H-1B AI Expert Opinion Letter
Independent expert opinion letters addressing the technical complexity and specialized knowledge requirements of artificial intelligence, machine learning, and data science roles in H-1B specialty occupation petitions.
What an H-1B expert opinion letter addresses
An H-1B expert opinion letter is an independent technical evaluation of a role, the knowledge it requires, and the relationship between that requirement and the beneficiary's training. For AI positions it typically explains what the work actually involves, which specialized body of knowledge it draws on, and why competent performance normally presupposes degree-level education in a specific specialty.
It is a technical assessment. Whether the role meets the legal definition of a specialty occupation is decided by USCIS on argument made by your attorney.
Why AI roles raise specialty occupation questions
Job titles move faster than occupational classifications
Titles like machine learning engineer, applied scientist, MLOps engineer, AI platform engineer, and research engineer describe distinct and demanding work, but they do not map cleanly onto established occupational categories. A role can be far more specialized than its nearest classification suggests.
AI work is often assumed to be ordinary software engineering
From the outside, building a retrieval system, training a model, and shipping a web service can look like the same activity. They draw on different bodies of knowledge. Explaining that difference concretely, in terms of the mathematics, statistics, and systems knowledge the work requires, is much of what a useful evaluation does.
Degree fields do not match role names
AI practitioners hold degrees in computer science, electrical engineering, mathematics, statistics, physics, operations research, and computational sciences. A role requiring deep machine learning knowledge may be filled appropriately by any of them, which needs explaining rather than assuming.
What I do not do
I do not perform credential evaluations or three-for-one work experience equivalency determinations. Those are a separate service provided by credential evaluation agencies and by academics with authority to grant college-level credit. I also do not provide legal advice, determine whether a position qualifies as a specialty occupation as a matter of law, or guarantee any outcome.
What I review
- The detailed position description, including the actual technical duties and systems involved
- The beneficiary's CV, academic background, and relevant technical experience
- Information about the employer, the product, and the technical environment
- Any Request for Evidence already issued, and the specific objection it raises
Process and turnaround
Standard turnaround is 5–10 business days, measured from receipt of complete materials, not from first contact. Expedited review in 2–3 business days is available where a response deadline requires it. Full detail on the process and turnaround page.
Frequently asked questions
▸ What is an H-1B expert opinion letter?
An H-1B expert opinion letter is an independent evaluation addressing whether a role qualifies as a specialty occupation, or whether a beneficiary's education and experience equip them for it. For AI and machine learning positions, that usually means explaining the technical complexity of the work, the specialized body of knowledge it draws on, and why a bachelor's degree or higher in a specific specialty is normally the minimum requirement to perform it.
▸ When does an H-1B petition need an expert opinion letter?
Most commonly in three situations: when USCIS questions whether the offered position is a specialty occupation, when the beneficiary's degree is in a field that is not obviously the same specialty as the role, or when experience is being used in place of a formal degree. Emerging AI job titles frequently trigger the first, because a role can be highly technical without matching a recognized occupational classification. Your attorney decides whether a letter is warranted.
▸ Can you evaluate whether an AI role is a specialty occupation?
I can provide the technical assessment: what the role actually requires, which body of specialized knowledge it draws on, how the work compares to standard software engineering, and what level of formal training a person would need to perform it competently. Whether that satisfies the legal standard for a specialty occupation is a determination for USCIS, argued by your attorney. I supply the technical foundation, not the legal conclusion.
▸ Can you evaluate a foreign degree or work experience equivalency?
No. Formal credential evaluations and three-for-one experience equivalency evaluations are a distinct service, usually provided by credential evaluation agencies or by professors with specific authority to grant college-level credit. My letters address the technical substance of AI roles and AI work, not credential equivalency determinations. If that is what you need, your attorney can point you to the right provider.
▸ What do you need to review for an H-1B matter?
Typically the detailed position description, the beneficiary's CV and academic transcripts, information about the employer and the technical environment the role operates in, and any Request for Evidence already issued. The more specific the position description, the more useful the resulting evaluation.
Related
Request an H-1B expert opinion letter
Send the position description and the beneficiary's background, and I will tell you whether I can help.