Remote Staff Machine Learning Engineer, Marketing Technology

Summary

Join Airbnb's Marketing Technology team as a Staff Machine Learning Engineer to leverage AI/ML for personalized customer experience and make a big impact on the company's mission.

Requirements

• 9+ years of industry experience in applied Machine Learning with a BS/Masters or 7+ years with a PhD
• Strong programming (Scala / Python / Java/ C++ or equivalent) and data engineering skills
• Deep understanding of Machine Learning best practices (eg. training/serving skew minimization, A/B test, feature engineering, feature/model selection)
• Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models

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
• Collaborate 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
• Hands-on develop, productionize, and operate Machine Learning 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 and high-performing Machine Learning systems

Preferred Qualifications

Hands on experience with advanced Machine Learning Techniques, including but not limited to reinforcement learning, deep learning, and large language models (LLM)

Benefits

• Bonus
• Equity
• Benefits
• Employee Travel Credits