182 applicants

Company

Zoom · 8 hours ago

Research Scientist - LLM

Seattle, WA

Full-time

Remote

Mid Level

$128K/yr - $255K/yr

Maximize your interview chances

CollaborationInformation Technology

H1B Sponsor Likely

Insider Connection @Zoom

Discover valuable connections within the company who might provide insights and potential referrals.
Get 3x more responses when you reach out via email instead of LinkedIn.

Responsibilities

Contributing to research on Federated AI, post-training technologies, multimodal understanding for document summarization and question-answering, Multi-agent System, and Customized AI modeling.

Incubating game-changing AI applications which will create huge potential business impact.

Collaborating with cross-functional teams to solve unique product problems.

Receiving mentorship and providing insights to drive innovation with experienced researchers and team members.

Post-training and fine-tuning LLMs to improve model accuracy, efficiency, and user experience.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningAIPythonDeep LearningPost-training technologiesC/C++CUDAPyTorchTransformersDeepspeedMultimodal generationMulti-agent SystemResearch publicationsStrategic thinking

Required

Possess a Master’s degree in Computer Science, AI, Machine Learning, Distributed Systems or related field; PhD is preferred.

Have publications in top tier conferences, i.e., ICLR, CVPR, ACL etc.

Be proficient in one of the programming languages: Python/C/C++/CUDA, and deep learning frameworks, such as PyTorch, Transformers and Deepspeed.

Experience in novel LLM post-training technologies; i.e. RLHF, reward modeling, preference learning.

Experience with multimodal generation and presentation (i.e. for summarization, photorealistic avatars, etc.).

Have knowledge in Multi-agent System (MAS).

Benefits

A variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways.

Company

Zoom

Zoom is a software company that offers a communications platform that connects people through video, voice, chat, and content sharing.

Founded in 2011

San Jose, California, USA

5001-10000 employees

http://zoom.us

H1B Sponsorship

Zoom has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (125)

2022 (252)

2021 (103)

2020 (43)