Job Description
- Develop and implement AI strategies aligned with WCGs digital transformation goals.
- Identify opportunities for AI adoption and define clear, actionable AI roadmaps.
- Design AI and machine learning models to address complex business problems.
- Select suitable algorithms, frameworks, and tools.
- Produce technical architecture diagrams and detailed design documentation.
- Collaborate with data architects to ensure data quality, availability, and governance.
- Design and oversee data pipelines for AI model training and deployment.
- Oversee the end-to-end AI model lifecycle, including development, training, testing, and validation.
- Implement best practices for AI model deployment, monitoring, and maintenance.
- Ensure seamless integration of AI systems with existing enterprise platforms.
- Design APIs and interfaces for interoperability between AI components and other business systems.
- Continuously monitor and optimise AI model performance.
- Apply techniques such as hyperparameter tuning and inference acceleration to enhance efficiency.
- Ensure AI solutions comply with data privacy, security, and ethical standards.
- Implement safeguards to protect AI systems from vulnerabilities and misuse.
- Work closely with data scientists, engineers, and business stakeholders to ensure successful AI delivery.
- Translate complex AI concepts into understandable insights for non-technical audiences.
- Stay abreast of the latest advancements in AI, ML, and cloud technologies.
- Evaluate and recommend new tools, frameworks, and methodologies for adoption.
Requirements
- Education: NQF Level 6 or higher tertiary qualification in Information and Communication Technology (Information Systems or related field).
- Certifications: Relevant Cloud certification (e.g., Azure, AWS, or Google Cloud AI).
- Experience: Minimum of 6 years experience in a role involving AI architecture, solution design, or AI product management.
- Strong understanding of AI and ML frameworks (TensorFlow, PyTorch, etc.)
- Experience with cloud-based AI platforms (Azure AI, AWS AI/ML, GCP AI)
- Proficiency in data architecture, APIs, and system integration
- Strong analytical, strategic planning, and communication skills
- Familiarity with MLOps, DevOps, and model governance best practices
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