Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Member of Technical Staff (Python/LLM): Designing scalable software for model training and building tools that accelerate frontier AI research with an accent on distributed training, ML infrastructure, and production-ready systems. Focus on profiling and optimizing large LLM models, experimenting on cluster and data infrastructure, and debugging complex machine learning codebases.
Location: Remote; Europe, Canada, or New York
Company
Cohere is a security-first enterprise AI company building foundation models and end-to-end AI products for real-world business applications.
What you will do
- Design and write high-performing, scalable software for training foundation models.
- Develop tools that support and accelerate research and LLM training.
- Research, implement, and experiment with new ideas on cluster and data infrastructure.
- Coordinate with Infrastructure, Efficiency, Serving, and scientific teams including Agent, Multimodal, and Multilingual groups.
- Collaborate with scientists, engineers, and cross-functional technical teams.
Requirements
- Extremely strong software engineering skills with a focus on clean code, test-driven development, and reducing technical debt.
- Proficiency in Python and ML frameworks such as JAX, PyTorch, XLA, or MLIR.
- Experience using and debugging large-scale distributed training strategies, including memory and speed profiling.
- Experience with distributed training infrastructure such as Kubernetes and Ray.
- Experience in machine learning and LLM academic research.
- Ability to work hands-on with complex ML codebases and production systems.
Culture & Benefits
- Remote-friendly work environment with offices in Toronto, London, New York City, San Francisco, Montreal, Paris, Berlin, and Seoul.
- Full health and dental benefits, including a separate mental health budget.
- Six weeks of paid vacation and up to six months of 100% parental leave top-up for either parent.
- Education and learning stipend for conferences, courses, and coaching.
- Annual enrichment benefits covering arts and culture, fitness and wellness, quality time, and workspace improvements.
- Remote employees receive co-working support, a home office stipend, travel support for other offices, and access to an annual company offsite.
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