53 applicants

Company

Airbnb · 12 hours ago

Staff Machine Learning Engineer, Marketing Technology

Remote-USA

Full-time

Remote

Lead/Staff

$204K/yr - $259K/yr

9+ years exp

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Comp. & Benefits

H1B Sponsor Likely

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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.

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.

Machine LearningPythonData EngineeringMachine Learning InfrastructureScalaJavaC++Deep LearningFeature EngineeringReinforcement LearningLarge Language ModelsA/B TestingGradient Boosted TreesNeural NetworksOptimization

Required

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) and algorithms (eg. gradient boosted trees, neural networks/deep learning, optimization).

Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models.

Preferred

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

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

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Trends of Total Sponsorships

2023 (119)

2022 (236)

2021 (282)

2020 (244)