Senior Data Engineer: Generative AI & Data Reconciliation

DataJobs; Richmond (VA); Hybrid; USD 91,000 - 98,000; Full time

Benefits offered by this job

401(k)

Dental insurance

Health insurance

Vision insurance

Job summary

Astyra Corporation is seeking a Senior Data Engineer – Generative AI for a hybrid role based in Richmond, VA. You will design a data reconciliation utility to compare data across legacy and modernized platforms, using Generative AI and MCP-enabled services.

You will build hands-on Python solutions, work with LangGraph for agentic workflows, and collaborate with senior engineers to accelerate modernization initiatives while ensuring data validation and production readiness.

Qualifications

• 7+ years of experience in data engineering or software engineering.
• Experience building solutions using Generative AI.
• Strong Python development skills.
• Hands-on experience with LangGraph or similar agentic AI frameworks.
• Experience with Model Context Protocol (MCP), including consuming MCP services.
• Experience building data comparison, reconciliation, pattern detection, or data validation.

Responsibilities

• Design and develop a data reconciliation utility to compare data across legacy and modernized platforms.
• Create solutions that identify data discrepancies, patterns, anomalies, and nuanced differences across large datasets.
• Use Generative AI, pattern matching, regex, and related techniques to improve data comparison and reconciliation.
• Build hands-on implementations using Python and modern Generative AI frameworks.
• Integrate with and consume services via Model Context Protocol (MCP).
• Develop agentic or workflow-based solutions using LangGraph.
• Collaborate with senior engineers and architects to design and accelerate development of the reconciliation platform.
• Deliver scalable, maintainable data engineering solutions that support broader modernization initiatives.
• Support data validation, testing, troubleshooting, and production implementation.

Skills

Data engineering

Generative AI

Python

LangGraph

MCP

Data processing

Problem solving

Tools

LangGraph

MCP

regex

CI/CD

Spark

Job description

Astyra Corporation is seeking a Senior Data Engineer – Generative AI for a hybrid role based in Richmond, VA. You will design a data reconciliation utility to compare data across legacy and modernized platforms, using Generative AI and MCP-enabled services.

You will build hands-on Python solutions, work with LangGraph for agentic workflows, and collaborate with senior engineers to accelerate modernization initiatives while ensuring data validation and production readiness.