OCR Contract Job Trends in Scotland

Optical Character Recognition (OCR)
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring OCR skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 101 112 137
Rank change year-on-year +11 +25 -
Contract jobs citing OCR 19 3 6
As % of all contract jobs advertised in Scotland 1.19% 0.16% 0.25%
As % of the Processes & Methodologies category 1.30% 0.19% 0.27%
Number of daily rates quoted 16 3 5
10th Percentile £489 £441 £439
25th Percentile £498 £446 £460
Median daily rate (50th Percentile) £525 £460 £503
Median % change year-on-year +14.13% -8.55% -
75th Percentile £550 £470 £530
90th Percentile £555 £473 £535
UK median daily rate £525 £415 £503
% change year-on-year +26.51% -17.50% +0.60%

All Process and Methodology Skills
Scotland

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 in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,456 1,620 2,249
As % of all contract IT jobs advertised in Scotland 91.29% 86.49% 91.95%
Number of daily rates quoted 801 982 1,463
10th Percentile £263 £213 £250
25th Percentile £388 £363 £400
Median daily rate (50th Percentile) £465 £450 £475
Median % change year-on-year +3.33% -5.26% -
75th Percentile £538 £550 £550
90th Percentile £606 £675 £638
UK median daily rate £500 £525 £540
% change year-on-year -4.76% -2.78% -1.82%
Number of hourly rates quoted 104 48 58
10th Percentile £16.84 £12.30 £12.13
25th Percentile £17.87 £14.88 £13.43
Median hourly rate £20.00 £20.94 £19.59
Median % change year-on-year -4.48% +6.88% -8.88%
75th Percentile £25.15 £24.43 £58.96
90th Percentile £37.00 £50.10 £75.03
UK median hourly rate £25.15 £43.00 £43.79
% change year-on-year -41.51% -1.81% +51.53%

OCR
Job Vacancy Trend in Scotland

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

Job vacancy trend for OCR in Scotland

OCR
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing OCR.

Contractor daily rate distribution trend for jobs in Scotland citing OCR

OCR
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing OCR in Scotland over the 6 months to 19 September 2025.

Daily rate histogram for OCR in Scotland

OCR
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing OCR within the Scotland region over the 6 months to 19 September 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
Edinburgh +25 18 £525 +16.67% 5
Glasgow - 1 £543 - 2
OCR
UK

OCR
Co-occurring Skills and Capabilities in Scotland 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 3 (15.79%) Apache Airflow
2 2 (10.53%) Apache
Cloud Services
1 14 (73.68%) AWS
2 11 (57.89%) Serverless
3 10 (52.63%) Amazon S3
3 10 (52.63%) AWS Lambda
4 7 (36.84%) Amazon ECS
4 7 (36.84%) Amazon EKS
4 7 (36.84%) Amazon SQS
5 6 (31.58%) Amazon CloudWatch
6 4 (21.05%) Azure
6 4 (21.05%) Azure AI
6 4 (21.05%) Azure Cognitive Search
6 4 (21.05%) Azure Cognitive Services
7 3 (15.79%) AWS CloudFormation
7 3 (15.79%) Azure DevOps
7 3 (15.79%) Textract
8 2 (10.53%) Dagster
8 2 (10.53%) OpenShift
Communications & Networking
1 3 (15.79%) HTTP
Database & Business Intelligence
1 3 (15.79%) Metadata
2 2 (10.53%) Amazon Aurora
2 2 (10.53%) PostgreSQL
Development Applications
1 1 (5.26%) MLflow
General
1 9 (47.37%) Public Sector
2 4 (21.05%) Legal
3 2 (10.53%) Social Skills
Job Titles
1 6 (31.58%) Artificial Intelligence Engineer
1 6 (31.58%) Python Engineer
2 4 (21.05%) Architect
2 4 (21.05%) Artificial Intelligence Architect
2 4 (21.05%) Technical Architect
3 2 (10.53%) Developer
4 1 (5.26%) Automation Developer
4 1 (5.26%) Automation Engineer
4 1 (5.26%) Azure Architect
Libraries, Frameworks & Software Standards
1 12 (63.16%) PyTorch
2 10 (52.63%) Pandas
3 9 (47.37%) AWS CDK
3 9 (47.37%) NumPy
3 9 (47.37%) OpenCV
3 9 (47.37%) SQLAlchemy
4 8 (42.11%) FastAPI
4 8 (42.11%) Hugging Face
5 7 (36.84%) boto
6 5 (26.32%) JWT
6 5 (26.32%) OAuth
7 4 (21.05%) .NET
7 4 (21.05%) React
7 4 (21.05%) REST
7 4 (21.05%) RESTful
8 3 (15.79%) SpaCy
Miscellaneous
1 6 (31.58%) Data Structures
2 5 (26.32%) Algorithms
3 4 (21.05%) Product Ownership
4 2 (10.53%) Cloud Native
5 1 (5.26%) Legacy Systems
Processes & Methodologies
1 19 (100.00%) Artificial Intelligence
1 19 (100.00%) Machine Learning
2 15 (78.95%) Agile
3 11 (57.89%) LLM
4 10 (52.63%) Technical Leadership
5 9 (47.37%) Infrastructure as Code
6 8 (42.11%) OOP
7 7 (36.84%) Async-Await
7 7 (36.84%) Computer Vision
7 7 (36.84%) Kanban
7 7 (36.84%) Scrum
8 6 (31.58%) API Development
8 6 (31.58%) Containerisation
8 6 (31.58%) Pair Programming
8 6 (31.58%) TDD
9 5 (26.32%) Data Cleansing
9 5 (26.32%) Deep Learning
9 5 (26.32%) ETL
9 5 (26.32%) OO
9 5 (26.32%) Software Engineering
Programming Languages
1 19 (100.00%) Python
2 4 (21.05%) C#
2 4 (21.05%) TypeScript
3 1 (5.26%) SQL
Quality Assurance & Compliance
1 7 (36.84%) Accessibility
2 2 (10.53%) Disclosure Scotland
System Software
1 2 (10.53%) Docker
Systems Management
1 9 (47.37%) Grafana
2 7 (36.84%) Kubernetes
Vendors
1 3 (15.79%) Microsoft
1 3 (15.79%) OpenAI