Data Engineer: AI / ML–Powered Data Pipelines

Thakral One Pte. Ltd.; Kampung Malaysia Tambahan; On-site; MYR 120,000 - 180,000; Full time

Job summary

Thakral One Pte. Ltd. is seeking a Data Engineer to design, build, and maintain modular data pipelines that support efficient refresh cycles, AI/ML model integration, and secure, scalable data environments.

You will collaborate with cross‑functional teams to deliver high‑quality data solutions aligning with business needs. You will design pipelines with Airflow, build incremental data flows, and develop ETL/ELT processes while ensuring data quality, governance, and robust access controls across

Qualifications

• 3–7 years of hands‑on experience in data engineering or related roles.
• Experience designing incremental and modular pipelines.
• Experience integrating APIs and external data sources.

Responsibilities

• Design, develop, and maintain pipelines using Airflow.
• Build modular and incremental data flows to optimise refresh cycles and minimise redundant runs.
• Develop ETL/ELT workflows to ingest and transform data from telecom and operational systems.
• Integrate APIs and external data sources into pipelines.
• Collaborate with cross-functional teams to integrate AI/ML models into production environments.
• Ensure data quality, version control, and governance through documentation and reusable components.
• Contribute to domain logic validation with business and analytics teams.
• Participate in troubleshooting and optimisation of data processes.
• Ensure reliability, scalability, and performance of data workflows.
• Implement best practices for access management and governance.

Skills

Structured thinking

Clear communication

Collaboration

Delivery focus

Operational reliability

Tools

Python

SQL

Airflow

Spark

Azure Data Factory

AzureML

Synapse

Blob Storage

AWS S3

ECS

RDS

EC2

Azure SQL

Job description

Thakral One Pte. Ltd. is seeking a Data Engineer to design, build, and maintain modular data pipelines that support efficient refresh cycles, AI/ML model integration, and secure, scalable data environments.

You will collaborate with cross‑functional teams to deliver high‑quality data solutions aligning with business needs. You will design pipelines with Airflow, build incremental data flows, and develop ETL/ELT processes while ensuring data quality, governance, and robust access controls across