AI Data Engineer: RAG-Driven Data Pipelines on GCP

SEFAR FABRICATION (M) SDN BHD; Johor; On-site; MYR 120,000 - 240,000; Full time

Benefits offered by this job

Competitive salary

Bonus structure

Health & wellness programs

Professional development

Job summary

SEFAR FABRICATION (M) SDN BHD is hiring an AI Data Engineer to build and manage the data backbone powering its AI capabilities. The role is based in Taman Desa Cemerlang Johor and focuses on designing, creating, and maintaining data pipelines on Google Cloud Platform to fuel AI applications with high-quality data.

You will develop and manage RAG data lifecycles, ensure data quality and governance, and collaborate with stakeholders to enable AI-driven insights and decision making.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Data Engineering, Information Systems, or a related field.
• Strong experience with ETL/ELT pipelines and data integration.
• Experience working with Google Cloud Platform (BigQuery, Cloud Storage, Dataflow) or comparable cloud platforms.
• Knowledge of data modeling, data architecture and data governance principles.
• Experience handling structured and unstructured data sources.
• Familiarity with Retrieval-Augmented Generation (RAG), embeddings and vector databases is a strong advantage.
• Proficiency in Python and SQL for data processing and transformation.
• Experience with data exploration and analysis to identify relevant data sources and insights.

Responsibilities

• Design, build and maintain scalable ETL/ELT pipelines to process structured and unstructured data from enterprise sources.
• Manage the data lifecycle for Retrieval-Augmented Generation (RAG), including ingestion, cleaning, transformation, chunking and embedding generation.
• Architect and manage data infrastructure on Google Cloud Platform (BigQuery, Cloud Storage, Dataflow) to support AI development.
• Implement processes and tools to ensure the quality, integrity, availability and governance of data used in AI solutions.
• Analyze structured and unstructured datasets to identify patterns, insights and relevant data sources for AI use cases.
• Extract, structure and prepare data to enable reliable RAG systems and AI-driven analysis.

Skills

Python

SQL

ETL/ELT

Data governance

English communication

Analytical skills

Problem-solving

Team collaboration

Education

Bachelor’s degree

Master’s degree

Tools

Google Cloud Platform

BigQuery

Cloud Storage

Dataflow

Vector databases

Job description

SEFAR FABRICATION (M) SDN BHD is hiring an AI Data Engineer to build and manage the data backbone powering its AI capabilities. The role is based in Taman Desa Cemerlang Johor and focuses on designing, creating, and maintaining data pipelines on Google Cloud Platform to fuel AI applications with high-quality data.

You will develop and manage RAG data lifecycles, ensure data quality and governance, and collaborate with stakeholders to enable AI-driven insights and decision making.