Problem-Solving Contract Job Trends in Glasgow

Problem Solving
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Problem-Solving skills. It covers contract job vacancies from the 6 months leading up to 23 June 2026, with comparisons to the same periods in the previous two years.

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 6 4 17
Rank change year-on-year -2 +13 -4
Contract jobs citing Problem-Solving 148 206 72
As % of all contract jobs in Glasgow 16.07% 26.96% 9.34%
As % of the Processes & Methodologies category 19.05% 29.18% 10.34%
Number of daily rates quoted 76 132 49
10th Percentile £196 £300 £156
25th Percentile £325 £404 £174
Median daily rate (50th Percentile) £402 £475 £418
Median % change year-on-year -15.37% +13.77% -16.50%
75th Percentile £528 £575 £488
90th Percentile £644 £625 £613
Scotland median daily rate £438 £464 £475
% change year-on-year -5.66% -2.37% -
Number of hourly rates quoted 13 3 2
10th Percentile £13.46 £14.14 £15.75
25th Percentile £13.50 £14.50 £15.88
Median hourly rate £15.45 £15.09 £17.17
Median % change year-on-year +2.39% -12.11% -64.03%
75th Percentile £16.33 £17.50 £18.88
90th Percentile £16.43 £18.95 £19.25
Scotland median hourly rate £13.45 £22.00 £16.16
% change year-on-year -38.86% +36.18% -24.01%

All Process & Methodology Skills
Glasgow

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 Glasgow.

Contract vacancies with a requirement for process or methodology skills 777 706 696
As % of all contract IT jobs advertised in Glasgow 84.36% 92.41% 90.27%
Number of daily rates quoted 450 448 467
10th Percentile £285 £300 £269
25th Percentile £358 £370 £373
Median daily rate (50th Percentile) £461 £465 £450
Median % change year-on-year -0.70% +3.22% -10.00%
75th Percentile £575 £550 £558
90th Percentile £675 £600 £619
Scotland median daily rate £460 £463 £458
% change year-on-year -0.54% +1.09% -3.68%
Number of hourly rates quoted 27 18 32
10th Percentile £13.48 £16.31 £11.59
25th Percentile £14.07 £16.84 £15.92
Median hourly rate £17.00 £19.90 £40.94
Median % change year-on-year -14.57% -51.39% +187.30%
75th Percentile £66.25 £26.21 £57.50
90th Percentile £77.50 £68.07 £73.75
Scotland median hourly rate £19.33 £20.00 £20.57
% change year-on-year -3.35% -2.77% +26.62%

Problem-Solving
Job Vacancy Trend in Glasgow

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

Problem-Solving job vacancy trend in Glasgow

Problem-Solving
Daily Rate Trend in Glasgow

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

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

Problem-Solving
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Problem-Solving in Glasgow over the 6 months to 23 June 2026.

