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Software Development Engineer, EFA

3 months ago

Haifa, Israel Amazon Full time

Description

AWS Utility Computing (UC) provides product innovations — from foundational services such as Amazon’s Simple Storage Service (S3) and Amazon Elastic Compute Cloud (EC2), to consistently released new product innovations that continue to set AWS’s services and features apart in the industry. As a member of the UC organization, you’ll support the development and management of Compute, Database, Storage, Internet of Things (Iot), Platform, and Productivity Apps services in AWS. Within AWS UC, Amazon Dedicated Cloud (ADC) roles engage with AWS customers who require specialized security solutions for their cloud services.

Want to help drive the success of Machine Learning technologies at AWS? Do you have the skills and motivation to build automation that supports next gen ML platforms ? We want to talk to you

We seek a Software Development Engineer for the Machine Learning (ML) Infrastructure team to build the tools that are used to guarantee top performance of AWS ML and High Performance Computing (HPC) technologies developed by our organization. Bring your exceptional knowledge of CI/CD automation, ML and HPC benchmarks and applications to bear on the cutting-edge software we develop. Join us as we expand the AWS offerings for AI, including Trainium, Neuron and the Elastic Fabric Adapter (EFA).

Key job responsibilities

Be the lead engineer on a team that builds and maintains the infrastructure that monitors and reports on functionality and performance of massive testing workloads run at scale. Use internal Amazon CI/CD tools, Linux, and public AWS products to automate the delivery of our software to customers, saving developer time. Write Python code that effortlessly spools up large clusters and runs benchmarks and applications for ML and HPC workloads. Use AWS Managed Grafana, Quicksight, OpenSeaerch and Athena to digest the massive amount of performance data generated by these workloads and create dashboards for developers and stakeholders. Invent automatic mechanisms to alert developers to functional and performance regressions so they never reach customers. Manage the complexity of infrastructure that covers many instance types, software stacks, Linux operating systems, cutting-edge releases and make it easy to evolve.

A day in the life

Ensure all infrastructure setup is code (IaC), reviewed and committed to automated pipelines. You find innovative ways to schedule work using Jenkins, supporting the development team while keeping cluster costs down.

You review dashboard and automation results and triage failures, you introduce new tests and platforms to increase the automation coverage. You create reports and status of the CI/CD system to stakeholders

About the team

We are part of Annapurna Labs, a subsidiary in AWS that builds software and hardware that make ML and HPC on EC2 work. Our organization is a dedicated group of innovators that have invented new networks, new silicon, new software suites, and combined those to entice customers to move immense ML and HPC workloads to the cloud. The EFA team is laser focused on making AWS the best and most cost-effective place for customers to do run AI and HPC workload at scale.

Basic Qualifications

  • 3+ years of non-internship professional software development experience

  • 3+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience

  • 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

  • 3+ years experience coding in Python

  • Experience developing highly automated CI/CD pipelines (Jenkins preferred)

Preferred Qualifications

  • Experience creating automated dashboards and visualization (Quicksight, Grafana, OpenSearch)