Problem-Solving Contract Job Trends in Scotland

Problem Solving
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Problem-Solving skills. It covers contract job vacancies from the 6 months leading up to 16 September 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 5 4 11
Rank change year-on-year -1 +7 0
Contract jobs citing Problem-Solving 313 301 183
As % of all contract jobs in Scotland 13.33% 18.80% 9.83%
As % of the Processes & Methodologies category 15.87% 20.62% 11.37%
Number of daily rates quoted 143 153 121
10th Percentile £205 £168 £156
25th Percentile £356 £358 £301
Median daily rate (50th Percentile) £450 £450 £450
Median % change year-on-year - - -3.17%
75th Percentile £578 £538 £538
90th Percentile £713 £588 £613
UK median daily rate £500 £480 £500
% change year-on-year +4.17% -4.00% -1.96%
Number of hourly rates quoted 64 8 13
10th Percentile £13.00 £14.73 £12.06
25th Percentile £13.45 £15.96 £12.30
Median hourly rate £13.50 £20.75 £15.00
Median % change year-on-year -34.94% +38.33% -72.73%
75th Percentile £16.02 £25.15 £19.50
90th Percentile £18.75 £35.61 £24.18
UK median hourly rate £18.63 £19.63 £16.23
% change year-on-year -5.10% +20.92% -69.76%

All Process & Methodology Skills
Scotland

Problem-Solving 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 1,972 1,460 1,609
As % of all contract IT jobs advertised in Scotland 83.99% 91.19% 86.41%
Number of daily rates quoted 1,044 807 979
10th Percentile £263 £263 £213
25th Percentile £375 £391 £363
Median daily rate (50th Percentile) £470 £465 £450
Median % change year-on-year +1.08% +3.33% -5.26%
75th Percentile £563 £538 £552
90th Percentile £675 £600 £675
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -2.78%
Number of hourly rates quoted 131 102 46
10th Percentile - £16.84 £12.30
25th Percentile £13.45 £17.87 £14.63
Median hourly rate £16.86 £20.00 £20.94
Median % change year-on-year -15.70% -4.48% +6.88%
75th Percentile £35.00 £25.15 £24.18
90th Percentile £63.75 £29.80 £51.50
UK median hourly rate £40.00 £25.15 £43.00
% change year-on-year +59.05% -41.51% +1.18%

Problem-Solving
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing Problem-Solving relative to all contract IT jobs advertised in Scotland.

Problem-Solving job vacancy trend in Scotland

Problem-Solving
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Problem-Solving.

Contractor daily rate distribution trend for jobs in Scotland citing Problem-Solving

Problem-Solving
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Problem-Solving in Scotland over the 6 months to 16 September 2026.

Daily rate histogram for Problem-Solving in Scotland

Problem-Solving
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing Problem-Solving.

Contractor hourly rate distribution trend for jobs in Scotland citing Problem-Solving

Problem-Solving
Hourly Rate Histogram in Scotland

Hourly rate distribution of jobs citing Problem-Solving in Scotland over the 6 months to 16 September 2026.

Hourly rate histogram for Problem-Solving in Scotland

Problem-Solving
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 Problem-Solving within the Scotland region over the 6 months to 16 September 2026. 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 -2 145 £402 -14.92% 235
Edinburgh -3 80 £463 +1.37% 287
Highlands 0 40 £716 +90.93% 11
West Lothian -1 11 £415 +137.14% 16
Aberdeen -4 6 £775 +217.95% 45
Dunbartonshire - 6 - - 2
Stirling 0 3 - - 6
Moray -2 3 - - 1
Dumfries and Galloway - 3 £450 -
Clackmannanshire - 3 - - 2
Falkirk - 3 - - 4
Lanarkshire - 2 £350 - 125
Renfrewshire - 2 - - 16
Perthshire -3 1 £760 +32.17% 1
Dundee -4 1 - - 12
South Lanarkshire -8 1 - - 4
Aberdeenshire - 1 - - 26
Problem-Solving
UK

