Job Description
Job Description
Insight Global is seeking a Data Scientist for one of our largest telecom customers to support a pricing modeling initiative, owning the end-to-end analytics workflow from problem framing through stakeholder-ready recommendations. In this role, you will work with large, messy, real-world datasets and independently transform them into reliable modeling inputs, keeping analysis anchored to core business questions—such as estimating how price changes impact volume demand while accounting for real-world constraints like product availability. You will build, calibrate, and validate advanced statistical and econometric models—including constrained hierarchical GLMs and Bayesian hierarchical models with weighted partial pooling, as well as constrained random coefficient approaches—to generate robust price and elasticity insights. The work is performed at scale in cloud environments (e.g., Databricks), with an emphasis on reproducibility, documentation, and collaboration thr...
Insight Global is seeking a Data Scientist for one of our largest telecom customers to support a pricing modeling initiative, owning the end-to-end analytics workflow from problem framing through stakeholder-ready recommendations. In this role, you will work with large, messy, real-world datasets and independently transform them into reliable modeling inputs, keeping analysis anchored to core business questions—such as estimating how price changes impact volume demand while accounting for real-world constraints like product availability. You will build, calibrate, and validate advanced statistical and econometric models—including constrained hierarchical GLMs and Bayesian hierarchical models with weighted partial pooling, as well as constrained random coefficient approaches—to generate robust price and elasticity insights. The work is performed at scale in cloud environments (e.g., Databricks), with an emphasis on reproducibility, documentation, and collaboration thr...
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