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4 Weeks ago

Senior Data Engineer - NoSQL, PySpark, AWS, CI/CD

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Information Technology
Full-Time
UST

Overview

Role Description

Key Responsibilities:

  • Data Pipeline Design & Architecture:
    • Design and architect robust data pipelines for structured, semi-structured, and unstructured data.
    • Develop and manage databases (RDBMS, NoSQL, data lakes) to ensure data accessibility and integrity.
  • ETL & Data Transformation:
    • Implement efficient ETL processes using tools like PySpark and Hadoop to prepare data for analytics and AI use cases.
  • Database Optimization:
    • Optimize database performance through query tuning, indexing, and caching strategies using Azure and GCP caching databases.
    • Monitor, maintain, and troubleshoot database infrastructure to ensure high availability and performance.
  • CI/CD Pipelines & Version Control:
    • Build and maintain CI/CD pipelines and manage YML files for efficient code integration and deployment.
    • Use GitHub for version control and team collaboration.
  • Containerized Deployment:
    • Leverage Docker for containerized deployment, and manage database and pipeline processes with Docker commands.
  • System Design & Best Practices:
    • Ensure solutions follow best practices in system design, focusing on trade-offs, security, performance, and efficiency.
    • Collaborate with engineering teams to design scalable solutions for large-scale data processing.
  • Technology Research & Implementation:
    • Stay updated with the latest database technologies and implement best practices for database design and management.
Qualifications

  • Experience:
    • 4+ years of experience in database architecture and optimization.
    • Proven expertise in RDBMS, NoSQL, and semi-structured databases (e.g., MySQL, PostgreSQL, MongoDB).
  • Technical Skills:
    • Proficiency in programming languages for database integration and optimization (Python preferred).
    • Strong knowledge of distributed data processing tools like PySpark and Hadoop.
    • Hands-on experience with AWS services for data storage and processing, including S3.
    • Strong familiarity with Redis for caching and query optimization.
    • Experience with Docker for containerized deployment and writing CI/CD pipelines using YML files.
  • Problem-Solving & Collaboration:
    • Ability to collaborate effectively with engineering teams to design scalable data solutions.
    • Strong problem-solving skills and attention to detail.
Skills

RDMS, NoSQL, PySpark, AWS, CI/CD
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