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Data Scientist, Risk Analytics - John Deere

John Deere


Location:
Johnston, Iowa
Date:
06/22/2017
2017-06-222017-08-21
Categories:
  • Data Scientist
  • Data Analytics
  • Statistician
John Deere
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Job Details

There are 7 billion people on this planet. And by 2050, there will be 2 billion more... many moving into urban centers at an unprecedented rate. Making sure there is enough food, fiber and infrastructure for our rapidly growing world is what we’re all about at John Deere. And it’s why we’re investing in our people and our technology like never before in our 175-year history. Here the world’s brightest minds are tackling the world’s biggest challenges. If you believe one person can make the world a better place, we’ll put you to work. RIGHT NOW.

 

Primary Location: United States (US) - Iowa (US-IA) - Johnston

Function: Data Science & Analytics

Title: Data Scientist, Risk Analytics - 28563

 

Your Responsibilities

As a Data Scientist for John Deere Financial, you will develop, implement, and manage the credit scoring, auto-decision processes, and other risk assessment tools used for North America Ag Installment & Lease portfolios to help manage portfolio risk and drive efficiency through automated credit decisions. You will specifically redevelop the Ag consumer application scoring model and develop a new Ag commercial application scoring model to enhance the assessment of application quality. In addition, you will:

  • Develop a new loss given default model for Ag to facilitate more granular scoring and credit decision capabilities than currently achievable through our probability of default models
  • Own risk management responsibilities for the US Ag Installment and Lease portfolios including monitoring, analyzing and presenting key portfolio trends and risks to Senior Management
  • Proactively identify and implement new analytical tools and data visualizations to enhance the assessment of portfolio risk with specific focus on the Ag Lease portfolio
  • Proactively identify and pursue projects to utilize analytics to create operational efficiencies, maximize profits and manage risk including proactive assessment of automated decision strategies for areas to grow efficiency while appropriately managing risk
  • Act as the analytics lead on large-scale cross-functional projects
  • Stay abreast of developments in the credit risk management industry as well as the Ag industry and incorporate into analysis as appropriate
  • Provide technical support, training, and counsel to employees; including sharing technical knowledge of tools such as SAS and R and offering assistance/collaboration on technical projects such as scorecard model development. 

US visa sponsorship is not available for this role.

Requirements

What Skills You Need

  • 4+ years of related experience in data analytics, data mining, and statistical modeling
  • Strong combination of theoretical knowledge and hands-on experience in statistical techniques, including development of predictive models
  • Experience applying advanced data gathering and analysis techniques, including statistical analysis, to drive business solutions
  • Experience with project management; leading large cross-functional projects
  • Experience mining, cleansing, and analyzing data sets from source systems using programs such as SAS and/or R

     

What Makes You Stand Out

  • Experience creating credit scoring models including probability of default and loss given default models
  • Knowledge of consumer and commercial bureau data

     

Education (or Equivalent Experience)

  • Bachelor's or Master's (preferred) degree in Math, Actuarial Sciences, Statistics or other quantitative discipline

     

What You'll Get

At John Deere, you are empowered to create a career that will take you to where you want to go. Here, you'll enjoy the freedom to explore new projects, the support to think outside the box and the advanced tools and technology that foster innovation and achievement. We offer comprehensive relocation and reward packages to help you get started on your new career path. Click here to find out more about our Total Rewards Package.

The information contained herein is not intended to be an exhaustive list of all responsibilities and qualifications required of individuals performing the job. The qualifications detailed in this job description are not considered the minimum requirements necessary to perform the job, but rather as guidelines.

John Deere is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to, among other things, race, religion, color, national origin, sex, age, sexual orientation, gender identity or expression, status as a protected veteran, or status as a qualified individual with disability.