Director, Merchant Risk Data Science
Dublin, Ireland, IE, D01 K840
EUR 85K-110K (estimate) Executive-level Full Time
Tasks
- Adopt modern modelling techniques
- Define feature stores and pipelines
- Deploy AI/ML models
- Design AI/ML models
- Develop features representations
- Ensure explainable models
- Ensure model governance and risk controls
- Ensure real time model delivery
- Ensure scalable models
- Influence architecture and tooling
- Iterate model improvements
- Lead adoption of Transformers sequence models
- Lead autoencoders anomaly detection
- Lead graph network modelling
- Lead representation learning embeddings
- Lead semi supervised learning
- Lead weakly supervised learning
- Monitor models in production
- Own model lifecycle
- Partner with MLOps and Data Engineering
- Prototype AI/ML models
- Provide technical authority for AI in risk
- Set data requirements for advanced models
- Validate model performance
Perks/Benefits
- Buy/sell holiday
- Charity days
- Dental insurance
- Discounts on gym and leisure
- Flexible working hours
- Free breakfast
- Fresh fruit and snacks
- Income protection
- Life assurance
- Paid family policies
- Private health insurance
- Social events
- Summer hours with early finish
- Wellbeing room
Skills/Tech-stack
AWS SageMaker | Anomaly Detection | Autoencoders | Data Pipelines | Deep learning | Embeddings | Feature Engineering | Feature Stores | Fraud Detection | Graph Neural Networks | LSTM | MLOps | Machine Learning | Model Explainability | Model Monitoring | Neural Networks | Python | Representation Learning | Semi-Supervised Learning | Semi-supervised | Sequence Modeling | Supervised Learning | Transformers | Weakly-Supervised Learning
Education
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