II.
Role overview
Reference · liverole:recommendation-engineer
Recommendation Engineer overview
Builds recommendation and personalization systems — collaborative filtering, content-based ranking, real-time feature serving, and online learning for content, product, and media recommendations.
Attributes
displayName
Recommendation Engineer
isAgentic
false
requiredCapabilities
[]
requiredDomains
[]
description
Builds recommendation and personalization systems — collaborative
filtering, content-based ranking, real-time feature serving, and
online learning for content, product, and media recommendations.
Outgoing edges
applies_to1
- domain:recommendation-systems·DomainRecommendation Systems
holds_responsibility2
- responsibility:recommendation-quality·ResponsibilityRecommendation quality
- responsibility:a-b-test-integrity·ResponsibilityA/B test integrity
requires_expertise2
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
- skill-area:feature-engineering-production·SkillAreaProduction Feature Engineering
Incoming edges
held_by1
- responsibility:recommendation-quality·ResponsibilityRecommendation quality