Applied Scientist (AI Engineering)

TL;DR

Applied Scientist (AI Engineering): Working on pre-training methodologies for Generative Artificial Intelligence (GenAI) models with an accent on scaling laws and hardware-informed efficient model architecture. Focus on optimization methods, learning objectives, curriculum design and deep learning theories on efficient hyperparameter search and self-supervised learning.

Location: USA, CA, Sunnyvale

Salary: 171,600.00 - 222,200.00 USD annually

Company

The AGI team has a mission to push the envelope in GenAI with Large Language Models (LLMs) and multimodal systems, in order to provide the best-possible experience for our customers.

What you will do

• Work as an integral part of a team that has experience with GenAI models.
• Work on scaling laws, hardware-informed efficient model architecture, and low-precision training.
• Focus on optimization methods, learning objectives, and curriculum design.
• Apply deep learning theories on efficient hyperparameter search and self-supervised learning.
• Research learning objectives and reinforcement learning methods.
• Develop distributed training methods and solutions and AI-assisted research.

Requirements

• PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience.
• 1+ years of building models for business application experience.
• Experience programming in Java, C++, Python or related language.
• Experience with generative deep learning models applicable to the creation of synthetic humans like CNNs, GANs, VAEs and NF.

Nice to have

• PhD in Computer Science, Electrical Engineering, Mathematics or related field.
• Strong experience with Generative Artificial Intelligence (GenAI) technologies and Large Language Models (LLMs).
• Experience with patents or publications at top-tier peer-reviewed conferences or journals.
• Experience with popular deep learning frameworks, including PyTorch.

Culture & Benefits

• Comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage).
• 401(k) matching, paid time off, and parental leave.