Job Responsibilities
- Individuals will be responsible for leveraging their expertise in data analysis, statistical modeling, and machine learning to extract valuable insights from data
- Conduct in-depth data analysis to identify trends, patterns and anomalies in large datasets using tools like Python, SQL.
- Develop solutions using Machine Learning and Generative AI
- Develop and apply statistical models to gain insights and make predictions based on historical data.
- Build, train and deploy machine learning models for various applications, such as predictive modeling, customer segmentation, demand/sales forecasting, predictive maintenance etc.
- Assess model performance, iterate on models and fine-tune hyperparameters to optimize predictive accuracy and generalization.
- Deploy machine learning models into production systems and make necessary updates or improvements.
- Ensure data privacy and compliance with relevant regulations
- Documentation of analytical methods, data pipelines, and model workflows
Key skills you will require:
Primary Skills
- Conduct in-depth data analysis to identify trends, patterns and anomalies in large datasets using tools like Python, SQL.
- Develop solutions using Machine Learning and Generative AI
- Develop and apply statistical models to gain insights and make predictions based on historical data.
- Build, train and deploy machine learning models for various applications, such as predictive modeling, customer segmentation, demand/sales forecasting, predictive maintenance etc.
- Assess model performance, iterate on models and fine-tune hyperparameters to optimize predictive accuracy and generalization.
- Deploy machine learning models into production systems and make necessary updates or improvements.
- Ensure data privacy and compliance with relevant regulations
- Documentation of analytical methods, data pipelines, and model workflows