Design and implement scalable data architecture using AWS services (S3, Glue, Redshift, Lambda, Step Functions).
Build and maintain robust ETL / ELT pipelines for transforming raw data into clean, structured datasets. Ensure the reliability, performance, and production readiness of data solutions.
Maintain strong data governance, security, and quality control across all data workflows.
Write clean, well-documented code, supporting testing, automation, and version control practices.
Collaborate with analysts, business stakeholders, and IT teams to understand data needs and deliver user-friendly solutions.
Promote a knowledge-sharing culture and enhance the team's technical standards.
Continuously refine and optimize data models (e.g., star schema) to boost reporting efficiency.
Proactively identify and address performance bottlenecks in data workflows.
Recommend and experiment with new tools or AWS services to improve engineering efficiency.
Automate manual processes and drive continuous improvement in data engineering practices.
Build reliable datasets and pipelines to enable stakeholders to self-serve insights.
Translate business questions into actionable data solutions for better decision-making and improved customer outcomes.
Requirements :
4-5 years of experience in data engineering,, minimum of 2 years in cloud-based environments.
Experience in building and managing data models and data pipelines for large-scale data environments.
Strong SQL and Python skills for data transformation and automation.
Experience with diverse data sources, both structured and unstructured.
strong knowledge of data warehousing concepts, data modeling, and ELT / ETL practices.
Strong problem-solving skills and ability to work independently within a cross-functional team.
Experience in building data warehouse for a large enterprise and also with Power BI, Snowflake on AWS, or Databricks.
Familiarity with DevOps practices such as CI / CD.
Understanding of AWS-based data security and governance best practices.
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Senior Data Engineer • Malaysia
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