Data Scientist

2 days ago

Bengaluru Hyderabad, India Sop Technology Services Full time US$ 1,00,000 - US$ 1,50,000 per year

Data Scientists Responsibilities:

  • The data scientists will be responsible for modeling complex problems, discovering insights and identifying opportunities through the use of statistical, machine learning, algorithmic, data mining and visualization techniques.

  • They are also responsible for moving the models to production environment and automate with appropriate drift monitoring and model improvement process.

  • They will need to collaborate effectively with internal stakeholders and cross-functional teams to understand requirements, solve problems, create operational efficiencies, and deliver successfully against high organizational standards.

  • The candidates should be able to apply a breadth of tools, data sources and analytical techniques to answer a wide range of high-impact business questions and present the insights in concise and effective manner.

  • The candidates should be an effective communicator capable of independently driving issues to resolution, communicating insights to non-technical audiences and documenting the artifacts. This is a high impact role with goals that directly impacts the bottom line of the business.

Data Scientists:

  • Development of accurate and reliable workforceforecasting models.
  • Automate training and forecasting by deploying data and model pipelines on AWS cloud infrastructure with drift monitoring with emphasis on accuracy and speed
  • Building Project launch impact estimates modelusing tools such as of analytics, time series, probability and deep learning.
  • Reduce MAPE (forecasting accuracy) acrossdifferent risk functions.
  • Automate data ingestion for Project inputs from Excel to forecasting models
  • Improved data quality through rigorous cleaning and transformation processes and automating them.
  • Clear documentation of the code and artifacts.
  • Actionable insights derived from data analysis to support strategic decisions.
  • Experiment with latest forecasting algorithms & processes to optimize existing modeling infrastructure.

Qualifications Needed

Data Scientists:

  • 5+ years of data scientist experience, preferably with Forecasting systems & Operational Research
  • 3+ years of data querying languages (e.g. SQL) and scripting languages (e.g. Python) experience
  • 3+ years of machine learning/statistical modeling data analysis tools and techniques, and parameters that affect their performance experience
  • Experience applying theoretical models in an applied environment
  • Understanding of demand forecasting & impact on operational capacity planning

Knowledge of time series models and deep learning for time series are an asset

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