EB-2 NIW · Profession Guide
EB-2 NIW for Software engineers: AAO Data, Denial Patterns & Evidence
AAO data, denial patterns, and an evidence checklist for EB-2 NIW petitions filed by software engineers.
Based on 6,362 real USCIS AAO decisions · Last updated May 2026
Short answer
Across 847 Software Engineer AAO decisions in our corpus, 7.2% were approved on appeal, 82.1% were denied, and 10.7% were remanded. The single most common denial reason for software engineers is “Insufficient national interest argument.” AAO rates are lower than first-pass USCIS rates because these cases were already denied at least once.
AAO outcomes for software engineers (847 decisions)
Read this carefully: AAO numbers reflect petitions that were already denied at least once and appealed. First-pass USCIS approval rates are substantially higher. Use these figures to understand which arguments USCIS finds insufficient at the highest scrutiny level.
Why software engineers get denied at AAO
Most common AAO denial reason in this bucket:
Insufficient national interest argument
AAO decisions for software-engineer petitions overwhelmingly fail prong one. The recurring fact pattern: a strong commercial track record at a private employer, but a national-interest argument that reads like a product résumé. Without translating product impact into nationally-scoped public-interest language (security, infrastructure, healthcare, climate, defense), the work is treated as ordinary skilled labor.
What strong software engineer petitions tend to include
These are the evidence types that recur in approved Software Engineer cases. Not every approved petition has all of them, but petitions missing several typically struggle at AAO.
- 1Independent technical citations beyond your employer (open-source impact, IETF/standards work, RFCs, Linux kernel commits)
- 2Public deployments where your work runs (CI logs, Wayback snapshots, app-store install counts)
- 3Patents granted or pending, with claims explicitly tied to a national-priority area
- 4Press coverage in trade publications (TechCrunch, IEEE Spectrum, ACM Queue) with bylines, not press releases
- 5Speaking slots at refereed conferences (USENIX, NeurIPS, IEEE S&P) with acceptance rates
- 6Letters from non-employer experts who can attest you are advancing the field, not just your company
How software engineer cases fit the Dhanasar three-prong test
The Dhanasar framework asks USCIS to evaluate three things together: substantive merit, your positioning to advance the work, and whether waiving the labor cert makes sense on balance. Here is how the prongs typically frame for software engineers.
Prong 1 — Substantive merit and national importance
Frame the substantive merit around a national-priority area (cybersecurity for critical infrastructure, AI safety, healthcare interoperability) — never around "the company".
Prong 2 — Well-positioned to advance the proposed endeavor
Show portability: your work would still benefit the U.S. if you switched employers tomorrow. Open-source maintainership is the cleanest evidence here.
Prong 3 — On balance, waiver is in the national interest
On balance, waiving the labor cert is justified because comparable U.S. talent is scarce in your specific sub-field — quantify with BLS or O*NET data.
What approved Software Engineer profiles look like
~10+ years of experience, public technical contributions outside the day job, recognised expertise in a sub-field tied to a national-priority area.
This is a composite based on patterns across 847 AAO decisions — not any single case. Your specific profile may clear with less, or struggle with more, depending on framing.
Run a personalized Software Engineer case analysis
Aggregate data tells you what AAO has rejected for software engineers. A $10 ai case review tells you which of those failure modes your profile is closest to — prong by prong, with the five most-similar AAO cases pulled directly from the same 6,362-decision corpus.
One-time payment, no subscription. Greenway AI is a data + document-generation platform, not a law firm; nothing here is legal advice.