Senior Credit Data Scientist
Tasks
- Automate model training and scoring using PySpark
- Build machine learning predictive models
- Conduct statistical analysis for credit risk indicators
- Create dashboards for decision-making
- Deploy machine learning models with Docker and Kubernetes
- Develop credit scorecards and risk assessment models
- Identify new data sources and evaluate emerging technologies
- Mentor junior data scientists and present results
- Track and report machine learning model performance
Perks/Benefits
- Cell phone benefits
- Data benefits
- Fibre connection discounts
- Medical aid benefits
- Retirement benefits
- Risk benefits
- Staff discounts
Skills/Tech-stack
Apache Airflow | Apache Spark | Basel accords | D3.js | Decision Trees | Docker | Factor Analysis | Gradient boosting | H2O | Hadoop | K-Means | Kubernetes | Logistic Regression | MLOps | MLflow | Matplotlib | Model Validation | Multiple Regression | NoSQL | Plotly | PyTorch | Python | Qlik | Random Forest | SQL | Scikit-learn | Series forecasting | Stress Testing | Tableau | TensorFlow | Time Series | Time Series Forecasting
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Related jobs
-
Combinatorics | Computational statistics | Graph theory | MATLAB | NumPyFlexible schedule | Part-time freelance | Project based workSenior-level FreelanceSouth Africa - Remote R1d ago
-
Mid-level Full Time1 Enterprise Road, Fairland, Randburg, 2170, …1d ago
-
Data Scientist III ZAR 540K-660KData Practices | Data Visualization | Ethical Data Practices | Machine Learning | Model GovernanceChallenging working environment | Opportunities to innovate | Opportunities to network and collaborateSenior-level Full TimeFNB Building, 1 Enterprise Road, Fairland, …2d ago
-
Senior Data Scientist ZAR 504K-609KCausal Inference | Data Analysis | Data Pipelines | Databricks | Experiment designExtra leave | Free lunch and snacks | Learning platform access | Primary caregiver leave | Private medical insuranceSenior-level Full TimeSouth Africa8d ago
-
Junior Data Scientist ZAR 240K-300KData Analysis | Data Governance | Data Modeling | Machine Learning | Model ValidationEntry-level Full Time1 Enterprise Road, Fairland, Randburg, 2170, …9d ago
-
Senior Data Scientist ZAR 500K-600KCalculus | Data Visualization | Data Wrangling | Deep learning | Linear AlgebraSenior-level Full Time4 First Place, Cnr Simmonds & …9d ago
-
Data Scientist (Data Visualization Specialist) ZAR 420K-480KAgile | Batch Processing | D3.js | Data Architecture | Data ModelingMid-level Full TimeCape Town, Western Cape, South Africa9d ago
-
Application Scoring Specialist (Senior Data Scientist) ZAR 480K-675KAgile | Application Scoring | Credit Risk | Credit risk modeling | Data PreprocessingSenior-level Full TimeBank City, 47 Sauer Street, Johannesburg, …10d ago
-
Senior Data Scientist (Advanced Coding Focus) ZAR 660K-780KAWS | Algorithms | Azure | Cloud platform | Data StructuresSenior-level Full TimeAbsa Towers West, South Africa10d ago
-
Data Scientist ZAR 480K-609KCausal Inference | Data Analysis | Data Pipelines | Databricks | ExperimentationAnnual leave increases with service | Buy or sell leave | Free lunch and snacks | Learning budget | Paternity leaveSenior-level Full TimeSouth Africa14d ago
-
Data Scientist Mr Price Group ZAR 360K-420KApache Spark | Clustering | Data Analysis | Data Modeling | Data VisualizationNone Full TimeDurban, Kwazulu Natal, South Africa15d ago
-
Senior-level Full TimeCape Town; Paris; Dubai; Europe Remote R15d ago
-
Data Scientist ZAR 360K-420KData Ethics | Data Privacy | Data anonymization | Feature Engineering | ForecastingFlexible working hours | Fully remote | Monthly office visitMid-level Full TimeSouth Africa R1mo ago
-
Credit Risk | Credit risk modeling | Data extraction | Databricks | IFRS 9Senior-level Full TimeJohannesburg, South Africa1mo ago
-
Data Analysis | Data Visualization | Gradient Boosting Machines | Gradient boosting | Machine LearningSenior-level Full TimeJohannesburg, South Africa1mo ago
-
Senior-level Full TimeJohannesburg, South Africa1mo ago
-
AI | Algorithms | Complexity | Computability | Computer ArchitectureSenior-level Full TimeJohannesburg, South Africa1mo ago
-
Azure | CI/CD | Deep learning | Language Processing | Machine LearningSenior-level Full TimeJohannesburg, GP, South Africa1mo ago
-
BI reporting | Customer Segmentation | Data Analysis | KPI Reporting | Machine LearningMid-level Full TimeJohannesburg, South Africa1mo ago
-
Azure Machine Learning | Classification | Cloud platform | Clustering | Data AnalysisOn-site work | Permanent employment | Travel requiredSenior-level Full TimeJohannesburg, South Africa1mo ago
-
AWS | Data Analysis | Data Visualization | Data integration | Generative AIProductive home office workspace | Remote work | Stable internet connection requiredMid-level Full TimeCape Town, Western Cape, South Africa1mo ago
-
Artificial Intelligence | C# | C++ | Data Mining | Data WarehousingCross-functional team collaboration | Fun, fast-paced environmentSenior-level Full TimeJohannesburg, GP, South Africa1mo ago
-
Data Analysis | Data Modeling | Hypothesis Testing | Machine Learning | PythonMid-level Full TimeJohannesburg, GP, South Africa1mo ago
-
Mid-level Full TimeJohannesburg, GP, South Africa1mo ago
-
A/B | A/B Testing | API Integration | Adobe Analytics | Attribution ModelingMid-level Full TimeJohannesburg, GP, South Africa1mo ago