Security Architecture

1. Supports the production of scalable and optimised artificial intelligence (AI)/machine learning (ML) models. 2. Focuses on building algorithms for the extraction, transformation, and loading of large volumes of real-time, unstructured data to deploy AI/ML solutions from theoretical data science models. 3. Runs experiments to test the performance of deployed models and identifies and resolves bugs that arise in the process. 4. Works in a team setting and is proficient in statistics, scripting, and programming languages required by the organisation. 5. Familiar with the relevant software platforms in which the models are deployed. 6. Knowledgeable of the requirements under the Model AI Governance Framework and the Personal Data Protection Act (PDPA) in his work on AI/ML models. 7.Determined individual comfortable working with large data sets, keen interest in problem solving and experimentation.

1. Leads the IT function and provides strategic directions, solutions, and policies to support business goals. 2. Develops the information strategy and services to meet business requirements including training and upgrading of systems and/or technology knowledge and skills of all staff to improve productivity through information systems. 3. Directs and promotes governance policies and standards in relation to security, quality, risk, and project management. 4. Leads important innovation initiatives and has ultimate accountability for the function. 5. Provides the highest level of advice and recommendations to the heads of organizations or business units. 6. Has the ability to leverage new and innovative technology to develop strategic directions for the IT functions alignment with organizational objectives. 7. Able to propose solutions and influence key stakeholders to drive commitment for initiatives across the organization.

A cloud developer develops and maintains cloud-based applications by: '- Performing complex and detailed analysis of software components and systems, and implementing technical assessments - Testing and assisting the transition and deployment of software components for projects - Performing multiple cloud components to develop a cloud solution which is cost effective, secure, resilient, high performance and scalable - Rewriting and refactoring the application code to make it work best in the cloud environment - Documenting the design process, revision , source of control, configuration and providing technical support to users - Completing the integration of new applications into the cloud environment - Conducting code reviews, refactoring, modernising and testing in a mapping environment including security checks - Taking a quality first approach to software development by producing unit tests and automating functional testing as much as possible - Collaborating with other engineers and product owners to identify software solutions to complex problems in industry - Designing and developing any application that is primarily hosted on cloud services such that they are scalable

1. Guides the assessment of information and cyber risks associated with technology initiatives. 2. Provides recommendations on control requirements by risk policy and standards. 3. Manages and coordinates responses to regulatory inquiries, inspections, and audits. 4. Ensures cyber security standards and policies are established and implemented. 5. Oversee the development of reports and implements policies and standards. 6. Manages employees and is accountable for their performance and results. 7. Provides guidance on security measures and protocols to stakeholders. 8. Familiar with cyber security standards, protocols, and frameworks. 9. Knowledgeable in using various cyber security monitoring and analysis tools and techniques depending on the organization's needs and requirements. 10. Has expertise in cyber risk mitigation strategies and protocols. 11. Sharp, analytical mind and anticipating problems and risks to mitigate them ahead of time. 12. Excellent communicator who works well with others and promotes a cooperative working environment and relationships within and beyond his team.

1. Designs systems to facilitate access to and finding of information. 2. Plans, designs, develops, and tests internal information-delivery solutions and data models with the focus on providing positive user experience. 3. Works with end users to specify requirements, create and implement designs to meet internal and client-facing objectives. 4. Develops information management standards and practices, in compliance with data privacy policies and ethics and governance frameworks. 5. Works in a team setting and is proficient in database systems, scripting and programming languages required by the organisation. 6. Familiar with the relevant software platforms on which the solution is deployed. 7. Integrates diverse needs and perspectives from internal and external clients and possesses a creative mind to develop new and fresh ideas and solutions. 8. Possesses strong leadership and communication abilities and is able to influence key stakeholders and clients he interfaces with.

1. Supports the design, implementation, and maintenance of data flow channels and data processing systems that support the collection, storage, batch and real-time processing, and analysis of information in a scalable, repeatable, and secure manner. 2. Focuses on defining optimal solutions to data collection, processing, and warehousing. 3. Designs, codes, and tests data systems and works on implementing those into the internal infrastructure. 4. Focuses on collecting, parsing, managing, analysing and visualising large sets of data to turn information into insights accessible through multiple platforms. 5. Proficient in database systems, scripting, and programming languages required by the organisation. 6. Familiar with the relevant software platforms on which the solution is deployed. 7. Passionate about numbers and works with large data sets. 8. Has a keenness for understanding business processes and resolving challenges to provide solutions with the help of clean and interlinked databases and architectures.