Machine Learning Engineer for Personalization
Toptal
About the role
About
Join an innovative media and tech company as a Senior Machine Learning Engineer, focusing on personalization systems. Drive contextual ad rendering and enhance user engagement through advanced ML solutions.
You will be responsible for architecting and scaling production-grade ML systems that utilize user signals for better outcomes. Candidates should have a minimum of 6 years in ML engineering, skilled in optimizing systems while ensuring compliance and security. Your work will directly impact user experiences and business metrics.
Responsibilities
- Implement scalable ML systems for personalization
- Optimize contextual models for performance and latency
- Oversee the entire ML lifecycle from training to monitoring
- Build feature stores and maintain ML infrastructure
- Support experimentation frameworks to improve engagement
Requirements
- 6+ years in Machine Learning Engineering
- Recent experience designing scalable ML systems
- Proficient in Python, with Tensor Flow or Py Torch
- Experience with high-availability microservices
- Familiar with CI/CD, Docker, and Kubernetes
Drive impactful ML solutions to enhance personalization and user connection in this essential role.
Skills
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