Senior Data Scientist
Core
Leverage vast amounts of structured and unstructured data to develop ML and AI algorithms, producing actionable insights for Marketing, Finance, Technical Innovation, and Supply Chain.
Role type
Senior IC data scientist (analytics & ML)
Builds
Production ML models and AI use-cases for global functional areas
Domain
Consumer Packaged Goods (CPG) / Data Science & Analytics
Deliverable
production ML models
Required skills
Python, R, SQL, large-scale data wrangling, relational databases, Spark, statistical modeling, supervised learning, unsupervised clustering, Mixed-Integer Programming (MIP), hypothesis testing, dimensionality reduction, Bayesian modeling, forecasting, CI/CD, GitHub/GitLab/Azure DevOps
Preferred skills
Ph.D. in quantitative field, experience with ML Ops
Technologies
Python, R, SQL, Spark, GitHub, GitLab, Azure DevOps
Responsibilities
Translate business requirements into ML/AI algorithms; derive insights from large structured and unstructured data; visualize and interpret data to create reports; partner with ML Ops to scale and operationalize use-cases; maintain technical documentation and reusable code libraries; automate deployments using CI/CD principles.
Seniority
Senior, hands-on IC