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Mid-level, generalist infrastructure roles with IaC and cloud skills attract moderate applicant density.
Core cloud and IaC skills transfer across industries, though LLM/Bedrock platform experience adds some domain specificity.
Mandatory Terraform, AWS, Python, and production infrastructure ownership create moderate technical filtering.
Build and maintain the AWS-native data lake and AI platform infrastructure, ensuring reliable, secure, and self-service access to data and models.
Manage infrastructure-as-code deployments (Terraform or equivalent) with version control and repeatable processes.
Operate and support internal AI platform components such as LLM gateway, Bedrock, and enforce security controls across data and model layers.
Strong experience with infrastructure-as-code tools (Terraform or equivalent) as a primary working method.
Solid AWS knowledge including IAM, VPC, PrivateLink networking, and S3 storage.
Proficiency in Python for building data pipelines, automation, and tooling.
Work Experience Required: Not explicitly mentioned in the JD.
Experienced individual contributor comfortable operating production cloud infrastructure independently within Agile workflows.
Practices automation and reproducibility as standard versus manual interventions.
Familiar with data engineering concepts like Glue, Athena, and lakehouse architecture, or platform experience in LLM gateways or model-serving infrastructures.