Job descriptions:

1. Predictive Modeling: Design, develop, and optimize predictive models for demand forecasting, risk assessment, and market trend analysis.
2. Data Analysis: Collect, clean, and analyze data from various sources to extract actionable insights for prediction and decision-making.
3. Optimization Algorithms: Develop and apply optimization algorithms to improve resource allocation, process efficiency, and cost-effectiveness.
4. Model Evaluation: Assess the accuracy and performance of models to ensure the reliability of predictions and optimization outcomes.
5. Cross-Department Collaboration: Work with data science, engineering, and business analysis teams to understand business needs and apply AI solutions to real-world scenarios.
6. Technical Documentation: Prepare technical documents and reports to clearly articulate model development, algorithm selection, and results analysis.
7. Continuous Improvement: Stay updated on industry trends and emerging technologies to continually enhance existing models and algorithms for better prediction and optimization.