Job overview:

To build and maintain solutions for data quality, metadata management, data lineage and data governance. This role requires technical expertise, problem-solving abilities, and a collaborative mindset to enhance the organization’s data management capabilities.


Key Responsibilities:

  • Design and implement frameworks for data quality validation, including rules, thresholds, and metrics to ensure high-quality data.
  • Automate data quality monitoring and anomaly detection using tools or custom scripts.
  • Collaborate with data stewards to resolve data quality issues and improve processes.
  • Develop and maintain centralized metadata repositories to ensure accurate and up-to-date metadata.
  • Automate metadata extraction, data lineage tracking, and validation processes.
  • Integrate metadata management solutions with tools like Informatica EDC, Axon, or similar platforms.
  • Work closely with the Data Governance team to implement data governance policies and data standards across the data lifecycle.
  • Create and maintain pipelines to enable data lineage, audit trails, and compliance reporting.
  • Support the adoption of governance tools and frameworks to ensure consistent data usage.
  • Build robust, scalable, and secure ETL/ELT pipelines for structured and unstructured data.
  • Optimize data ingestion, transformation, and storage for hybrid (on-premises and on cloud) environments.
  • Ensure data pipeline reliability and performance through monitoring and testing.
  • Work closely with data stewards, data analysts, and data governance teams to align engineering efforts with business needs.
  • Mentor junior team members on best practices in data engineering and governance.


Required Qualifications:

  • Experience:
    5-10 years of experience in data engineering, with a focus on data quality, metadata, data lineage and data governance


  • Technical Skills:

    • Strong programming skills in Python, SQL, or Scala; experience with modern data frameworks such as PySpark and dbt (Data Build Tool) is a plus.

    • Expertise in ETL/ELT tools like Informatica Intelligent Data Management Cloud (IDMC), Talend, Apache NiFi, or similar cloud-native solutions.

    • Proficiency with metadata management platforms such as Informatica EDC, Collibra, or Alation, including automation of metadata ingestion, classification, and lineage mapping.

    • Hands-on experience with data quality tools (e.g., Informatica Data Engineering Quality (DEQ), Collibra Data Quality & Observability, Great Expectations) and custom validation scripting.

    • Strong knowledge of data governance frameworks and tools (e.g., Informatica Axon, Collibra Governance, Alation Data Governance).

    • Experience with cloud data platforms and databases (e.g., Snowflake, Databricks, Oracle, SQL Server), as well as data lake/lakehouse architectures.

    • Familiarity with multi-cloud and hybrid environments (e.g., AWS, Azure, Google Cloud Platform) and their native data services.

    • Practical experience applying Generative AI and Large Language Models (LLMs) for:

      • Metadata automation (auto-tagging, semantic enrichment, and data catalog population)

      • Anomaly detection in pipelines and datasets using AI-driven observability tools

      • Data quality improvement through AI-based rules generation, pattern recognition, and automated remediation suggestions


  • Soft Skills:

    • Strong problem-solving and analytical abilities.
    • Excellent communication and collaboration skills.
    • Ability to mentor and guide junior team members.


Salary
  • Negotiable
Job type
  • Full-time

Company overview

Size:2000-5000 employees
Industry:Telecommunication
Location:Bangkok
Founded in:1986
Ranking:4.5/5

Advanced Info Service Public Company Limited (AIS) is the 5G Digital Service Provider with the most spectra to provide service, totalling 1420MHz . The company has the most subscribers in Thailand, counting over 45.7 million in September 2022. AIS is ready to power Thailand with ...

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Why join us:

  • Opportunities for Career Growth
    At ACC, you will have access to clear career paths and continuous training, helping you develop professionally and reach your career goals.

  • Impactful Work with Leading Technology
    Working with AIS me ...

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Job location: Phaya Thai
Head office: 414 INTOUCH Tower (Shinawatra Tower 1 เดิม) , 12th Floor, Phaholyothin Road, Phayathai, Bangkok
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Benefits

  • Dental Insurance
  • Life Insurance
  • Health Insurance
  • Transport Allowance
  • Travel Allowance
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