Мэтч & Сопровод
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Описание вакансии
TL;DR
Engineering Manager (GPU Infrastructure): Leading and operating superclusters to power frontier AI models with an accent on GPU cluster deployment, optimization, and scaling. Focus on overseeing topology-aware scheduling, hardware fault detection, and collaborating with cloud providers to deploy new GPU architectures.
Location: Must be based in the United States or Canada. Remote-friendly with offices in Toronto, San Francisco, New York City, London, Paris, and Montreal.
Company
Cohere is a security-first enterprise AI company building cutting-edge foundation AI models and end-to-end products for real-world business problems.
What you will do
- Lead and mentor a team of engineers specializing in GPU infrastructure, fostering technical excellence.
- Define and execute the technical roadmap for GPU cluster deployment, optimization, and scaling.
- Oversee the implementation of topology-aware scheduling, hardware fault detection, and performance optimization.
- Partner with AI researchers to translate emerging infrastructure needs into robust technical solutions.
- Establish observability and monitoring frameworks for GPU utilization and reliability.
- Manage vendor relationships and contract negotiations for hardware and cloud services.
Requirements
- Experience managing engineering teams with a focus on technical mentorship and growth.
- Deep expertise in ML/HPC infrastructure: GPU/TPU clusters, distributed training frameworks (JAX, PyTorch, TensorFlow).
- Proven experience with Kubernetes at scale for AI workloads in multi-cloud environments.
- Knowledge of infrastructure monitoring tools (Prometheus, Grafana) and IaC tools (Terraform, ArgoCD).
- Experience with cost optimization and capacity planning for GPU infrastructure.
- Must be based in the United States or Canada.
Culture & Benefits
- 6 weeks of paid vacation (30 working days).
- Full health and dental benefits, including a dedicated budget for mental health.
- Retirement matching via RRSP, 401K, or Pension Scheme.
- 100% Parental Leave top-up for up to 6 months for either parent.
- Annual enrichment benefits for arts, culture, fitness, and workspace improvement.
- Remote-friendly culture with a $500 home office stipend and co-working benefits for those not near an office.
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