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Scale AI

Supplies AI training data and builds AI apps

ML Research Engineer - ML Systems

AI ResearchConfirmed live in the last 24 hours
Full-timeIn-person

About the Job

Requirements

  • Experience with multi-node large language model training and inference.
  • Experience developing large-scale distributed machine learning systems.
  • Strong software engineering skills and proficiency with frameworks and tools such as CUDA, PyTorch, transformers, and flash attention.
  • Strong written and verbal communication skills and ability to operate in a cross-functional team environment.

Responsibilities

  • Build, profile, and optimize the training and inference framework.
  • Collaborate with machine learning teams to accelerate research and development and enable development of next-generation models and data curation.
  • Research and integrate state-of-the-art technologies to optimize the machine learning system.

Desired Qualifications

  • Demonstrated expertise in post-training methods and/or next-generation use cases for large language models, including instruction tuning, reinforcement learning from human feedback, tool use, reasoning, agents, and multimodal applications.

About the Company

Scale AI

Supplies AI training data and builds AI apps

Scale AI supplies the data that AI labs use to train and test their models, and it builds custom AI applications for companies and government agencies such as the Pentagon. It first made its name labeling camera and sensor data for self-driving car companies like Waymo, then worked with OpenAI on InstructGPT, the 2022 forerunner of ChatGPT. Freelancers, some of them doctors and lawyers, write, label, and grade examples through its Outlier platform, and labs pay Scale for this data and for tests of model quality. Clients pay Scale to build AI tools on their own data, and some of those tools run on classified military networks. Alexandr Wang and Lucy Guo founded Scale AI in 2016, and it is based in San Francisco.

Company size
1,001-5,000
Company stage
Acquired
Total funding
$1.6B
Headquarters
San Francisco, CA
Founded
2016

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