Senior Staff Machine Learning Engineer, Growth Platform Engineering
Core
Building agentic AI systems for personalized content generation, marketing decisioning, and autonomous campaign optimization to drive sustainable growth for Airbnb hosts and guests.
Role type
Senior Staff Machine Learning Engineer (Agentic Growth Platform)
Builds
AI-powered agentic systems for content generation, decisioning, and proactive marketing analysis
Domain
Travel marketplace, AI/ML, Digital Marketing
Deliverable
production ML models
Required skills
Applied ML/AI (12+ years), Neural networks/Deep learning, NLP, Computer vision, Personalization, Search/Recommendation, Marketplace optimization, Anomaly detection, Large-scale software architecture, Data engineering, Scala/Python/Java/C++, TensorFlow, PyTorch, Kubernetes, Airflow, Kafka
Preferred skills
Agentic/Automation frameworks, AI product lifecycle management, ML infrastructure testing frameworks
Technologies
TensorFlow, PyTorch, Kubernetes, Airflow, Kafka
Responsibilities
Develop and productionize ML/AI models and pipelines for batch and real-time use cases; Collaborate with cross-functional partners to identify business impact opportunities; Mentor non-ML/AI engineers on applying ML/AI in their solutions; Design AI agents for autonomous marketing opportunity identification; Optimize model performance and quality upkeep at global scale
Seniority
Senior Staff, hands-on IC with mentorship
