Data Architect (D)
Johannesburg, South Africa
ZAR 840K-960K (estimate) Senior-level Full Time
Tasks
- Build CI CD pipelines for MLOps and LLMOps
- Conduct model evaluation for fairness transparency
- Design end-to-end AI architecture
- Design feature engineering pipelines
- Develop AI governance roadmaps
- Enable model serving and API integrations
- Ensure regulatory compliance for AI systems
- Establish model risk management frameworks
- Govern AI architecture and data ingestion
- Implement drift detection and automated retraining
- Implement observability for AI systems
- Provide architectural sign off for data and AI changes
- Provide technical leadership and mentoring
Perks/Benefits
- N/A
Skills/Tech-stack
AI Agents | API Integration | Automated retraining | Big Data | CI/CD | Cloud Computing | Data Ingestion | Drift Detection | Fairness | Feature Engineering | Generative AI | LLMOps | LLMs | MLOps | Machine Learning | Model Evaluation | Model Risk Management | Model Serving | Model risk | Observability | Orchestration | RAG | Regulatory Compliance | Risk Management | Transparency
Education
Roles
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