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Research Scientist in Protocol Learning

Remote Full-time

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Experience Level

Experience

Qualifications

QualificationsPhD in Machine Learning with a strong publication record. Experience in distributed machine learning or federated learning. Strong programming skills in PyTorch and experience with multi-device model training. Familiarity with large language models, post-training, or reinforcement learning is a plus.

About the job

Pluralis Research is at the forefront of Protocol Learning, pioneering the training of large models in a fully decentralized manner on consumer-grade devices linked through the internet. What was once deemed impractical has been transformed into reality; we have achieved remarkable milestones, including the successful training of an 8B llama model from scratch using devices located in geographically diverse areas. Although many fundamental research challenges have been addressed, Protocol Learning presents a host of new opportunities for innovation. If you are eager to contribute to the evolution of open innovation within the realm of large models, we invite you to join our dynamic team.

Key Responsibilities

  • Publish in Top-Tier Venues: Engage with complex research challenges central to Protocol Learning. Your solutions could lead to foundational papers—solve these issues and share your findings with the world.

What We're Looking For

  • Research Excellence: A PhD in Machine Learning complemented by publications in leading conferences (NeurIPS, ICML, ICLR).

  • Distributed ML Experience: Familiarity with distributed training techniques or federated learning.

  • Implementation Skills: Proficient in programming with PyTorch, with hands-on experience in training models across multiple devices.

  • Bonus: Previous experience with large language models, post-training techniques, or reinforcement learning.

Compensation & Benefits

  • Equity-Heavy Package: We offer substantial equity for key technical contributors alongside a competitive base salary.

  • Visa Sponsorship: Optional full visa sponsorship and relocation assistance available for positions in the US or Australia.

  • Remote-First Culture: Enjoy a flexible working environment with team members located globally.

  • Cutting-Edge Domain: Be part of an innovative intersection between AI and distributed systems, tackling some of the most complex research challenges in the field.

Additional Information

  • We exclusively hire within Australia and the United States. Visa sponsorship is limited to these regions.

  • Applicants are required to have a professional level of English proficiency.

About Pluralis Research

At Pluralis Research, we are revolutionizing the field of Protocol Learning by enabling decentralized training of large AI models. Our innovative approach is reshaping the landscape of machine learning, demonstrating that significant advancements can occur even on consumer-grade devices. Join us in our mission to drive open innovation and tackle the future of AI.

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