Member of Technical Staff, Pre-training Scaling, Data and Eval
Job Description
- Strong engineering skills with passion to improve different aspects of data and model
- 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 preparing AI training data
- Good at organizing and meticulously bookkeeping data across multiple clouds, of multiple modalities, and from many sources
- Proficiency in Python
- Proficiency in JAX and XLA
- Proficiency in Rust / C++
- Proficiency in Spark
- Equity
- Comprehensive medical, vision, and dental coverage
- Access to a 401(k) retirement plan
- Short & long-term disability insurance
- Life insurance
- Various other discounts and perks
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.
About the Role
The pre-training team at xAI aims to provide an omni model that can understand the universe through text, image, video and audio. To accomplish this, we are looking for expert engineers in multimodal pre-training.
Tech Stack
- Python
- JAX and XLA
- Rust / C++
- Spark
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.
Focus
- Training trillion parameter neural networks at scale, as well as a variety of smaller specialized models.
- Rapidly implementing the latest state-of-the-art methods from the deep learning literature.
- Innovating new ideas for pretraining and new scaling paradigm.
- Improving pretraining data quality at scale across different modalities.
Ideal Experience
- Strong engineering skills with passion to improve different aspects of data and model.
- 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 preparing AI training data.
- Good at organizing and meticulously bookkeeping data across multiple clouds, of multiple modalities, and from many sources
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.
