Senior Machine Learning Engineer, Trust

As a Senior Machine Learning Engineer on the Trust team at Airbnb, you will play a crucial role in developing and implementing machine learning solutions to protect the community and platform from fraud.

The Trust team is responsible for ensuring the safety and integrity of the Airbnb platform, and you will work closely with cross-functional teams to design and build ML models that detect and prevent fraud.

Your responsibilities will include:

• Collaborating with product managers, data scientists, and engineers to identify opportunities and develop ML solutions
• Designing, building, and deploying end-to-end ML pipelines for batch and real-time use cases
• Investigating emerging fraud patterns and developing ML-based detections and tools
• Writing, reviewing, and shipping clean, testable code
• Working with large-scale structured and unstructured data to improve ML models

To be successful in this role, you will need:

• 5+ years of industry experience in applied Machine Learning
• Strong programming skills in Python and familiarity with Scala, Java, or equivalent
• Solid understanding of Machine Learning best practices and algorithms
• Experience with ML frameworks and tooling such as TensorFlow, PyTorch, or equivalent
• Experience with data engineering and building end-to-end ML pipelines
• Exposure to architectural patterns of large, high-scale software applications
• Experience with test-driven development, incremental delivery, and deployment practices
• A Bachelor's, Master's, or PhD in CS/ML or a related field