Description
The Growth Platform team's vision is to drive long-term sustainable growth for the Airbnb community. Our mission is to build a best-in-class agentic system, and capabilities to support the growth of all Airbnb products, current and future.
We achieve this by delivering highly personalised and relevant content and product experiences to the Airbnb community, both on and off of the Airbnb platform. The north star is full autonomy , where AI identifies opportunities, creates campaigns, personalises experiences, and optimises outcomes with minimal human intervention.
As a machine learning engineer or scientist, your expertise will be pivotal in developing AI-powered solutions to shape the future of the Airbnb agentic growth platform with cutting-edge AI techniques. You will drive and guide the rest of the engineers to brainstorm, design and develop AI products and features from inception to production.
Some example projects you will work on:
- AI-Powered Content Generation
- ML/AI Orchestration for Decisioning
- Proactive Marketing Analyst Agent
A typical day will involve working with large scale structured and unstructured data; exploring, experimenting, building and continuously improving Machine Learning models and pipelines for Airbnb product, business and operational use cases.
You will work collaboratively with cross-functional partners including product managers, operations and data scientists, to identify opportunities for business impact; understand, refine, and prioritise requirements for machine learning, and drive engineering decisions.
Hands-on develop, productionise, and operate ML/AI models and pipelines at scale, including both batch and real-time use cases.
Leverage third-party and in-house Machine Learning tools & infrastructure to develop reusable, highly differentiating and high-performing Machine Learning systems, enable fast model development, low-latency serving and ease of model quality upkeep.
Collaborate actively with engineers to apply ML / AI in their solutions to help validate ideas and guide to the right outcomes.
Partner with ML/AI Engineers in foundations engineering to mentor and develop initiatives that make ML/AI applications a core discipline for non-ML/AI engineers.
Your expertise will be crucial in developing AI-powered solutions to shape the future of the Airbnb agentic growth platform with cutting-edge AI techniques.