PetitionMatcher

Computer Science & AI and EB-2 NIW

Computing, software, and artificial intelligence where the computational or AI contribution is primary. Using computational tools in another discipline does not by itself place a case here.

Sample overview of how Computer Science & AI profiles appear in EB-2 NIW case information. Every figure on this page is placeholder data for frontend development.

Representative areas

  • Computer Science
  • Artificial Intelligence and Machine Learning
  • Software Engineering and systems
  • Cybersecurity
  • Computer Vision
  • Natural Language Processing
  • Data Science (computational or AI primary)
  • Recommender systems

Case overview

All counts below are sample data for development, not real database figures.

78
Cases in database
Sample
48
Successful published cases
Sample
30
AAO decisions
Sample
2019 to 2025
Date coverage
Sample

Common evidence patterns

How often each evidence type appears in this field's sample cases.

Publications76%
Citations74%
Peer review41%
Funding33%
Patents13%
Implementation / adoption36%
Support letters70%

Common occupations

Occupation is separate from field. The same occupation can appear across several fields.

  1. 1.Machine Learning Engineer
  2. 2.Research Scientist
  3. 3.Data Scientist
  4. 4.Software Engineer
  5. 5.Professor

Common proposed work themes

  • Medical AI
  • Recommendation systems
  • Cybersecurity
  • Autonomous systems
  • Natural language processing

Recent comparable cases

Sample cases shown for layout only. These are not real matches.

Research Scientist

Machine learning / Medical imaging

Successful NIW Case

92%
similarity
Successful CasePublished case profile

Similarities

  • Similar professional field
  • Similar occupation
  • Similar proposed work
  • Publications
  • Citations
  • Peer review

Key differences

  • This case had more citations
  • Your profile includes implementation evidence not mentioned in this case

Software Engineer

Distributed systems / Cloud infrastructure

AAO Decision

84%
similarity
AAO DecisionUSCIS Administrative Appeals Office

Similarities

  • Similar professional field
  • Similar proposed work
  • Patents
  • Implementation and adoption

Key differences

  • This case relied more heavily on patents than publications
  • Your profile includes funding evidence not present in this case

Physician

Public health / Infectious disease

Successful NIW Case

78%
similarity
Successful CasePublished case profile

Similarities

  • Similar proposed endeavor and U.S. benefit
  • Comparable education level
  • Publications
  • Government or institutional support

Key differences

  • This case emphasized clinical impact over research output
  • Your profile includes a larger publication record

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PetitionMatcher provides informational content and is not a law firm. The figures on this page are sample data for development.