Agent/ Attorney Address Line 1:4555 Great America Parkway
Agent/ Attorney Address Line 2:Suite 210
Agent/ Attorney City:Santa Clara
Agent/ Attorney State/ Province:CALIFORNIA
Agent/ Attorney Country:UNITED STATES OF AMERICA
Agent/ Attorney Postal Code:95054
Agent/ Attorney Email:lbonnello@balglobal.com
Position Info
Prevailing Wage Track Number:P10020247804134
Prevailing Wage SOC Code :15-2041
Prevailing Wage SOC Title :Statisticians
Prevailing Wage Skill Level:Level I
Prevailing Wage:65416
Prevailing Wage Unit of Pay:Year
Prevailing Wage Source:OES
Prevailing Wage Other Source:
Prevailing Wage Determination Date :2021-02-09
Prevailing Wage Expiration Date :2021-06-30
Wage Offer From:140000
Wage Offer To:161000
Wage Offer Unit of Pay:Year
Workstie Address Line 1:7535 Torrey Santa Fe Road
Worksite Address Line 2:
Worksite City :San Diego
Worksite State:CALIFORNIA
Worksite Postal Code:92129
Job Title:Senior Technical Data Analyst
Minimum Education:Master's
Other Degree/ Diploma:
Major Field of Study:Computer Science, Information Systems, Analytics or related field
Required Training:N
Required Training Month:
Required Field of Training:
Required Experience :Y
Required Expreience Months :12
Accept Alternate Field of Study:Y
Accept Alternate Major:Computer Science, Information Systems, Analytics or related field
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:12
Accept Alternate Job Title:Data analyst or data scientistrelated occupation
Normal Requirements of Job Opportunity:Y
Required Foreign Language:N
Specific Skills:Employer will accept a Masters degree in Computer Science, Information Systems, Analytics or related field and 1 year of work experience in the job offered or in a data analyst or data scientistrelated occupation. Position requiresbr br 1. Building Data pipeline for building machine learning models using pyspark language using spark framework;br 2. Build data optimal points of access and extraction using AWS , Spark and map reduce;br 3. Designing and creating data tables for training machine learning models with HIVE and map reduce frameworks;br 4. Developing dashboard using Tableau, SQL, and python to monitor performance of the models in production;br 5. Developing aggregated metrics for product interactions to capture user engagement and sentiment using python and democratize these new metrics using Tableau;br 6. Using python and the Vertica dbHIVE to tie the data to the customer, and drive experience changes using new derived signals;br 7. Working with AWS amazon web services to process large datasets and train models on cloud;br 8. Using docker to containerize machine learning models for production;br 9. Programing Machine learning and deep learning or neural networks using Python Language;br 10. Designing neural network frameworks using Keras, Tensorflow and pytorch as framework;br 11. Optimizing production code using cython and python;br 12. Evaluate infrastructure requirement for hosting machine learning models using gatling frameworks;br 13. Managing source code with Git;br 14. Developing methods for validating ab results outside using statistical methods to evaluate prescriptive actions in Python;br 15. Building intent and presearch models using DPCNN, VDCN, Charlevel CNN architectures and features; andbr 16. Modify incoming search terms for optimizing routing and search using simplification NSELSTMBRevILP, summarization SWAPNET, and word sense disambiguation.
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:2021-01-14
Job Oder End Date:2021-02-18
Sunday Edition Newspaper:Y
First Newspaper Name:The San Diego UnionTribune
First Advertisement Start Date:2021-01-24
Second Newspaper Name:The San Diego UnionTribune
Second Advertisement Type:Newspaper
Second Ad Start Date:2021-01-31
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:2021-02-01
Pro.Org. Ad to Date:2021-02-01
Job Search Website from Date:2021-01-12
Job Search Website to Date:2021-01-20
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:2021-02-01
Local Ethnic Newspaper to Date:2021-02-01
Radio/TV Ad from Date:
Radio/TV Ad to Date:
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:INDIA
Foreign Worker Birth Country:INDIA
Class of Admission :H-1B
Employee Info
Foreign Worker Education:Master's
Foreign Worker Education Other:
Foreign Worker Major:INFORMATION SYSTEMS
Year of Compelted Education:2018
Foreign Worker Istitution of Eduation:SAN DIEGO STATE UNIVERSITY
Foreign Worker Education Instution Address Line 1:5500 CAMPANILE DR.
Foreign Worker Education Institution Address Line 2:
Foreign Worker Education Institution City:SAN DIEGO
Foreign Worker Educatution Institution State:CA
Foreign Worker Education Institution Country :UNITED STATES OF AMERICA
Foreign Worker Education Training Post Code:92182
Foreign Worker Training Completion :N/A
Foreign Worker Required Experience :N
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:Lynn T Bonnello
Preparer Title:Associate
Preparer Email :lbonnello@balglobal.com
Employer Information Declaration Name:Jennifer Chang
Employer Declaration Title:Sr. Global Mobility Specialist
