Member of Technical Staff, Web-scale Multimodal Modeling at XAI LONDON LTD

Palo Alto, California, United States -

Full Time

Start Date

Immediate

Expiry Date

03 Feb, 26

Salary

440000.0

Posted On

05 Nov, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Python, JAX, XLA, Rust, C++, Spark, Ray, ML, Large Model Scaling, Distributed Training, Multi-GPU Neural Network Training, ML Training Efficiency, Multimodal Language Models, Image Understanding, Video Understanding

Industry

technology;Information and Internet

Description

About xAI xAI’s mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. Our team is small, highly motivated, and focused on engineering excellence. This organization is for individuals who appreciate challenging themselves and thrive on curiosity. We operate with a flat organizational structure. All employees are expected to be hands-on and to contribute directly to the company’s mission. Leadership is given to those who show initiative and consistently deliver excellence. Work ethic and strong prioritization skills are important. All engineers are expected to have strong communication skills. They should be able to concisely and accurately share knowledge with their teammates. Tech Stack Python JAX and XLA Rust / C++ Spark / Ray Focus Training trillion parameter multimodal models at the web scale, as well as a variety of smaller specialized models. Pushing boundaries in spatial-temporal compression, world modeling, multimodal reasoning, cross-modal alignment, and emergent capabilities. Rapidly implementing the latest state-of-the-art methods from the deep learning literature. Innovating new ideas for pretraining and new scaling paradigm. Ideal Experience Strong engineering skills with passion on model-hardware co-design. Expert in ML and large model scaling, familiar with all kinds of scaling laws. Familiar with distributed training, multi-GPU neural network training and experience on optimizing ML training efficiency. Familiar with state-of-the-art techniques for multimodal language models, especially for image/video understanding. Location The role is based in the Bay Area [San Francisco and Palo Alto]. Candidates are expected to be located near the Bay Area or open to relocation. Annual Salary Range $180,000 - $440,000 USD Benefits Base salary is just one part of our total rewards package at xAI, which also includes equity, comprehensive medical, vision, and dental coverage, access to a 401(k) retirement plan, short & long-term disability insurance, life insurance, and various other discounts and perks. xAI is an equal opportunity employer. California Consumer Privacy Act (CCPA) Notice

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Responsibilities

The role involves training trillion parameter multimodal models at web scale and implementing state-of-the-art methods from deep learning literature. Additionally, it focuses on innovating new ideas for pretraining and scaling paradigms.