Daily rate histogram for Problem-Solving in Glasgow

Problem-Solving
Hourly Rate Trend in Glasgow

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

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

Problem-Solving
Co-Occurring Skills & Capabilities in Glasgow 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 (8.78%) Confluence
2 7 (4.73%) Apache Spark
3 3 (2.03%) Apache
3 3 (2.03%) SharePoint
4 1 (0.68%) CICS
4 1 (0.68%) Moodle
4 1 (0.68%) MS Project Server
4 1 (0.68%) WordPress
Applications
1 11 (7.43%) Microsoft Excel
2 6 (4.05%) Microsoft PowerPoint
3 5 (3.38%) MS Visio
4 4 (2.70%) Microsoft Project
5 3 (2.03%) Microsoft Office
Business Applications
1 2 (1.35%) IntelliMatch
1 2 (1.35%) Payment Gateway
2 1 (0.68%) Dynamics CRM
Cloud Services
1 29 (19.59%) Azure
2 15 (10.14%) AWS
3 10 (6.76%) GitHub
4 8 (5.41%) Anthropic Claude
4 8 (5.41%) Azure DevOps
4 8 (5.41%) ChatGPT
4 8 (5.41%) OpenShift
5 7 (4.73%) GCP
5 7 (4.73%) GitHub Copilot
5 7 (4.73%) Power Platform
6 6 (4.05%) Microsoft 365
7 4 (2.70%) Collibra
8 3 (2.03%) Amazon EKS
8 3 (2.03%) Amazon SageMaker
8 3 (2.03%) Azure Data Factory
8 3 (2.03%) Entra ID
8 3 (2.03%) GitHub Actions
9 2 (1.35%) Alation
9 2 (1.35%) Microsoft Copilot
9 2 (1.35%) Snowflake
Communications & Networking
1 10 (6.76%) SAN
2 6 (4.05%) NAS
3 5 (3.38%) WAN
4 3 (2.03%) Remote Desktop
4 3 (2.03%) SD-WAN
5 2 (1.35%) LAN
5 2 (1.35%) MPLS
5 2 (1.35%) SDH
6 1 (0.68%) DHCP
6 1 (0.68%) DNS
6 1 (0.68%) Ethernet VPN
6 1 (0.68%) Firewall
6 1 (0.68%) Internet
6 1 (0.68%) Intranet
6 1 (0.68%) Network Security
6 1 (0.68%) VoIP
6 1 (0.68%) VSAN
Database & Business Intelligence
1 17 (11.49%) Relational Database
2 14 (9.46%) Metadata
2 14 (9.46%) MongoDB
3 9 (6.08%) Db2
4 7 (4.73%) Power BI
5 6 (4.05%) Big Data
5 6 (4.05%) Oracle Database
6 4 (2.70%) DynamoDB
6 4 (2.70%) Hadoop
6 4 (2.70%) Tableau
7 3 (2.03%) Data Lake
7 3 (2.03%) Flink
7 3 (2.03%) MySQL
7 3 (2.03%) PostgreSQL
8 2 (1.35%) NoSQL
8 2 (1.35%) Oracle Database 10g
9 1 (0.68%) Amazon RDS
9 1 (0.68%) Data Warehouse
9 1 (0.68%) Oracle Database 11g
9 1 (0.68%) Oracle Reports
Development Applications
1 17 (11.49%) Git
2 15 (10.14%) JIRA
3 8 (5.41%) Jenkins
4 3 (2.03%) Cypress.io
4 3 (2.03%) Postman
4 3 (2.03%) REST Assured
4 3 (2.03%) Selenium
5 2 (1.35%) Appium
5 2 (1.35%) Cucumber
5 2 (1.35%) Gradle
5 2 (1.35%) JUnit
5 2 (1.35%) Maven
5 2 (1.35%) SpecFlow
6 1 (0.68%) GoCD
6 1 (0.68%) Mocha
6 1 (0.68%) Oracle Forms
6 1 (0.68%) PVCS
6 1 (0.68%) Subversion
6 1 (0.68%) TestNG
General
1 86 (58.11%) Social Skills
2 72 (48.65%) Analytical Skills
3 51 (34.46%) Finance
4 23 (15.54%) Banking
5 14 (9.46%) Public Sector
6 11 (7.43%) Legal
7 10 (6.76%) Investment Banking
8 9 (6.08%) Front Office
9 8 (5.41%) Documentation Skills
9 8 (5.41%) Influencing Skills
10 5 (3.38%) Billing
10 5 (3.38%) Financial Institution
11 4 (2.70%) Organisational Skills
12 3 (2.03%) Presentation Skills
13 2 (1.35%) Telecoms
14 1 (0.68%) Local Government
14 1 (0.68%) Prime Brokerage
14 1 (0.68%) Retail Banking
14 1 (0.68%) Synthetic Prime Brokerage
Job Titles
1 33 (22.30%) Analyst
2 22 (14.86%) Developer
3 15 (10.14%) Business Analyst
4 14 (9.46%) Java Developer
5 13 (8.78%) Senior
6 10 (6.76%) Data Engineer
6 10 (6.76%) Field Engineer
7 9 (6.08%) Automation Engineer
8 7 (4.73%) Data Analyst
8 7 (4.73%) Infrastructure Engineer
8 7 (4.73%) Project Manager
9 6 (4.05%) Administrator
9 6 (4.05%) Python Developer
9 6 (4.05%) Senior Developer
9 6 (4.05%) Windows Engineer
10 5 (3.38%) Architect
10 5 (3.38%) Business Systems Analyst
10 5 (3.38%) Printer Engineer
10 5 (3.38%) Systems Analyst
10 5 (3.38%) Windows Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 13 (8.78%) REST
2 10 (6.76%) Spring
3 9 (6.08%) Spring Boot
4 8 (5.41%) Kafka
5 7 (4.73%) PySpark
5 7 (4.73%) Streamlit
