Cloud Architect for Machine Learning Platforms
2 tygodni temu
At Square One Resources Sp. z o.o., we empower citizen data scientists and developers to build, test, and deploy AI prototypes and production-ready solutions.
We are seeking a highly skilled AWS Senior Developer with strong DevOps expertise to join our product group responsible for delivering cutting-edge AI/ML platforms. In this role, you will be instrumental in designing, developing, and maintaining a multi-tenant, AWS-powered platform that supports Machine Learning Engineers and Data Scientists in managing ML models and pipelines. The deployment process is Terraform-based and adheres to GitOps and DevOps best practices.
Key Responsibilities
- Design and develop a multi-tenant AWS-based platform for ML Engineers and Data Scientists.
- Architect and manage cloud infrastructure using Terraform and AWS services.
- Implement GitOps and DevOps best practices across all stages of development and deployment.
- Collaborate with cross-functional teams to ensure scalability, reliability, and security of the platform.
- Contribute to the automation of infrastructure and deployment processes.
Requirements
- Strong hands-on experience with AWS, particularly in: IAM (Identity and Access Management), Networking, Cloud architecture patterns.
- Proficiency in Infrastructure-as-Code (IaC) tools, specifically Terraform.
- Solid understanding and experience with DevOps practices:
- GitLab
- Docker
- Python
- Bash
- Proven ability to work effectively in a collaborative and agile team environment.
- Strong problem-solving skills and communication abilities.
- Experience with managing, deploying, and maintaining:
- AWS Service Catalog Items
- Amazon SageMaker Studio
- Background in Machine Learning or working with ML workflows.
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