GCP Architect

American IT Systems

Dallas, TX, United States

2 months ago

Role details

Contract type

Permanent contract

Employment type

Full-time (> 32 hours)

Working hours

Regular working hours

Job source

careerjet.com

Tech stack

Artificial Intelligence IBM System I BigQuery Data Infrastructure Extract Transform Load (ETL) Data Masking Data Flow Control Information Model Python (Programming Language) Mainframes Search Technologies SQL Databases

+14 more

Systems Architecture User-Centered Design Cloud Platform System Retrieval-Augmented Generation Large Language Models Model Validation Pyspark Deployment Automation Google Cloud Functions Performance Monitor Machine Learning Operations Terraform Splunk Data Pipelines

Job description

System Architecture: Architect the end-to-end design of a scalable, GenAI-powered remediation platform on GCP. Design ingestion patterns to normalize data from Mainframe (z/OS), AS400, and Splunk into a Common Information Model (CIM). BigQuery Data Foundation: Establish BigQuery as the centralized source of truth. Design and implement efficient ELT/ETL pipelines and utilize BigQuery Vector Search for RAG (Retrieval-Augmented Generation) workloads. Human-in-the-Loop (HITL) Workflow: Engineer the critical workflow for “Low Confidence” incident handling. Ensure seamless integration between AI-generated hypotheses and expert analyst resolution, creating closed-loop feedback mechanisms that improve model accuracy over time. Governance & Compliance: Implement row-level security (RLS) and data masking to meet Healthcare regulatory requirements while providing LLMs the context needed for inference. Model Lifecycle & MLOps: Oversee the LLM and MLOps lifecycle, managing retraining triggers based on verified analyst resolutions, model evaluation, and performance monitoring., Job Description: Responsibilities Brasfield & Gorrie has an exciting opportunity for Project Managers to support our construction projects in Dallas. Develop project business …

1 month ago, Responsibilities: Brasfield & Gorrie has an exciting opportunity for Project Managers to support our construction projects in Dallas. Develop project business plan. Work with f…
1 month ago

Requirements

Cloud Platform: Expert-level proficiency in GCP (Vertex AI, BigQuery, Dataflow, Pub/Sub, Cloud Run, Cloud Functions). GenAI & RAG: Deep practical experience with RAG architectures, embedding models, and vector database management (specifically within the BigQuery ecosystem). Legacy Integration: Strong background in connecting legacy enterprise infrastructure (Mainframe/AS400) to modern cloud data pipelines. Engineering Practices: Proficiency in Python/SQL, PYSPARK and infrastructure-as-code (Terraform) for reproducible, automated deployment. Communication: Ability to serve as a technical bridge, explaining complex AI trade-offs to stakeholders while providing clear guidance to engineering teams.