Analysis of Foreign Workers in the U.S.
Arun Ranganathan / Brian Detweiler / Jacques Anthony
December 15th, 2016
Agenda
- H-1B
- Center for Immigration Studies Report
- PERM (Program Electronic Review Management)
- Statistics
- State-Level Salaries
- Trends Over Time
H-1B Overview
- Demand > Supply
- 172,500 H-1B Labor Condition Applications submitted in FY 2015
- Only 85,000 total available
How to Work in the U.S.
- Job must qualify as speciality occupation
- >= Bachelor's degree
- Licenses or special trainings may be considered
- First 20,000 H-1B awarded Master's degree+
Center for Immigration Studies Report, FY 2005
- Claims:
- Businesses abusing H-1B for cheap labor
- Computer Programmers
- 84% of prevailing wage claims below the median
- $16,000 below median on average
Our Findings, Computer Programmers FY 2015
- 88.92% of prevailing wage claims below the median
- Average prevailing wage claim was $17,510 below median
- On par with 21% inflation
- Essentially no change since 2005
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)
Our Findings, All Occupations FY 2015
- H-1B Prevailing Wages
- 72.68% prevailing wage claims below median
- Standard deviation of $23,159
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)
Our Findings, All Occupations FY 2015
- H-1B Actual Wages
- 39.24% prevailing wage claims below median
- $5,861 below median on average
- Standard deviation of $31,895
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)
PERM Visas
- First step of Green Card process
- Employer must be prepared to hire applicant
- Must prove there are not enough US citizens or permanent residents qualified for the position
![plot of chunk unnamed-chunk-1](data:image/png;base64,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)
PERM Statistics
- Number of Approved PERM visas increasing drastically
- Doubled from 2010 to 2016
- However, there was no considerable salary difference within education levels
PERM Statistics
- PERM salaries 15% higher than H-1B on average (FY 2016)
- Salaries vary widely from state to state
- Salary gap tends to narrow with more prestigious job titles
- QUIZ: Average UNO student vs. Harvard PERM salary?
PERM Statistics
- No considerable salary difference within education levels
PERM Statistics
Employer |
Applications |
Average Salary |
Microsoft |
15,089 |
$103,650 |
Cognizant |
13,387 |
$73,085 |
Intel |
6,212 |
$90,279 |
Google |
5,101 |
$121,872 |
Amazon |
3,406 |
$98,049 |