Data Scientist 2 - Marketing Analytics

Profile

Description

The Analytics and Reporting Marketing team is a part of Humana's Marketing Organization, supporting marketing initiatives with actionable data and insights across the full consumer lifecycle. We are looking for a Data Scientist who can define business requirements and the KPIs in measuring the effectiveness of targeted marketing campaigns and uncover deep insights about consumers to help us engage members and improve their health.

Responsibilities

We are seeking energetic data scientists to join our team in the role of Data Scientist 2, Marketing Data and Analytics that will support various marketing lines of businesses such as Pharmacy, Enterprise Clinical Operating Model (ECOM) as well as Clinical Product Organization (CPO).

The Data Scientist 2 will work side-by-side with marketing strategy and business partners to establish realistic business goals for our messaging campaigns, develop data-driven strategies to meet those objectives, and measure success so we can continuously improve our efforts.

The ideal candidate will have 0-3 years of experience leveraging analytics and statistical modeling to inform business decisions, and will have experience measuring outcomes to drive customer engagement.

Data Scientist 2 responsibilities include but not limited to:

Works with internal and external stakeholders to identify opportunities for leveraging data to drive business insights for our marketing partners.

Demonstrates strong problem solving skills with an emphasis on marketing campaign support

Mines, cleans and analyzes data from company databases and external data sources to build prediction of marketing goals, report on campaign performance over time by each channel.

Develop custom machine learning models such as segmentation, multi touch attribution, churn models etc.

Use predictive modeling to bring insights into Humana member experiences utilizing Regression, Random Forest, XG Boost models, clustering, text mining for revenue generation, and other business outcomes.

Conduct a power analysis, do hypothesis testing, develop marketing A/B test design, support implementation of the tests and present the statistical findings of the test to our business partners.

Develop processes and tools to monitor and analyze model performance and data accuracy.

Coordinate with different functional teams to implement models and monitor outcomes.

Required Qualifications

Bachelor's Degree and 3 or more years of data analytics experience or Master's Degree with 0-3 years data analytics experience

Knowledge of SQL, SAS, R and/or Python

Experience in analyzing structured and unstructured data sets for business insights

Experience in creating dashboards, projections, models, and presentations to support business

Experience in using mathematics, statistics, modeling, business analysis, and technology to transform high volumes of complex data into advanced analytic solutions

Capable of making decisions regarding own work methods, occasionally in ambiguous situations

Must be passionate about contributing to an organization focused on continuously improving consumer experiences

Preferred Qualifications

PowerBI visualization

Experience working with online datasets such as Acoustic (Coremetrics), Adobe Analytics

Scheduled Weekly Hours

40

Company info

Humana Inc.
Website : http://www.humana.com