Problem-Solving
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 13 (4.15%) SharePoint
2 12 (3.83%) Confluence
3 5 (1.60%) Apache Spark
4 4 (1.28%) Apache
5 3 (0.96%) Apache Airflow
6 1 (0.32%) MS Project Server
6 1 (0.32%) SAS
6 1 (0.32%) WordPress
Applications
1 34 (10.86%) Microsoft Excel
2 23 (7.35%) Microsoft Office
3 19 (6.07%) Microsoft PowerPoint
4 10 (3.19%) MS Visio
5 5 (1.60%) Adobe Creative Suite
6 2 (0.64%) Chatbot
6 2 (0.64%) Microsoft Project
7 1 (0.32%) Trello
Business Applications
1 9 (2.88%) SAP GRC
1 9 (2.88%) SAP S/4HANA
2 4 (1.28%) Oracle EBS
3 2 (0.64%) Dynamics CRM
3 2 (0.64%) Workday HCM
4 1 (0.32%) assyst
4 1 (0.32%) Oracle ERP
4 1 (0.32%) Oracle Financials
4 1 (0.32%) Oracle Payables
4 1 (0.32%) Oracle Procure-to-Pay
4 1 (0.32%) Salesforce CRM
Cloud Services
1 44 (14.06%) Azure
2 34 (10.86%) Microsoft 365
3 27 (8.63%) AWS
4 19 (6.07%) GCP
5 18 (5.75%) Power Platform
6 16 (5.11%) Entra ID
6 16 (5.11%) GitHub
7 8 (2.56%) Anthropic Claude
7 8 (2.56%) ChatGPT
8 7 (2.24%) Azure DevOps
8 7 (2.24%) GitHub Copilot
8 7 (2.24%) SaaS
9 6 (1.92%) Amazon S3
9 6 (1.92%) GitHub Actions
9 6 (1.92%) OpenShift
10 5 (1.60%) AWS CloudFormation
10 5 (1.60%) Figma
10 5 (1.60%) Google Play
10 5 (1.60%) OCI
10 5 (1.60%) Virtual Private Cloud
Communications & Networking
1 11 (3.51%) LAN
1 11 (3.51%) WAN
2 10 (3.19%) TCP/IP
3 7 (2.24%) Network Security
3 7 (2.24%) Wi-Fi
4 6 (1.92%) MPLS
4 6 (1.92%) SAN
5 5 (1.60%) Broadband
5 5 (1.60%) DNS
5 5 (1.60%) Firewall
5 5 (1.60%) SDH
6 4 (1.28%) HTTP
6 4 (1.28%) Remote Desktop
7 3 (0.96%) BIG-IP
7 3 (0.96%) HTTPS
8 2 (0.64%) DHCP
8 2 (0.64%) NAS
8 2 (0.64%) VoIP
8 2 (0.64%) VPN
8 2 (0.64%) Wireless
Database & Business Intelligence
1 16 (5.11%) Relational Database
2 15 (4.79%) Power BI
3 14 (4.47%) MongoDB
4 9 (2.88%) Db2
4 9 (2.88%) Metadata
5 5 (1.60%) DynamoDB
6 4 (1.28%) Oracle Database
6 4 (1.28%) Oracle Reports
6 4 (1.28%) SQL Server
6 4 (1.28%) Tableau
7 3 (0.96%) Amazon Athena
7 3 (0.96%) Data Lake
7 3 (0.96%) Data Warehouse
7 3 (0.96%) Oracle BI Publisher
7 3 (0.96%) PostgreSQL
8 2 (0.64%) Delta Lake
8 2 (0.64%) Flink
8 2 (0.64%) MySQL
8 2 (0.64%) Oracle Database 10g
8 2 (0.64%) Snowflake Schema
Development Applications
1 25 (7.99%) Git
2 23 (7.35%) JIRA
3 15 (4.79%) Jenkins
4 7 (2.24%) Gradle
5 6 (1.92%) GitLab
6 5 (1.60%) Android Studio
7 3 (0.96%) Cypress.io
7 3 (0.96%) Postman
7 3 (0.96%) REST Assured
7 3 (0.96%) Selenium
8 2 (0.64%) Appium
8 2 (0.64%) Bitbucket
8 2 (0.64%) Claude Code
8 2 (0.64%) Cucumber
8 2 (0.64%) JUnit
8 2 (0.64%) Maven
8 2 (0.64%) SpecFlow
9 1 (0.32%) GoCD
9 1 (0.32%) Subversion
9 1 (0.32%) Zephyr
General
1 193 (61.66%) Social Skills
