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O-16 min read · June 10, 2026

How to build peer review evidence: a step-by-step guide for engineers and researchers

Peer review satisfies the judging criterion for both EB-1A and O-1A, and it is the fastest active criterion to build from scratch. But the way you document it matters as much as the activity itself.

The judging criterion is the most commonly underutilized path for technical professionals pursuing EB-1A or O-1A. Most engineers either do not know it exists or assume it requires a formal position. It does not. Serving as a peer reviewer for recognized academic conferences or journals is sufficient, provided the documentation establishes that you were selected on the basis of expertise.

Where to find reviewer opportunities

Every major academic venue recruits reviewers before each submission cycle. The following are the highest-value targets for technical professionals, because USCIS officers recognize their reputation and selectivity:

  • Machine learning: NeurIPS, ICML, ICLR, CVPR, ECCV. Reviewer pools open 6 to 8 weeks before submission deadlines. Sign up via the venue's OpenReview or CMT portal.
  • Systems: OSDI, SOSP, NSDI, EuroSys. Reviewer registration is typically by invitation from the program committee, so contact a PC member in your network directly.
  • Security: IEEE S&P (Oakland), USENIX Security, CCS, NDSS. These recruit reviewers via their submission systems.
  • Engineering journals: IEEE Transactions on Neural Networks, ACM Transactions on Computer Systems, Nature Machine Intelligence. Email the editor-in-chief directly expressing interest.
  • Open-source governance: CNCF Technical Oversight Committee reviews, Kubernetes KEP reviews, and Apache Software Foundation votes can qualify if documented with formal role documentation.

How to get accepted as a reviewer

Most conference reviewer signup forms ask for your Google Scholar profile, a list of relevant publications, and your areas of expertise. If you have no publications, a strong GitHub presence, a technical blog with substantial readership, or industry work that has been externally recognized can substitute. For top-tier venues where PC members curate the reviewer pool, send a short email to a PC member in your domain. One sentence on your background, one sentence on your relevant expertise, and a direct ask to be added as a reviewer.

You do not need to be a professor to review for top conferences. A senior engineer at a recognized company with domain expertise is exactly who program chairs want. The ask is low-risk and the response rate is high if your background is relevant.

What to collect from every review assignment

The activity alone does not satisfy the criterion. Under 8 C.F.R. § 204.5(h)(3)(iv) for EB-1A and 8 C.F.R. § 214.2(o)(3)(ii)(A)(4) for O-1A, USCIS requires evidence establishing three things: that you reviewed, that the venue is recognized, and that reviewers were selected on the basis of expertise rather than availability. For each review assignment, collect the following:

  • The original invitation email from the program chair or system notification confirming your reviewer role.
  • A letter from the program chair confirming reviewer selection criteria. This is the most important document. Request it proactively after completing your review cycle.
  • Evidence of the venue's standing: acceptance rate, number of submissions, any rankings or citations that establish its reputation.
  • Screenshots or PDF exports of your submitted reviews from the review portal, redacted if required by the venue's confidentiality policy.

How to request the program chair letter

Most chairs will write a short letter if you ask clearly. Send an email after you have completed at least one review cycle. Include your name and the venue you reviewed for, the submission cycle, and a direct request for a letter confirming that reviewers are selected based on technical expertise. One paragraph is sufficient. Ask the chair to note the selectivity of the reviewer pool if they are willing to include it.

Request the letter while the program chair still remembers you. After a conference cycle closes, it gets harder to reach people. Send the request within two weeks of the review deadline.

Quality over quantity

Three review assignments at NeurIPS, ICML, or OSDI with complete documentation outweigh twenty reviews at obscure workshops. USCIS uses the venue's reputation as a proxy for the value of your selection. Do not pad the record with low-tier conferences. Pick two or three recognized venues in your domain and build thorough documentation for each.

Once you have two to three review cycles documented at recognized venues with invitation letters and chair confirmation, this criterion is satisfied. Spend your remaining time and energy on the harder criteria: original contributions and press coverage. Judging alone will not pass the final merits determination, but it is the fastest way to get one criterion locked in early.

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