What are the responsibilities and job description for the Data Scientist position at Auto Club Services Inc?
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Job Type:
Full timeExempt/Non Exempt:
Job Description:
Position Description
Primary Duties and Responsibilities (details of the basic job functions):
Produce innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets. Apply knowledge of statistics, machine learning, programming, data modeling, simulation, and advanced mathematics to recognize patterns, identify opportunities, pose business questions, and make valuable discoveries leading to prototype development and product improvement. Use a flexible, analytical approach to design, develop, and evaluate predictive models and advanced algorithms that lead to optimal value extraction from the data. Generate and test hypotheses and analyze and interpret the results of product experiments.
Executing on defined data science problems
Work with Big Data coming from numerous sources
Extract, clean, transform and process very large amounts of structured and unstructured data to prepare for data science initiatives (data wrangling)
Apply machine learning, time series and other data science techniques to forecast sales volumes, usage of products, membership benefits, etc.
Build deployable machine learning models that can support solutions for cross sell, sentiment analysis, improved customer experience, etc.
Research new machine learning solutions for complex business problems
Create data visualizations to illustrate findings in BI tools such as Tableau
Communicate findings to business partners
Supervisory Responsibilities (briefly describe, if applicable, or indicate None):
none
Required Qualifications (these are the minimum requirements to qualify)
Education (include minimum education and any licensing/certifications):
A Bachelor’s degree in Data Science, Computer Science, Statistics, Industrial Engineering, Mathematics, Economics or in the alternative, a combination of education, certifications and work experience equivalent to a Bachelor’s degree in Data Science, Computer Science, Statistics, Industrial Engineering, Mathematics, Economics
Experience:
3 years’ experience with statistical modeling tools such as R, and scripting languages such as Python or Scala
1 years’ experience with applying machine learning techniques to real-world problems
1 years machine learning experience with supervised and unsupervised learning algorithms
3 years using statistical techniques that are commonly employed within Data Science, including linear/logistic regression, decision trees and cluster analysis
3 years’ experience with SQL
Knowledge and Skills:
Knowledge of big data technologies such as Spark
Familiarity with BI Tools such as Tableau, MicroStrategy, Data Studio, etc.
Preferred Qualifications
Masters degree in Data Science, Computer Science, Statistics, Industrial Engineering, Mathematics, Economics preferred
Work Environment
Works in a temperature-controlled office environment.
Who We Are
Become a part of something bigger.
The Auto Club Group (ACG) provides membership, travel, insurance, and financial service offerings to approximately 14 million members and customers across 14 states and 2 U.S. territories through AAA, Meemic, and Fremont brands. ACG belongs to the national AAA federation and is the second largest AAA club in North America.
By continuing to invest in more advanced technology, pursuing innovative products, and hiring a highly skilled workforce, AAA continues to build upon its heritage of providing quality service and helping our members enjoy life’s journey through insurance, travel, financial services, and roadside assistance.
And when you join our team, one of the first things you’ll notice is that same, whole-hearted, enthusiastic advocacy for each other.
We have positions available for every walk of life! AAA prides itself on creating an inclusive and welcoming environment of diverse backgrounds, experiences, and viewpoints, realizing our differences make us stronger.
To learn more about AAA The Auto Club Group visit www.aaa.com
Important Note:
ACG’s Compensation philosophy is to provide a market-competitive structure of fair, equitable and performance-based pay to attract and retain excellent talent that will enable ACG to meet its short and long-term goals. ACG utilizes a geographic pay differential as part of the base salary compensation program. Pay ranges outlined in this posting are based on the various ranges within the geographic areas which ACG operates. Salary at time of offer is determined based on these and other factors as associated with the job and job level.
The above statements describe the principal and essential functions, but not all functions that may be inherent in the job. This job requires the ability to perform duties contained in the job description for this position, including, but not limited to, the above requirements. Reasonable accommodations will be made for otherwise qualified applicants, as needed, to enable them to fulfill these requirements.
The Auto Club Group, and all its affiliated companies, is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender identity, sexual orientation, national origin, disability or protected veteran status.
Regular and reliable attendance is essential for the function of this job.
AAA The Auto Club Group is committed to providing a safe workplace. Every applicant offered employment within The Auto Club Group will be required to consent to a background and drug screen based on the requirements of the position.
