Data Science Engineer III
Core
Build production-grade AI models for demand forecasting, pricing, and optimization to drive real-time decision intelligence for commercial teams.
Role type
Senior IC Data Science Engineer (Applied AI/Production)
Builds
Pricing, inventory, and network optimization engines
Domain
Aviation, travel, mobility, retail, e-commerce
Deliverable
production ML models
Required skills
Python, SQL, statistics, machine learning, time-series forecasting, model validation, experiment design, cloud platforms (GCP/BigQuery), data warehousing, orchestration (Airflow/Dagster), CI/CD
Preferred skills
dynamic pricing, revenue management, optimization, MLOps, real-time OLAP (ClickHouse), SaaS environment
Technologies
Python, GCP, BigQuery, Airflow, Dagster, ClickHouse
Responsibilities
Develop and iterate on forecasting/optimization models; analyze data to define features; run offline/online experiments; write production-grade code; monitor deployed models for drift/quality; partner with stakeholders to translate business problems.
Seniority
Senior, hands-on IC
