AZURE & Machine Learning experts
7 days ago
Role & responsibilities
1. Data Analysis and Model Development
- Conduct detailed audits of CRM, application, and enrolment datasets in Azure to assess data quality, completeness, and suitability for modelling.
- Design, develop, and implement machine learning models to forecast student numbers across multiple intakes, covering variations by course, mode, location, and student type.
- Apply advanced statistical and machine learning methods (e.g., ARIMA, Prophet, Gradient Boosting, Random Forest, LSTM) to maximise forecast accuracy, interpretability, and reliability.
- Validate, test, and refine models using recognised performance metrics such as RMSE, MAPE, and R to achieve required accuracy standards.
2. Integration and Automation
- Integrate forecasting models into existing Azure-based data pipelines, leveraging Azure Data Factory, Synapse, and Data Lake services.
- Automate model training and deployment cycles following MLOps and CI/CD best practices (using MLflow, DVC, GitHub Actions, and Azure DevOps).
- Embed model outputs within Power BI dashboards and other visualisation tools for business and academic users.
- Develop scalable and maintainable solutions to ensure forecasts can be efficiently retrained and updated.
3. Knowledge Transfer and Documentation
- Collaborate with university stakeholders through virtual workshops, progress meetings, and hands-on knowledge transfer sessions.
- Produce comprehensive technical documentation detailing data structures, model logic, retraining procedures, and maintenance guidelines.
- Deliver training sessions for internal staff to ensure sustainable in-house management of forecasting models post-deployment.
4. Communication and Collaboration
- Communicate technical concepts clearly and effectively to non-specialist audiences in fluent English.
- Collaborate across international time zones using Microsoft Teams, SharePoint, or equivalent collaboration platforms.
- Provide regular progress updates, insights, and reports on model performance, along with recommendations for continuous improvement
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Azure Machine Learning Expert
5 days ago
Pune, India eClerx Full timeRole:We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
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Azure Machine Learning Expert
5 days ago
Pune, India eClerx Full timeRole: We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
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Azure Machine Learning Expert
3 days ago
Pune, India eClerx Full timeRole:We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
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Azure Machine Learning Expert
6 days ago
Pune, India eClerx Full timeRole:We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
-
Azure Machine Learning Expert
6 days ago
Pune, India eClerx Full timeRole:We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
-
Azure Machine Learning Expert
6 days ago
Pune, India eClerx Full timeRole:We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
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Azure Machine Learning Expert
4 days ago
Pune, India eClerx Full timeRole: We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
-
Azure Machine Learning Expert
4 days ago
Pune, India eClerx Full timeRole: We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
-
Azure Machine Learning Expert
4 days ago
Pune, India eClerx Full timeRole:We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
-
Azure Machine Learning Expert
6 days ago
Pune, India eClerx Full timeRole: We are seeking an experienced Azure Machine Learning Specialist to lead the development and deployment of advanced predictive models that enhance the accuracy and reliability of student number forecasting. The role will involve building high-accuracy forecasting systems using Azure ML, integrating multiple data sources, and deploying models through...
