How much does document data extraction cost?
Document data extraction typically costs about $1,400. Half of the 423 priced job posts we tracked fall between $250 and $5,000, and one in ten reaches $11,900 or more.
Band: 25th to 75th percentile of fixed budgets and hourly estimates. Line: median.
Key facts
- Typical cost: $1,400, with the middle half of posts between $250 and $5,000.
- That is 44% below the $2,500 median across all AI builds we track.
- Work expected to take under a month has a median of $360, against $24,000 for over six months.
- Fixed-price median $300; hourly estimate median $4,800.
- Hourly rates mostly run from $22 to $45 an hour.
- Most requested skills: Python, Automation and Artificial Intelligence.
What the build includes
Document data extraction reads forms, PDFs, IDs and other files and turns them into structured data, combining OCR with language models so staff no longer retype information.
A typical scope
- Document intake by email, upload or API
- OCR and AI field extraction
- Validation rules
- A review screen for uncertain results
- Export to your system of record
What drives the cost
Work expected to take under a month has a median of $360, against $24,000 for over six months. Part of that gap is built in, because hourly estimates are calculated from expected length. Fixed-price posts state a median of $300, while hourly posts work out at $4,800 on our estimate: 16 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work.
| Expected length | Median cost | Priced posts |
|---|---|---|
| Under 1 month | $360 | 149 |
| 1 to 3 months | $3,200 | 234 |
| 3 to 6 months | $10,800 | 19 |
| Over 6 months | $24,000 | 21 |
Posts asking for expert-level talent have a median of $2,250, 2.3 times the $1,000 for intermediate talent. 42% of posts ask for experts.
| Seniority requested | Median cost | Priced posts |
|---|---|---|
| Entry level | $220 | 14 |
| Intermediate | $1,000 | 229 |
| Expert | $2,250 | 180 |
What moves the price most
- How many document layouts are in scope
- Scan quality and handwriting
- Accuracy targets, which decide how much review is needed
Skills and hourly rates
The skills named most often in these posts are Python (54%), Automation (24%), Artificial Intelligence (21%) and Data Extraction (18%). Read this as the working stack for this kind of build, and as a checklist when assessing who should do it.
Hourly posts for this work typically offer $22 to $45 an hour, the middle half of posted rates. The median top of the range is $40 an hour across 204 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.
Who is buying
42% of posts ask for expert-level talent. Buyers are most often based in the United States and India, with 45% in the United States. Among posts that state a company size, 93% come from companies of up to 10 people. A typical post draws about 15 applicants.
What to check before you commit
- Test on your worst real documents, not samples
- Agree an accuracy target per field
- Check how sensitive documents are stored and processed
Where the demand is
The countries with the most buyers for this build. Each page shows how that market compares.
Frequently asked questions
How much does document data extraction cost?
Document data extraction typically costs about $1,400. Half of the 423 priced job posts we tracked fall between $250 and $5,000, and one in ten reaches $11,900 or more. That is 44% below the $2,500 median across all AI builds we track.
How long does document data extraction take?
39% of posts expect the work done in under a month, 53% in one to three months and 8% over a longer stretch. Work expected to take under a month has a median of $360, against $24,000 for over six months.
Why do estimates vary so much?
Fixed-price posts state a median of $300, while hourly posts work out at $4,800 on our estimate: 16 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work. Scope matters most: how many document layouts are in scope and scan quality and handwriting move the price the most.
What hourly rate should I expect?
Most hourly posts offer $22 to $45 an hour, with a median top rate of $40. Agencies and in-house specialists usually charge more than the open freelance market.
What skills does this work need?
Posts most often ask for Python, Automation, Artificial Intelligence and Data Extraction.
Do I need an expert?
Posts asking for expert-level talent have a median of $2,250, 2.3 times the $1,000 for intermediate talent. 42% of posts ask for experts.
Where do these numbers come from?
From 423 public job posts published between December 2025 and November 2026: 219 fixed budgets as stated and 204 hourly posts we costed from their rate, expected length and assumed hours. They are what buyers offered, not signed contract prices.
About this data
These figures come from 423 public job posts published between December 2025 and November 2026: 219 fixed budgets as stated, and 204 hourly posts costed from their rate, expected length and assumed hours. They show what buyers offered, not signed contract prices, and hourly figures assume the work runs its full length. Read the method
Cite this page. The AI Build Index. "Document data extraction: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/document-data-extraction
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