GCP AI Data Engineer | 3 +Years

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Posted:3 weeks ago| Platform: Linkedin logo

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Job Type

Full Time

Job Description

GCP AI Data Engineer

Key Responsibilities:

  • Design and implement

    scalable data architectures

    on GCP, including data lakes, data warehouses, and real-time processing systems.
  • Develop and optimize

    ETL/ELT pipelines

    using Python, SQL, Airflow, and streaming technologies.
  • Utilize

    Vertex AI and ML services

    to operationalize machine learning models and support AI/ML workflows (e.g., data labeling, classification, document parsing).
  • Architect and manage

    historical and incremental data loads

    , while continuously refining architecture for efficiency.
  • Manage and optimize

    data storage, partitioning, and clustering strategies

    using BigQuery, Pub/Sub, Dataproc, and Cloud Storage.
  • Automate infrastructure and deployments with

    Infrastructure as Code (IaC)

    tools like Terraform and implement CI/CD practices (e.g., Tekton).
  • Collaborate with data scientists, data engineers, and business stakeholders to ensure solutions align with business needs, security, and governance standards.
  • Monitor, troubleshoot, and resolve issues in data pipelines related to

    performance, reliability, and cost-effectiveness

    .
  • Create and maintain documentation for data processes, pipeline designs, and system architecture.



Skills Required:

  • Strong expertise in

    Google Cloud Platform (GCP)

    services including

    BigQuery, Dataflow, Data Fusion, Dataproc, Pub/Sub, and Cloud Storage

  • Hands-on experience in

    workflow orchestration and automation tools

    such as

    Apache Airflow

  • Proficiency in

    data modeling, ETL/ELT pipeline development

    , and

    SQL/Python

    programming
  • Solid understanding of

    relational databases

    with experience in

    Postgres

  • Practical knowledge of

    Infrastructure as Code (IaC)

    using

    Terraform

    for deployment automation
  • Ability to design and optimize

    scalable data architectures

    for enterprise data lakes and data warehouses


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