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14 minutes ago
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distributed systems evaluation llm retrieval prompting
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πŸ“‹ Description

  • Own ML projects end-to-end from exploration to production.
  • Build agentic LLM systems with tools, retrieval and orchestration.
  • Treat evaluation as core engineering work with eval sets and tests.
  • Improve model quality via prompting, retrieval, distillation or fine-tuning.
  • Work across the full AI stack: data prep, serving, monitoring.
  • Partner with Product, Clinical, and Engineering; translate requirements.

🎯 Requirements

  • Shipping ML systems to production that users depend on.
  • Hands-on LLM work in production: prompting, tool calls, agent workflows.
  • Rigorous evaluation: built eval datasets/frameworks.
  • Strong ML fundamentals and clear tradeoff reasoning.
  • Comfort with ambiguity turning problems into production.
  • Solid engineering: production-grade code and distributed systems.

🎁 Benefits

  • Exposure to healthcare AI and high-stakes domains.
  • Open source contributions and knowledge sharing encouraged.
  • Company-wide benefits aligned to local regulations.
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