6 6 (4.05%) RESTful
7 5 (3.38%) JSON
8 4 (2.70%) Celery
8 4 (2.70%) Loki
8 4 (2.70%) RabbitMQ
8 4 (2.70%) React
8 4 (2.70%) Web Services
9 3 (2.03%) CSS
9 3 (2.03%) HTML
9 3 (2.03%) HTML5
9 3 (2.03%) Model Context Protocol
9 3 (2.03%) Playwright
10 2 (1.35%) Node.js
10 2 (1.35%) Spring MVC
Miscellaneous
1 14 (9.46%) Product Ownership
2 12 (8.11%) Virtual Team
3 11 (7.43%) Cloud Native
3 11 (7.43%) Data Centre
4 8 (5.41%) Derivative
4 8 (5.41%) Equity Derivative
5 6 (4.05%) Driving Licence
5 6 (4.05%) Onboarding
6 5 (3.38%) Data Structures
6 5 (3.38%) Legacy Systems
7 4 (2.70%) Analytical Mindset
7 4 (2.70%) CMDB
7 4 (2.70%) Reference Data
8 3 (2.03%) Data Protection Act
8 3 (2.03%) Distributed Systems
8 3 (2.03%) Management Information System
8 3 (2.03%) Operational Technology
8 3 (2.03%) Self-Motivation
9 2 (1.35%) CCTV
9 2 (1.35%) PMI
Operating Systems
1 29 (19.59%) Windows
2 9 (6.08%) Unix
3 6 (4.05%) Android
3 6 (4.05%) Windows Server
4 5 (3.38%) Windows 10
5 4 (2.70%) Linux
6 2 (1.35%) Mac OS
7 1 (0.68%) Apple iOS
7 1 (0.68%) Windows Server 2019
Processes & Methodologies
1 47 (31.76%) Agile
2 30 (20.27%) CI/CD
3 29 (19.59%) Decision-Making
3 29 (19.59%) DevOps
4 28 (18.92%) Stakeholder Engagement
4 28 (18.92%) Stakeholder Management
5 23 (15.54%) Data Governance
5 23 (15.54%) Scrum
6 21 (14.19%) Customer Service
6 21 (14.19%) Migration
7 20 (13.51%) Continuous Improvement
8 19 (12.84%) Data Analysis
9 18 (12.16%) Data Modelling
9 18 (12.16%) Test Automation
10 17 (11.49%) Data Pipeline
10 17 (11.49%) Machine Learning
10 17 (11.49%) TDD
11 16 (10.81%) Analytics
11 16 (10.81%) Data Lineage
12 15 (10.14%) Data Protection
Programming Languages
1 41 (27.70%) Python
2 34 (22.97%) SQL
3 30 (20.27%) Java
4 9 (6.08%) PowerShell
5 8 (5.41%) C++
6 7 (4.73%) JavaScript
6 7 (4.73%) Perl
7 5 (3.38%) PL/SQL
8 3 (2.03%) C#
9 2 (1.35%) PHP
9 2 (1.35%) TypeScript
10 1 (0.68%) COBOL
10 1 (0.68%) JCL
10 1 (0.68%) Scala
10 1 (0.68%) VB
Qualifications
1 19 (12.84%) Security Cleared
2 15 (10.14%) Degree
3 12 (8.11%) SC Cleared
4 5 (3.38%) CCNA
4 5 (3.38%) Cisco Certification
5 4 (2.70%) A+ Certification
5 4 (2.70%) Computer Science Degree
5 4 (2.70%) HND
5 4 (2.70%) MCSE
5 4 (2.70%) Microsoft Certification
5 4 (2.70%) Network+ Certification
6 3 (2.03%) BPSS Clearance
7 2 (1.35%) DV Cleared
7 2 (1.35%) ISTQB
7 2 (1.35%) PMI Certification
8 1 (0.68%) AWS Certified Solutions Architect
8 1 (0.68%) CCNP
8 1 (0.68%) IIBA
8 1 (0.68%) ITIL Certification
8 1 (0.68%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 23 (15.54%) Data Quality
2 10 (6.76%) SLA
3 7 (4.73%) QA
4 5 (3.38%) GDPR
5 3 (2.03%) Disclosure Scotland
5 3 (2.03%) GRC
6 2 (1.35%) COBIT
6 2 (1.35%) ISO 20022
6 2 (1.35%) ISO 31000
6 2 (1.35%) ISO 8583
6 2 (1.35%) ISO/IEC 27005
7 1 (0.68%) Accessibility
7 1 (0.68%) ISO/IEC 27001
7 1 (0.68%) PCI DSS
7 1 (0.68%) PMO
7 1 (0.68%) Sarbanes-Oxley
System Software
1 8 (5.41%) Docker
2 7 (4.73%) Active Directory
3 2 (1.35%) VMware Infrastructure
3 2 (1.35%) vSphere
4 1 (0.68%) Hyper-V
4 1 (0.68%) Virtual Desktop
4 1 (0.68%) VMware NSX
Systems Management
1 23 (15.54%) Kubernetes
2 7 (4.73%) Terraform
3 6 (4.05%) Grafana
3 6 (4.05%) NetBackup
3 6 (4.05%) Prometheus
4 5 (3.38%) Ansible
5 3 (2.03%) FortiGate
5 3 (2.03%) Microsoft Intune
6 2 (1.35%) SCCM
6 2 (1.35%) Systems Management Server (SMS)
7 1 (0.68%) Cisco Prime
7 1 (0.68%) SolarWinds Orion
Vendors
1 41 (27.70%) Microsoft
2 19 (12.84%) Oracle
3 11 (7.43%) Databricks
4 10 (6.76%) Dell
5 8 (5.41%) Sybase
6 7 (4.73%) IBM
7 6 (4.05%) ServiceNow
7 6 (4.05%) Veritas
8 5 (3.38%) Canon
8 5 (3.38%) Cisco
8 5 (3.38%) Computacenter
8 5 (3.38%) HP
8 5 (3.38%) MuleSoft
9 4 (2.70%) Google
10 3 (2.03%) Palo Alto
10 3 (2.03%) Salesforce
11 2 (1.35%) Alteryx
11 2 (1.35%) FIS
11 2 (1.35%) Fiserv
11 2 (1.35%) VMware