
About Amazon
The everything store and cloud computing leader
Key Highlights
- Headquartered in South Lake Union, Seattle, WA
- Over 1.5 million employees worldwide
- Leading cloud services through Amazon Web Services (AWS)
- Acquired Whole Foods, Twitch, and Ring
Amazon, headquartered in South Lake Union, Seattle, WA, is the world's largest online retailer and a leader in cloud computing through Amazon Web Services (AWS). With over 1.5 million employees globally, Amazon operates in various sectors, including AI with its Alexa devices and a vast marketplace k...
🎁 Benefits
Amazon offers competitive salaries, stock options, generous PTO policies, and comprehensive health benefits. Employees also have access to a learning ...
🌟 Culture
Amazon's culture is driven by customer obsession and a focus on innovation. The company encourages employees to think big and move fast, fostering an ...
Skills & Technologies
Overview
Amazon is hiring a Software Development Engineer for their Frontier AI & Robotics team to optimize large-scale transformer architectures for robotics applications. You'll work with CUDA and TensorRT to enhance inference efficiency. This position requires expertise in machine learning and robotics.
Job Description
Who you are
You have a strong background in software development, particularly in optimizing large-scale systems for performance. Your expertise in CUDA and TensorRT allows you to drive inference optimization strategies effectively. You thrive in collaborative environments, working closely with scientists to influence model architectures and ensure optimal hardware utilization.
You possess a deep understanding of machine learning principles and have experience with robotics applications. Your ability to design and implement efficient compilation pipelines for complex transformer architectures sets you apart. You are also familiar with emerging optimization techniques, including ONNX Runtime and other ML compilers, which you leverage to achieve ambitious performance targets.
What you'll do
In this role, you will be instrumental in transforming novel research into high-performance production systems. You will collaborate directly with scientists to optimize large-scale transformer architectures specifically for robotics applications. Your responsibilities will include developing comprehensive benchmarking frameworks to measure and optimize model performance, as well as building robust monitoring solutions to ensure reliable model serving at scale.
You will explore and evaluate emerging optimization techniques, contributing to the overall strategy for inference optimization of large-scale foundation models. Your work will directly impact the performance and efficiency of Amazon's robotics initiatives, making you a key player in the next revolution in robotics.
What we offer
Amazon provides a dynamic work environment where innovation is encouraged. You will have access to cutting-edge technologies and the opportunity to work alongside some of the brightest minds in the field. The company offers competitive compensation, including equity and comprehensive benefits, ensuring that you are well-supported in your role. We encourage you to apply even if your experience doesn't match every requirement, as we value diverse perspectives and backgrounds.
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