Senior Data Engineer - Generative AI & Data Reconciliation

Astyra Corporation; Richmond (VA); On-site; USD 130,000 - 190,000; Full time

Job summary

Astyra Corporation is seeking a Senior Data Engineer to join a hands-on team building a data reconciliation solution for a large-scale modernization initiative. You will blend traditional data engineering with Generative AI capabilities to identify, analyze, and reconcile data differences between legacy and modernized platforms.

The ideal candidate brings 7+ years in data engineering, strong Python skills, and hands-on experience with Generative AI, LangGraph, and MCP, and will contribute to

Qualifications

• 7+ years of experience in data engineering or related technical discipline.
• Strong hands-on data engineering background and Python development.
• Experience building solutions using Generative AI.
• Hands-on experience with LangGraph or similar agentic AI frameworks.
• Experience consuming MCP services and working with MCP.
• Experience with data comparison, reconciliation, or data validation.
• Proficient in CI/CD environments.

Responsibilities

• Design and develop a data reconciliation utility that compares data across legacy and modernized platforms.
• Build solutions to identify data discrepancies, patterns, anomalies, and nuanced differences across large datasets.
• Apply Generative AI, pattern matching, regex, and other techniques to improve data comparison and reconciliation.
• Develop hands-on solutions using Python and modern Generative AI frameworks.
• Integrate with and consume services through Model Context Protocol (MCP).
• Build agentic or workflow-based solutions using LangGraph.
• Partner closely with senior engineers and architects to design and accelerate development of the reconciliation platform.
• Develop scalable, maintainable data engineering solutions supporting broader modernization initiatives.
• Participate in data validation, testing, troubleshooting, and production implementation.
• Contribute to broader data engineering initiatives as the reconciliation solution matures.

Skills

Data engineering

Generative AI

Python

LangGraph

MCP

CI/CD

Tools

LangGraph

MCP

CI/CD tools

Spark

Job description

Astyra Corporation is seeking a Senior Data Engineer to join a hands-on team building a data reconciliation solution for a large-scale modernization initiative. You will blend traditional data engineering with Generative AI capabilities to identify, analyze, and reconcile data differences between legacy and modernized platforms.

The ideal candidate brings 7+ years in data engineering, strong Python skills, and hands-on experience with Generative AI, LangGraph, and MCP, and will contribute to