Principal AWS Data Platform & ML Ops Architect

New

International Consulting Associates, Inc.Data Science

Remote, Continental United States, Eastern Standard Time (EST)Full-TimePrincipal

Salary170,000 - 174,000 USD per year

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Job Details

Active AWS Certifications (Solutions Architect, Data Engineer or Machine Learning).
Extensive experience designing and building enterprise data or AI/ML platforms on AWS.
Experience creating shared platform capabilities adopted by multiple products or business units.
Experience consolidating production data systems through incremental migration.
Strong hands-on AWS architecture experience (e.g., S3, DynamoDB, Lambda, ECS, SageMaker, OpenSearch).
Strong experience with event-driven architecture, APIs, data modeling, and governance.
Strong MLOps architecture experience (deployment, serving, registry, monitoring).
Experience designing search, vector retrieval, embeddings, or RAG data foundations.
Experience with infrastructure as code (AWS CDK, Terraform, or CloudFormation).
Experience with multi-account AWS environments and private networking.
Ability and willingness to write production code.
Experience influencing senior engineers and enforcing architecture decisions.

Define target AWS architecture for shared data, document processing, and AI capabilities.
Design canonical data models, ingestion pipelines, storage patterns, and serving layers.
Build reusable platform components to support multiple products and projects.
Establish MLOps architecture for model packaging, deployment, registry, and drift detection.
Lead architecture reviews and set engineering standards for data and ML projects.
Provide technical leadership and mentoring to cross-functional engineering teams.
Partner with stakeholders to define and execute the cross-project platform roadmap.

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