Data Scientist
Core
Develop and maintain production-grade optimization and analytics solutions, evolving robust analytical tools into scalable systems used in practice.
Role type
Senior IC data scientist (discrete optimization & ML)
Builds
Production-grade optimization models and analytics solutions
Domain
Tech / Operations Research / Cloud Platforms
Deliverable
production ML models | product features
Required skills
Discrete optimization (Linear/Integer/Mixed Integer Programming), Python, SQL, Data wrangling, Cloud platforms (GCP), Stakeholder communication
Preferred skills
MLOps, CI/CD pipelines, DBT
Technologies
Python, SQL, GCP, DBT
Responsibilities
Maintain and improve existing optimization models by identifying weaknesses and scaling performance; Develop and support production-grade solutions focusing on robustness and efficiency; Prepare, transform, and enrich data by improving pipelines and integrating sources; Present model outputs and translate business needs into technical approaches; Monitor and maintain deployed solutions on GCP; Collaborate with Data Scientists, ML Engineers, and Product Managers; Perform ad hoc analyses and build visualizations.
Seniority
Senior, hands-on IC
