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Software Engineer, Kernels - California, United States - Character
Description
Character's mission is to empower everyone with AGI. Our vision is to enable people with our technology so that they can useCharacter.
AI
any moment of any day.
Character.
AI
is one of the world's leading personal
AIplatforms. Founded in 2021 by
AIpioneers Noam Shazeer and Daniel De Freitas,
Character.
AI
is a full-stack
AIcompany with a globally scaled direct-to-consumer platform. As of 2023 that platform was #2 in the space in user engagement.
Character.
AI
is uniquely centered around people, letting users personalize their experience by interacting with
AI"Characters." The company achieved unicorn status in 2023 and was named Google Play's
AIApp of the Year.
AIlist.
TIME called him "one of the most important and impactful people of the space's past, present, and future." Daniel created and led LaMDA, the breakthrough conversational tech project currently powering Bard.
To learn more, pleasevisit
.
About the role
We're looking for a seasoned Research Engineer with expertise in GPU computing to design high-performance kernels for our training and inference workloads using CUDA/CUTLASS, C++, and Python.
Responsibilities:
Using the capabilities of GPUs and other accelerators to the fullest extent to make our custom model architectures fast and efficient for training and inference
Deliver and maintain high performance GPU and communication kernels that increase utilization and also work well in a distributed training and inference environment
Collaborating closely with ML Engineers and Researchers to develop new architectures and algorithms that are aware of I/O & Hardware constraints
Communicating with hardware vendors to advise on design of software or future hardware, while also making sure we are keeping up to date with the cutting edge
Working on quantization or any form of low-precision arithmetic to increase throughput without degradation in performance
Requirements:
Strong C/C++ and Python coding skills
Deep understanding of GPUs or other accelerators, along with the ability to effectively profile and analyze existing or new kernels
Experience with CUDA/CUTLASS (and experience with Triton-like compilers is a plus)
3+ years of relevant industry experience and experience working with hardware developers
MS/PhD in Computer Science and Engineering with a specialization in Computer Architecture, Parallel Computing, Compilers or other System
Character is an equal opportunity employer and does not discriminate on the basis of race, religion, national origin, gender, sexual orientation, age, veteran status, disability or any other legally protected status.
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