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Open nowPosted 220 days ago

Research Engineer - Language Model Pre-Training

Zyphra16 open roles

Where
San Francisco
Work mode
On site
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Your applicationOpen nowResearch Engineer - Language Model Pre-TrainingZyphra · San Francisco

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  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 220 days ago

The 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

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