Data/AI Architect (Databricks)
ZAR 875K-1170K (estimate) Senior-level Contract
Tasks
- Communicate AI architecture views and standards
- Define AI architecture runways
- Design and evaluate AI and generative AI use cases
- Design and implement AI ML architectures on Databricks
- Design and implement enterprise AI architectures
- Develop AI architecture views
- Ensure AI governance and compliance
- Ensure agile ceremony participation for planning and reviews
- Establish AI standards guardrails frameworks patterns
- Establish performance monitoring and optimization
- Identify assess mitigate AI solution risks
- Implement automated testing frameworks for AI solutions
- Integrate AI architecture with delivery teams
- Integrate AI security encryption access controls security audits
- Lead AI architecture reviews
- Lead AI solution requirements gathering
- Maintain AI solution artifacts
- Manage AI solution deviations and documentation
- Partner to define and evolve Databricks AI platform architecture
- Support CI/CD pipelines for data solutions
Perks/Benefits
- N/A
Skills/Tech-stack
AI gateway | Access Controls | Apache Spark | Automated testing | CI/CD | Cloud platform | Data Lakehouse | Data Management | Data Warehousing | Data mesh | Databricks | Delta Lake | DevOps | ELT | ETL | Encryption | Feature Stores | LLM integration | MLOps | MLflow | Master Data | Master Data Management | Metadata Management | Model Deployment | Model Monitoring | Performance Monitoring | Python | RAG | SQL | Security Audits | Streaming | Unity AI Gateway | Unity Catalog | Vector Databases | Vector Search
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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