Senior Data Platform & GenAI Strategy Lead

Realign Llc; Dallas (TX); On-site; USD 180,000 - 240,000; Full time

Job summary

Realign Llc is seeking an experienced Senior Engineering Lead Analyst to drive enterprise data platform modernization from on-prem to cloud, focusing on data lake, lakehouse, and AI-enabled data value chains.

You will architect scalable solutions on AWS/Azure, design data governance and metadata frameworks, and lead GenAI-enabled data products with LLMs, vectors, and memory management. Onsite roles span Los Angeles, Dallas, and Chicago with senior stakeholder exposure.

Qualifications

• Architect enterprise data platforms for data lake, Lakehouse, streaming systems.
• Design data integration and data pipeline patterns.
• Should be able to evaluate new technologies and run proof of concepts.
• Should be able to set data and AI strategy for data organization.
• Established data Quality, lineage and metadata standards.
• Drives adoption of responsible AI frameworks.
• Create architectural guardrails.
• Lead adoption of data contracts, lineage across data organizations.
• Reviews design and elevate architectural thinking across teams.

Responsibilities

• Lead enterprise data platform modernization from on-prem to cloud for banking and insurance clients.
• Architect and implement scalable solutions using Snowflake and Databricks on AWS and Azure.
• Design and implement AI and Gen AI solution for data value chain.
• Design data integration pipelines (batch, real-time, big data) and analytics platforms.
• Define and implement data governance, quality, metadata, and lineage frameworks with GenAI capabilities.
• Act as a trusted advisor to senior business and IT stakeholders.
• Architect Agentic AI ecosystems using LLMs, vector databases, and orchestration frameworks.
• Define MCPs to chain reasoning, retrieval, and action models.
• Design A2A communication protocols for multi-agent workflows.
• Implement retrieval-augmented generation (RAG) pipelines with memory and tool usage.

Skills

Data architecture

Data governance

MLOps

Python

LLMs

Cloud platforms

Snowflake/Databricks

Tools

LangChain

Vector DBs

FAISS

Pinecone

Weaviate

Databricks

Snowflake

Job description

Realign Llc is seeking an experienced Senior Engineering Lead Analyst to drive enterprise data platform modernization from on-prem to cloud, focusing on data lake, lakehouse, and AI-enabled data value chains.

You will architect scalable solutions on AWS/Azure, design data governance and metadata frameworks, and lead GenAI-enabled data products with LLMs, vectors, and memory management. Onsite roles span Los Angeles, Dallas, and Chicago with senior stakeholder exposure.