BERKLEY INSURANCE COMPANY

Senior Predictive Modeler

A-22237-12281 H-1B 2023 Certified

Salary

$60,861

Visa Type

H-1B

Job Title

Senior Predictive Modeler

Employee's Citizenship

CHINA

Graduate School

UNIVERSITY OF ILLINOIS AT URBANACHAMPAIGN

Case info Company Info HR Info Attorney Position Info Employee Info

Case info

9 fields

Data Publish Year 2023

Case Number A-22237-12281

Case Status Certified

Received Date 2022-09-22

Decision Date 2023-07-26

Refile N

Original File Date -

Previous State Work Force Agency (SWA) Case Number Stete -

Schedule A or a Sheepherder Occupation N

Company Info

14 fields

Employer Name BERKLEY INSURANCE COMPANY

Employer Address_Line 1 475 STEAMBOAT ROAD

Employer Address_Line 2 -

Employer City GREENWICH

State -

Employer State/ Province CONNECTICUT

Employer Country UNITED STATES OF AMERICA

Employer Postal Code 6830

Employer Phone No. 203-629-3000

Employer Phone Extent No. -

Total Number of Employees 7000

Employer Year of Commenced 1967

NAICS Code 524126

Foreign Worker Ownership & Interest N

HR Info

9 fields

Employer Contact Name Lynn Groh

Employer Contact Address Line1 222 South Ninth Street

Employer Contact Address Line2 -

Employer Contact City Minneapolis

Employer Contact State/ Provice MINNESOTA

Employer Contact Country UNITED STATES OF AMERICA

Employer Contact Post Code 55402

Employer Contact Phone 612-766-3207

Employer Contact Email lgroh@berkleyrisk.com

Attorney

11 fields

Agent/ Attorney Name Timothy G Payne

Agent/ Attorney Firm Name Sidley Austin LLP

Agent/ Attorney Phone (312) 853-7000

Agent/ Attorney Phone Ext. -

Agent/ Attorney Address Line 1 1 South Dearborn Street

Agent/ Attorney Address Line 2 -

Agent/ Attorney City Chicago

Agent/ Attorney State/ Province ILLINOIS

Agent/ Attorney Country UNITED STATES OF AMERICA

Agent/ Attorney Postal Code 60603

Agent/ Attorney Email tpayne@sidley.com

Position Info

89 fields

Prevailing Wage Track Number P10021273616807

Prevailing Wage SOC Code 15-2041

Prevailing Wage SOC Title Statisticians

Prevailing Wage Skill Level Level I

Prevailing Wage 60861

Prevailing Wage Unit of Pay Year

Prevailing Wage Source OES

Prevailing Wage Other Source -

Prevailing Wage Determination Date 2022-03-30

Prevailing Wage Expiration Date 2022-06-30

Wage Offer From 159972

Wage Offer To -

Wage Offer Unit of Pay Year

Workstie Address Line 1 101 Bellevue Parkway

Worksite Address Line 2 -

Worksite City Wilmington

Worksite State DELAWARE

Worksite Postal Code 19809

Job Title Senior Predictive Modeler

Minimum Education Master's

Other Degree/ Diploma -

Major Field of Study Computer Science, Mathematics, Statistics or Data Science

Required Training N

Required Training Month -

Required Field of Training -

Required Experience N

Required Expreience Months -

Accept Alternate Field of Study N

Accept Alternate Major -

Alternate Combination of Education/ Experience N

Required Alternate Level of Education -

Other Alternate Level of Education -

Acceptable Years of Experience -

Accept Foreign Educationa Y

Acceptable Alternate Occupation Y

Acceptable Alternate Occupation Month 48

Accept Alternate Job Title Data Science

Normal Requirements of Job Opportunity Y

Required Foreign Language N

Specific Skills Must have experience with each of the following 1. Programming in SQL to create clean and accurate datasets for analysis; 2. Programming in Python and R to build data pipelines, model data, create reports, and create model implementations within the insurance domain; 3. Knowledge of statistics and machine learning techniques such as random forest, gradient boosting and kmeans clustering to build accurate predictive models; 4. 4 years of experience working with Generalized Linear Models to price insurance business; 5. Evaluation of third party data sources to enhance insurance models, including evaluating the accuracy and appropriateness of the sources and their contribution to model performance; and 6. Using geospatial tools and techniques to build territorial models in an insurance setting.

Combination Occupation N

Offered to Applied Foreign Worker Y

ForeignWorker Live on Premises N

Live in Domestic Service Worker N

Employment Contract -

Professional Occupation Y

College/ University Teacher N

Competitive Process -

Basic Recruitment Process -

Teacher Select Date -

Teacher Publish Journal Name -

Additional Recruitment Information -

Job Oder Start Date 2022-06-23

Job Oder End Date 2022-07-25

Sunday Edition Newspaper Y

First Newspaper Name Wilmington News Journal

First Advertisement Start Date 2022-06-26

Second Newspaper Name Wilmington News Journal

Second Advertisement Type Newspaper

Second Ad Start Date 2022-07-03

Job Fair From Date -

Job Fair to Date -

On Campus Recruiting from Date -

On Campus Recruiting to Date -

Employer Website from Date -

Employer Website to Date -

Pro. Org. Ad from Date -

Pro.Org. Ad to Date -

Job Search Website from Date 2022-06-23

Job Search Website to Date 2022-06-30

Private Employment Firm from Date -

Pricate Employment Firm to Date -

Employee Referral Program from Date -

Employee Referral Program to Date -

Campus Placement from Date -

Campus Placement to Date -

Local Ethnic Newspaper from Date 2022-07-01

Local Ethnic Newspaper to Date 2022-07-01

Radio/TV Ad from Date 2022-07-01

Radio/TV Ad to Date 2022-07-01

Employer Received the Payment N

Payment Details -

Bargaining Representative Notified N/A

Posted Notice at Worksite Y

Layoff in Past Six Months N

US Worker Considered -

Country of Citizenship CHINA

Foreign Worker Birth Country CHINA

Class of Admission H-1B

Employee Info

24 fields

Foreign Worker Education Doctorate

Foreign Worker Education Other -

Foreign Worker Major MATHEMATICS

Year of Compelted Education 2014

Foreign Worker Istitution of Eduation UNIVERSITY OF ILLINOIS AT URBANACHAMPAIGN

Foreign Worker Education Instution Address Line 1 1409 W GREEN ST

Foreign Worker Education Institution Address Line 2 -

Foreign Worker Education Institution City URBANA

Foreign Worker Educatution Institution State IL

Foreign Worker Education Institution Country UNITED STATES OF AMERICA

Foreign Worker Education Training Post Code 61801

Foreign Worker Training Completion N/A

Foreign Worker Required Experience N/A

Foreign Worker Alternate Education and Experience N/A

Foreign Worker Alternate Occupation Experience Y

Foreign Worker Experience with Employer N

Foreign Worker Employer Pay for Education N

Foreign Worker Currently Employed Y

Employer Completed Application N

Preparer Name Timothy G Payne

Preparer Title Partner

Preparer Email tpayne@sidley.com

Employer Information Declaration Name Lynn Groh

Employer Declaration Title Vice President Human Resources