Remote Senior Staff Machine Learning Engineer

Summary

Join Airbnb's Trust team as a senior technical individual contributor to partner with senior leaders across the broader technical organization, working on cutting-edge Machine Learning models for various use cases.

Requirements

• 12+ years of industry experience in applied Machine Learning
• A Bachelor’s, Master’s or PhD in CS/ML or related field
• Strong programming (Scala / Python / Java/ C++ or equivalent) and data engineering skills
• Deep understanding of Machine Learning best practices, algorithms and domains
• Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, Spark, Airflow (or equivalent), Kafka (or equivalent), data warehouse (eg. Hive)
• Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models
• Exposure to architectural patterns of a large, high-scale software applications (e.g., well-designed APIs, high volume data pipelines, efficient algorithms, models)
• Experience with test driven development, familiar with A/B testing, incremental delivery and deployment

Responsibilities

• Work with large scale structured and unstructured data
• Build and continuously improve cutting edge Machine Learning models for Airbnb product, business and operational use cases
• Work collaboratively with cross-functional partners including software engineers, product managers, operations and data scientists
• Identify opportunities for business impact, understand, refine, and prioritize requirements for machine learning models
• Drive engineering decisions, and quantify impact
• Work closely with other trust defense and platform teams to tackle the changing landscape of fraud attacks
• Hands-on develop, productionize, and operate Machine Learning models and pipelines at scale

Benefits

• Bonus
• Equity
• Benefits
• Employee Travel Credits