Job description: Key Responsibilities (The "Strong Wants")
AI/ML Strategy: Design the architectural framework for scaling Artificial Intelligence and Machine Learning models. This includes building pipelines for LLMs, Generative AI, and predictive analytics.
AWS Cloud Governance: Act as the lead architect for AWS environments, ensuring best practices in VPC design, serverless architectures (Lambda), and cost optimization (FinOps).
Data Mesh & Analytics: Overhaul legacy data silos into a modern Data Lakehouse or Data Mesh architecture to support real-time business intelligence and data-driven decision-making.
AI Ethics & Security: Establish guardrails for data privacy in AI models and ensure AWS security protocols (IAM, GuardDuty) are strictly followed.
Preferred Technical Stack:
Cloud Platform: Proficiency in AWS Ecosystem (S3, SageMaker, Redshift, Glue, Bedrock, and EKS).
Data Frameworks: Experience with Snowflake, Databricks, or Apache Spark for large-scale data processing.
AI Frameworks: Familiarity with PyTorch, TensorFlow, or LangChain for integrating AI into enterprise workflows.
Automation: Strong background in IaC (Infrastructure as Code) using Terraform or AWS CloudFormation.
Skills & Qualifications:
AWS Certifications: Highly preferred (e.g., AWS Certified Solutions Architect – Professional or AWS Certified Data Engineer).
Analytics Background: Proven track record of designing platforms that handle Petabyte-scale data and complex ETL/ELT processes.
AI Integration: Experience moving AI projects from "Proof of Concept" (PoC) to full-scale enterprise production.
Numbers & Facts
Location
Torrance, CA
Skills
Amazon Simple Storage Service (S3)unmatched
Amazon Web Services (AWS)unmatched
Apache Sparkunmatched
Architectural Designunmatched
Artificial Intelligence (AI)unmatched
Automationunmatched
Best Practicesunmatched
Business Intelligenceunmatched
Cloud Computingunmatched
Cost Controlunmatched
Data Analysisunmatched
Data Processingunmatched
DataArchitect Data Modeling Toolunmatched
Database Extract Transform and Load (ETL)unmatched
Ecosystemsunmatched
Enterprise Architectureunmatched
Lambda Architectureunmatched
Machine Learningunmatched
Predictive Modelingunmatched
Proof of Conceptunmatched
Security Protocolsunmatched
Snowflake Schemaunmatched
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