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python kubernetes tensorflow pytorch airflow📋 Description
- Work with large-scale data to build ML models for Airbnb products.
- Collaborate with engineers, PMs, ops, and data scientists to define requirements and impact.
- Develop, productionize, and operate ML models and pipelines at scale (batch and real-time).
- Leverage tools/infrastructure to create high-performing ML systems with low latency.
🎯 Requirements
- PhD in ML/AI or 2+ years industry exp with MS/BS.
- Strong programming: Scala, Python, Java, or C++.
- Deep ML practices including training/serving skew, AB tests, feature/model selection.
- Experience with 3+ of: TensorFlow, PyTorch, Kubernetes, Spark, Airflow, Kafka, Hive.
- Understand large-scale API and data pipeline architectures.
- Able to lead across teams and pick ML methods with a clear next steps vision.
🎁 Benefits
- Bonus, equity, and travel credits.
- Disability-inclusive process and accommodations on request.
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