Albertsons Companies is one of the largest food and drug retailers in the United States, focusing on innovation and customer experience. The Data Scientist IV role involves developing machine learning models to enhance customer satisfaction and optimize operations across various business functions.
Collaborate with business teams to develop production grade machine learning models on large-scale datasets and improve customers’ overall shopping experience.
Use machine learning to solve real problems, power the next generation experience for large scale applications.
Apply machine learning to track campaign effectiveness, optimize ROAS, marketing analytics (A/B testing and Incrementality) across different media channels.
Apply predictive modeling techniques to create consumer profile, Look alike and propensity model.
Identify key drivers for customer satisfaction and opportunities to delight customers through mining complex data.
Apply machine learning to enhance recommendation engines and deliver personalized user experience on ecommerce website and loyalty mobile app.
Build models and algorithms to fuel growth initiatives for Digital, Merchandising, Marketing and Loyalty teams.
Apply predictive modeling techniques to optimize the forecasts for planning needs.
Scale up prototypes and implement reliable automated production workflow for models.
Collaborate with software development engineers to integrate models.
Qualification
Required
Master’s or PhD degree in quantitative discipline: Computer Science, Engineering, Data Science, Math, Statistics or related fields
2+ years of industry experience in applying data science and modeling methodologies: regression model, survival model, ensemble modeling, NLP, recommendation algorithm, clustering, deep learning algorithm, experimental design (Multivariate/A-B testing) and nonparametric Bayesian modeling etc.
2+ years of experience and proficiency in SQL, Python and/or Spark-ML
2+ years of SQL development skills writing queries, transforming data, mining structured and unstructured data
2+ years of hands-on experience in building data science solutions and production-ready systems on big data platforms such as Snowflake, Spark, Hadoop
Strong teamwork and communication skill
Ability to write production-level code in Python
Preferred
Experience with GCP, Azure Databricks is a strong plus
Benefit
Shop online for groceries, find out about our grocery stores, get health and nutritional information, and find all recipes and meals ideas.
