Andronico's Community Markets-posted 9 months ago
$144,760 - $188,188/Yr
Full-time
Remote • Pleasanton, CA

About the company Albertsons Companies is at the forefront of the revolution in retail. With a fixation on raising the bar with innovation and building belonging through our culture, our team is rallying our company around a unique purpose: to create joy around each table and inspire a healthier tomorrow for every community. Albertsons Companies is one of the largest food and drug retailers in the United States, with over 2,200 stores in 34 states and the District of Columbia. Our well-known banners include Albertsons, Safeway, Vons, Jewel-Osco, Shaw's, Acme, Tom Thumb, Randalls, United Supermarkets, Pavilions, Star Market, Haggen, Carrs, Kings Food Markets, and Balducci's Food Lovers Market. We support our stores with 22 distribution centers and 19 manufacturing plants. Placing a premium on adaptability, safety and family well-being, our work model, Presence with a Purpose, offers a hybrid work environment between remote work and office time. A one-size-fits-all approach does not apply to everyone, and teams are empowered to make decisions best for them. Bring your flavor Building the future of food and well-being starts with you. Join our team and bring your best self to the table. #bringyourflavor #LI-mf1

  • 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.
  • 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.
  • Experience with GCP, Azure Databricks is a strong plus.
  • Flexible work environment with hybrid options.
  • Opportunity to work with one of the richest data sets in the world.
  • Ability to see insights turned into business impacts on a regular basis.
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