121 applicants

Company

Original Job Post

Airbnb · 2 days ago

Senior Machine Learning Engineer, Relevance

United States

Full-time

Remote

Senior Level

$185K/yr - $220K/yr

5+ years exp

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H1B Sponsorship

Comp. & Benefits

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Responsibilities

Work with large scale structured and unstructured data to build and improve Machine Learning models.

Collaborate with cross-functional partners to identify business impact opportunities and drive engineering decisions.

Develop, productionize, and operate Machine Learning models and pipelines at scale.

Utilize third-party and in-house Machine Learning tools to build high-performing systems.

Contribute to projects like feature platform, model interpretability, and hyperparameter optimization.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

ProgrammingData EngineeringMachine LearningDeep LearningNeural NetworksOptimizationNatural Language ProcessingComputer VisionAnomaly DetectionTensorflowPyTorchKubernetesSparkAirflowKafkaHiveMachine Learning InfrastructureArchitectural PatternsAPIsData PipelinesAlgorithmsTest Driven Development/B TestingIncremental DeliveryDeployment

Required

5+ years of industry experience in applied Machine Learning, inclusive MS or PhD in relevant fields

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), algorithms (eg. neural networks/deep learning, optimization) and domains (eg. natural language processing, computer vision, personalization, search and recommendation, marketplace optimization, anomaly detection)

Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, Spark, Airflow (or equivalent), Kafka (or equivalent), data warehouse (eg. Hive)

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 (e.g., well-designed APIs, high volume data pipelines, efficient algorithms, models)

Experience with test driven development, familiar with A/B testing, incremental delivery and deployment

Benefits

Employee Travel Credits

Company

Airbnb

Glassdoor

4.3

Airbnb is an online community marketplace for people to list, discover, and book accommodations through mobile phones or the internet.

Founded in 2008

San Francisco, California, USA

5,001-10,000 employees

http://www.airbnb.com

H1B Sponsorship

Airbnb has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (119)

2022 (236)

2021 (282)

2020 (244)