Senior Manager - Data Analytics
Roodepoort, Gauteng, South Africa
ZAR 480K-650K (estimate) Senior-level Full Time
Tasks
- Build analytics capability for operations teams
- Collaborate with subject matter experts on data mining projects
- Design and roll out analytics toolsets
- Design data collection integration and retention requirements
- Detect patterns across large datasets
- Develop hypothesis testing and statistical validation content
- Lead analytics architecture and development
- Model business problems for descriptive predictive and prescriptive analytics
- Optimize third party machine learning models
- Perform statistical analysis quantitative analytics and forecasting
- Prepare training and test datasets
- Present findings and assumptions to business stakeholders
- Use experimental iterative approach to validate findings
- Validate data validity and information meaningfulness
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Hive | Apache Pig | Cassandra | Data Mining | Data Visualization | Data analytics | Decision Tree | Experimental Design | Forecasting | Geo Location Data | Geo-location | HBase | Hypothesis Testing | K-Nearest Neighbors | K-nearest | Location Data | Machine Learning | MongoDB | Multivariate Testing | Naïve Bayes | Nearest neighbors | NoSQL | Optimization Algorithms | Power BI | Predictive Analytics | Prescriptive Analytics | Python | R | Random Forest | SAS | SPSS | SQL | Semi-structured | Semi-structured Data | Statistical Analysis | Structured data | Support Vector Machines | Tableau | Unstructured Data | Vector machines
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Analytics Manager | Architect | Data Analytics | Data Analytics Manager | Data Architect | Data Scientist | Manager | Scientist | Senior Manager
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