Senior Machine Learning Engineer, Trust

📋 Description

• Collaborate with product managers, data scientists, software engineers, and operations teams to
• Design, build, and productionize end-to-end Machine Learning pipelines, including feature
• Investigate emerging fraud patterns and threat signals with your teammates, and develop ML-based
• Write, review, and ship clean, testable code — whether training a new model, improving an existing
• Work with large-scale structured and unstructured data to continuously improve ML models for Airbnb
• Participate in code reviews, design discussions, and cross-team collaborations to contribute to a

🎯 Requirements

• 5+ years of industry experience in applied Machine Learning, with a track record of building and
• Strong programming skills in Python (required) and familiarity with Scala, Java, or equivalent.
• Solid understanding of Machine Learning best practices — e.g., training/serving skew minimization
• Experience with ML frameworks and tooling such as TensorFlow, PyTorch, or equivalent.
• Experience with data engineering and building end-to-end ML pipelines, including both batch and
• Exposure to architectural patterns of large, high-scale software applications (e.g., well-designed