Job Title: Statistical Research Modeler
Job ID: 06157
Division: Strategic Data & Analytic
Work Location(s): United States-Wisconsin-Madison
Full/Part Time: Full-Time
Position Details
Depending on qualifications, the selected candidate may be considered for a higher level position.
Position Objective
This position is responsible for producing innovative solutions through the use of advanced data analytics from complex and high-dimensional datasets. Designs, develops, and evaluates predictive models and advanced algorithms that lead to business solutions using well defined strategy frameworks. Works with business partners to understand what the business needs and issues are to address. Applies advanced knowledge of statistics and data mining (e.g., machine learning, simulation), programming or other mathematical techniques to recognize patterns and create insights from large and complex datasets. Communicates findings and recommendations to management from across different departments. Supports implementation efforts.
Primary Accountabilities
- Statistical Research & Model Development (60%)
- Manipulates and investigates large and complex datasets and formulates data requirements and model specifications needed for development.
- Explores data using a variety of advanced statistical (e.g., data mining) techniques to answer business questions or guide future model development.
- Builds complex predictive models to support business partner objectives and business needs.
- Builds complex programs for running statistical tests on data and for understanding correlation of various attributes.
- Assists in building hypothesis, identifying research data attributes and determining best approach to address business issues.
- Incorporates findings and provides industry and competitor insights as part of model development and enhancement.
- Prepares testing scenarios and tests model performance.
- Industry Research (20%)
- Researches and maintains awareness of industry best practices and business strategies.
- Proactively brings in new and innovative ideas and approaches to develop business solutions.
- Monitors industry and competitor trends to determine potential impact to predictive models.
- Leverages emerging technologies, open source tools, and harnesses new mathematical techniques (e.g. machine learning) as directed.
- Model Implementation & Communication (20%)
- Leads analytics projects or components related to large, complex business initiatives.
- Effectively communicates and delivers predictive models to the business partners.
- Assists with knowledge transfer and training to business areas regarding new analytics applications as part of implementation process.
- Prepare recommendations and findings for business partners.
- Assists with knowledge transfer and training on new modeling tools and methodologies to less experienced staff.
- Works closely with business stakeholders to identify and answer critical questions.
- Works with research and analytics staff and other areas of the business on model application and implementation.
Job Competencies
- Achieve Results
- Be Accountable
- Maximize Customer Experience
- Business Acumen
- Communication
- Quantitative Analysis
- Technical Expertise
Education/Licenses/Designations
- MS degree in Mathematics, Statistics, Economics, Engineering Actuarial Science or related field or equivalent designation, such as Fellowship of the Casualty Actuarial Society.
Specialized Knowledge and Skills Requirements
- Demonstrated experience communicating business implications of complex data relationships and results of statistical models to multiple business partners.
- Demonstrated experience extracting, cleansing, combining and manipulating large, and diverse data sources for analysis.
- Demonstrated experience performing advanced statistical analysis, including generalized linear models, decision trees, neural networks, etc., to discover business insights and develop predictive models.
- Demonstrated experience with statistical and modeling software tools, such as SAS or R.
Travel Requirements
- This position requires travel up to 5% of the time
Company Details
Offer to selected candidate will be made contingent on the results of background checks.
A career move to join American Family Insurance may also mean a physical move for you. If you are selected for an interview, information will be provided on the level of relocation assistance available during the interview.
We offer a comprehensive benefits package that includes health, life and dental insurance, a 401(K) plan, paid holidays, vacation and sick leave and the opportunity for career development. If you would like to put your career in motion apply online today!
At American Family we protect dreams, enabling you to pursue yours. A leader in insurance and financial products, we offer the training, technology, and pay your talent deserves, in an inclusive, empowering environment you’ll love. With a history of stability and growth, innovation and opportunity, American Family Insurance is the perfect place for you to enjoy your career. To learn more, visit jobs.amfam.com
Connect with us on our Blog: www.amfamcareerblog.wordpress.com, become a fan with us on Facebook: www.facebook.com/amfamcareers, follow us on Twitter: www.twitter.com/AmfamCareers, or join us as a member of our LinkedIn Group: www.amfam.com/careers/linkedin. We look forward to connecting with you!
CB1
GIJ
~MON~
LI:DB1
Please review the job requirements.
