Visionary Analytics Leader

2 weeks ago


Surat, Gujarat, India beBeeForecasting Full time ₹ 15,00,000 - ₹ 25,00,000
Job Title: Forecasting Expert

A highly skilled professional is required to work on forecasting projects with a strong focus on pharma.

  • 5-9 years of experience as a Data Scientist in industry
  • Deep and broad knowledge of data science methods and tools including simulation model building principles, machine learning, and best practices
Key Skills:
  • Simulation model building principles
  • Machine learning
  • Point forecasting and probabilistic forecasting
  • Agent-based simulation model using Anylogic
  • Any type of simulation model experience
  • 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
  • MLOps
Deliverables:
  1. Accurate point forecasts for key performance indicators (KPIs)
  2. Probabilistic forecasts for medium-term planning and risk management
  3. Advanced analytics and insights to support business decisions
Responsibilities:
  • Collaborate with cross-functional teams to understand business needs and requirements
  • Develop and maintain robust forecasting models and processes
  • Provide data-driven insights and recommendations to drive business growth
Requirements:
  • Strong background in data science and machine learning
  • Experience with simulation model building principles and tools
  • Excellent analytical and problem-solving skills
  • Effective communication and collaboration skills


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