Amazon.com Services LLC
Technology
SoftwareEngineerII
Neural analysis suggests this role is
optimal for Mid candidates.
“Software Engineer II at Amazon.com Services LLC. Skills: Machine learning tools, ML workload optimization, AI accelerators. Lead design and implementation of new tools. Design and implement new pipelines”
Industry & Context.
Root cause analysis; Troubleshooting
What They're Looking For.
Must Have
3+ years non-internship professional software development experience, 2+ years non-internship design or architecture experience, Experience programming at least one software language
Nice to Have
3+ years full software development life cycle experience, Bachelor's degree in computer science or equivalent
What You'll Do.
Lead design and implementation of new tools
Design and implement new pipelines
Design and implement automation
Work with system architects
Work with hardware engineers
Ensure compatibility with AI accelerators
Design CI/CD pipelines
Implement CI/CD pipelines
Maintain CI/CD pipelines
Automate software release process
Collaborate with development teams
Integrate new software releases
Manage infrastructure provisioning
Automate infrastructure provisioning
Ensure high availability
Implement monitoring solutions
Track system performance
Optimize system performance
Implement security best practices
Conduct vulnerability assessments
Conduct risk management
Build high-impact solutions
Participate in design discussions
Participate in code review
Communicate with stakeholders
Work cross-functionally
Drive business decisions
Resolve root cause of defects
How You'll Work.
Team & Collaboration
Work with developers; Work with system architects; Work with hardware engineers; Work with users; Collaborate with development teams; Work cross-functionally
Communication Scope
Communicate with stakeholders
Process & Methodology
Agile
Full Job 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, including support for customers who require specialized security solutions for their cloud services Annapurna Labs was a startup company acquired by AWS in 2015, and is now fully integrated. If AWS is an infrastructure company, then think Annapurna Labs as the infrastructure provider of AWS. Our org covers multiple disciplines including silicon engineering, hardware design and verification, software, and operations. AWS Nitro, ENA, EFA, Graviton and F1 EC2 Instances, AWS Neuron, Inferentia and Trainium ML Accelerators, and in storage with scalable NVMe, are some of the products we have delivered, over the last few years. AWS Neuron is the complete software stack for the AWS Inferentia and Trainium cloud-scale machine learning accelerators and the Trn1 and Inf1 servers that use them. This position is for a Software Engineer that will lead the development of machine learning tools to run, optimize, and analyze machine learning workloads. This candidate must have had experience leading machine learning tool projects, preferably starting from architecture through several generations of delivery to customers. Deep knowledge of profiling and optimization, resource management, scheduling, code generation are needed. The ideal candidate will have worked on new instruction set architectures, which may include CPU, NPU, GPU and other forms of compute. Key job responsibilities What you'll be working on: * This engineer will lead the design and implementation of new tools, pipelines and automation, will work
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