Sr Machine Learning Engineer - ML Data
Core
Design and develop secure, scalable back-end systems and ML infrastructure to empower Ads teams to build and scale innovative ML systems for delivering optimized advertising content.
Role type
Senior IC machine learning platform engineer (advertising infrastructure)
Builds
Scalable ML platforms, feature stores, embedding management systems, and production data pipelines for ad networks.
Domain
Advertising technology, machine learning infrastructure, data engineering
Deliverable
infrastructure
Required skills
Production ML system development, ML infrastructure/frameworks design, feature store operations, embedding management, ML lifecycle management, deep learning architectures (PyTorch/TensorFlow), multi-modal data pipeline construction, distributed processing, batch/streaming deployments, workflow orchestration, data modeling and architecture, performance tuning, CI/CD automation
Preferred skills
Advertising industry experience, LLM-based data generation/evaluation, large-scale distributed training, privacy-preserving ML, agentic AI
Technologies
PyTorch, TensorFlow, distributed processing systems, modern storage formats
Responsibilities
Design and develop secure and scalable back-end systems for ML platforms, build and operate feature stores, manage embedding generation and versioning, construct production data pipelines for multi-modal data, optimize system performance and reliability.
Seniority
Senior, hands-on IC
