Summary

The technical lead, machine learning will own the execution layer for A1's intelligence, translating research into reliable production ML systems. The role focuses on model training, evaluation, inference, deployment, and integration with product applications; the working arrangement is not specified.

Responsibilities

• Own end-to-end ml system execution
• Fine-tune models using lora and qlora
• Architect scalable inference systems for production
• Design training data systems and pipelines
• Implement evaluation pipelines for model safety
• Optimize gpu deployments for latency and cost
• Integrate ml systems into product applications