Machine Learning Engineer
Core
Analyze assistant interactions and internal evaluations to identify improvement opportunities for AI agents.
Role type
Senior IC machine learning engineer (AI agent science)
Builds
AI assistant solutions and agent architecture improvements
Domain
Internet services / E-commerce / Fintech / AI
Deliverable
production ML models
Required skills
Python, SQL, statistics, experimental design, predictive modeling, problem formulation, data analysis
Preferred skills
Large-scale structured data handling, research evaluation
Technologies
Python, SQL
Responsibilities
Analyze assistant interactions and internal evaluations to identify improvement opportunities; Generate data-driven insights to guide product development and feature prioritization; Conduct research to improve agent architecture and user intent understanding; Design and execute experiments to evaluate impact; Collaborate with engineers to implement and productionize improvements; Leverage diverse datasets to improve assistant capabilities.