2 109 (34.82%) Analytical Skills
3 86 (27.48%) Finance
4 31 (9.90%) Banking
5 28 (8.95%) Back Office
6 23 (7.35%) Organisational Skills
6 23 (7.35%) Public Sector
7 13 (4.15%) Investment Banking
8 10 (3.19%) Front Office
9 8 (2.56%) Telecoms
10 7 (2.24%) Documentation Skills
11 6 (1.92%) Billing
11 6 (1.92%) Influencing Skills
11 6 (1.92%) Legal
12 4 (1.28%) Marketing
12 4 (1.28%) Military
13 3 (0.96%) General Ledger
13 3 (0.96%) Presentation Skills
13 3 (0.96%) Retail
14 2 (0.64%) Manufacturing
Job Titles
1 46 (14.70%) Developer
2 39 (12.46%) Analyst
3 27 (8.63%) Customer Service Advisor
4 23 (7.35%) Administrator
5 19 (6.07%) Senior
6 14 (4.47%) IT Support
7 13 (4.15%) Consultant
8 12 (3.83%) IT Engineer
8 12 (3.83%) Project Manager
9 11 (3.51%) Infrastructure Engineer
9 11 (3.51%) Java Developer
10 10 (3.19%) Data Engineer
10 10 (3.19%) Network Engineer
10 10 (3.19%) Python Developer
10 10 (3.19%) Service Analyst
10 10 (3.19%) Support Engineer
11 9 (2.88%) 1st Line Support
11 9 (2.88%) Architect
11 9 (2.88%) Business Analyst
11 9 (2.88%) Lead
Libraries, Frameworks & Software Standards
1 19 (6.07%) REST
2 12 (3.83%) RESTful
3 11 (3.51%) Kafka
3 11 (3.51%) Terraform
4 9 (2.88%) SAP Fiori
5 7 (2.24%) Spring
6 6 (1.92%) PySpark
6 6 (1.92%) Spring Boot
6 6 (1.92%) Streamlit
7 5 (1.60%) Android Jetpack
7 5 (1.60%) Core Data
7 5 (1.60%) HTML
7 5 (1.60%) Jetpack Compose
7 5 (1.60%) JSON
7 5 (1.60%) RabbitMQ
7 5 (1.60%) Retrofit
7 5 (1.60%) RxSwift
7 5 (1.60%) SwiftUI
7 5 (1.60%) UIKit
7 5 (1.60%) Web Services
Miscellaneous
1 18 (5.75%) Data Centre
2 13 (4.15%) Distributed Systems
3 12 (3.83%) Data Protection Act
4 11 (3.51%) Mobile App
5 10 (3.19%) Product Ownership
6 9 (2.88%) Derivative
7 8 (2.56%) Data Structures
7 8 (2.56%) Equity Derivative
7 8 (2.56%) Onboarding
8 7 (2.24%) Cloud Native
8 7 (2.24%) Management Information System
9 6 (1.92%) AI Agents
10 5 (1.60%) Operational Technology
10 5 (1.60%) Social Media
11 4 (1.28%) Analytical Mindset
11 4 (1.28%) CCTV
11 4 (1.28%) CMDB
11 4 (1.28%) Driving Licence
11 4 (1.28%) Enterprise Software
11 4 (1.28%) Self-Motivation
Operating Systems
1 36 (11.50%) Windows
2 25 (7.99%) Linux
3 15 (4.79%) Android
4 13 (4.15%) Windows 10
5 11 (3.51%) Apple iOS
6 7 (2.24%) Unix
7 6 (1.92%) Mac OS
8 3 (0.96%) Embedded Linux
9 2 (0.64%) Windows Server
10 1 (0.32%) Red Hat Enterprise Linux
Processes & Methodologies
1 71 (22.68%) Agile
2 66 (21.09%) Customer Service
3 52 (16.61%) Stakeholder Management
4 48 (15.34%) Continuous Improvement
5 41 (13.10%) CI/CD
6 38 (12.14%) AI
7 37 (11.82%) DevOps
8 34 (10.86%) Stakeholder Engagement
9 30 (9.58%) ITIL
9 30 (9.58%) Scrum
10 28 (8.95%) Analytics
11 25 (7.99%) Risk Management
