Software Engineer-AI/ML, Inference Team - AWS Neuron

About this kind of role

What a Software Engineer-AI/ML, Inference Team - AWS Neuron usually does. The employer's own details are in the listing.

Typically does: Software Engineers on AI/ML inference teams focus on optimizing machine learning models for efficient deployment and execution. This involves working with frameworks and hardware to reduce latency and increase throughput, often specializing in a particular area like model quantization or kernel optimization. They may also be involved in building tools and infrastructure to support the deployment pipeline. A key responsibility is ensuring models perform reliably and effectively in production environments.

Tools and skills: Proficiency in programming languages like Python and C++, experience with machine learning frameworks (TensorFlow, PyTorch), and familiarity with hardware architectures (GPUs, specialized AI accelerators) are typically required.

Good fit for: Individuals with a strong background in computer science, a passion for machine learning, and a desire to solve complex performance challenges are often successful in this role.