Data Scientist
Core
Strengthening and scaling a production-grade optimization solution using advanced analytics, Linear Integer Programming, and MLOps.
Role type
Senior IC Data Scientist (Optimization & MLOps)
Builds
Production-grade optimization models and AI products on GCP
Domain
Operations Research / Optimization / Cloud Infrastructure
Deliverable
production ML models
Required skills
Discrete optimization (Integer/Mixed Integer Programming), Python, GCP, MLOps, SQL, Data wrangling, DBT, Software architecture
Preferred skills
CI/CD pipelines, Stakeholder dialogue, Agile collaboration
Technologies
Python, GCP, DBT, SQL
Responsibilities
Maintain and improve existing optimization models; Present model outputs and insights to stakeholders; Ensure deployed AI product robustness via monitoring; Improve data preparation pipelines; Collaborate on performance and scalability; Implement MLOps practices; Perform ad hoc analyses and create visualizations. (via careerplan.io/jobs/31271684-data-scientist-at-avaron-ab)
Seniority
Senior, hands-on IC
