Machine Learning Engineer • Mid-Level

Who you are

You have a strong background in software engineering with a focus on machine learning applications — your experience includes developing and tuning large-scale ML models, particularly in cloud environments. You are proficient in Python and have hands-on experience with distributed training libraries such as Deepspeed and FSDP. Your understanding of AWS services, especially in relation to machine learning, is robust, and you are comfortable collaborating with cross-functional teams including chip architects and compiler engineers.

You thrive in an inclusive team culture and appreciate the value of diverse perspectives in driving innovation. Your ability to communicate complex technical concepts clearly and effectively makes you a valuable team member. You are passionate about optimizing performance and efficiency in machine learning applications, and you are eager to contribute to the development of cutting-edge technologies.

What you'll do

In this role, you will be responsible for developing and enabling performance tuning for a variety of machine learning model families, including large language models and vision transformers. You will collaborate closely with the distributed training team to integrate support for distributed training into frameworks like PyTorch and Jax, utilizing the Neuron compiler and runtime stacks. Your work will directly impact the efficiency of ML models running on AWS Trainium, ensuring they perform at their best.

You will lead efforts to tune these models for maximum performance, working alongside chip architects and runtime engineers to create and build distributed training solutions. Your expertise will help shape the future of machine learning applications within AWS, and you will play a key role in driving the success of the AWS Neuron initiative.

What we offer

At Amazon, we offer a competitive salary range of $165,200.00 - $223,600.00 annually, along with comprehensive benefits including health insurance, retirement plans, and paid time off. You will be part of a dynamic team that values innovation and collaboration, and you will have opportunities for professional growth and development in a supportive environment. Join us in shaping the future of machine learning at AWS.