Etl Specialist — Jira Data Migration/Snowflake Archival
Job in
Plano, Collin County, Texas, 75086, USA
Listed on 2026-06-26
Listing for:
Glint Tech Solutions
Full Time
position Listed on 2026-06-26
Job specializations:
-
IT/Tech
Data Engineering, Database Administrator, Data Warehousing, Data Analyst
Job Description & How to Apply Below
ETL SPECIALIST — JIRA DATA MIGRATION / SNOWFLAKE ARCHIVAL PROJECT DESCRIPTION
Seeking an experienced ETL Specialist to support a Jira data migration initiative involving multiple source repositories being consolidated into a single staging Jira repository and loaded into a newly configured Jira environment. The role focuses on data extraction, transformation, normalization, deduplication, and loading, along with archival of source data into Snowflake for long-term reporting and audit needs.
MANDATORY SKILLS- Strong ETL development experience with Python, SQL, Snowflake, Informatica, Talend, dbt, Airflow, Azure Data Factory, or similar platforms
- Strong SQL skills for profiling, transformation, reconciliation, and validation
- Experience with Snowflake for data storage, archival, reporting, and analytical queries
- Experience with Jira data structures, Jira APIs, or similar enterprise ticketing/work management platforms
- Experience with data normalization, deduplication, merge rules, survivorship logic, and master‑data‑style matching
- Strong understanding of batch data processing, error handling, logging, and restartability
- Ability to work with semi‑structured data formats — JSON, XML, and CSV
- Experience handling large data volumes and complex source‑to‑target mappings
- Experience with Jira Cloud, Jira Data Center, or Jira Service Management migrations
- Experience using Atlassian REST APIs
- Experience with Python libraries — pandas, requests, SQL Alchemy, PySpark, or Snowpark
- Experience with data governance, lineage, auditability, and archival strategies
- Experience with Azure, AWS, or cloud‑based data platforms
- Familiarity with Agile delivery, sprint planning, and migration cutover activities
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