Data Scientist
Core
Develop, maintain, and scale production-grade optimization models using discrete optimization, statistics, and machine learning to solve complex business problems.
Role type
Senior IC data scientist (optimization & ML)
Builds
Production-grade optimization models and AI products on GCP
Domain
Operations research / discrete optimization / machine learning
Deliverable
production ML models
Required skills
Discrete optimization (Integer/Mixed Integer Programming), Python (production-ready code), SQL, Cloud ML deployment (GCP), MLOps, Data wrangling/pipelines
Preferred skills
DBT, CI/CD pipelines, Google Cloud Platform expertise
Technologies
Python, SQL, GCP, DBT, MLOps tools
Responsibilities
Maintain and enhance existing optimization models; Present model outputs and translate business requirements to technical solutions; Monitor and maintain deployed AI products; Improve data preparation pipelines; Collaborate with cross-functional teams to ensure model scalability; Implement MLOps best practices; Conduct ad hoc data analyses and visualizations
