Data Scientist
Tasks
- Build predictive models
- Clean data
- Collect data
- Compute performance metrics
- Conduct proof of concept
- Convert predictive models to prescriptive analytics
- Curate datasets
- Deliver analytics projects end to end
- Deploy machine learning solutions
- Design data pipelines
- Develop analytical models
- Document data preprocessing
- Evaluate machine learning models
- Explore machine learning methods
- Implement data governance
- Integrate data
- Maintain machine learning models
- Monitor machine learning models
- Preprocess data
- Present insights to stakeholders
- Reduce dimensionality
- Report model performance
- Transform data
- Translate business needs into analytical problems
Perks/Benefits
Skills/Tech-stack
Clustering | Data Cleansing | Data Governance | Data Modeling | Data Preprocessing | Data Wrangling | Factor Analysis | Feature Engineering | Language Models | Language Processing | Large Language Models | Linear Regression | Machine Learning | Model Monitoring | Natural Language | Natural Language Processing | Python | SQL | Tree-based Models
Education
Roles
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