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Nestlé
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Gurgaon, Haryana, India · On-site
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Full-time
Posted 21d ago
~40 hrs/week
Responsibilities
Design and implement Python-based extract/load pipelines and dbt transformations to migrate data from Informatica PowerCenter to a modern data stack. Orchestrate these workflows using Airflow and ensure production-quality, functionally equivalent output at enterprise scale.
Requirements
Requires over 5 years of experience in Informatica PowerCenter, Python, and SQL, along with at least 3 years of experience in dbt Core and Airflow. Proficiency in high-volume data movement tools like Oracle Data Pump or SQL Server BCP is essential.
Full job description
SEI - Data Migration Engineer (SWP) X 3
Senior Data Migration Engineer (revised 4/22/26)
Role Overview o The Senior Data Migration Engineer serves as a hands-on technical contributor and delivery anchor, responsible for designing and implementing Python-based extract/load pipelines, dbt-based transformations, and Airflow-based orchestration for a large-scale migration from Informatica PowerCenter to a modern data stack. o This role requires deep expertise in converting complex Informatica workflows into Python, dbt, and Airflow, and the ability to deliver production-quality, functionally equivalent output at enterprise scale.Key Responsibilities • Assess complex Informatica workflows including sessions, mappings, and parameterizations and translate them into equivalent Python EL scripts and dbt transformation models. • Develop and maintain Python EL pipelines to land high-volume data, including billion-row tables, into the target warehouse using SQLAlchemy, cx_Oracle, pyodbc, and bulk export tools such as Oracle Data Pump and SQL Server BCP. • Design and develop dbt transformation models based on Informatica mapping logic, incorporating dbt best practices including model layering, macros, incremental strategies, and snapshot patterns. • Develop dbt-native tests as well as custom Python unit tests to validate transformation correctness and data quality. • Develop Airflow DAGs to orchestrate Python EL and dbt scripts end-to-end, producing output that is functionally equivalent to the source Informatica workflows. • Contribute to GitLab CI/CD pipeline for dbt and Airflow code, including lint gates, automated testing, and deployment to shared NAS. • Perform peer code reviews and provide constructive technical feedback to fellow engineers. • Troubleshoot performance issues and data discrepancies during SIT and UAT, including row-count reconciliation between source Oracle/SQL Server systems and the target warehouse. • Contribute to technical documentation, runbooks, and handover materials.
Required Skills & Experience • 5+ years of Informatica PowerCenter experience - mappings, sessions, workflows, and parameterization • 3+ years of hands-on dbt Core experience - model layering, macros, tests, incremental materializations• 3+ years of Airflow experience - DAG authoring, task dependencies, and incorporation with scheduling tool • 5+ years of Python experience, including production use of parallelism and batch data processing • 5+ years of SQL experience - complex joins, window functions, aggregations across large datasets • Experience with Oracle Data Pump (expdp/impdp) or SQL Server BCP / BULK INSERT for high-volume data movement
Preferred • Experience with SQLAlchemy, cx_Oracle, or pyodbc for Python-based database connectivity • Experience mentoring junior and mid-level engineers in offshore delivery models
Related keywords
Informatica PowerCenterDbtAirflowPythonSQLOracle Data PumpSQL Server BCPSQLAlchemyCx_OraclePyodbcGitLab CI/CDData MigrationETLELTData WarehouseSIT
NTT DATA, Inc. is a trusted global innovator of business and technology services. We're committed to helping clients innovate, optimize and transform for long-term success. Our R&D investments help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation and management of applications, infrastructure, and connectivity.
Offices: 7950 Legacy Drive, Suite 900, Plano, Texas 75024, US · 18 S End Road, Bengaluru, Karnataka 560004, IN
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How many Data & Analytics jobs are open in Gurgaon, India right now?
There are currently 1,230 open data & analytics positions in Gurgaon, India listed on Clera. New openings are added daily as companies post roles.
Which companies are hiring for Data & Analytics roles in Gurgaon, India?
Companies currently hiring include Genpact, EY, American Express, KPMG India, Mastercard, among others. Browse the listings above to see every active employer.
Are there remote or hybrid Data & Analytics jobs in Gurgaon, India?
Yes — 452 of the 1230 open data & analytics positions offer remote or hybrid work (30 remote, 422 hybrid).
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