AI Personalisation Product Lead
Johannesburg, South Africa
ZAR 660K-780K (estimate) Senior-level Full Time
Tasks
- Build and govern feature store
- Build chatbot decision trees and guided journeys
- Build dynamic real time segments
- Build experiment dashboards
- Build feedback loops for training data
- Build real time optimization pipelines
- Build recommendation algorithms
- Build user interest profiles
- Continuously improve chatbot responses
- Create guardrails and circuit breakers
- Define NBA decision framework
- Define experiment statistical rigor standards
- Define model governance standards
- Design champion challenger experiments
- Direct model development
- Ensure content diversity
- Establish segment governance
- Implement chatbot analytics and reporting
- Implement editorial override controls
- Implement multi armed bandit optimization
- Integrate NBA outputs via APIs
- Integrate chatbot with NBA outputs
- Integrate chatbot with content personalization
- Integrate personalized feeds into channels
- Integrate segments across activation channels
- Manage ML training and serving platforms
- Manage feature store governance
- Monitor model performance and latency
- Monitor personalization performance metrics
- Own AI personalization product roadmap
- Own MLOps lifecycle for model training to monitoring
- Own chatbot integration with adviser platform
- Own chatbot personalization logic
- Own content personalization strategy
- Own content taxonomy and tagging
- Own customer micro segmentation infrastructure
- Own experimentation platform
- Own model CI CD pipeline
- Own real time serving infrastructure
- Run content personalization experiments
- Trigger retraining on drift
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Integration | AUC | Amazon SageMaker | Audit trails | B testing | Bias Testing | CI/CD | Champion Challenger | Circuit Breakers | Dashboards | Data Science | Drift Detection | Experimentation | Explainability | Fairness | Feature Engineering | Feature Store | Google Vertex | Google Vertex AI | KServe | Latency optimization | MLOps | MLflow | Machine Learning | Model Governance | Model Serving | Model Training | Multi-Armed Bandit | Precisión | Real Time | Real-time Streaming | Recall | Seldon | Statistical Power | Vertex AI
Education
N/A
Roles
AI | AI Product Lead | Lead | Machine Learning Product Owner | Product Lead | Product Owner
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