Data Architect

Identify business needs

• Determine data engineering requirements across all systems, platforms and applications based on artificial intelligence solutions
• Advise the business on data requirements based on information and insights desired
• Establish and implement data ethics, privacy and security guidelines and policies for potential new business cases that involve data engineering processes
• Advise on latest machine learning libraries, strategies, and products in database and data processing software based on business requirements

Design data architecture

• Define the desired state of information flows through the organisation to determine the organisation’s data architecture
• Assess existing systems to evaluate their usability, usefulness, visual design and content
• Guide the alignment of information management standards with the enterprise architectural plan and information security standards
• Develop strategies for seamless and low-risk migration of data between systems
• Communicate the data architecture, design and recommendations to stakeholders

Bring artificial intelligence (AI)/machine learning (ML) models into production

• Formulate strategies for code compilation for model production
• Formulate AI/ML development pipeline strategies and infrastructure for the organisation
• Provide technical guidance for scaling and pre-deployment of AI/ML models

Deploy AI/ML models

• Create deployment blueprints for AI/ML models
• Provide technical guidance for deployment and optimisation of AI/ML models
• Ensure deployed AI/ML models are aligned with the organisation’s core values and comply with data governance and ethics guidelines

Manage people and organisation

• Develop strategies for resource planning and utilisation
• Review operational strategies, policies and targets across teams and projects
• Review the utilisation of resources
• Oversee the development of learning roadmaps for teams and functions
• Establish performance indicators to benchmark effectiveness of learning and development programmes against best practices
• Implement succession planning initiatives for key management positions

Governance and Compliance

Drive professional, legal and ethical accountability and responsibility within and across organisations

Governance and Compliance

Establish policies for data security and usage, facilitate industry consensus around data ethics, and provide expert advice on data transfer across geographies

Strategy Planning and Implementation

Define a coherent data strategy and spearhead new approaches to enrich, synthesise and apply data, to maximise the value of data as a critical business asset and driver

Business and Project Management

Direct the management and authorise ownership of multiple large, complex programmes and projects, ensuring alignment with strategic business priorities

Development and Implementation

Establish an integration strategy and a clear vision for an integrated ICT architectural design.

Business and Project Management

Develop business readiness plan and direct business activities, processes and resources to facilitate changes and transitions, and plan change control procedures for IT initiatives

Development and Implementation

Design advanced statistical and computational models, and spearhead the application of algorithms and modelling techniques to new domains

Design and Architecture

Establish a strategy for the creation of large-scale data models and structures and spearhead the implementation of database technology, architectures, software and facilities

Development and Implementation

Lead the creation of data management procedures and oversee the integration of data, ensuring optimisation of the organisation's data pipeline

Operations and User Support

Establish strategy and guidelines for database management and administration, directing processes, resources and IT investments to optimise database performance

People Development

Drive employee developmental programmes in alignment to business needs

Governance and Compliance

Establish and control quality expectations in line with organisation directions and selected benchmarks

Design and Architecture

Establish organisational guidelines and principles for the design of security architecture and controls, and drive the enhancement of organisation-wide security systems

Stakeholder and Contract Management

Define a strategic stakeholder management roadmap, and lead critical discussions and negotiations, addressing escalated issues or problems encountered

Business and Project Management

Formulate the strategies and policies that are forward- looking and focuses on bottom line results

Business and Project Management

Investigate existing business processes, evaluate requirements and define the scope for recommended solutions and programmes

Development and Implementation

Develop policies, processes and guidelines for the organisation's configuration management and tracking

Business and Project Management

Evaluate new and emerging technology and trends against the organisational needs and processes

Business and Project Management

Conduct project level manpower forecasts to bridge gaps between manpower demand and supply, and facilitate development of recruitment strategies

People Development

Develop performance management programmes