SDE IV (ML Engineering)
Core
Bridge the gap between data science research and production systems by implementing model finetuning, distillation, and routing algorithms for AI Commerce.
Role type
Senior Machine Learning Engineer (Production Systems)
Builds
Production ML pipelines, routing algorithms, cost-optimization logic, and shared evaluation infrastructure for Glance AI.
Domain
AI Commerce, E-commerce, Machine Learning
Deliverable
production ML models
Required skills
Software engineering fundamentals, ML pipeline construction, algorithmic thinking for optimization, system monitoring and iteration
Preferred skills
Model finetuning, model distillation
Technologies
None explicitly stated
Responsibilities
Turn data science findings into production systems, build data pipelines and platform components, own engineering rigor of shared evaluation infrastructure, ship and monitor production systems
Seniority
Senior, hands-on IC
