Research Engineer - Agency and Reasoning

Zyphra Technologies

  • San Francisco, CA
  • 30+ days ago

    Highlights

    You will be involved with performing novel research in reinforcement learning, post-training, and human preference learning, and applying your ideas at scale to our next generation of language models. Qualifications / Additional Skills: Experience and aptitude with reinforcement learning, either in the context of language model reasoning or more classical RL tasks.

    Numbers & Facts

    LocationSan Francisco, CA

    Description

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

    The Role:

    As a Research Engineer - Agency and Reasoning, you will be a core contributor to Zyphra's Agency and Reasoning Team. You will be involved with performing novel research in reinforcement learning, post-training, and human preference learning, and applying your ideas at scale to our next generation of language models.

    What We're Looking For / Requirements:

    • Strong research taste and intuition

    • The ability to work through a research project from conception to execution to write-up

    • Strong implementation and prototyping skillset

    • A researcher who can take an idea from conception to experimentation extremely quickly

    • The ability to work well and cooperate with others in a high-paced research setting

    • Curiosity, interest, and joy in understanding intelligence.

    Qualifications / Additional Skills:

    • Experience and aptitude with reinforcement learning, either in the context of language model reasoning or more classical RL tasks

    • Experience with language-model-supervised fine-tuning and preference-learning methods, such as DPO and simPO.

    • Experience with context-length extension methods

    • A good intuitive ability to understand model behaviors and correct them through iterative fine-tuning

    • Interest in grappling in detail with data and spending significant time involved in data engineering and synthetic data generation

    • Postgraduate degree in a scientific subject (Computer Science, EE/EECS, Mathematics, Physics)

    • Previously published machine learning research in well-respected venues

    • Highly proficient with PyTorch and Python

    • We are excited and able to rapidly learn new fields and implement new ideas

    • Excellent communication and collaboration skills, and can work effectively on both research and engineering implementation at scale

    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

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