Fiscal Year

2020

Case Number

A-19361-00092

Case Status

Certified

Received Date

2020-02-25

Decision Date

2020-06-24

Refile

N

Original File Date

2020-01-01 08:27:05

Previous SWA Case Number State

Schedule A Sheepherder

N

Employer Name

SONY INTERACTIVE ENTERTAINMENT LLC

Employer Name Slug

sony-interactive-entertainment-llc

Employer Address 1

2207 BRIDGEPOINTE PARKWAY

Employer Address 2

Employer City

SAN MATEO

Employer City Slug

san-mateo

Employer State

CALIFORNIA

Employer State Slug

california

Employer Country

UNITED STATES OF AMERICA

Employer Postal Code

94404

Employer Phone

650-655-5975

Employer Number of Employees

117000

Employer Year Commenced Business

2010

NAICS Code

541511

FW Ownership Interest

N

Employer Contact Name

Sheryl Horn

Employer Contact Address 1

2207 Bridgepointe Parkway

Employer Contact Address 2

Employer Contact City

San Mateo

Employer Contact State/Province

CALIFORNIA

Employer Contact Country

UNITED STATES OF AMERICA

Employer Contact Postal Code

94404

Employer Contact Phone

650-655-5975

Employer Contact Email

sheryl.horn@sony.com

Agent Attorney Name

Raquel Liberman

Agent Attorney Firm Name

Fragomen, Del Rey, Bernsen Loewy, LLP

Agent Attorney Phone

2126888555

Agent Attorney Address 1

1400 Broadway

Agent Attorney Address 2

Agent Attorney City

New York

Agent Attorney State/Province

NEW YORK

Agent Attorney Country

UNITED STATES OF AMERICA

Agent Attorney Postal Code

10018

Agent Attorney Email

rliberman@fragomen.com

PW Track Number

P10019204026461

PW SOC Code

15-2041

PW SOC Title

Statisticians

PW Skill Level

Level I

PW Wage

78811.00

PW Unit of Pay

Year

PW Wage Source

OES

PW Determination Date

2019-11-15

PW Expiration Date

2020-06-30

Wage Offer From

134160.00

Wage Offer To

0.00

Average Salary

134160.00

Wage Unit of Pay

Year

Worksite Address 1

16535 Via Esprillo

Worksite Address 2

Worksite City

San Diego

Worksite City Slug

san-diego

Worksite State

CALIFORNIA

Worksite Postal Code

92127

Job Title

Data Scientist

Job Title Slug

data-scientist

Minimum Education

Master's

Major Field of Study

Statistics, Mathematics, or related field or equivalent

Required Training

N

Required Experience

Y

Required Experience Months

24

Accept Alternative Field of Study

N

Accept Alternative Major Field of Study

Accept Alternative Combination

N

Accept Alternative Combination Education

Accept Alternative Combination Education Years

Accept Foreign Education

Y

Accept Alternative Occupation

Y

Accept Alternative Occupation Months

24

Accept Alternative Job Title

Senior Data Scientist, Senior Associate, or related

Job Opportunity Requirements Normal

Y

Foreign Language Required

N

Specific Skills

Two 2 years of experience performing large scale data manipulation and preprocess raw data for relational databases and structured data format, including Hadoop, Hive, SQL, and MySQL, to assess, clean, merge, and analyze large data sets from different data warehouse sources. Prior experience must include at least two 2 years of experience utilizing advanced machine learning algorithms, including supervised, unsupervised, and reinforcement learning applied to feature selection, dimensionality reduction, hyperparameter tuning, model optimization, and statistics inferences driven by business problems; monitoring model performance tracking and validation on sensitivity analysis for model predictive power; identifying best model candidate based on optimization of KPI metrics, including AUC, precision, recall, F1, KS statistics, logloss, overall misclassification error rate, false positive, and false negative; utilizing Kfold crossvalidated sample and outoftime holdout sample to generate independent score distribution for internal validity of model generalization; monitoring robustness, stability, and reliability of final model variables to identify and interpret contribution and impact from individual predictors; and utilizing advanced statistical software to develop linearnonlinear, parametricnonparametric, classical statistical methods, modern machine learningbased predictive modeling techniques, and data mining analytic methodologies.br br Any suitable combination of education, training, and experience is acceptable.

Combination Occupation

N

Offered to Applicant Foreign Worker

Y

Foreign Worker Live on Premises

N

Foreign Worker Live in Domestic Service

N

Foreign Worker Live in Domestic Service Count

Professional Occupation

Y

Application for College/University Teacher

N

SWA Job Order Start Date

2019-11-21

SWA Job Order End Date

2019-12-23

Sunday Edition Newspaper

Y

First Newspaper Name

The San Diego UnionTribune

First Advertisement Start Date

2019-12-22

Second Newspaper Ad Name

The San Diego UnionTribune

Second Advertisement Type

Newspaper

Second Ad Start Date

2019-12-29

Employer Website From Date

2019-12-02

Employer Website To Date

2019-12-16

Professional Organization Ad From Date

2020-01-01 08:27:05

Professional Organization Advertisement To Date

2020-01-01 08:27:05

Job Search Website From Date

2019-12-23

Job Search Website To Date

2020-01-06

Employee Referral Program From Date

2019-12-02

Employee Referral Program To Date

2019-12-16

Local Ethnic Paper From Date

2020-01-01 08:27:05

Local Ethnic Paper To Date

2020-01-01 08:27:05

Radio/TV Ad From Date

2020-01-01 08:27:05

Radio/TV Ad To Date

2020-01-01 08:27:05

Employer Received Payment

N

Posted Notice at Worksite

Y

Layoff in Past Six Months

N

Country of Citizenship

CHINA

Foreign Worker Birth Country

CHINA

Class of Admission

H-1B

Foreign Worker Education

Master's

Foreign Worker Information: Major

APPLIED STATISTICS

Foreign Worker Years of Education Completed

2015

Foreign Worker Institution of Education

THE PENNSYLVANIA STATE UNIVERSITY

Foreign Worker Education Institution Address 1

410 BOUCKE BUILDING

Foreign Worker Education Institution Address 2

Foreign Worker Education Institution City

UNIVERSITY PARK

Foreign Worker Education Institution State/Province

PA

Foreign Worker Education Institution Country

UNITED STATES OF AMERICA

Foreign Worker Education Institution Postal Code

16802

Foreign Worker Experience with Employer

N

Foreign Worker Employer Pays for Education

N

Foreign Worker Currently Employed

Y

Employer Completed Application

N

Preparer Name

Raquel Liberman

Preparer Title

Partner

Preparer Email

rliberman@fragomen.com

Employer Information Declaration Name

Sheryl Horn

Employer Information Declaration Title

Global Mobility and Immigration Specialist