About this job
Description
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.
Responsibilities
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:
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Works with internal and external stakeholders to identify opportunities for leveraging data to drive business insights for our marketing partners.
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Demonstrates strong problem solving skills with an emphasis on marketing campaign support
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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.
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Develop custom machine learning models such as segmentation, multi touch attribution, churn models etc.
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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.
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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.
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Develop processes and tools to monitor and analyze model performance and data accuracy.
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Coordinate with different functional teams to implement models and monitor outcomes.
Required Qualifications
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Bachelor's Degree and 3 or more years of data analytics experience or Master’s Degree with 0-3 years data analytics experience
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Knowledge of SQL, SAS, R and/or Python
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Experience in analyzing structured and unstructured data sets for business insights
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Experience in creating dashboards, projections, models, and presentations to support business
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Experience in using mathematics, statistics, modeling, business analysis, and technology to transform high volumes of complex data into advanced analytic solutions
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Capable of making decisions regarding own work methods, occasionally in ambiguous situations
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Must have accessibility to high speed DSL or cable modem for a home office (satellite internet service is NOT allowed for this role); and a minimum internet connection speed of 10M x 1M
Preferred Qualifications
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PowerBI visualization
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Experience working with online datasets such as Acoustic (Coremetrics), Adobe Analytics
Scheduled Weekly Hours
40
Humana is at the nexus of the innovation taking place within healthcare. Broadly speaking, we are one of the most active participants in the sector. This is an exciting company headquartered in a city with an excellent quality of life!
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Inbound Contact Representative
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