Job Description

The role of the AI Architect / Product Manager encompasses many activities including (but not limited to):

Strategy and Planning

: Developing and implementing AI strategies that align with WCG objectives; identifying opportunities for AI adoption and creating roadmaps for AI projects.

Solution Design

: Designing AI and machine-learning models to address specific business problems; selecting appropriate algorithms, frameworks, and tools; creating architecture diagrams and design documentation.

Data Management

: Collaborating with data architects to ensure data availability, quality and governance; designing data pipelines for collecting and storing data needed for AI models.

Model Development and Deployment

: Overseeing the development, training and testing of AI models; implementing best practices for deployment and maintenance. Integration: Integrating AI solutions with existing systems; designing APIs and interfaces for interaction between AI components and other systems.

Performance Optimisation

: Monitoring and optimising AI models using techniques such as hyper-parameter tuning and inference acceleration.

Security and Compliance

: Ensuring AI solutions comply with data-privacy and ethical standards; implementing measures to protect AI systems from vulnerabilities and attacks.

Collaboration and Communication

: Working closely with data scientists, engineers and stakeholders to deliver effective AI solutions and communicate AI concepts to non-technical audiences.

Emerging Technologies and Trends

: Staying updated with the latest advancements in AI and ML and evaluating new tools and frameworks for adoption.

Requirements

Minimum Qualification:

NQF 6 or higher tertiary qualification in ICT (information systems or related); Cloud certification.

Minimum Experience:

* Minimum of 6 years' experience in a field of an AI Architect / Product Manager role.