Senior Data Scientist (Azure Data Engineering & MLOps)
Cape Town, Western Cape, South Africa
ZAR 900K-1200K (estimate) Senior-level Contract Full Time
Tasks
- Automate model training testing deployment monitoring
- Build CI CD processes for ML
- Build data pipelines batch and real-time ingestion
- Conduct experiments and model validation
- Create data models for analytics and machine learning
- Create reproducible ML environments
- Design scalable Azure data platforms
- Develop ETL/ELT solutions
- Develop predictive and prescriptive models
- Ensure data quality reliability governance performance
- Establish model governance and versioning
- Evaluate and improve machine learning models
- Execute feature engineering
- Implement machine learning deployment frameworks
- Implement model observability and performance monitoring
- Perform exploratory data analysis
- Support transition from proof-of-concept to production
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Azure Data | Azure Data Factory | Azure Data Lake | Azure Data Lake Storage | Azure Databricks | Azure Event | Azure Event Hubs | Azure Functions | Azure Machine Learning | Azure Synapse | Azure Synapse Analytics | CI/CD | Data Factory | Data Governance | Data Lake Storage | Data Modeling | Data Quality | Data Warehousing | ELT | ETL | Event Hubs | Experimentation | Feature Engineering | Git | Learning operations | Machine Learning | Machine Learning Operations | Model Monitoring | PyTorch | Python | SQL | Scikit-learn | Statistical Analysis | Supervised Learning | Synapse Analytics | TensorFlow | Unsupervised Learning
Education
Bachelor of Engineering | Bachelor of Science | Bachelor's Degree
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