comparison/selection techniques, parameterization, error handling, and working across dev/test/prod environments.
  • Identify and implement proper data preparation and feature engineering methods, such as outlier identification and removal, principal components analysis (PCA), and general data structuring.
  • Experience developing code to combine, clean and prepare data for modeling using some combination of SQL, Python, and PySpark (including but not limited to pandas, numpy, scikit-Learn, matplotlib, tensor- flow).
  • Proficiency with common analytical platforms, including distributed compute, such as Databricks.
  • Practical experience ingesting and manipulating large volumes of data (millions of records).
  • Demonstrated ability to translate complicated analytics topics and insights into easily communicable concepts to non-technical audience, including model accuracy and feature importance.
  • Experience with geospatial analytics preferred.
  • Experience with code management tools such as GitLab.
  • Experience with retail industry preferred.
  • Basic to intermediate skills with BI tools such as Tableau and PowerBI preferred.

Qualifications

Work Experience &/or Education:
  • MS in Data Science, Statistics, Economics, Computer Science, Mathematics, or related applied quantitative field preferred.
  • Bachelor's in a highly quantitative/STEM field considered with the right experience.
  • 2-5 years hands-on industry (non-academic) experience in Data Science (or equivalent quantitative job title).
  • Strong background in applying statistical machine learning techniques to predictive modeling and experience with Machine Learning libraries.

About Dollar General Corporation

Dollar General is a small-box discount retailer that makes shopping for everyday needs simpler and hassle-free. They make shopping for everyday needs simpler and hassle-free by offering a carefully edited assortment of the most popular brands at low everyday prices in small, convenient locations. Dollar General ranks among the largest retailers of top-quality brands made by America's most-trusted manufacturers, such as Procter & Gamble, Kimberly Clark, Unilever, Kellogg's, General Mills and Nabisco.

Dollar General Corporation Careers

Join the vibrant team at Dollar General Corporation, a leader in cost-effective retailing, and propel your career forward in an environment ripe with opportunities for growth and innovation. As one of the largest discount retailers in the United States, we offer a range of job opportunities designed to help you harness your potential and cultivate your professional skills.

Work You’ll Do

At Dollar General Corporation, we are committed to enhancing our team's capabilities through continuous leadership development, diversity training, and ample growth opportunities. Whether you're seeking a position in management, sales, logistics, or corporate support, our expansive network ensures a fit for your skills and ambitions.

Innovate and Lead

Embrace the chance to work on industry-leading projects that redefine retail standards. Our culture thrives on innovation and leadership, encouraging each team member to contribute unique ideas that drive company success. Dollar General is where your initiative and creativity can pave the way for significant advancements in both your career and our company’s footprint.

Join Our Inclusive Team

Diversity and inclusion are at the core of our employment philosophy. At Dollar General Corporation, we believe in giving everyone a voice and fostering an inclusive culture where you can thrive. Our team is a mosaic of diverse backgrounds and perspectives, making us stronger and more innovative.

Professional Growth and Development

Advance your career with Dollar General’s commitment to professional development. We offer a variety of training programs and leadership workshops to help you hone your skills and prepare for future challenges. From internships for emerging talents to leadership roles for seasoned professionals, Dollar General nurtures your career at every level.

Benefits and Perks

Choosing a career at Dollar General Corporation means more than just a job. We provide competitive benefits to support both your professional and personal life, including health insurance, retirement plans, and employee discounts. Moreover, our commitment to work-life balance is designed to ensure you succeed without sacrificing your well-being.

Explore Job Opportunities

Ready to take the next step in your career? Explore the wide range of positions available at Dollar General Corporation. From in-store hiring to corporate positions, each role offers a chance to be part of a team committed to reshaping the retail landscape.

How to Apply

Start by visiting our Careers page to browse the current openings. Tailor your resume to highlight relevant experience and skills that align with the job description. Prepare for your interview with insights into Dollar General’s culture and values, and stand out as a knowledgeable and motivated candidate.

Stay Connected

Don’t miss out on future job alerts, company news, and professional tips that can aid your career journey. Join our network, engage with us through our careers blog, and connect with Dollar General on various networking platforms to stay informed and ahead in your career.

Join Dollar General Corporation Today

Embark on a rewarding career path at Dollar General Corporation where your growth is our priority. Be part of a company that values innovation, leadership, and a diverse workforce. Your future awaits at Dollar General, where we’re not just building stores, we’re building careers.

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Learn more about Dollar General Corporation
Size
163,000 employees
Market Cap
$54.8 billion
Industry
Retail & Consumer Goods
Net Income
$2.5 billion
Founded
1939
5 Year Trend
+9.3%
Revenue
$32.4 billion
NASDAQ
DG
* Ladders Estimates

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