Data Scientist
Johannesburg, South Africa
ZAR 480K-580K (estimate) Mid-level Full Time
Tasks
- Apply MLOps with CI CD model monitoring drift detection
- Build end to end AI solutions for insurance processes
- Build generative AI applications
- Collaborate with product owners actuaries and engineering teams
- Communicate results through data visualizations
- Develop predictive and generative ML models
- Engineer prompts and evaluation pipelines
- Extract insights from customer product and operational data
- Implement ML pipelines and inference services
- Innovate with AI APIs and cloud native tools
- Optimize inference cost latency and performance
Perks/Benefits
- N/A
Skills/Tech-stack
API | AWS | Applied statistics | Automated retraining | Azure | CI/CD | Classification | Clustering | Databricks | Docker | Drift Detection | Embeddings | Feature Store | Git | Kubernetes | Langchain | Llamaindex | Machine Learning | Model Monitoring | Model Registry | Prompt engineering | PyTorch | Python | RAG | Regression | SQL | Scikit-learn | TensorFlow | Vector Databases
Roles
AI | AI Engineer | Data Scientist | Engineer | Learning Engineer | Machine Learning Engineer | Scientist
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