AVP, Credit Risk Data Scientist, Credit Risk Modelling
SGP-Head Office, Singapore
SGD 163K-240K (estimate) Executive-level Full Time
Tasks
- Analyze large datasets
- Backtest model performance
- Coordinate with model validators
- Define model parameters and configurations
- Develop machine learning credit risk models
- Develop predictive models
- Ensure model governance compliance
- Identify patterns and trends
- Maintain machine learning credit risk models
- Monitor model performance
- Report model performance
- Respond to auditors and regulators
- Support allowance assessment
- Support capital assessment
- Support credit decisioning
Perks/Benefits
- Community initiatives
- Flexible benefits
- Learning opportunities
- Professional development
- Wellbeing programs
Skills/Tech-stack
Backtesting | Big Data | Credit Risk | Credit Stress | Credit risk modeling | Credit scorecards | Credit stress testing | Data analytics | DevOps | Economic Capital | Expected Credit Loss | Git | Hadoop | Hive | Internal Ratings | Jenkins | Jira | Machine Learning | Model Governance | Predictive Modeling | PyTorch | Risk Management | Risk Modeling | Scikit-learn | Spark | Stress Testing | TensorFlow | Trino
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Senior Data Scientist (GrabFin) SGD 65K-65KAgent systems | CrewAI | Data Processing | Data pipeline | Deep learningBirthday leave | Employee assistance programme | GrabFlex benefits | Medical insurance | Parental leaveEntry-level Full TimeSingapore, Singapore10h ago
-
AWS CloudWatch | AWS CodePipeline | AWS IAM | Agent to Agent | Amazon BedrockExecutive-level Full TimeSGP-Head Office, Singapore19h ago
-
IBP Supply Planning Data Scientist SGD 149K-178KAWS | Azure | Data Quality | Data Visualization | ForecastingSenior-level Full TimeSingapore-Yishun1d ago
-
AVP/VP, Data Scientist, Investment Insights Group SGD 130K-210KData Management | Data access | Deep learning | Functional Programming | Hypothesis TestingFlexibility to work from home | In person collaboration four days per weekExecutive-level Full TimeSingapore, SG R1d ago
-
Forward Deployed AI Scientist (For 2027 intake) SGD 72K-88KArtificial Intelligence | Data analytics | Generative AI | LLMs | Machine LearningTravel opportunitiesEntry-level Full TimeSingapore, Singapore2d ago
-
Campus AI/ML Researcher SGD 100K-101KC++ | Data Mining | Deep learning | JAX | Machine LearningInternational student support | Open ended research opportunities | Training providedEntry-level Full TimeShanghai; Singapore; Hong Kong2d ago
-
Data Analysis | Healthcare Data | Machine Learning | Predictive Modeling | PythonSenior-level Full TimeSingapore3d ago
-
Lead Data Scientist - Data Payments SGD 160K-240KA/B | A/B Testing | B testing | CTR | Collaborative FilteringSenior-level Full TimeSingapore3d ago
-
Senior Data Scientist SGD 181K-191KCausal Inference | ETL | Generative AI | Machine Learning | PythonQuarterly in person surges | Remote-firstSenior-level Full TimeRemote - Singapore R4d ago
-
AWS | Agile | Artificial Intelligence | Azure | Cloud platformSenior-level Full TimeSingapore, Singapore5d ago
-
#EG Data Scientist SGD 149K-199KARIMA | Causal Inference | Classification | Clustering | Cross-validationSenior-level Full TimeSingapore, Singapore5d ago
-
Senior Data Scientist SGD 150K-210KAlerting | Cloud Computing | Dashboards | Data Architecture | Data EngineeringFlexible benefits | Hybrid work arrangement | Insurance coverage | International career development | Training and developmentSenior-level Full TimeSingapore, Singapore R5d ago
-
Senior Data Scientist SGD 180K-240KAgentic AI | Agile | Azure DevOps | Azure Machine Learning | Data QualitySenior-level Full TimeSingapore DUO Tower6d ago
-
C++ | Computer Vision | Data Mining | Deep learning | Knowledge DistillationEntry-level Full TimeSingapore, Singapore7d ago
-
Data Analyst - Global Payment - Singapore SGD 138K-207KA/B | A/B Testing | B testing | Data Analysis | Data MiningMid-level Full TimeSingapore, Singapore7d ago
-
Adaptive Frame Rate | Algorithms | Audio Processing | C++ | Computer VisionSenior-level Full TimeSingapore, Singapore7d ago
-
Technical Expert - Large Language Model SGD 72K-144KAlgorithms | C++ | Data Structures | Deep learning | Information RetrievalSenior-level Full TimeSingapore, Singapore7d ago
-
AWS | Anomaly Detection | Azure | Classification | ClusteringSenior-level Full TimeSingapore, Singapore7d ago
-
C++ | Cloud Native | Deep learning | Distributed Storage | Distributed SystemsEntry-level Full TimeSingapore, Singapore7d ago
-
AWS | Accuracy | Apache Flink | Azure | BERTEntry-level Full TimeSingapore, Singapore7d ago
-
AWS | Analytics engineering | Anomaly Detection | Azure | Cloud ComputingKnowledge sharing | Self service analytics enablement | Training sessionsEntry-level Full TimeSingapore, Singapore7d ago
-
Anomaly Detection | Clustering | LightGBM | Metabase | PandasEntry-level Full TimeSingapore7d ago
-
Data Visualization | Demand Supply Matching | Forecasting | Inventory Management | Language ProcessingInternship learning program | Mentorship | Project based trainingEntry-level InternshipSingapore7d ago
-
Senior Analyst-Data Science SGD 149K-220KAlgorithm Optimization | Data Processing | Deep learning | Generative AI | Language ModelsSenior-level Full TimeSingapore, Singapore8d ago
-
Data Scientist SGD 70K-133KAWS | Agent systems | Agentic AI | Anomaly Detection | CSSCertification support | Flexible work arrangement | Health and wellness initiatives | Learning programs | Medical insuranceMid-level Full TimeSingapore, Singapore, Singapore8d ago