OCR Contracts

Optical Character Recognition (OCR)
UK

The table below provides summary statistics for contract job vacancies requiring OCR skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited OCR over the 6 months leading up to 17 July 2025, comparing them to the same period in the previous two years.

6 months to
17 Jul 2025
Same period 2024 Same period 2023
Rank 533 563 655
Rank change year-on-year +30 +92 +201
Contract jobs citing OCR 20 17 30
As % of all contract jobs advertised in the UK 0.061% 0.040% 0.054%
As % of the Processes & Methodologies category 0.068% 0.047% 0.060%
Number of daily rates quoted 13 17 18
10th Percentile £408 - £406
25th Percentile £413 £400 £408
Median daily rate (50th Percentile) £485 £413 £462
Median % change year-on-year +17.58% -10.76% +12.06%
75th Percentile £588 £450 £576
90th Percentile £650 £467 £680
UK excluding London median daily rate £455 £413 £448
% change year-on-year +10.30% -7.82% +6.87%

All Process and Methodology Skills
UK

OCR falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 29,443 36,038 50,014
As % of all contract IT jobs advertised in the UK 90.37% 85.40% 89.36%
Number of daily rates quoted 18,490 23,058 34,451
10th Percentile £300 £303 £325
25th Percentile £405 £413 £438
Median daily rate (50th Percentile) £500 £525 £550
Median % change year-on-year -4.76% -4.55% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,553 2,324 1,670
10th Percentile £14.20 £13.00 £13.41
25th Percentile £17.30 £16.30 £17.72
Median hourly rate £25.15 £38.12 £40.25
Median % change year-on-year -34.02% -5.29% +52.19%
75th Percentile £51.65 £61.70 £65.00
90th Percentile £69.75 £73.43 £77.00
UK excluding London median hourly rate £24.00 £38.12 £40.00
% change year-on-year -37.04% -4.70% +86.05%

OCR
Job Vacancy Trend

Job postings citing OCR as a proportion of all IT jobs advertised.

Job vacancy trend for OCR in the UK

OCR
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing OCR.

Daily rate trend for OCR in the UK

OCR
Daily Rate Histogram

Daily rate distribution for jobs citing OCR over the 6 months to 17 July 2025.

Daily rate histogram for OCR in the UK

OCR
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing OCR.

Hourly rate trend for OCR in the UK

OCR
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing OCR within the UK over the 6 months to 17 July 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +61 16 £468 +15.08% 21
UK excluding London +22 15 £455 +10.30% 11
South East +29 5 £425 +6.25% 3
Scotland 0 4 £775 +68.02% 4
Yorkshire - 4 £489 - 2
North of England - 4 £489 - 3
Work from Home +29 3 £613 +47.59% 14
London - 3 £650 - 15
Midlands +1 1 £315 -24.10% 1
West Midlands -3 1 £315 -24.10%
South West - 1 £575 -

