Airbnb
StaffMachineLearningEngineer,RelevanceandPersonalization
“Staff Machine Learning Engineer, Relevance and Personalization at Airbnb. Skills: Machine Learning, ranking algorithms, data pipelines, feature engineering, model development, productionizing Machine Learning models. developing end-to-end ranking algorithms and ecosystems. optimizing multiple critical business objectives”
What You'll Achieve.
optimizing multiple critical business objectives; quantify impact
Industry & Context.
optimization; anomaly detection
must live in a state where Airbnb, Inc. has a registered entity
What They're Looking For.
Must Have
9+ years of industry experience in applied Machine Learning, programming (Scala / Python / Java / C++ or equivalent), data engineering skills, Deep understanding of Machine Learning best practices, algorithms (eg. neural networks/deep learning, optimization), domains (eg. natural language processing, computer vision, personalization, search and recommendation, marketplace optimization, anomaly detection), 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, Experience with test driven development, familiar with A testing, incremental delivery and deployment
Nice to Have
MS or PhD in relevant fields, Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, Spark, Airflow (or equivalent), Kafka (or equivalent), data warehouse (eg. Hive), familiar with A testing, incremental delivery and deployment
What You'll Do.
developing end-to-end ranking algorithms and ecosystems
optimizing multiple critical business objectives
build and continuously improve cutting edge Machine Learning models
identify opportunities for business impact
and prioritize requirements for machine learning models
drive engineering decisions
and operate Machine Learning models and pipelines at scale
enable fast model development
ease of model quality upkeep
How You'll Work.
Team & Collaboration
collaborate closely with teams across Airbnb; Work collaboratively with cross-functional partners including software engineers, product managers, operations and data scientists
Communication Scope
communication
Applying for this Staff Machine Learning Engineer, Relevance and Personalization role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
ANONYMOUS · UNFILTERED
What do employees actually say about Airbnb?
Real rants from real employees. Read before you apply.