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Major Group
2
Professionals
Sub-Major Group
25
Information and Communications Technology Professionals
Minor Group
252
Database and Network Professionals
Unit Group
2524
Data Professionals
Minor Unit Group
MASCO Code
2524-03
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Data Architect designs, develops and manages an organisation’s overall data architecture to support enterprise information needs and decision-making. The role involves modelling and constructing databases and data warehouse systems, establishing standards for data integration, governance, security and performance, and ensuring the efficient processing and storage of large and complex datasets. They also oversee the integration and migration of data across systems to ensure consistency, integrity and accessibility in support of business intelligence and advanced analytics.
Tasks
Develop and maintain data models, data flow diagrams, and scalable data architectures.
Extract, transform, and integrate data from multiple sources to build structured and high-volume datasets.
Ensure data quality through data cleaning, validation, and quality control processes.
Design and implement ETL and data migration processes.
Collaborate with business stakeholders, IT, and analytics teams to understand requirements and align data objectives.
Evaluate and recommend data technologies, tools, and infrastructure optimisations.
Identify and propose innovative uses of existing data sources and architectures to support business objectives.
Prepare documentation outlining data sources, models, processes, and algorithms.
Skills
Basic
Ability to work collaboratively and manage multiple tasks effectively.
Attention to detail to ensure data accuracy, consistency, and proper documentation.
Critical thinking and logical reasoning to evaluate data quality, structures, and migration processes.
Effective verbal and written communication skills to collaborate with stakeholders and technical teams.
Strong analytical and problem-solving skills for designing and managing data architecture and resolving data-related issues.
Specific
Ability to analyse data for architectural optimisation and decision-making.
Competency in implementing and maintaining data governance, compliance, and quality assurance practices.
Experience with big data tools and frameworks.
Knowledge in designing and managing large-scale data architectures.
Knowledge of cloud platforms and services for data storage and processing.
Proficiency in developing and managing data integration workflows across multiple sources.
Proficiency in programming languages for data processing.
Strong SQL and database management skills for relational and non-relational systems.
Additional Info
QUALIFICATION
Bachelor’s degree or equivalent
Related Courses
MASCO
Hi, I can assist you with questions related to the Malaysia Standard Classification of Occupations (MASCO).
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