OCR
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (10.00%) Oracle Workflow
2 1 (5.00%) Confluence
Applications
1 1 (5.00%) Chatbot
Business Applications
1 2 (10.00%) Oracle ERP
1 2 (10.00%) Oracle Payables
Cloud Services
1 14 (70.00%) Azure
2 11 (55.00%) Azure DevOps
3 6 (30.00%) Azure AKS
4 5 (25.00%) Amazon S3
4 5 (25.00%) AWS
4 5 (25.00%) AWS Lambda
4 5 (25.00%) AWS Step Functions
4 5 (25.00%) Serverless
5 4 (20.00%) Amazon Bedrock
5 4 (20.00%) Amazon SageMaker
5 4 (20.00%) Azure AI
5 4 (20.00%) Azure Cognitive Search
5 4 (20.00%) Azure Cognitive Services
5 4 (20.00%) ChatGPT
6 1 (5.00%) GCP
6 1 (5.00%) GitHub
6 1 (5.00%) Microsoft Copilot
6 1 (5.00%) Textract
6 1 (5.00%) Virtual Private Cloud
Database & Business Intelligence
1 6 (30.00%) PostgreSQL
2 5 (25.00%) Metadata
3 4 (20.00%) Amazon Athena
3 4 (20.00%) Big Data
4 1 (5.00%) Amazon RDS
4 1 (5.00%) BigQuery
Development Applications
1 4 (20.00%) JIRA
General
1 6 (30.00%) Finance
2 4 (20.00%) Public Sector
3 3 (15.00%) Legal
4 1 (5.00%) Aerospace
4 1 (5.00%) Banking
4 1 (5.00%) Private Banking
4 1 (5.00%) Social Skills
Job Titles
1 6 (30.00%) Artificial Intelligence Engineer
2 4 (20.00%) Architect
2 4 (20.00%) Artificial Intelligence Architect
2 4 (20.00%) Data Scientist
2 4 (20.00%) Developer
2 4 (20.00%) Technical Architect
3 2 (10.00%) Artificial Intelligence Developer
3 2 (10.00%) Consultant
4 1 (5.00%) AWS DevOps
4 1 (5.00%) AWS DevOps Engineer
4 1 (5.00%) AWS Engineer
4 1 (5.00%) Azure Architect
4 1 (5.00%) DevOps Engineer
4 1 (5.00%) Machine Learning Developer
4 1 (5.00%) Python Engineer
4 1 (5.00%) Robotic Process Automation Developer
4 1 (5.00%) Senior
4 1 (5.00%) Senior AWS DevOps Engineer
4 1 (5.00%) Senior DevOps
4 1 (5.00%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 11 (55.00%) Hugging Face
2 10 (50.00%) PyTorch
3 6 (30.00%) OpenCV
3 6 (30.00%) Regular Expression
3 6 (30.00%) SpaCy
3 6 (30.00%) TensorFlow
4 4 (20.00%) .NET
4 4 (20.00%) NumPy
4 4 (20.00%) Pandas
4 4 (20.00%) React
4 4 (20.00%) RESTful
4 4 (20.00%) scikit-learn
5 3 (15.00%) Prophet
6 2 (10.00%) Oracle Fusion
7 1 (5.00%) JSON
Miscellaneous
1 6 (30.00%) Onboarding
2 3 (15.00%) Product Ownership
3 1 (5.00%) IVR
Processes & Methodologies
1 15 (75.00%) Machine Learning
2 14 (70.00%) DevOps
3 12 (60.00%) Artificial Intelligence
4 10 (50.00%) Agile
5 9 (45.00%) Generative AI
6 7 (35.00%) Image Processing
6 7 (35.00%) LLM
6 7 (35.00%) Natural Language Processing
7 6 (30.00%) KYC
7 6 (30.00%) Open Source
8 5 (25.00%) Client Onboarding
8 5 (25.00%) Cybersecurity
8 5 (25.00%) Data Science
9 4 (20.00%) A/B Testing
9 4 (20.00%) Actionable Insight
9 4 (20.00%) Data Privacy
9 4 (20.00%) Deep Learning
9 4 (20.00%) Scrum
9 4 (20.00%) Statistical Analysis
9 4 (20.00%) Use Case
Programming Languages
1 17 (85.00%) Python
2 6 (30.00%) SQL
3 4 (20.00%) C#
Qualifications
1 1 (5.00%) Security Cleared
Quality Assurance & Compliance
1 4 (20.00%) GDPR
2 3 (15.00%) Accessibility
2 3 (15.00%) QA
System Software
1 5 (25.00%) Virtual Machines
Systems Management
1 4 (20.00%) Kubernetes
2 1 (5.00%) Terraform
Vendors
1 6 (30.00%) Microsoft
2 3 (15.00%) OpenAI
2 3 (15.00%) Sage
3 2 (10.00%) Kofax
3 2 (10.00%) Oracle
3 2 (10.00%) ReadSoft
3 2 (10.00%) UiPath
4 1 (5.00%) Automation Anywhere
4 1 (5.00%) Blue Prism
4 1 (5.00%) Citrix
4 1 (5.00%) Google
4 1 (5.00%) IBM