Senior Machine Learning Engineer - Open Application
Core
Build and maintain production ML systems for real-time ad delivery and auction resolution in a high-traffic omnichannel advertising platform.
Role type
Senior Machine Learning Engineer (Production Systems)
Builds
Real-time prediction and control systems for ad delivery, handling millions of live ads and billions of predictions per second.
Domain
Digital Advertising / Real-time Bidding / High-Performance Computing
Deliverable
production ML models
Required skills
Python, Java, Scala, software engineering practices (testing, debugging, performance tuning), implementing ML algorithms in production, problem solving
Preferred skills
Data Engineering tools (Spark, Airflow), ML frameworks (TensorFlow, PyTorch), performance engineering, cloud infrastructure (AWS, GCP), Master's or PhD in SC/Math
Technologies
Python, Java, Scala, Spark, Airflow, TensorFlow, PyTorch, AWS, GCP
Responsibilities
Improve existing ML library & tools, design and implement robust ML models and algorithms, collaborate with data scientists on ML strategies, mentor team members, write and automate tests, keep up to date with latest ML technologies
Seniority
Senior, hands-on IC
