1 day old
2018-08-162018-09-15

Principal, Predictive Analytics Customer Valuation

AT&T
El Segundo, CA
  • Job Code
    1831875
Job Id:1831875
Job Title: Principal, Predictive Analytics Customer Valuation
Company: AT&T
Location: El Segundo, California
Category: IT/Engineering/Technology
Job Type: Full Time
Description

AT&T?s Mobility & Entertainment (M & E) Consumer Marketing & Analytics organization is committed to driving individual product excellence, while accelerating our multi-product household base.

You:

Already know what this will say, because Predictive Analytics is your thing!

You know the value of anticipating customer behavior ? will they stay, will they go, will they buy more ? is what enables a business to allocate resources efficiently, and creating a crystal ball to predict the future is what inspires you. More data is no problem here? millions of customer relationships across multiple products yields a data playground measured in terabytes, and you?ve got ?been there, done that? experience. You?re a technique chameleon, evolving your toolset and modeling approaches to wring out the last drops of performance possible to maximize your impact on the business. And your endgame is a suite of machine learning models that could do this work for you!

What you get to do:

Predict the next actions of every consumer doing business with AT&T!

From purchase to retention, from upsell to cross-sell, and for all spaces in between, you?ll get to build Predictive Models that anticipate outcomes. Beyond building laser-accurate models, you?ll be an advocate for your work by partnering with clients to convey the drivers influencing those outcomes, and the behaviors and characteristics of those likely to act ? or not. You?ll challenge the conventional approach of building a model and simply rescoring it each month, employing new machine learning techniques for real-time scoring and automated calibration.

As the successful candidate you will:

  • Build out customer-level models for Wireless, Broadband, and Video (and combinations of all types)
  • Identify key segments / clusters of customers who will act ? and those who won?t ? and learn what drives the difference? and how to create opportunities from these learnings
  • Work closely with pricing, marketing, credit & collections, finance, and retention to improve their ability to acquire, serve, and retain every customer household while maintaining profitability for our shareholders

You?ll report to the Director of Predictive Analytics and Customer Valuation for AT&T Mobility and Entertainment Group, and you?ll have the opportunity to grow your personal brand across several organizations as the expert on customer value.


Qualifications:
  • 10+ years in advanced analytics field
  • Experience in predictive modeling, with buy, churn, upsell, and cross-sell examples
  • Survival modeling experience will be a huge advantage
  • Techniques beyond Logistic regression (like XGBOOST) will set you apart
  • SAS can work, but R, Python, H2O are better examples of what we want
  • Ability to translate complex analysis into simplified actionable insights
  • Advanced degree in Analytics, Computational Science, Computer Science, Mathematics, or Technical MBA preferred

AT&T is an Affirmative Action/Equal Opportunity Employer, and we are committed to hiring a diverse and talented workforce.  EOE/AA/M/F/D/V       



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Principal, Predictive Analytics Customer Valuation

AT&T
El Segundo, CA

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