Data Scientist - Club Analytics - Remote

Company: BJ's Wholesale Club
Location: Philadelphia
Posted on: November 26, 2022

Job Description:

Join a team of more than 32,000 team members, comprised of our home office and over 229 clubs and 7 distribution centers. We're committed to delivering value and convenience to our Members, helping them save every day on everything they need for their family and home. BJ's Wholesale Club offers a collaborative, team-oriented environment where all team members can learn, grow and excel. Major Tasks, Responsibilities, and Key Accountabilities

• Extract actionable insights from complex datasets using data mining, statistics, natural language processing, and database techniques to measure/understand/improve member experience.
• Apply Data Science methods on a wide range of business applications (Club Operations, Finance, Asset Protection, People Analytics, Marketing, Site Research, etc.) .
• Work cross functionally with stakeholders to ensure data-driven answers are provided and recommended.
• Build reports, dashboards, alerts, and other analytical tools to help communicate the state of business.
• Works with and streamlines established data warehouses, production data, and available tools to build strategic datasets in support of key initiatives.
• Establishes and systematically performs processes to assess and validate data accuracy.
• Ensures Data Science models in production are meeting business goals and objectives.Qualifications
  • Working knowledge on machine learning and statistical methods (Supervised/unsupervised learning, Linear/logistic Regression, Gradient Boosting, Natural Language Processing, Clustering, ARIMA, Neural Networks, Variable selection/feature engineering, hypothesis testing).
  • Experience developing and productionizing machine learning models and application of statistical methods in Python(pandas/numpy/sklearn/scipy).
  • Experience extracting data through APIs and working with complex data structures.
  • Experience with automating data ETL in at least one of the following scripting language: Python/R/SAS/SQL.
  • Experience with Cloud computing environment preferred (AWS/Azure/Google Cloud).
  • Experience deriving insights from unstructured data preferred (text/images/audio, etc.).
  • Strong analytics background with the ability to apply analytical skills to business problems.
  • Master's degree/PhD in STEM field OR Bachelor's degree in STEM AND 2 years' experience managing data science/analytics projects.
  • Environmental Job Conditions
    • Most tasks are performed while seated indoors at a personal computer.
    • Limited travel may be required periodically throughout the year.

Keywords: BJ's Wholesale Club, Philadelphia , Data Scientist - Club Analytics - Remote, Other , Philadelphia, Pennsylvania