Beschreibung

In this role, you will shape personalized user journeys by developing machine learning models and decisioning frameworks. By collaborating with cross-functional teams, you will ensure that data-driven insights enhance user experiences across high-traffic conversion funnels.

Anforderungen

• •5+ years of professional experience in data science or a related quantitative field
• •Strong foundation in machine learning concepts relevant to personalization and marketing communications
• •Hands-on experience with regression, classification, clustering, recommendation systems, and experimentation
• •Practical experience designing and analyzing A/B tests and controlled experiments
• •Experience working with customer behavior data and segmentation
• •Extensive experience operating in production environments and collaborating closely with engineers
• •Clear, structured communication skills and a collaborative mindset

Aufgaben

• •Build and iterate on machine learning models for personalization
• •Develop decisioning models for user conversion steps
• •Collaborate with Engineering on system design for data science solutions
• •Work with Product and Engineering to integrate ML-driven decisions into conversion funnels
• •Design experiments for decisioning models, defining success metrics and guardrails
• •Monitor model performance, data reliability, and latency in production
• •Iterate on models when issues are detected

Benefits