Data Engineer — Datastore Migration

Job overview

The Data Engineer — Datastore Migration role is onsite in Dallas, TX, with compensation not specified. The engineer joins the Datastore-Migration Factory team on a high-visibility client project moving an on-premises Data Lake to an AWS-hosted Lakehouse. The role migrates data pipelines and consumption patterns, reconciles datasets, and works with data owners to confirm that migrated assets meet business requirements. Its work supports reliable data products and continuity for production workflows during the platform transition.

What you'll do

• Refactor and migrate extraction logic and job scheduling
• execute physical dataset migration while ensuring data integrity
• translate and optimize legacy SQL and Spark consumption patterns for Snowflake and Iceberg
• analyze usage patterns
• facilitate hand-off and sign-off with data owners
• validate data using reconciliation frameworks
• work with the Data Management Platforms team.

What we're looking for

Skills & competencies

data engineer

datastore migration

aws lakehouse

sql

apache spark

snowflake

apache iceberg

data reconciliation

dallas tx

full-time

vantage point consulting

Work arrangement

• Weekend coverage required

Why this role

The technical stack includes Kafka, SQL, FTP, Spark, JSON, Avro, Parquet, Hadoop, Snowflake, Apache Iceberg, and Sybase IQ. Full-time role; 3–5 years of hands-on coding experience required.

About the employer

Vantage Point Consulting is hiring for this role. Industry: Engineering Services. Sector: 54.