Tech Lead, Machine Learning Engineer - Global E-Commerce (Conversational AI)
Tech Lead, Machine Learning Engineer - Global E-Commerce (Conversational AI)
The Tech Lead, Machine Learning Engineer will be responsible for setting the technical direction and roadmap for conversational AI initiatives within global e-commerce. Key responsibilities include building tracing and tool call analytics, developing failure mode taxonomies, and driving high ROI engineering bets.
About the role
Tasks
Build tracing and tool call analytics
Develop failure mode taxonomies
Drive high ROI engineering bets
Hire and develop engineers
Implement regression safety and cost latency evaluation
Partner with cross-functional teams on technical decisions
Propose core abstractions and write design docs
Set technical direction and roadmap
Write load bearing code and PRs
Skills
Data CurationDeep LearningDeepSpeedDirect Preference OptimizationEvaluationExperiment trackingFSDPFine TuningHuman FeedbackKV cacheKnowledge DistillationKv cache reuseLanguage ModelsLarge Language ModelsLearning from Human FeedbackLong ContextLong Context TrainingMachine LearningMachine TranslationMegatronMixture of Experts