Senior Machine Learning Engineer, Relevance

🔥 13 hours ago

🇺🇸 United States – Remote

💵 $200k - $235k / year

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

🦅 H1B Visa Sponsor

This company has sponsored H1B visas in the past.

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Airbnb

WebsiteLinkedInAll Job Openings

5001 - 10000 employees

Founded 2007

✈️ Travel

📦 Logistics

🛍️ eCommerce

💰 Post-IPO Equity on 2020-12

Travel • Logistics • eCommerce

Airbnb is a global online marketplace that connects people looking for accommodation with hosts offering unique and diverse lodging options, often in residential properties. Users can book spaces ranging from one-bedroom apartments to entire homes and boutique hotels. Airbnb also offers experiences, allowing guests to book activities hosted by locals, providing an authentic travel experience.

📋 Description

• Lead work on critical, impactful projects focused on end-to-end ranking algorithms and ecosystems for optimizing multiple business objectives • Build and continuously improve cutting-edge Machine Learning models using large-scale structured and unstructured data • Collaborate with software engineers, product managers, operations, and data scientists to identify business-impact opportunities and refine and prioritize model requirements • Drive engineering decisions and quantify impact • Develop, productionize, and operate Machine Learning models and pipelines at scale for batch and real-time use cases • Leverage third-party and in-house Machine Learning tools and infrastructure to build reusable, high-performing systems • Enable fast model development, low-latency serving, and easier model-quality upkeep • Work on projects such as feature platforms, model interpretability, hyperparameter optimization, and concept drift detection • Collaborate across Airbnb to develop ranking solutions supporting a healthy marketplace for hosts and guests

🎯 Requirements

• 5+ years of industry experience in applied Machine Learning, inclusive of an MS or PhD in relevant fields • Strong programming and data engineering skills in Scala, Python, Java, C++, or equivalent • Deep understanding of Machine Learning best practices, including training/serving skew minimization, A/B testing, feature engineering, and feature/model selection • Knowledge of neural networks/deep learning and optimization • Knowledge of natural language processing, computer vision, personalization, search and recommendation, marketplace optimization, or anomaly detection • Experience with 3 or more of TensorFlow, PyTorch, Kubernetes, Spark, Airflow or equivalent, Kafka or equivalent, and data warehouses such as Hive • Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models • Exposure to architectural patterns of large, high-scale software applications, including well-designed APIs, high-volume data pipelines, and efficient algorithms/models • Experience with test-driven development, A/B testing, incremental delivery, and deployment • Must live in a state where Airbnb, Inc. has a registered entity

🏖️ Benefits

• Bonus eligibility • Equity eligibility • Benefits • Employee Travel Credits • Remote work eligibility • Occasional work at an Airbnb office or attendance at offsites, as agreed with the manager • Reasonable accommodations throughout the recruitment process for applicants with disabilities

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