Machine Learning Engineer
Core
Build and scale machine learning systems that influence production decisions and business outcomes, including real-time and batch processing pipelines.
Role type
Senior IC machine learning engineer (recommendation systems)
Builds
Large-scale production ML systems, training and serving pipelines, and automated retraining processes
Domain
AdTech / mobile advertising technology
Deliverable
production ML models
Required skills
Deep neural networks, recommendation systems, software engineering, model monitoring, pipeline optimization, automated retraining
Preferred skills
AdTech experience, PhD in ML/Math/CS/Physics
Technologies
Neural networks, production ML frameworks
Responsibilities
Develop and deploy ML models for large-scale production; Build or adopt technologies to improve model training and serving; Research emerging ML techniques; Design and scale efficient ML pipelines; Monitor model performance and implement automated retraining; Apply software engineering practices for reliable systems
Seniority
Senior, hands-on IC
