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Consultant – Data Science

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Consultant – Data Science

Job Category: Analytics
Job Location: Pune India
No. Of Positions: 3
Job Type: Full Time

Brief introduction:

If you are keen to work on analytical problem solving, then work in advance data analytics/sciences
to provide consulting to pharmaceutical clients.

Responsibilities:

  • Help build an automatic forecasting tool using AI/ML, deep learning, algorithms which caters
    to a wide variety of datasets (and suggest an expert selected forecast based on data quality
    and other forecasting needs)
  • Process automation using SQL/Python/Other available technologies/ETL Tools
  • Estimation of economic transformations of time varying covariates.
  • Experience with designing statistical experiments (DoE).
  • Responsible for modelling forecasting problems, discovering insights, and identifying
    opportunities using statistical, machine learning, algorithmic, data mining.
  • Applying statistical techniques such as linear regression, logistic regression, analysis of
    variance, cluster analysis, time series, principal components, factor analysis, ARIMA to
    solve business problems
  • Come up with Hybrid statistical models to suit various analytical needs
  • Hands on work experience with statistical machine learning and deep learning (e.g., CNN,
    RNN, LSTM)
  • Exploring and visualizing data to gain an understanding of it, then identifying
    differences in data distribution that could affect performance when deploying the
    model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Defining validation strategies
  • Defining the pre-processing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Interpreting and analysing both qualitative and quantitative data points; hypothesis building
    with Strong excel and PPT skills
  • Process automation using SQL/Python/Other available technologies/ETL Tools

Qualifications:

  • B.Sc or M.Sc in Mathematics, Statistics, Computer science/ Data Science.
  • Phd in Statistics
  • Minimum 4 years of pharma / life science consulting job experience
  • High motivation, good work ethic, maturity, and personal initiative
  • Strong oral and written communication skills
  • Strong excel and PowerPoint skills.
  • Adherence to client specific data privacy and compliance policies
  • Knowledge on various commonly used transactional data assets and others including
    Volumes/ Value, Rx, Specialty level, Longitudinal Patient level data assets

Other competencies:

  • Entrepreneurial orientation.
  • Excellent interpersonal and communication skills (written and verbal).
  • Innovative and collaborative behavior, team player.
  • Customer centricity and paying attention to details.

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