Starbucks Corporation

lead data scientist, Staffing Algorithms (Nashville, TN)

Starbucks Corporation$120K — $145K *
Staffing
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years in data science with proven model deployment experience.
  • Strong machine learning and statistical techniques understanding.
  • Proficient in Python, SQL, and cloud analytics platforms.
  • Skilled in data storytelling and visualization tools like Tableau.
  • Experience creating in-house production systems in complex environments.
  • Mentoring experience to guide junior data scientists.

Responsibilities

  • Design a scalable staffing framework based on data insights.
  • Implement predictive modeling in staffing algorithms.
  • Identify labor inefficiencies using advanced analytics.
  • Apply machine learning for labor optimization strategies.
  • Collaborate with operations and finance to align staffing goals.
  • Mentor data scientists in analytics and storytelling skills.
  • Nurture a culture of continuous innovation within the team.

Benefits

  • Comprehensive medical, dental, and vision insurance.
  • Paid parental leave and sick time accrual.
  • 401(k) retirement plan with employer match.
  • 100% tuition coverage for a first-time bachelor's degree.
  • Access to backup care and DACA reimbursement.
  • Incentives for emergency savings and financial wellness.
  • Paid vacation and personal days, plus holidays.
Full Job Description
As a Lead Data Scientist on the Staffing Algorithms team, you will lead the development of advanced forecasting models and optimization algorithms that shape staffing decisions across US and Canada company-owned stores. You will drive the evolution of the staffing system by applying rigorous analytics, partnering with cross-functional teams, and influencing strategic workforce planning. Your work will directly impact store operations, staffing efficiency, and customer experience at scale. As a lead data scientist, you will... • Design and Architect the Future Staffing Ecosystem - Build a scalable, data-driven staffing framework that optimizes labor allocation across stores. - Incorporate predictive modeling, constraints into staffing algorithms. • Drive Labor Optimization - Identify inefficiencies such as underutilization and overstaffing through advanced analytics. - Implement optimization strategies leveraging machine learning, simulation, and scenario planning. - Partner with operations and finance to align staffing models with business goals. • Mentor and Develop Talent - Guide data scientists and senior data scientists in advanced analytics, optimization techniques, and business impact storytelling. - Foster a culture of innovation and continuous improvement within the analytics team. We'd love to hear from people with: • 5+ years of progressive experience in data science, with a proven track record of end-to-end data product and model deployment that delivers measurable business impact. • Strong foundation in machine learning and statistical techniques, including regression, classification, clustering, and causal inference. • Advanced proficiency in Python, SQL, and cloud-based analytics platforms (e.g., Databricks, Azure), with experience developing production-grade data pipelines and model outputs. • Excellent communication and data storytelling skills, with the ability to translate complex methodologies into clear, actionable insights through compelling visualizations and dashboards using tools like Tableau. • Experience building in-house production systems in complex and data-rich domains. • Mentoring experience Preferred Skills: • Expertise in building forecasting models for time series or operational planning • Experience in optimization techniques such as linear programming, mixed-integer programming, or heuristic algorithms for decision support • Background with PySpark and Databricks for distributed data processing and scalable analytics in cloud environments As a Starbucks partner, you (and your family) will have access to medical, dental, vision, basic and supplemental life insurance, and other voluntary insurance benefits. Partners have access to short-term and long-term disability, paid parental leave, family expansion reimbursement, paid vacation from date of hire*, sick time (accrued at 1 hour for every 25 hours worked), eight paid holidays, and two personal days per year. Starbucks also offers eligible partners participation in a 401(k) retirement plan with employer match, a discounted company stock program (S.I.P.), Starbucks equity program (Bean Stock), incentivized emergency savings, and financial well-being tools. Additionally, Starbucks offers 100% upfront tuition coverage for a first-time bachelor's degree through Arizona State University's online program via the Starbucks College Achievement Plan, student loan management resources, and access to other educational opportunities. You will also have access to backup care and DACA reimbursement. Starbucks will comply with any applicable state and local laws regarding employee leave benefits, including, but not limited to providing time off pursuant to the Colorado Healthy Families and Workplaces Act, and in accordance with its plans and policies. This list is subject to change depending on collective bargaining in locations where partners have a certified bargaining representative. For additional information regarding partner perks and more detailed information about benefits, go to starbucksbenefits.com. *If you are working in CA, CO, IL, LA, ME, MA, NE, ND or RI, you will accrue vacation up to a maximum of 120 hours (190 in CA) for roles below director and 200 hours (316 in CA) for roles at director or above. For roles in other states, you will be granted vacation time starting at 120 hours annually for roles below director and 200 hours annually for roles director and above. The actual base pay offered to the successful candidate will be based on multiple factors, including but not limited to job-related knowledge/skills, experience, geographical location, and internal equity. At Starbucks, it is not typical for an individual to be hired at the high end of the range for their role, and compensation decisions are dependent upon the facts and circumstances of each position and candidate. We believe we do our best work when we're together, which is why we're onsite four days a week. Join us and inspire with every cup. Apply today!

About Starbucks Corporation

Starbucks is an international chain of restaurants that retails handcrafted coffee, tea, and fresh food items. With 23,132 stores in 65 countries and territories, Starbucks locations serve hot and cold drinks, whole-bean coffee, microground instant coffee, espresso, caffe latte, full-leaf teas, evolution fresh juices, pastries, and snacks. Most stores also sell pre-packaged food items, hot and cold sandwiches, and items such as mugs and tumblers. The stores also offer a variety of beers, wines, and appetizers, and markets books, music, and film. Some of the company’s products are seasonal or specific to the locality of the store. Starbucks-brand coffee, ice cream, and bottled cold coffee drinks are also sold at grocery stores. Starbucks was founded by Orin Smith in October 1971 and is based in Seattle, Washington.

Starbucks Corporation Careers

Join the vibrant team at Starbucks Corporation, a premier destination for passionate, innovative professionals seeking impactful careers in the coffee industry and beyond. As a global leader in coffee and a champion of sustainable practices, Starbucks offers unparalleled job opportunities that promise both personal and professional growth.

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Learn more about Starbucks Corporation
Size
383,000 employees
Market Cap
$113.2 billion
Industry
Net Income
$664.8 million
Founded
1971
5 Year Trend
+7.6%
Revenue
$23.1 billion
NASDAQ

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