Senior Machine Learning Engineer, Learner Modeling

Senior Machine Learning Engineer focused on Learner Modeling at Instructure. This role involves designing, building, and owning machine learning models for mastery and progression features, including knowledge tracing and longitudinal approaches. Responsibilities include shaping data foundations, translating definitions into model targets, building estimation and scoring approaches, and managing models in production.

Skills and focus areas

• machine learning
• machine learning engineering
• learner modeling
• knowledge tracing
• longitudinal modeling
• data pipelines
• model training
• model scoring
• production deployment
• model quality monitoring
• communication