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
-
Mid-level Full TimeSandton12h ago
-
Data Scientist ZAR 360K-420KA/B | A/B Testing | Agnostic Cloud Deployment | Alerting | Amazon Web ServicesEntry-level Full TimeJohannesburg, ZA, 20001d ago
-
C# | Combinatorics | Graph theory | MATLAB | NumPyProject-based freelanceSenior-level FreelanceSouth Africa - Remote R2d ago
-
Senior Data Scientist ZAR 500K-600KCalculus | Data Governance | Data Visualization | Data Wrangling | Deep learningSenior-level Full Time4 First Place, Cnr Simmonds & …3d ago
-
C# | MATLAB | NumPy | Pandas | PythonPart-time project workSenior-level Full TimeSouth Africa - Remote R10d 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 R10d ago
-
Senior-level ContractJohannesburg, South Africa10d ago
-
Senior-level ContractJohannesburg, South Africa10d ago
-
Credit Risk | Credit risk modeling | Data extraction | Databricks | IFRS 9Senior-level Full TimeJohannesburg, South Africa14d ago
-
Data Analysis | Data Visualization | Gradient Boosting Machines | Gradient boosting | Machine LearningSenior-level Full TimeJohannesburg, South Africa14d ago
-
Senior-level Full TimeJohannesburg, South Africa14d ago
-
AI | Algorithms | Complexity | Computability | Computer ArchitectureSenior-level Full TimeJohannesburg, South Africa14d ago
-
Azure | CI/CD | Deep learning | Language Processing | Machine LearningSenior-level Full TimeJohannesburg, GP, South Africa14d ago
-
BI reporting | Customer Segmentation | Data Analysis | KPI Reporting | Machine LearningMid-level Full TimeJohannesburg, South Africa14d ago
-
Azure Machine Learning | Classification | Cloud platform | Clustering | Data AnalysisOn-site work | Permanent employment | Travel requiredSenior-level Full TimeJohannesburg, South Africa14d 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 Africa14d ago
-
Artificial Intelligence | C# | C++ | Data Mining | Data WarehousingCross-functional team collaboration | Fun, fast-paced environmentSenior-level Full TimeJohannesburg, GP, South Africa14d ago
-
Data Analysis | Data Modeling | Hypothesis Testing | Machine Learning | PythonMid-level Full TimeJohannesburg, GP, South Africa14d ago
-
Mid-level Full TimeJohannesburg, GP, South Africa14d ago
-
A/B | A/B Testing | API Integration | Adobe Analytics | Attribution ModelingMid-level Full TimeJohannesburg, GP, South Africa14d ago
-
Custom Analytics Associate ZAR 420K-600KAutomation | Communication | Data Analysis | Data Modeling | Data VisualizationCareer development | Collaborative environment | Global exposure | Training programsEntry-level Full TimeJohannesburg, GT, ZA, 214624d ago
-
Senior-level Full TimeJohannesburg, South Africa28d ago
-
(1557) Data Science Graduate Development Programme ZAR 240K-300KData Science | Machine Learning | Mathematics | Predictive Analytics | PythonFinancial sector experience | Training opportunitiesEntry-level Full TimePretoria, South Africa29d ago
-
Python / ML Developer - Remote (EST Hours) ZAR 660K-780KAPIs | Data Analysis | Data Pipelines | Data Visualization | JSONFlexible hours | Remote workSenior-level Full TimeSouth Africa - Remote R29d ago
-
AWS | Data Analysis | EC2 | Feature Engineering | GlueFlexible work arrangement | Impactful AI projectsMid-level ContractJohannesburg, South Africa1mo ago