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  • Zyphra

    Research Engineer - Language Model Pre-Training

    Zyphra · 🇺🇸 San Francisco, CA · posted 1 day ago
    ApplyFull posting

    Extracted from the posting

    Base
    Not stated
    Remote
    On-site
    Visa
    Relocation and immigration support on a case-by-case basis
    Stack
    PyTorch, Python

    TL;DR

    Owns end-to-end language model pretraining development at Zyphra, covering large-scale training runs, parallelization, pretraining stack performance, and dataset processing. Works closely with the pretraining team to integrate insights into next-generation models. Stack includes PyTorch, Python, and multi-node GPU clusters.

    About Zyphra →

    The full posting

    Zyphra is an artificial intelligence company based in San Francisco, California.


    The Role:

    As a Research Engineer - Language Model Pre-Training, you'll shape our language model roadmap through end-to-end pretraining development. You will work extremely closely with our pretraining team, who will integrate your insights into our next-generation models.


    You'll Work Across:

    • Large-scale training runs and model parallelization
    • Performance optimization of our pretraining stack
    • Dataset collection, processing, and evaluation
    • Architecture and methodology research, including optimizer ablations


    What We're Looking For / Requirements:

    • Strong engineering aptitude for rapidly implementing reliable and robust systems
    • Can rapidly learn new fields and are excited to implement new ideas
    • Excellent communication and collaboration skills, and can work effectively on both research and engineering implementation at scale


    Qualifications / Additional Skills:

    • Deep expertise and intuition for solving machine learning problems and training models
    • Experience with training on large-scale (multi-node) GPU clusters
    • Deep understanding of model training pipelines – including model/data parallelism, distributed optimizers, etc.
    • Strong grasp of proper experimental methodology for running rigorous ablations and other hypothesis testing
    • Understanding of large-scale, highly parallel data processing pipelines
    • High proficiency with PyTorch and Python.
    • Strong ability to dive into large pre-existing codebases and rapidly get up to speed
    • Published machine learning research in well-respected venues is a plus
    • Postgraduate degree in a scientific subject (Computer Science, EE/EECS, Math, Physics)


    Why Work at Zyphra:

    • Our research methodology is to make grounded, methodical steps toward ambitious goals. Both deep research and engineering excellence are equally valued
    • We strongly value new and crazy ideas and are very willing to bet big on new ideas
  • We move as quickly as we can; we aim to minimize the bar to impact as low as possible
  • We all enjoy what we do and love discussing AI

  • Benefits and Perks:

    • Comprehensive medical, dental, vision, and FSA plans
    • Competitive compensation and 401(k) plan
    • Relocation and immigration support on a case-by-case basis
    • In-office snacks and meals provided
    • Unlimited PTO and company holidays
    • In-person team in San Francisco with a collaborative, high-energy environment