The opportunity
About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole.
What they're looking for
- Partnering with engineering leads to design scheduling capabilities that: maximize cluster utilization while honoring resource guarantees—ensuring jobs have the right prerequisites (data, checkpoints, hardware affinity) validated before launch to avoid wasted compute.
- Drive product strategy and roadmap for compute capacity management, including: quota systems, fairness policies, bin-packing optimizations, and gang-scheduling for distributed workloads.
- Own the trade-off framework between utilization efficiency, job latency,: cost, and reliability—making transparent prioritization decisions and communicating them clearly to senior leadership.
- Collaborate with the Capacity Strategy & Operations team on capacity planning: models, demand forecasting, and cost-to-serve analytics that inform infrastructure investment decisions.