AI Engineer
ZAR 840K-1100K (estimate) Senior-level Full Time
Tasks
- Assemble models in MLflow and Unity Catalog
- Build machine learning pipelines
- Communicate insights to stakeholders
- Deploy model serving architectures
- Design AI machine learning systems
- Design RAG pipelines
- Develop GenAI applications with guardrails
- Develop MLOps and LLMOps frameworks
- Evaluate models with metrics
- Fine-tune large language models
- Govern and ensure responsible AI
- Implement CI/CD for models
- Implement bias detection fairness explainability
- Maintain documentation and policies
- Monitor model performance
- Perform feature engineering
- Pre-process data
- Provide mentoring and technical leadership
- Train distributed models
- Translate business problems into AI solutions
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | Bias detection | CI/CD | Databricks | Delta Lake | Distributed Training | Explainability | Fairness | GPU Computing | Inference Optimization | Jupyter Notebooks | LLMOps | Langchain | Language Models | Large Language Models | MLOps | MLflow | Machine Learning | Matplotlib | Model Monitoring | Model Serving | NumPy | Pandas | Prompt engineering | Python | RAG | Responsible AI | Retrieval-Augmented Generation | SQL | SciPy | Spark | Transformers | Unity Catalog | Vector Search
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Engineer | Engineer | LLM Engineer | Learning Engineer | Machine Learning Engineer
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