12 24 (7.67%) Decision-Making
12 24 (7.67%) Project Delivery
13 23 (7.35%) Data Protection
14 22 (7.03%) ITSM
15 20 (6.39%) Collaborative Working
15 20 (6.39%) Infrastructure Engineering
15 20 (6.39%) Migration
15 20 (6.39%) Test Automation
Programming Languages
1 49 (15.65%) Python
2 38 (12.14%) SQL
3 30 (9.58%) Java
4 18 (5.75%) C++
5 12 (3.83%) PowerShell
6 10 (3.19%) JavaScript
7 7 (2.24%) C#
7 7 (2.24%) Perl
7 7 (2.24%) PL/SQL
8 6 (1.92%) Bash
9 5 (1.60%) Kotlin
9 5 (1.60%) Swift
10 3 (0.96%) C
10 3 (0.96%) Embedded C
10 3 (0.96%) Embedded C++
10 3 (0.96%) TypeScript
11 2 (0.64%) VBScript
12 1 (0.32%) ActionScript
12 1 (0.32%) PHP
12 1 (0.32%) Scala
Qualifications
1 45 (14.38%) Security Cleared
2 40 (12.78%) SC Cleared
3 17 (5.43%) Degree
4 11 (3.51%) A+ Certification
5 9 (2.88%) HND
6 8 (2.56%) ITIL Foundation Certificate
7 7 (2.24%) CCNA
7 7 (2.24%) Cisco Certification
8 6 (1.92%) Microsoft Certification
9 5 (1.60%) BPSS Clearance
9 5 (1.60%) MCSE
10 4 (1.28%) HNC
10 4 (1.28%) ITIL Certification
10 4 (1.28%) Network+ Certification
11 3 (0.96%) AWS Certification
11 3 (0.96%) AWS Certified Solutions Architect
11 3 (0.96%) CCNP
11 3 (0.96%) DV Cleared
12 2 (0.64%) Computer Science Degree
12 2 (0.64%) ISTQB
Quality Assurance & Compliance
1 25 (7.99%) Data Quality
2 12 (3.83%) GRC
2 12 (3.83%) SLA
3 9 (2.88%) QA
4 8 (2.56%) Accessibility
5 5 (1.60%) Disclosure Scotland
6 3 (0.96%) ISO/IEC 27001
6 3 (0.96%) PMO
7 2 (0.64%) COBIT
7 2 (0.64%) GDPR
7 2 (0.64%) ISO 20022
7 2 (0.64%) ISO 31000
7 2 (0.64%) ISO/IEC 27005
7 2 (0.64%) NCSC
7 2 (0.64%) NIST
8 1 (0.32%) Cyber Essentials
8 1 (0.32%) PCI DSS
System Software
1 32 (10.22%) Active Directory
2 15 (4.79%) Docker
3 9 (2.88%) VMware Infrastructure
4 4 (1.28%) Virtual Desktop
5 3 (0.96%) Hyper-V
5 3 (0.96%) VMware ESXi
5 3 (0.96%) vSphere
6 1 (0.32%) Virtual Servers
6 1 (0.32%) VMware NSX
Systems Management
1 20 (6.39%) Kubernetes
2 6 (1.92%) Ansible
3 4 (1.28%) NetBackup
3 4 (1.28%) Systems Management Server (SMS)
4 3 (0.96%) Cisco Prime
4 3 (0.96%) Microsoft Intune
4 3 (0.96%) SCCM
4 3 (0.96%) SolarWinds Orion
5 2 (0.64%) Grafana
5 2 (0.64%) SCOM
5 2 (0.64%) Single Sign-On
6 1 (0.32%) Kibana
6 1 (0.32%) logstash
6 1 (0.32%) Progress Chef
6 1 (0.32%) Puppet
6 1 (0.32%) vCenter Server
Vendors
1 98 (31.31%) Microsoft
2 20 (6.39%) Oracle
2 20 (6.39%) ServiceNow
3 16 (5.11%) Google
4 10 (3.19%) SAP
4 10 (3.19%) VMware
5 9 (2.88%) Cisco
5 9 (2.88%) Splunk
6 8 (2.56%) Adobe
6 8 (2.56%) IBM
6 8 (2.56%) Sybase
7 6 (1.92%) Computacenter
7 6 (1.92%) Databricks
8 5 (1.60%) Citrix
8 5 (1.60%) MuleSoft
8 5 (1.60%) Nokia
9 4 (1.28%) Dell
10 3 (0.96%) Apple
10 3 (0.96%) F5
10 3 (0.96%) Salesforce