Stimulation Expert

1 hour ago

Greater Bengaluru Area, IN ACL Digital Full time

ACL Digital is Hiring for Below Position.


Stimulation Expert - Data Scientist


Experience: 6 years to 10 Years

Work Mode: Hybrid (3 days office)

Location: Bangalore

Mandatory Skills: Simulation expert along with forecasting experience, Simulation is primary for this role along with Data Scientist, Machine Learning. Anylogic tool preferred


Key Responsibilities:

  • Apply advanced forecasting methodologies to estimate sales and revenue for newly launched and pipeline pharmaceutical products (Demand Forecasting good to have skills).
  • Incorporate financial modelling and corporate finance principles into forecasting frameworks to support long-term strategic planning.
  • Develop robust, data-driven models that incorporate market dynamics, patient behavior, and competitive intelligence to generate accurate and actionable forecasts.
  • Collaborate cross-functionally with marketing, commercial, and research teams to ensure alignment of forecasts with strategic objectives and product positioning.
  • Leverage statistical, machine learning, and deep learning techniques to uncover insights that inform launch strategies and optimize product performance.
  • Partner with key business stakeholders to identify, scope, and execute predictive analytics initiatives that address critical business needs and deliver measurable value.
  • Maintain a strong understanding of the pharmaceutical landscape?from financial operations to commercialization?to provide objective, data-driven input into strategic decisions.
  • Collaborate within the analytics team, openly sharing knowledge and seeking feedback to enhance the quality and impact of analytical deliverables.
  • Stay current with emerging techniques and tools in predictive analytics, ensuring methodological rigor and adaptability in approach.
  • Work comfortably with varied data sources and types, ensuring seamless integration and analysis across structured and unstructured datasets.


Basic Qualifications (Must have):

  • Masters or Bachelor in Statistics, Economics, Data Sciences, Engineering, or quantitative related field.
  • Minimum of 5 years of working 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:
  • Point Forecasting and Probabilistic Forecasting.
  • Agent-based Simulation Model using Anylogic.
  • 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
  • MLOps is also good to have skills.
  • Exposure to LLM or GPT good to have skills.


Additional Information:

  • Strong in Python and SQL, R & Java is a good to have
  • Strong communication skills
  • Bring Analytics to life by giving it zeal and making it applicable to our business.
  • Know, learn, and keep up-to-date on the analytical, computational and scientific advances to maximize your impact.
  • Bring an insatiable desire to learn, to innovate, and to challenge yourself for the benefit of patients.

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