Staff AI Engineer

Airwallex-posted 3 months ago
Senior
San Francisco, CA
1,001-5,000 employees
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You’ll be the technical leader for AI on our team, setting strategy, architecture, and standards for agentic systems that automate complex, multi-step workflows. You will turn one-off wins into reusable patterns and platforms, moving ideas from whiteboard to reliable, scalable production.

  • Define shared architectures and reusable patterns for reasoning, tool use, and workflow automation.
  • Build and evolve shared agent platforms using frameworks like LangChain, LlamaIndex, AutoGen, CrewAI, and emerging OSS stacks.
  • Guide pragmatic model choices across prompting, RAG, fine-tuning, or training from scratch.
  • Establish standards for monitoring, evaluation, iteration, and integration into secure production systems while balancing reliability, scalability, and compliance.
  • Drive high-impact initiatives end-to-end; mentor engineers and lead design reviews.
  • Build systems that improve with usage and apply learnings across use cases.
  • 8+ years in applied AI/ML with production deployments and cross-team impact.
  • Strong Python; experience with ML frameworks (PyTorch, JAX, TensorFlow).
  • Track record building and deploying AI agents, orchestration frameworks, or multi-step reasoning systems.
  • Proven ability to set direction, create standards, mentor, and balance innovation with production needs.
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