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Job ID :
88831
Location :
Northbrook, IL US
Level :
Manager
Job Category :
Marketing
Description :

Where good people build rewarding careers.

Think that working in the insurance field can’t be exciting, rewarding and challenging? Think again. You’ll help us reinvent protection and retirement to improve customers’ lives. We’ll help you make an impact with our training and mentoring offerings. Here, you’ll have the opportunity to expand and apply your skills in ways you never thought possible. And you’ll have fun doing it. Join a company of individuals with hopes, plans and passions, all using and developing our talents for good, at work and in life.


Job Description

Lead Researcher - Application of Machine Learning and data mining to design new techniques to assess risk for insurance and safety assessment products

Job Description
Allstate is looking to hire researchers to join our Innovation team at our Chicago, Northbrook and Menlo Park(SF Bay area) locations.
Our team works on a diverse set of data and systems including accident data, GPS trails, health sensors, historical claims, traffic to create risk
managment solutions for safety oriented application such as Advanced Driver assistance applications as well as traditional insurance products (such as Life and Retirment)
This is a great opportunity to work with a talented team of some of the world's leading experts to build solutions that are not only groundbreaking,
but also help make driving safer and save lives.
Under supervision of Director- Innovation and Research, the Lead Researcher will develop novel algorithms and techniques that can leverage traditional (insurance claims, etc.,)
 as well non-traditional ones such as as imagery object detection, structure from motion to solve tough problems like mobile based life insurance products as well as
collision prediction in highly autonomous vehicles. He/she will also assist in efforts to evaluate, extract, scrub/prep, analyze and visualize risk data
using machine learning and statistical analysis and communicate to various stakeholders across and outside the company.
Responsibilities:
Track and apply the latest algorithm improvements from industry and the research community. A strong passion for empirical research is a necessary trait.
Collaborate in a fast-changing environment and to communicate clearly and effectively with colleagues who range from academic researchers, senior data scientists, Developers, Dev Ops, Hardware engineers, and Product managers.
Occasionally make presentations on enterprise specific topics at meetings and conferences.
Prepare and deliver presentations and/or training sessions to share insights from research, software, tools or procedures to internal and external audience
on a periodic basis.
Provide oversight to junior level research associates, interns and Co-op employees.

Job Qualifications

Master’s degree or PhD in Mathematics, computer science or a highly quantitative discipline.
Genuinely excited and enthusiastic about learning and pushing technical limits when finding new solutions.
Data mining analysis languages such as R, Pydata, Sql.
Proficiency in statistical methods and analysis including a deep understanding of regression techniques.
Proficiency in database management: create, edit, update, join, append and query data from relational databases.
Experience with data visualization and graphics tools for the creation of professional presentations reports, web content, or education materials.
Ability to create and maintain good working relationships and collaborations while being able to work independently and take initiative.
Knowledge of machine learning techniques, algorithms (k-NN, Naive Bayes, Hidden Markov and others) and tools such as Mahout and MLLib.

Preferred Skills:
Past experience in predictive model development using Insurance data and working with actuaries.
Experience related to ADAS and semi-autonomous vehicle systems is a plus.
Experience in developing using Spark is a big plus.


The candidate(s) offered this position will be required to submit to a background investigation, which includes a drug screen.

Good Work. Good Life. Good Hands®.

As a Fortune 100 company and industry leader, we provide a competitive salary – but that’s just the beginning. Our Total Rewards package also offers benefits like tuition assistance, medical and dental insurance, as well as a robust pension and 401(k). Plus, you’ll have access to a wide variety of programs to help you balance your work and personal life -- including a generous paid time off policy.

Learn more about life at Allstate. Connect with us on Twitter, Facebook, Instagram and LinkedIn or watch a video.



Allstate generally does not sponsor individuals for employment-based visas for this position.

Effective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component.

For jobs in San Francisco, please see the notice regarding the San Francisco Fair Chance Ordinance.

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It is the policy of Allstate to employ the best qualified individuals available for all jobs without regard to race, color, religion, sex, age, national origin, sexual orientation, gender identity/gender expression, disability, and citizenship status as a veteran with a disability or veteran of the Vietnam Era.

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