Build, optimize, and scale Ray Data, a Python-native data processing engine for AI/ML workloads. Improve performance, ensure fault tolerance at high scale, and support production training and multi-modal batch inference for AI-native companies.
226k – 241k
On-site4+ YOEData Engineering
About the role
Responsibilities
Improve the performance of Ray Data and multi-modal batch inference use cases.
Ensure efficient scaling across different stages of the Data pipeline in a heterogeneous environment.
Build data loading solutions for production training workloads.
Focus on stability and fault tolerance at high scale.
Work with customers and new age AI native companies in scaling their AI workloads.
Requirements
At least 3-4 years of relevant work experience.
Solid background in building scalable and fault-tolerant distributed systems.
Experience with data processing, database internals.
Passionate about large scale systems and performance for AI.
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