Amazon.com Services LLC
Technology
MachineLearningEngineerII,SpecialProjects
Neural analysis suggests this role is
optimal for Mid candidates.
“Machine Learning Engineer II, Special Projects at Amazon.com Services LLC. Skills: Machine Learning, AI Systems, Data Pipelines. Develop platforms for building models. Maintain platforms for building models”
Industry & Context.
Solving hard problems; Disambiguate requirements
What They're Looking For.
Must Have
3+ years software development experience, 3+ years system design/architecture experience, Experience programming one language
Nice to Have
5+ years full SDLC experience, Bachelor's degree in computer science, Experience designing ML systems at scale
What You'll Do.
Develop platforms for building models
Maintain platforms for building models
Design data processing pipelines
Implement data processing pipelines
Support ML model training workflows
Develop tools for data preprocessing
Develop tools for feature engineering
Develop tools for resource utilization
Create monitoring systems
Create debugging tools
Create performance optimization solutions
Integrate ML frameworks with production
Implement version control for code
Implement version control for models
Learn state of the art technologies
Learn algorithms in Generative AI
Clarify requirements with scientists
Upgrade existing services
Provide operational support
Work with data services
Work with data pipelines
How You'll Work.
Team & Collaboration
Applied Scientists; AI/ML engineers; Science teams; Various domains; Cross-functional collaboration
Communication Scope
Articulate technical challenges; Articulate solutions
Process & Methodology
Agile environment
Full Job Description
Innovators wanted! Are you an entrepreneur? A builder? A dreamer? This role is part of an Amazon Special Projects team that takes the company’s Think Big leadership principle to the limits. If you’re interested in innovating at scale to address big challenges in the world, this is the team for you. As a Machine Learning Engineer on our team, you will leverage your deep technical expertise to build reliable, scalable, and highly performant AI systems. You will collaborate closely with Applied Scientists on modeling experiments and prototypes. We’re looking for someone who wants to can make a positive impact on humanity, has a track record of innovating and building successfully, and loves solving hard problems! Key job responsibilities The ideal candidate for this role has a demonstrable track record of delivering successfully in a hyper-growth ML/AI environment by leveraging their deep technical expertise and adapting deftly to rapidly evolving priorities. In this role, you will: - Development and maintain key platforms needed for building, evaluating and deploying models for real-world applications. - Design and implement scalable data processing pipelines and infrastructure to support ML model training workflows - Develop tools for data preprocessing, feature engineering, and efficient resource utilization for large-scale AI training jobs - Create monitoring systems, debugging tools, and performance optimization solutions for ML infrastructure - Collaborate with AI/ML engineers to integrate ML frameworks with production systems and implement version control for both code and model artifacts - Learn state of the art technologies and algorithms in the field of Generative AI to participate in our journey to build the best models. A day in the life Our main data consumers and producers are science teams. You will work closely with scientists from various domains to clarify requirements, design new systems, upgrade existing services and provide operational support to m
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