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Staff Engineer

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Staff Engineer in USA new

  • San Jose, CA

Responsibilities

  • Optimize model inference latency, throughput, resource utilization, and cost across the full prediction path.
  • Build infrastructure for model packaging, versioning, deployment, serving, monitoring, and rollback across cloud platforms and regions.
  • Design and optimize offline data pipelines using Databricks, Apache Spark, and warehouse or lakehouse technologies.
  • Connect offline and online feature pipelines while ensuring point-in-time correctness, consistent definitions, freshness, lineage, and reproducible backfills.
  • Evolve feature services and data integrations supporting risk models and decision systems.
  • Set technical direction, mentor engineers, and lead delivery across ML, data engineering, cloud infrastructure, security, and product teams.

Requirements

  • Experience building and operating large-scale distributed systems, ML infrastructure, or data platforms with technical ownership across teams.
  • Hands-on experience optimizing production model performance with measurable improvements in latency, throughput, utilization, or cost.
  • Deep understanding of Databricks and Spark or comparable offline data platforms, including query optimization, storage layouts, data correctness, and workload cost management.
  • Experience with the model lifecycle, including training and serving integration, validation, deployment, observability, and rollback.
  • Strong Python and SQL skills plus at least one backend or systems language such as Java, Scala, Go, or C++.
  • Ability to turn ambiguous requirements into clear architecture and deliver maintainable systems through hands-on engineering and technical leadership.
  • Preferred experience with SageMaker, Alibaba Cloud PAI/EAS, ONNX Runtime, TensorRT, Triton, Delta Lake, MLflow, feature stores, Kafka, Flink, low-latency data stores, fraud detection, or financial risk systems.
  • Fluency in Mandarin is a preferred qualification.

Benefits

  • Competitive total compensation package, including potential performance bonus and long-term incentives.
  • Learning and development programs.
  • Team-building programs and company events.
  • Wellness and meal allowances.
  • Comprehensive healthcare schemes for employees and dependants.

Salary: $215k - $322k/yr

OKX

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