Job ID: 06157
Division: Strategic Data & Analytic
Work Location(s): United States-Wisconsin-Madison
Full/Part Time: Full-Time
Position Details
Depending on qualifications, the selected candidate may be considered for a higher level position.
Position Objective
This position is responsible for producing innovative solutions through the use of advanced data analytics from complex and high-dimensional datasets. Designs, develops, and evaluates predictive models and advanced algorithms that lead to business solutions using well defined strategy frameworks. Works with business partners to understand what the business needs and issues are to address. Applies advanced knowledge of statistics and data mining (e.g., machine learning, simulation), programming or other mathematical techniques to recognize patterns and create insights from large and complex datasets. Communicates findings and recommendations to management from across different departments. Supports implementation efforts.
Primary Accountabilities
- Statistical Research & Model Development (60%)
- Manipulates and investigates large and complex datasets and formulates data requirements and model specifications needed for development.
- Explores data using a variety of advanced statistical (e.g., data mining) techniques to answer business questions or guide future model development.
- Builds complex predictive models to support business partner objectives and business needs.
- Builds complex programs for running statistical tests on data and for understanding correlation of various attributes.
- Assists in building hypothesis, identifying research data attributes and determining best approach to address business issues.
- Incorporates findings and provides industry and competitor insights as part of model development and enhancement.
- Prepares testing scenarios and tests model performance.
- Industry Research (20%)
- Researches and maintains awareness of industry best practices and business strategies.
- Proactively brings in new and innovative ideas and approaches to develop business solutions.
- Monitors industry and competitor trends to determine potential impact to predictive models.
- Leverages emerging technologies, open source tools, and harnesses new mathematical techniques (e.g. machine learning) as directed.
- Model Implementation & Communication (20%)
- Leads analytics projects or components related to large, complex business initiatives.
- Effectively communicates and delivers predictive models to the business partners.
- Assists with knowledge transfer and training to business areas regarding new analytics applications as part of implementation process.
- Prepare recommendations and findings for business partners.
- Assists with knowledge transfer and training on new modeling tools and methodologies to less experienced staff.
- Works closely with business stakeholders to identify and answer critical questions.
- Works with research and analytics staff and other areas of the business on model application and implementation.
Job Competencies
- Achieve Results
- Be Accountable
- Maximize Customer Experience
- Business Acumen
- Communication
- Quantitative Analysis
- Technical Expertise
Education/Licenses/Designations
- MS degree in Mathematics, Statistics, Economics, Engineering Actuarial Science or related field or equivalent designation, such as Fellowship of the Casualty Actuarial Society.
Specialized Knowledge and Skills Requirements
- Demonstrated experience communicating business implications of complex data relationships and results of statistical models to multiple business partners.
- Demonstrated experience extracting, cleansing, combining and manipulating large, and diverse data sources for analysis.
- Demonstrated experience performing advanced statistical analysis, including generalized linear models, decision trees, neural networks, etc., to discover business insights and develop predictive models.
- Demonstrated experience with statistical and modeling software tools, such as SAS or R.
Travel Requirements
- This position requires travel up to 5% of the time
Company Details
Offer to selected candidate will be made contingent on the results of background checks.
A career move to join American Family Insurance may also mean a physical move for you. If you are selected for an interview, information will be provided on the level of relocation assistance available during the interview.
We offer a comprehensive benefits package that includes health, life and dental insurance, a 401(K) plan, paid holidays, vacation and sick leave and the opportunity for career development. If you would like to put your career in motion apply online today!
At American Family we protect dreams, enabling you to pursue yours. A leader in insurance and financial products, we offer the training, technology, and pay your talent deserves, in an inclusive, empowering environment you’ll love. With a history of stability and growth, innovation and opportunity, American Family Insurance is the perfect place for you to enjoy your career. To learn more, visit jobs.amfam.com
Connect with us on our Blog: www.amfamcareerblog.wordpress.com, become a fan with us on Facebook: www.facebook.com/amfamcareers, follow us on Twitter: www.twitter.com/AmfamCareers, or join us as a member of our LinkedIn Group: www.amfam.com/careers/linkedin. We look forward to connecting with you!
CB1
GIJ
~MON~
LI:DB1
Please review the job requirements.