Lead Data Scientist - WAH Or Any Humana Office

Humana Inc. Green Bay , WI 54302

Posted 2 months ago

Description

The Lead Data Scientist uses mathematics, statistics, modeling, business analysis, and technology to transform high volumes of complex data into advanced analytic solutions. The Lead Data Scientist works on problems of diverse scope and complexity ranging from moderate to substantial.

Responsibilities

The Lead Data Scientist develops, maintains, and collects structured and unstructured data sets for analysis and reporting. Creates reports, projections, models, and presentations to support business strategy and tactics. Advises executives to develop functional strategies (often segment specific) on matters of significance. Exercises independent judgment and decision making on complex issues regarding job duties and related tasks, and works under minimal supervision, Uses independent judgment requiring analysis of variable factors and determining the best course of action.

Required Qualifications:

  • Master's Degree in a quantitative, informatics, mathematics or analytics domain

  • Demonstrated success in a commercial environment with building predictive models, including usage of best practices for evaluating models

  • In addition to traditional learning methods such as generalized linear models, has some experience building models using boosting, random forests, deep learning, or other modern machine learning methods

  • Extensive experience using either R or Python to build and analyze predictive models

  • Experience analyzing datasets with many attributes and many observations

  • Experience implementing models in a production context for systems or users to respond to

  • Experience understanding the business purposes, context, and constraints for a modeling projects, and delivering a successful result

  • Experience communicating results to stakeholders, management, and others

  • Has demonstrated an ability to come up with innovative ideas and bring them to fruition

Preferred Qualifications

  • PhD in a quantitative, informatics, mathematics or analytics domain

  • Experience using both R and Python to solve business problems

  • Experience using SAS to build predictive models

  • Experience building or implementing models using Spark and/or Hadoop

  • Experience working with medical or pharmacy claims data, electronic medical record data, or other health data

  • Experience predicting high-variance, continuous dependent variables such as claim cost

Scheduled Weekly Hours
40


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Lead Data Scientist - WAH Or Any Humana Office

Humana Inc.