Critical Thinking Contracts in Scotland

Critical Thinking
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Critical Thinking skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Critical Thinking over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 97 118 152
Rank change year-on-year +21 +34 -7
Contract jobs citing Critical Thinking 19 11 11
As % of all contract jobs advertised in Scotland 1.17% 0.50% 0.38%
As % of the Processes & Methodologies category 1.25% 0.56% 0.41%
Number of daily rates quoted 8 8 8
10th Percentile £459 £374 £387
25th Percentile £462 £422 £400
Median daily rate (50th Percentile) £495 £450 £425
Median % change year-on-year +10.00% +5.88% +6.25%
75th Percentile £711 £600 £478
90th Percentile £711 £638 £574
UK median daily rate £550 £525 £525
% change year-on-year +4.76% - +5.00%
Number of hourly rates quoted 0 0 2
10th Percentile - - £21.30
25th Percentile - - £21.36
Median hourly rate - - £21.47
75th Percentile - - £21.57
90th Percentile - - £21.63
UK median hourly rate £43.00 £26.00 £21.67
% change year-on-year +65.38% +19.98% -59.50%

All Process and Methodology Skills
Scotland

Critical Thinking 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 1,518 1,963 2,651
As % of all contract IT jobs advertised in Scotland 93.42% 88.54% 92.63%
Number of daily rates quoted 920 1,196 1,908
10th Percentile £263 £229 £263
25th Percentile £375 £400 £408
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +2.15%
75th Percentile £550 £588 £556
90th Percentile £606 £675 £650
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 47 94 54
10th Percentile £16.19 £12.36 £10.63
25th Percentile £17.30 £16.00 £11.51
Median hourly rate £21.59 £19.34 £17.72
Median % change year-on-year +11.66% +9.11% -55.69%
75th Percentile £24.66 £40.94 £53.75
90th Percentile £51.48 £60.75 £66.09
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Critical Thinking
Job Vacancy Trend in Scotland

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

Job vacancy trend for Critical Thinking in Scotland

Critical Thinking
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Critical Thinking in Scotland.

Daily rate trend for Critical Thinking in Scotland

Critical Thinking
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Critical Thinking in Scotland over the 6 months to 1 May 2025.

Daily rate histogram for Critical Thinking in Scotland

Critical Thinking
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing Critical Thinking in Scotland.

Hourly rate trend for Critical Thinking in Scotland

Critical Thinking
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 Critical Thinking within the Scotland region over the 6 months to 1 May 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
Glasgow +17 19 £495 +16.47% 12
Critical Thinking
UK

Critical Thinking
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:

Applications
1 1 (5.26%) Microsoft Office
1 1 (5.26%) Microsoft Project
1 1 (5.26%) MS Visio
Cloud Services
1 13 (68.42%) Cloud Computing
2 7 (36.84%) Azure
3 6 (31.58%) AWS
4 2 (10.53%) GCP
5 1 (5.26%) Azure DevOps
Database & Business Intelligence
1 1 (5.26%) MongoDB
1 1 (5.26%) NoSQL
General
1 17 (89.47%) Social Skills
2 15 (78.95%) Finance
3 10 (52.63%) Banking
3 10 (52.63%) Investment Banking
4 4 (21.05%) Analytical Skills
5 1 (5.26%) Influencing Skills
5 1 (5.26%) Organisational Skills
5 1 (5.26%) Presentation Skills
5 1 (5.26%) Public Sector
Job Titles
1 8 (42.11%) Artificial Intelligence Engineer
1 8 (42.11%) JavaScript Engineer
1 8 (42.11%) Python Engineer
2 6 (31.58%) Architect
2 6 (31.58%) Solutions Architect
3 3 (15.79%) Developer
4 2 (10.53%) Artificial Intelligence Developer
5 1 (5.26%) Analyst
5 1 (5.26%) Business Analyst
5 1 (5.26%) Project Manager
Libraries, Frameworks & Software Standards
1 1 (5.26%) JMS
1 1 (5.26%) Spring
Miscellaneous
1 14 (73.68%) Distributed Systems
2 8 (42.11%) Management Information System
3 4 (21.05%) Cloud Native
4 1 (5.26%) Data Protection Act
4 1 (5.26%) Enterprise Software
4 1 (5.26%) PMI
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 17 (89.47%) Problem-Solving
2 13 (68.42%) Data Security
2 13 (68.42%) Decision-Making
3 11 (57.89%) Artificial Intelligence
3 11 (57.89%) Community of Practice
3 11 (57.89%) Data Science
3 11 (57.89%) Experimental Design
3 11 (57.89%) Machine Learning
3 11 (57.89%) Natural Language Processing
3 11 (57.89%) Risk Management
3 11 (57.89%) Statistical Analysis
4 9 (47.37%) Data-Driven Decision Making
4 9 (47.37%) Task Automation
5 6 (31.58%) Architectural Patterns
5 6 (31.58%) Enterprise Architecture
6 4 (21.05%) Event-Driven
6 4 (21.05%) Event-Driven Architecture
7 3 (15.79%) Analytical Thinking
7 3 (15.79%) OO
8 2 (10.53%) Agile
Programming Languages
1 12 (63.16%) Java
1 12 (63.16%) Python
2 11 (57.89%) JavaScript
2 11 (57.89%) TypeScript
3 1 (5.26%) SQL
Qualifications
1 6 (31.58%) AWS Certification
2 4 (21.05%) AWS Certified Solutions Architect
2 4 (21.05%) Azure Certification
3 1 (5.26%) Degree
3 1 (5.26%) Microsoft Certification
3 1 (5.26%) PMI Certification
3 1 (5.26%) TOGAF Certification
Quality Assurance & Compliance
1 1 (5.26%) PMO
Systems Management
1 1 (5.26%) EMC NetWorker
Vendors
1 2 (10.53%) Microsoft
2 1 (5.26%) Google
2 1 (5.26%) Sybase