100 applicants

Company

Airbnb · 1 day ago

Senior Staff Machine Learning Engineer, Security

Remote - US

Full-time

Remote

Senior Level, Lead/Staff

$244K/yr - $304K/yr

12+ years exp

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Comp. & Benefits

H1B Sponsor Likely

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Responsibilities

Support, scale, and advance security or related functions through practical applied uses of data analytics, ML models, and integration of genAI and LLM models from past experience at equivalent size, scope, scale, and technically complex companies comparable to Airbnb.

Provide strategic approaches and methodologies to advance security disciplines working with large scale structured and unstructured data, build, and continuously improve cutting edge Machine Learning models for these disciplines.

Continuously identify, drive, and support opportunities where Information Security disciplines can benefit from your area of expertise. Work collaboratively with cross-functional partners including software engineers, product managers, operations, and data scientists to do so.

Work through ambiguity to detailed solutions. You can and support others to take a vague problem, crisply frame the challenge, what’s being solved for, identify a path forward, and drive an initiative over the finish-line.

You have a demonstrated ability to see the interconnectedness of not only the immediate problem you’re solving for, but also those of other organizations to unify cross-functional stakeholders to deliver solutions that are best for Airbnb vs. a single business unit.

Self-motivated, proactive and proven ability to adapt well and work with teams having different operating cadences and breadth of subject matter backgrounds.

Provide sound business judgment, a proven ability to influence others, strong analytical skills, and a track record of taking ownership, leading data driven analyses, and influencing results.

Develop processes where little exists across large organizations, and demonstrated flexibility to get things done.

Drive technology changes to improve capabilities to protect Airbnb in your area of expertise.

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.

Applied Machine LearningData AnalyticsMachine Learning InfrastructureProgramming (Scala/Python/Java/C++)Machine Learning Best PracticesTensorFlowPyTorchKubernetesSparkAirflowKafkaData Warehouse (Hive)Information SecurityTest Driven Development

Required

12+ years of industry experience in applied Machine Learning

A Bachelor’s, Master’s, or PhD in CS/ML or related field

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. gradient boosted trees, neural networks/deep learning, optimization) and domains (eg. natural language processing, computer vision, personalization and recommendation, 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.

Experience with Information Security or similar domains.

Strong written and verbal communication skills.

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

Represents job field similar to this job

Trends of Total Sponsorships

2023 (119)

2022 (236)

2021 (282)

2020 (244)