and close the loop on post-implementation PPA. Memory specification & vendor interface - Define memory requirements for ML... on AI/ML accelerator or high-performance SoC programs taken to high-volume production - • Demonstrated ability to influence...

who wants to work at the boundary between hardware and software in both pre-silicon and post-silicon, where the problems... running in production on infrastructure that serves millions of ML workloads. You will thrive in this role...

who wants to work at the boundary between hardware and software in both pre-silicon and post-silicon, where the problems... running in production on infrastructure that serves millions of ML workloads. You will thrive in this role...

and algorithm decisions jointly with AWS custom silicon. You will own solutions end-to-end from research through production, publish... post-training for NKI kernel generation, mitigating reward-hacking and accelerating under low precision on Trn. Key...

range of models, from large-scale pretraining through post-training and reinforcement learning, on AWS's custom ML... distributed training and post-training support into PyTorch and JAX for Trainium accelerators. You will work across PyTorch...

, contribute to on-call health, and lead incident response and post-mortems About the team We are a team of senior engineers... or equivalent - Background in systems programming (C / C++) in performance-critical, production environments Preferred...

range of models, from large-scale pretraining through post-training and reinforcement learning, on AWS's custom ML... of our distributed training stack for large-scale training, post-training, and reinforcement learning workloads on the latest Trainium...

manufacturing test excellence across our global server and rack production network. In this role, you will own the end-to-end... manufacturing test strategy for new product introductions - from early design engagement through production ramp and yield...

open-source post-training ecosystem (TRL, veRL, OpenRLHF, NeMo-Aligner, Ray) - turning research techniques into production.... We are looking for a Principal Engineer to drive AI model performance across the lifecycle on AWS Trainium - pre-training, post-training...

range of models, from large-scale pretraining through post-training and reinforcement learning, on AWS's custom ML... of our distributed training stack for large-scale training, post-training, and reinforcement learning workloads on the latest Trainium...

and algorithm decisions jointly with AWS custom silicon. You will own solutions end-to-end from research through production, publish... for systems: RL post-training for NKI kernel generation, mitigating reward-hacking and accelerating under low precision on Trn...

, CloudWatch, S3, Lambda) in production environments and track record in Owning services end-to-end including deployment..., monitoring, alarming, on-call, and post-incident review. A day in the life You will work with the executive leadership...

and production, triage hardware issues across manufacturing and datacenters, and own fleet quality metrics post-launch... & Continuous Improvement - Own fleet quality metrics post-launch: server-level annualized failure rates and component-level...