Remote Senior Machine Learning Engineer, User Listing Marketplace Intelligence

Summary

Join the User Listing Marketplace Intelligence Machine Learning (ULM-ML) team at Airbnb as a Senior Engineer to improve the Host and Guest experience by leveraging open source, third party, and home grown ML models. You will partner closely with data science, product partners, and other ML + data engineers on the team to execute on these opportunities.

Requirements

• 5+ years of industry experience in applied Machine Learning
• Must have experience in both Natural Language Processing and Computer Vision
• Strong programming (Scala / Python / Java/ C++ or equivalent) and data engineering skills
• Deep understanding of Machine Learning best practices
• Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, Spark, Airflow (or equivalent), Kafka (or equivalent)
• 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
• 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
• Prototype machine learning use cases for use in the product, and work with stakeholders to iterate on requirements
• Develop, productionize, and operate Machine Learning models and pipelines at scale

Benefits

• Bonus
• Equity
• Benefits
• Employee Travel Credits