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Responsibilities
AI/ML Engineering - AWS Model Platform Team is looking for an AI/ML AWS Software Developer that will help build a centralized AI/ML modeling platform on AWS. The centralized AI/ML modeling platform will be used by Data Scientists, Data Engineers and Machine learning engineers within the Enterprise to carry out data science and machine learning efforts on AWS.
The candidate is expected to perform the following responsibilities for the AI/ML Engineering - AWS Model Platform Team:
Interact with Data Scientists, Data Engineers and Machine Learning Engineers to design and architect the platform, onboarding customers to the platform, develop platform capabilities and automations to support model lifecycle on AWS, implement platform integrations with AI/ML advanced capabilities like feature store, MLOps and platform support and enhancements.
Ability to provide architecture direction and strategy for solutions
Ability to create technical architecture and design for solutions
Ability to work in grey
Ability to be proactive and drive work in a timely manner
Good written and verbal communication skills
Strong software development skills
Qualifications
In-depth knowledge of at least one high-level programming language Python or PySpark
Developer experience in working with AWS services S3, Lambda, Athena, Glue Catalog, Lake Formation, IAM, AWS step functions
Ability to use a CI/CD pipeline to deploy applications on AWS Proficiency in developing, deploying, and debugging cloud-based applications using AWS
Ability to use the AWS service APIs, AWS CLI, and SDKs to write applications
Experience working with AWS SageMaker service, endpoint creation, deployment using SageMaker
Experience using Terraform (infrastructure as code)
Ability to write code using AWS security best practices
Understanding of the use of containers in the development process
High level understanding of machine learning lifecycle, environments and platforms
Knowledge and workings of the machine learning operations process
Applicants are required to be eligible to lawfully work in the U.S. immediately; employer will not sponsor applicants for U.S. work authorization (e.g. H-1B visa) for this opportunity
Office Location: Corporate office located in Bloomington, IL, OR State Farm Hubs: Richardson, TX; Dunwoody, GA; Phoenix AZ.
