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Staff Software Engineer - GenAI inference

Databricks Mosaic · San Francisco, California

CHECKED 15H AGO

Infrastructureonsitestaff$191k–$233k
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At a glance

Highlights

  • Lead architecture of inference engine powering Foundation Model API.
  • Bridge research advances and production for large-scale LLM serving.
  • Drive routing, batching and memory scaling across distributed nodes.

What they offer

  • Annual performance bonus
  • Equity

Ideal candidate

Performance-obsessed systems leader with 6+ years owning complex infrastructure who thrives bridging research and production. You care about throughput, reliability, and guiding teams through influence to ship scalable GenAI systems.

Requirements

  • BS/MS/PhD in Computer Science, or a related field
  • Strong software engineering background (6+ years or equivalent) in performance-critical systems
  • Proven track record of owning complex system components and driving architectural decisions end-to-end
  • Deep understanding of ML inference internals: attention, MLPs, recurrent modules, quantization, sparse operations
  • Hands-on experience with CUDA, GPU programming, and key libraries (cuBLAS, cuDNN, NCCL)
  • Strong background in distributed systems design, including RPC frameworks, queuing, batching, sharding
  • Demonstrated ability to uncover and solve performance bottlenecks across layers
  • Experience building instrumentation, tracing, and profiling tools for ML models
  • Ability to lead through influence and translate novel model ideas into production systems
  • Excellent communication and leadership skills, with proactive ownership mindset

Lab profile

About Databricks Mosaic

Builds unified data analytics and AI platform to productionize AI applications.

What they build

  • Databricks platform
  • Unified Data Analytics and AI
  • AI platform

Known for

  • Forward-deployed AI engineering
  • Productionizing first-of-kind AI applications
  • Customer platform adoption and scale
  • Cross-functional engineering and product collaboration
More about Databricks Mosaic →
Apply on the lab’s site ↗