Senior/Staff Machine Learning Research Engineer, General Agents, Enterprise GenAI

Scale AI is seeking a Senior/Staff Machine Learning Engineer to design, build, and deploy production-ready AI agents for enterprise use cases. You will work across the full agent lifecycle, from model and system design to evaluation and deployment, bridging cutting-edge agentic techniques with real-world customer requirements.

• Design and implement end-to-end agent systems combining LLM reasoning, tool use, memory, and control logic
• Build scalable and reliable agent architectures for diverse customer environments
• Develop evaluation frameworks, datasets, and metrics for agent performance
• Collaborate with product managers, customers, and engineering teams
• Productionize frontier agent techniques into maintainable, observable systems
• Own deployment, monitoring, and iteration of agent systems