Gcp Data Engineer
Posted on 2025-04-11
Employer | MECS Africa |
---|---|
Salary | 0 |
Category | Trade Artisans Technical |
Location | Gauteng / Gauteng |
Job Summary
Job
Responsibilities:
- Design, develop, and maintain scalable data pipelines and ETL processes on Google Cloud Platform (GCP).
- Implement and optimize data storage solutions using BigQuery, Cloud Storage, and other GCP services.
- Collaborate with data scientists, machine learning engineers, data engineers, and other stakeholders to integrate and deploy machine learning models into production environments.
- Develop and maintain custom deployment solutions for machine learning models using tools such as Kubeflow, AI Platform, and Docker.
- Write clean, efficient, and maintainable code in Python and PySpark for data processing and transformation tasks.
- Ensure data quality, integrity, and consistency through data validation and monitoring processes.
- Deep understanding of Medallion architecture.
- Develop metadata-driven pipelines and ensure optimal processing of data.
- Use Terraform to manage and provision cloud infrastructure resources on GCP.
- Troubleshoot and resolve production issues related to data pipelines and machine learning models.
- Stay up-to-date with the latest industry trends and best practices in data engineering, machine learning, and cloud technologies, including data lifecycle management, data pruning, model drift, and model optimizations.
Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
Skills & Experience:
- Proven experience as a Data Engineer with a focus on Google Cloud Platform (GCP).
- Strong proficiency in Python and PySpark for data processing and transformation.
- Hands-on experience with machine learning model deployment and integration on GCP.
- Familiarity with GCP services such as BigQuery, Cloud Storage, Dataflow, and AI Platform.
- Experience with Terraform for infrastructure as code.
- Experience with containerization and orchestration tools like Docker and Kubernetes.
- Strong problem-solving skills with the ability to troubleshoot complex issues.
- Excellent communication and collaboration skills
Gcp Data Engineer position available in Gauteng, Gauteng. This job position was posted by MECS Africa. The job has been posted as a char8000 ad on 2025-04-11 at 01:26:38 in the Trade Artisans Technical category
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