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Giggso - Senior Data Scientist - Machine Learning/Statistical Modeling
Giggso - Senior Data Scientist - Machine Learning/Statistical ModelingGiggso • Chennai
Giggso - Senior Data Scientist - Machine Learning / Statistical Modeling

Giggso - Senior Data Scientist - Machine Learning / Statistical Modeling

Giggso • Chennai
9 days ago
Job description

Description :

  • Hands-on developer in building models in complex data environments with unambiguous requirements and enjoys data.
  • Advance causal inference techniques to improve outage predictions measurement, including uplift modeling, propensity scoring, and Bayesian methods.
  • Develop forecasting models to predict outages performance, resource allocation impacts, and long-term customer impacts for operations teams.
  • Enhance ad testing methodologies, including A / B testing, synthetic control experiments, and incrementally testing, to measure efficiency accurately.
  • Optimize operational team decisioning, using reinforcement learning, Bayesian optimization, and econometric modeling.
  • Work closely with data engineers to scale and automate model deployment, integrating ML solutions into production environments.

Required Qualifications :

  • Bachelor's Degree Quantitative Field (math, statistics, economics, computer science, physics, engineering, etc.) (Required)
  • Master's / Advanced Degree Quantitative Field (math, statistics, economics, computer science, physics, engineering) (Preferred)
  • Proven experience in Fault Prediction models, with a focus on attribution modeling, causal inference, and model mix optimization.
  • Strong background in machine learning, fault metrics, and statistical modeling RAN applications.
  • Expertise in Python, SQL, and cloud platforms (Azure, Snowflake, Databricks) for scalable modeling and data processing.
  • Experience with experimental design and incrementality testing in telecom RAN networking subject areas.
  • Ability to communicate complex data science concepts to both technical and non-technical stakeholders, influencing business decisions
  • Work Hours :

  • 06 : 00PM To 02 : 00 AM IST
  • (ref : hirist.tech)

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