Advanced Business Intelligence Specialist
6 days ago
Job Overview
We are seeking a highly experienced Data Scientist to join our forecasting team. As a key member of our team, you will be responsible for developing and implementing advanced data science methods and tools to drive business growth.
The ideal candidate will have a strong background in data science, machine learning, and statistical modeling. You will work closely with cross-functional teams to identify business opportunities and develop predictive models to address them.
Key Responsibilities:
- Develop and implement advanced data science methods and tools
- Work closely with cross-functional teams to identify business opportunities
- Develop predictive models to address business opportunities
Required Skills and Qualifications:
- Deep knowledge of data science methods and tools, including simulation model building principles, machine learning, and best practices
- Point forecasting and probabilistic forecasting
- Agent-based simulation model using Anylogic (good to have)
- Any type of simulation model experience (good to have)
- Statistical forecasting: ARIMA, THETA, Exponential Smoothing
- ML-based forecasting: GBM, LightGBM, XGBoost, Linear Regression
- DL-based forecasting: DeepAR, NBEATS, LSTM, RNN
- Hierarchical forecasting
- Cross-validation: Rolling-window, Expanding-window, K-fold, Hold-out
Benefits of the Role:
- Opportunity to work on high-impact projects
- Collaborative and dynamic work environment
- Professional development and growth opportunities
Additional Information:
- MLOps and exposure to LLM or GPT are good to have skills
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