Jax Framework Developer Jobs

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23d ago

Software Engineer- AI/ML, AWS Neuron Distributed Training - Performance Optimization

Annapurna Labs (U.S.) Inc. Cupertino, CA

Cupertino, CA

23d ago

$144k - $194k/yr Full time AWS Aws Neuron Cloud

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Job Description

Annapurna Labs (U.S.) Inc., based in Cupertino, is seeking a Software Engineer to join the AWS Neuron Distributed Training team. This role centers on performance optimization for distributed training on Trainium, collaborating with PyTorch, JAX, and the Neuron compiler and runtime to boost throughput and efficiency for large-scale models.

Responsibilities

Lead efforts to optimize distributed training performance on Trainium, with a primary focus on maximizing training throughput, model FLOPs utilization, and overall efficiency across the Neuron software stack.
Collaborate across PyTorch, JAX, and the Neuron compiler and runtime to enable and tune large-scale training workloads on the latest Trainium instances.

Requirements

3+ years of non-internship professional software development experience
2+ years of non-internship design or architecture experience (design patterns, reliability and scaling) of new and existing systems
Experience programming with at least one software programming language
3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
Bachelor's degree in computer science or equivalent

Technologies

PyTorch
JAX
AWS Neuron
Neuron compiler
Neuron runtime
Trainium
Trn3/Trn2/Trn1
Inf1/Inf2 servers

Benefits

Health insurance
401(k) matching
Paid time off
Parental leave
Sign-on payments
Restricted stock units (RSUs)
Basic Life & AD&D insurance
Supplemental life plans
Employee Assistance Program (EAP)
Mental Health Support
Medical Advice Line
Flexible Spending Accounts
Adoption and Surrogacy Reimbursement coverage

Description

Annapurna Labs designs silicon and software that accelerates innovation. Customers rely on us to create cloud solutions that solve challenges that were unimaginable a short time ago—even yesterday. Our custom chips, accelerators, and software stacks enable us to take on technical challenges that have never been seen before, and deliver results that help our customers change the world. AWS Neuron is the complete software stack for the AWS Trainium and Inferentia cloud-scale machine learning accelerators.

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