Senior Informatica Data Privacy Management

4 weeks ago

Dubai, Dubai, United Arab Emirates Dicetek LLC Full time
Roles and responsibilities

Experience: 5-8 Years
Summary: Experienced Informatica PC and IDMC Developer with 5+ years in data engineering. Skilled in designing end-to-end data pipelines using PC/IDMC for effective migration and transformation across cloud platforms. The ideal candidate will have in-depth knowledge of Informatica PowerCenter and IDMC. A strong foundation in Data Warehousing concepts and proficiency in Snowflake and SQL is essential. Strong team player with agile experience, delivering timely, high-impact data solutions.
Technical Skills

  • Tools: Informatica Cloud Data Integration, Informatica PowerCenter
  • Data Warehousing: Snowflake, DataLake
  • Programming: SQL, Python, Shell Scripting
  • Data Management: Storage management, quality monitoring, governance
  • Modeling: Dimensional modeling, star/snowflake schema

Core Competencies

  • Design, develop, and optimize ETL workflows using Informatica PowerCenter (PC) and Informatica IDMC.
  • Manage data ingestion processes from diverse data sources such as Salesforce, Oracle databases, PostgreSQL, and MySQL.
  • Implement and maintain ETL processes and data pipelines to ensure efficient data extraction, transformation, and loading.
  • Utilize Snowflake as the data warehouse solution for managing large volumes of structured and unstructured data.
  • Maintain and optimize ETL jobs for performance and reliability, ensuring timely data availability for business users.
  • Support data migration, data integration, and data consolidation efforts.
  • Write and maintain basic Python scripts for data processing and automation tasks.
  • Utilize Unix shell commands for data-related tasks and system management.
  • Troubleshoot and resolve ETL-related issues, ensuring data integrity and availability.
  • Ensure adherence to best practices for data governance and security.

Professional Experience

  • Informatica Developer
  • Developed ELT processes using PC/IDMC to integrate data into Snowflake.
  • Implemented storage management for Azure Blob and Snowflake, enhancing data security.
  • Worked on basic Python and shell scripting languages.
Desired candidate profile

  • ETL Process Design and Development:

    • ETL Pipeline Creation: Designing and developing ETL (Extract, Transform, Load) workflows using Informatica PowerCenter, Informatica Cloud Data Integration, or Informatica Intelligent Cloud Services (IICS).
    • Data Transformation: Creating transformations to cleanse, aggregate, and manipulate data as it moves through the ETL pipeline to ensure data quality and consistency.
    • Data Loading: Ensuring that the transformed data is loaded into appropriate destinations such as data warehouses, data lakes, or databases.

  • Data Integration:

    • Source System Integration: Integrating various data sources, such as relational databases, flat files, APIs, cloud platforms, and on-premise systems.
    • Data Migration: Moving data from legacy systems to modern data architectures using Informatica's integration capabilities.
    • Real-time Data Integration: Implementing real-time data integration using Informatica's features such as Change Data Capture (CDC) or Informatica Data Streaming for near-instantaneous updates.

  • Data Quality and Cleansing:

    • Data Profiling: Analyzing and profiling source data to identify quality issues, missing values, and inconsistencies that need to be addressed before loading into the destination system.
    • Data Transformation and Cleansing: Ensuring that data is transformed and cleaned according to business rules, such as removing duplicates, standardizing formats, and applying business logic.
    • Data Validation: Validating that data in the destination is accurate and consistent with the source data and business requirements.

  • Performance Optimization:

    • Query Optimization: Optimizing ETL jobs for performance, ensuring that the processes are running efficiently and within required time limits.
    • Parallel Processing: Implementing parallel processing in Informatica to improve performance during large-scale data transfers and transformations.
    • Memory Management: Ensuring proper memory usage and optimizing workflows to minimize bottlenecks in the ETL process.

  • Data Architecture and Design:

    • Data Modeling: Designing and developing logical and physical data models for efficient data storage, ensuring optimal schema design in data warehouses or data lakes.
    • Data Lineage: Implementing data lineage tracking in the ETL pipelines to ensure transparency and traceability of data flow from sources to destinations.

  • Collaboration with Stakeholders:

    • Working with Data Scientists and Analysts: Collaborating with data scientists, business analysts, and other stakeholders to ensure that the right data is extracted and transformed to support analytical use cases.
    • Requirements Gathering: Gathering requirements from business users and technical teams to ensure the ETL process meets their needs and supports various reporting or analytics initiatives.

  • Troubleshooting and Support:

    • Debugging ETL Jobs: Identifying and resolving issues with ETL jobs, such as data mismatches, failures, or performance problems.
    • Error Handling and Logging: Implementing robust error handling mechanisms in ETL processes to ensure smooth operations and quick recovery from failures.
    • System Monitoring: Monitoring the performance and health of ETL jobs and making adjustments as necessary.
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