Staff Machine Learning Engineer
Core
Building proactive AI applications that organize users' lives with minimal prompting, focusing on high-reliability long-running workflows and real-world task completion.
Role type
Staff Machine Learning Engineer (Production Systems)
Builds
End-to-end ML systems, training/fine-tuning pipelines, evaluation frameworks, and high-performance inference infrastructure for large models.
Domain
Artificial Intelligence / Large Language Models / Production Systems
Deliverable
production ML models
Required skills
Large model training and fine-tuning, GPU-based system architecture, ML evaluation design, data pipeline engineering, production-grade software engineering, system optimization (latency/cost/reliability)
Preferred skills
Experience shipping ML systems used by billions, navigating ambiguous technical problems, rapid experimentation and iteration
Technologies
Python, PyTorch, JAX, GPU clusters
