Prevailing Wage Classifications & LCA Compliance for Senior MLOps Specialists

Before filing an H-1B petition, employers file a Labor Condition Application with the Department of Labor attesting that they will pay at least the higher of the actual wage or the prevailing wage for the occupation and area of employment. MLOps roles straddle software engineering, data science and infrastructure, which makes classification a genuine judgment call.

Selecting the SOC code

Common candidates include Software Developers, Data Scientists, and Computer Systems Engineers/Architects. Choose based on primary duties: a role that predominantly builds deployment pipelines and platform tooling differs from one that predominantly designs statistical models.

Wage levels I–IV

Prevailing wage levels reflect experience, education, and supervisory responsibility relative to the occupation. Senior MLOps specialists who own platform architecture, lead on-call rotations and mentor engineers will typically fall into higher levels. Under-leveling creates exposure; document the reasoning.

Worksheet approach

start = Level I
+1 if experience_required > occupation_norm
+1 if special_skills (e.g., Kubernetes GPU scheduling, Triton)
+1 if supervisory_duties
level = min(start + adjustments, Level IV)

Remote and hybrid work

The LCA covers specific worksite locations. Distributed ML teams frequently relocate engineers; moving an H-1B worker to a new metropolitan area may require a new LCA and possibly an amended petition. Integrate worksite changes into your HR approval workflow.

Public access file hygiene

• Retain the certified LCA, wage rate documentation and an explanation of the actual wage system.
• Keep proof of notice posting (physical or electronic) for the required period.
• Make the file available within the required timeframe after filing.
• Review annually against compensation changes to ensure ongoing compliance.

Note: This article is general technical-compliance information for engineering leaders and is not legal advice. Immigration rules change frequently; confirm every decision with qualified immigration counsel and your Designated School Official.