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Member of Technical Staff, Modeling

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Cohere

22d ago

  • Job
    Full-time
    Junior & Mid Level
  • Software Engineering
  • San Francisco, +3
  • Quick Apply

AI generated summary

  • You must have strong software engineering skills, proficiency in Python and ML frameworks, experience with CUDA and TPUs, large-scale training strategies, and knowledge of autoregressive sequence models. Bonus for papers in top-tier venues.
  • You will design, build and scale AI systems, research and implement ideas on data infrastructure, and collaborate with top researchers at Cohere.

Requirements

  • Extremely strong software engineering skills.
  • Proficiency in Python and related ML frameworks such as Tensorflow, TF-Serving, JAX, and XLA/MLIR.
  • Experience writing kernels for GPUs using CUDA.
  • Experience training on TPUs.
  • Experience using large-scale distributed training strategies.
  • Familiarity with autoregressive sequence models, such as Transformers.
  • Bonus: paper at top-tier venues (such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, Nature, COLING, ACL, EMNLP).

Responsibilities

  • Design, build and scale AI systems for serving our users.
  • Research, implement, and experiment with ideas on our supercompute and data infrastructure.
  • Learn from and work with the best researchers in the field.

FAQs

What are the important skills for a Member of Technical Staff in Modeling?

Important skills for a Member of Technical Staff in Modeling include extremely strong software engineering skills, proficiency in Python and related ML frameworks, experience writing kernels for GPUs using CUDA, experience training on TPUs, experience using large-scale distributed training strategies, and familiarity with autoregressive sequence models like Transformers.

What are some of the responsibilities of a Member of Technical Staff in Modeling?

Responsibilities include designing, building, and scaling AI systems for serving users, researching, implementing, and experimenting with ideas on supercompute and data infrastructure, and learning from and working with the best researchers in the field.

What are some bonus qualifications for a Member of Technical Staff in Modeling?

Bonus qualifications include having a paper published at top-tier venues such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, Nature, COLING, ACL, or EMNLP.

At Cohere, our mission is to build machines that understand the world, and to make them safely accessible to all.

Technology
Industry
51-200
Employees
2019
Founded Year

Mission & Purpose

Cohere provides unprecedented access to affordable, easy-to-deploy large language models. Our platform gives computers the ability to read and write - whether you want to better understand what your customers are saying, or you want to write compelling copy that speaks to your target audience, Cohere can help.