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AnyscaleAnyscaleSan Francisco, CA

Software Engineer (Ray Data)

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.

Skills

RayPythonDistributed SystemsData ProcessingDatabase InternalsFault ToleranceScalabilityBatch InferenceAi Workloads
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