AI and HPC infrastructure suffer from scarcity and high costs, so when failures occur, they are costly in time and money. Cluster productivity directly determines research output and revenue. Achieving high utilization and throughput is increasingly challenging due to the complexity of workloads, hardware, and operations.
Cedana maximizes AI+HPC cluster utilization and reliability with automated GPU checkpointing infrastructure. We enable transparent, fast migration of GPU workloads across instances without losing work. Workloads automatically migrate to achieve new levels of reliability and throughput while accelerating time to results. Our system is at the kernel/OS level, requiring no code or config changes, and works seamlessly with Kubernetes, SLURM, and NVIDIA Dynamo. Today, we're deploying into leading inference platforms, neoclouds, enterprise, and research clusters.
Cedana's founding team has spent over a decade making computation run fast, productively, and reliably for AI. Our research appears in NeurIPS and CVPR. We published some of the earliest formal methods for guaranteeing convergence in distributed training. At Shopify, we've developed a control plane for robotics fleets used in warehouse automation. We bring repeat founder experience, having built and exited a Series B healthcare AI company.
Backed by Y Combinator, Initialized Capital, Pebblebed (founders of OpenAI and Facebook AI Research), Keith Adams (engineer #20 at VMware, founded HHVM and FAIR at Facebook, Chief Architect at Slack), Venture Guides, Garry Tan, and Gokul Rajaram.
You will own the core components of our test and validation for kernel development. This includes measurement and optimization. Over time, you will contribute to critical core components of our system, with a focus on new capabilities, performance, and reliability.
What You'll Do
Cedana is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status
Fast, reliable, reproducible AI with GPU live migration
Salary
$140,000 - $180,000
Equity
0.1% - 0.3%
Location
Remote
Experience
6+ years
Total raised
$500K
Last stage
Pre-seed
Investors
No applications, no recruiter spam. Just the intro.
A few questions to make sure this role is the right shape for you. Two minutes.
I write the intro, send it to the founder, and handle the back-and-forth.
If they’re a yes, I book the chat. You show up — that’s the whole job-hunt.