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Machine Learning Engineer, Relevance and Personalization

1 hour, 8 minutes ago
United States
Full-time
Mid Level
Machine Learning Engineer
Software Development
Apache Airflow Apache Spark C++ Computer Vision Deep Learning Feature Engineering Hive Java Kafka Kubernetes Machine Learning Neural Networks NLP Python PyTorch Scala TensorFlow
Apply Now
Airbnb

Airbnb

Airbnb is the world's largest community-driven hospitality company, offering homes and experiences in 191 countries. It is an online marketplace connecting people to unique accommodations and experiences globally.

Hotels, Restaurants & Leisure
5K-10K
Founded 2008
View All Jobs 143

Description

  • Work with large-scale structured and unstructured data to build and improve machine learning models for product, business, and operational use cases.
  • Collaborate with software engineers, product managers, operations, and data scientists to identify business-impact opportunities and prioritize model requirements.
  • Drive engineering decisions and quantify the impact of machine learning solutions.
  • Develop, productionize, and operate machine learning models and pipelines at scale for both batch and real-time use cases.
  • Use third-party and in-house machine learning tools and infrastructure to build reusable, high-performing ML systems.
  • Enable fast model development, low-latency serving, and ongoing model quality maintenance.
  • Contribute to end-to-end search ranking, data pipelines, feature innovation, model innovation, serving efficiency, and experimentation efficiency.
  • Support ranking solutions that help maintain a healthy marketplace for hosts and guests.

Requirements

  • New graduate Ph.D. in ML/AI or 2+ years of industry experience in applied ML/AI with an M.S. or B.S. degree.
  • Strong programming skills in Scala, Python, Java, C++, or equivalent languages.
  • Strong data engineering skills.
  • Deep understanding of machine learning best practices, including training/serving skew minimization, A/B testing, feature engineering, and feature/model selection.
  • Knowledge of machine learning algorithms such as neural networks, deep learning, and optimization.
  • Experience in one or more relevant domains such as natural language processing, computer vision, personalization, search and recommendation, marketplace optimization, or anomaly detection.
  • Exposure to 3 or more of the following technologies: TensorFlow, PyTorch, Kubernetes, Spark, Airflow or equivalent, Kafka or equivalent, and data warehouses such as Hive.
  • Exposure to architectural patterns for large-scale software applications, including well-designed APIs, high-volume data pipelines, and efficient algorithms.
  • Ability to choose appropriate ML methods within current constraints while planning for future iterations.
  • Ability to work deeply on high-impact solutions while also leading multiple directions across teams and organizations.
  • US remote eligibility, with occasional office or offsite attendance as needed, and residency in a state where Airbnb has a registered entity.

Benefits

  • Base pay range of $157,000 to $185,000 USD.
  • Potential eligibility for bonus.
  • Potential eligibility for equity.
  • Potential eligibility for benefits.
  • Potential eligibility for Employee Travel Credits.
  • US-remote eligible work arrangement.
  • Occasional office or offsite attendance may be required by agreement with a manager.

Interested in this position?

Apply directly on the company website

Apply Now

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