Use your civil and surveying expertise to evaluate AI outputs, review plans and maps, and provide clear feedback. This remote US contractor role pays $45-$60 per hour with flexible scheduling and 20+ hours per week.
About OpenTrain
OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI is recruiting contractors for specialized projects where expert judgment helps improve the systems shaping the future of artificial intelligence.
You can create a free OpenTrain account, discover relevant projects, build an AI training profile, and apply in minutes. Your work can help turn professional expertise into a flexible, growing career path in AI training.
About AI Training Work
AI training is the human side of building modern artificial intelligence. People review examples, evaluate model responses, and provide evidence-based feedback so AI systems can become more accurate, useful, and reliable.
In this project, your civil and surveying knowledge will help AI systems learn from drawings, maps, aerial imagery, site documents, and structured plan-review judgments. Prior AI training experience is not required unless stated elsewhere in this posting.
The Role
OpenTrain AI is seeking a Civil and Survey Plan Review Expert to support document-based AI evaluation work. You will review Civil drawings, survey maps, aerials, parcel data, and related site materials, then assess model outputs against project guidelines and rubrics.
The position is listed as entry level for AI training, but it requires substantial professional or academic knowledge of civil and survey plan review, including the ability to interpret US standards and identify important plan-review issues.
- Remote contractor position focused on civil and survey plan review
- Document-based evaluation and rating work
- US-based opportunity requiring English fluency
- Flexible scheduling with a default commitment of about 40 hours per week
- Minimum stated time requirement of 20+ hours per week
What You’ll Do
You will apply careful professional judgment to repeated review tasks and communicate the reasoning behind your decisions. Consistent, well-supported feedback is essential because it gives AI systems clearer signals about how to interpret technical civil and surveying materials.
- Evaluate model outputs using project rubrics
- Review source materials and model outputs against detailed guidelines
- Document evidence-based judgments and identify relevant exceptions
- Explain decisions clearly so feedback can improve model behavior
- Interpret drawing sets, aerials, topographic maps, and parcel data
- Identify important quantities, contours, exceptions, and plan-review issues
- Maintain consistency and quality across repeated evaluation tasks
Requirements
Applicants should bring relevant professional, academic, or language expertise in Civil and Survey Plan Review. The role requires strong technical document interpretation, careful attention to detail, and the ability to apply project instructions consistently while working independently.
- PE in civil engineering or PLS for survey and mapping work
- At least three years producing or reviewing site, civil, or survey work
- Experience applying US standards, state DOT practice, or local land development requirements
- Ability to interpret civil drawings, survey maps, aerials, topographic maps, and parcel data
- Ability to identify quantities, contours, exceptions, and plan-review issues
- Fluency in English
- Strong written communication and attention to detail
- Ability to follow detailed instructions and apply rubrics consistently
- Comfort working independently on remote contractor tasks
Schedule and Pay
This is flexible remote contractor work with a time requirement of 20+ hours per week and a default commitment of about 40 hours per week. You can organize your schedule flexibly around the project requirements.
The role pays $45-$60 per hour. Estimated project earnings are $14,400-$19,200 based on the schedule and duration shown on OpenTrain.
- Payment type: hourly contractor work
- Pay range: $45-$60 per hour
- Location: United States
- Work arrangement: remote
- Schedule: flexible, 20+ hours per week
Why Work in AI Training
AI training offers remote, flexible work for people with specialized knowledge. Civil engineers, survey professionals, reviewers, and other technical experts can contribute directly to how advanced AI systems understand documents and produce useful results.
Many projects in this fast-growing industry can fit around other responsibilities, while specialist work lets professionals apply domain expertise to cutting-edge technology.
- Work remotely with a computer and internet connection
- Choose flexible hours around your schedule and workload
- Apply real-world civil and surveying expertise to AI development
- Help shape the quality and behavior of modern AI systems
How to Apply
Create a free account on OpenTrain, build your AI training profile, and apply through the platform. Highlight your PE or PLS qualification, civil or survey plan-review experience, knowledge of US standards, and ability to provide clear, consistent technical evaluations.
- Confirm that you meet the US location and English-language requirements
- Showcase at least three years of relevant civil, site, or survey experience
- Describe your experience reviewing plans, maps, aerials, and parcel data
- Apply through OpenTrain in minutes