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Data Labeling Solutions / Document Annotation

Hire Expert AI Trainers for Document Annotation

Post a job and connect with domain experts who can create evidence-grounded Q&A, verify citations, and extract structured data from complex documents. Our network includes 100,000+ AI training specialists.
OpenTrain dashboard for a document annotation project showing hired AI trainers specializing in legal, financial, and layout analysis work.
One place to find AI Trainers with the domain expertise and document skills your project requires.
Vetted Annotators
Pre-screened for education, domain experience, and accuracy
Any Tool
Work in your annotation platform, document pipeline, or custom tooling
Domain Expertise
Real experience in finance, legal, healthcare, insurance, and more
All-In-One

One Place to Hire and Manage Your Document Annotation Team

Everything you need to build a team that annotates training data, validates model outputs, and handles the complex documents your AI needs to understand.

The #1 Talent Network for Document Annotation

AI Trainers across every domain, document type, and language. Pre-vetted and ready for your projects.
Post a Document Annotation Job
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Three document annotation experts available for hire on OpenTrain with specializations in legal, financial, and medical document processing.

Work Happens in Your Tools

AI Trainers operate inside your annotation platform, document pipeline, or custom tooling. You control access. Your data stays where it is.
Post a Document Annotation Job
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OpenTrain workspace showing shortlisted document annotation specialists ready to invite to tools like Label Studio, Labelbox, and V7.

Communicate and Manage Work

Share annotation guidelines and message your team with built-in tools. No need for separate docs or chat apps.
Post a Document Annotation Job
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OpenTrain project hub for document annotation with live instruction editor and team chat channel for managing annotators.

Secure Global Payments and Transparent Pricing

Pay Data Labelers in any country from a single dashboard. You set the rates, we add a small fixed fee on top. No hidden costs, no chasing invoices.
Post a Document Annotation Job
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OpenTrain payment interface showing escrow funding and Stripe payout for document annotation labeling tasks.
OpenTrain job posting flow for document annotation showing tool selection and option to invite AI trainers to your workspace.
Why OpenTrain

Scale Document Annotation With a Global Network of AI Trainers

Every candidate is vetted for domain knowledge and annotation accuracy. You get a shortlist of qualified AI Trainers ready to start working in your tools. Hire for:
Entity extraction from contracts, filings, statements, and reports
Table annotation with structure, hierarchy, and cell-level labels
Q&A pair generation for document AI training and evaluation
Human-in-the-loop review of model outputs and low-confidence fields
Domain-specific work in finance, legal, healthcare, insurance, and more
How It Works

How OpenTrain Works for Document Annotation

Post a job, hire qualified AI Trainers, and manage everything from one platform. Your documents and tools stay exactly where they are.
01
Post a Job and Receive Pre-Vetted Proposals
Describe your document types, annotation schema, and domain requirements. Receive proposals from AI Trainers who have already been screened for relevant expertise.
02
Hire and Add to Your Tools
Review candidates, make your hires, and invite them to your annotation platform or document pipeline.
03
Communicate and Pay in One Place
Share guidelines, message your team, and handle global payments from a single dashboard.

Post Your Document Annotation Job Now

Create an account and post your first job in minutes.
Post a Document Annotation Job

Large Project? We Can Help.

Get a dedicated team managed end-to-end for large or ongoing document annotation projects.
Get a Managed Service Quote
Get Started

Start Building Your Document Annotation Team Today

Post your first job and connect with pre-vetted AI Trainers who have the domain expertise your project requires.
OpenTrain workspace for document and OCR labeling showing hired AI trainers specializing in legal and financial document processing.
Abstract technology background with blue lighting and layered document-like patterns representing document processing and OCR.
Metrics

Where Top AI Teams Scale Document Training Data

Pre-vetted AI Trainers across dozens of professional domains, ready to annotate the documents your models need to understand.
100K+
pre-vetted AI training specialists
50+
professional domains and document types
24 hrs
avg. time from job post to production start
FAQ

FAQs About Hiring for Document Annotation

Common questions about hiring AI Trainers to annotate documents for AI training and evaluation.

Every AI Trainer is screened for annotation accuracy, attention to detail, and ability to follow complex guidelines. We assess their familiarity with document types, annotation schemas, and industry terminology. For specialized projects, you can request candidates with specific domain backgrounds in finance, legal, healthcare, insurance, or other fields.

You can hire AI Trainers for entity extraction, table annotation, Q&A pair generation, citation verification, clause identification, human-in-the-loop review of model outputs, and more. Most teams hire for a mix of these depending on their training pipeline.

Our network covers a wide range of document types, including contracts, SEC filings, financial statements, insurance claims, medical records, invoices, regulatory filings, and more. Trainers have real-world experience with the documents and terminology your models need to understand.

AI Trainers can work in any annotation platform or document pipeline you provide access to. This includes Label Studio, Labelbox, Argilla, Datasaur, or your own custom tooling. OpenTrain is tool-agnostic, so your setup stays exactly where it is.

It's free to post jobs and get started. We only charge a flat platform fee on top of the payments you send to the AI Trainers you hire. You set your own rates and hire directly. For detailed pricing, visit our pricing page.

Managed Service is for teams with large or ongoing document annotation projects who want end-to-end support. We recruit, onboard, and manage a dedicated team inside your tools, handling operations so you can focus on your models.

Get Started

Join the #1 Platform for AI Training Talent

Where top AI builders and expert AI Trainers connect to build the future of AI.
Self-Service
Post a Job
Post your project and get a shortlist of qualified AI Trainers and Data Labelers. Hire and manage your team in the tools you already use.
Managed Service
For Large Projects
Done-for-You
We recruit, onboard, and manage a dedicated team inside your tools. End-to-end operations for large or complex projects.
For Freelancers
Join as an AI Trainer
Find AI training and data labeling projects across platforms, all in one place. One profile, one application process, more opportunities.