Machine Learning Engineer, Relevance and Personalization

About this role

Join Airbnb's Relevance and Personalization team as a Machine Learning Engineer, where you'll create and refine advanced ranking algorithms that enhance search and recommendations across the platform. Collaborate with cross-functional teams to develop effective machine learning solutions, using diverse data types and cutting-edge technologies to optimize user experiences.

What you'll do

• Build and improve machine learning models for various Airbnb use cases
• Collaborate with software engineers and product managers to prioritize machine learning requirements
• Develop and maintain scalable machine learning pipelines for both batch and real-time applications
• Utilize machine learning tools and infrastructure for efficient model development
• Drive engineering decisions and measure the impact of implemented solutions
• Conduct experiments and refine algorithms based on analysis

What they're looking for

• Programming in Scala, Python, Java, or C++
• Data engineering expertise
• Understanding of machine learning best practices and algorithms
• Experience with TensorFlow, PyTorch, Kubernetes, or Spark
• Knowledge of architectural patterns for large software applications
• Ability to choose suitable ML methods for problem-solving
• Strong collaboration and leadership skills

Benefits

• Remote work flexibility
• Collaborative team-oriented environment
• Opportunities for professional growth and development
• Engagement with cutting-edge AI technologies
• Competitive compensation package
• [Unknown]