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Описание вакансии
Текст:
TL;DR
Data Infrastructure Engineer (AI): Designing and operating a distributed storage system for large-scale model training with an accent on throughput, latency, and durability. Focus on building petabyte-scale storage layers on Kubernetes and optimizing data movement for GPU-intensive workloads.
Location: United States, Canada, or London. The role is remote-friendly but maintains a strong presence in offices in Toronto, London, New York City, San Francisco, Montreal, Paris, Berlin, and Seoul.
Compensation: CA$285K–CA$340K (Canada); $235K–$285K (CA, NY, WA); $200K–$240K (Other US states).
Company
Cohere is a leading security-first enterprise AI company building frontier models and end-to-end products to solve real-world business problems.
What you will do
- Design, build, and operate a distributed storage system for model training and evaluation.
- Manage petabyte-scale storage on Kubernetes clusters.
- Collaborate with research and training-infra teams to define data throughput, latency, and durability requirements.
- Solve complex networking, I/O, and consistency challenges for large datasets across regions.
Requirements
- Strong storage fundamentals including replication, consistency, caching, and data lifecycle management.
- Strong coding ability in Python or Go with a willingness to learn the other.
- Experience running stateful systems on Kubernetes (Persistent Volumes, CSI drivers, StatefulSets).
- Hands-on experience with cloud object storage (S3) and POSIX-style filesystems.
Nice to have
- Experience with parallel or HPC filesystems like Weka, VAST, or Lustre.
- Familiarity with data-loading and checkpointing patterns in large-scale model training.
Culture & Benefits
- 6 weeks of paid vacation.
- Comprehensive health, dental, and mental health benefits.
- Retirement savings matching (RRSP/401K/Pension).
- 100% Parental Leave top-up for up to 6 months.
- Annual enrichment stipends for learning, wellness, and workspace improvements.
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