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 3 April 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Apr 2026
Same period 2025 Same period 2024
Rank 6 7 17
Rank change year-on-year +1 +10 0
Contract jobs citing Problem-Solving 118 182 91
As % of all contract jobs in Glasgow 16.91% 21.77% 9.71%
As % of the Processes & Methodologies category 20.67% 23.24% 10.54%
Number of daily rates quoted 75 127 62
10th Percentile £224 £308 £182
25th Percentile £354 £405 £350
Median daily rate (50th Percentile) £425 £450 £450
Median % change year-on-year -5.56% - -10.00%
75th Percentile £538 £538 £500
90th Percentile £675 £624 £613
Scotland median daily rate £438 £450 £475
% change year-on-year -2.78% -5.26% -
Number of hourly rates quoted 8 2 6
10th Percentile £16.15 £20.30 £16.09
25th Percentile £16.17 £21.12 £16.50
Median hourly rate £16.25 £23.17 £18.00
Median % change year-on-year -29.85% +28.69% -62.29%
75th Percentile £19.54 £25.79 £19.50
90th Percentile £35.41 £26.97 -
Scotland median hourly rate £13.00 £24.18 £17.50
% change year-on-year -46.24% +38.17% +9.38%

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 571 783 863
As % of all contract IT jobs advertised in Glasgow 81.81% 93.66% 92.10%
Number of daily rates quoted 360 497 545
10th Percentile £306 £308 £313
25th Percentile £375 £373 £400
Median daily rate (50th Percentile) £450 £450 £486
Median % change year-on-year - -7.41% +2.32%
75th Percentile £575 £550 £600
90th Percentile £675 £608 £688
Scotland median daily rate £450 £456 £480
% change year-on-year -1.21% -5.10% +1.05%
Number of hourly rates quoted 13 8 39
10th Percentile £16.11 £16.75 £13.50
25th Percentile £16.17 £18.88 £16.00
Median hourly rate £16.25 £23.17 £18.00
Median % change year-on-year -29.85% +28.69% +44.00%
75th Percentile £46.61 £67.56 £47.35
90th Percentile £54.00 £77.63 £65.00
Scotland median hourly rate £20.00 £23.00 £19.50
% change year-on-year -13.04% +17.95% +10.05%

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 3 April 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
Hourly Rate Histogram in Glasgow

Hourly rate distribution of jobs citing Problem-Solving in Glasgow over the 6 months to 3 April 2026.

Hourly rate histogram for Problem-Solving in Glasgow

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 7 (5.93%) Apache Spark
2 6 (5.08%) Confluence
3 3 (2.54%) Apache
4 2 (1.69%) Apache Airflow
4 2 (1.69%) WordPress
5 1 (0.85%) Camunda
5 1 (0.85%) CICS
5 1 (0.85%) Moodle
5 1 (0.85%) SharePoint
Applications
1 5 (4.24%) Microsoft Excel
2 4 (3.39%) Microsoft Project
3 2 (1.69%) Microsoft PowerPoint
4 1 (0.85%) Adobe Creative Suite
4 1 (0.85%) Adobe Illustrator
4 1 (0.85%) InDesign
4 1 (0.85%) MS Visio
4 1 (0.85%) Photoshop
Business Applications
1 2 (1.69%) IntelliMatch
1 2 (1.69%) Payment Gateway
Cloud Services
1 31 (26.27%) Azure
2 20 (16.95%) AWS
3 8 (6.78%) Snowflake
4 6 (5.08%) GCP
4 6 (5.08%) OpenShift
4 6 (5.08%) Power Platform
4 6 (5.08%) Serverless
5 5 (4.24%) Azure DevOps
6 4 (3.39%) Amazon EKS
6 4 (3.39%) Collibra
7 3 (2.54%) Amazon SageMaker
7 3 (2.54%) Cloud Computing
7 3 (2.54%) Entra ID
7 3 (2.54%) Microsoft 365
8 2 (1.69%) Alation
8 2 (1.69%) Apple Pay
8 2 (1.69%) ChatGPT
8 2 (1.69%) GitHub
8 2 (1.69%) Google Pay
8 2 (1.69%) SaaS
Communications & Networking
1 9 (7.63%) WAN
2 7 (5.93%) SAN
3 6 (5.08%) NAS
4 5 (4.24%) SD-WAN
5 4 (3.39%) LAN
6 3 (2.54%) DNS
7 2 (1.69%) MPLS
7 2 (1.69%) Network Security
7 2 (1.69%) Remote Desktop
7 2 (1.69%) SDH
7 2 (1.69%) TCP/IP
8 1 (0.85%) DHCP
8 1 (0.85%) Firewall
8 1 (0.85%) Internet
8 1 (0.85%) Intranet
8 1 (0.85%) VoIP
8 1 (0.85%) VPN
Database & Business Intelligence
1 10 (8.47%) Relational Database
2 8 (6.78%) Big Data
2 8 (6.78%) Metadata
3 7 (5.93%) Data Warehouse
3 7 (5.93%) Hadoop
3 7 (5.93%) PostgreSQL
4 6 (5.08%) Power BI
5 4 (3.39%) DB2
6 3 (2.54%) Data Lake
6 3 (2.54%) MongoDB
6 3 (2.54%) MySQL
6 3 (2.54%) Oracle Database
6 3 (2.54%) Tableau
7 1 (0.85%) Amazon RDS
7 1 (0.85%) Apache Ignite
7 1 (0.85%) Flink
7 1 (0.85%) HBase
Development Applications
1 16 (13.56%) Git
2 10 (8.47%) JIRA
3 7 (5.93%) Jenkins
4 1 (0.85%) Bitbucket
4 1 (0.85%) JUnit
4 1 (0.85%) Sonatype Nexus
General
1 59 (50.00%) Social Skills
2 47 (39.83%) Analytical Skills
3 45 (38.14%) Finance
4 19 (16.10%) Banking
5 17 (14.41%) Public Sector
6 11 (9.32%) Legal
7 9 (7.63%) Investment Banking
8 8 (6.78%) Influencing Skills
9 6 (5.08%) Financial Institution
10 5 (4.24%) Organisational Skills
11 4 (3.39%) Documentation Skills
11 4 (3.39%) Front Office
12 3 (2.54%) Presentation Skills
13 2 (1.69%) Telecoms
14 1 (0.85%) Billing
14 1 (0.85%) Law
14 1 (0.85%) Prime Brokerage
14 1 (0.85%) Synthetic Prime Brokerage
Job Titles
1 24 (20.34%) Analyst
2 16 (13.56%) Developer
3 15 (12.71%) Senior
4 14 (11.86%) Business Analyst
5 10 (8.47%) Automation Engineer
6 9 (7.63%) Data Engineer
6 9 (7.63%) Field Engineer
7 8 (6.78%) Architect
7 8 (6.78%) Java Developer
8 7 (5.93%) Project Manager
8 7 (5.93%) Senior Developer
9 6 (5.08%) Computer Engineer
9 6 (5.08%) Field Hardware Engineer
9 6 (5.08%) Hardware Engineer
9 6 (5.08%) Platform Engineer
9 6 (5.08%) Printer Engineer
9 6 (5.08%) Site Engineer
9 6 (5.08%) Site Reliability Engineer
9 6 (5.08%) Windows Engineer
10 5 (4.24%) Security Engineer
Libraries, Frameworks & Software Standards
1 13 (11.02%) REST
2 7 (5.93%) Spring
3 6 (5.08%) Kafka
3 6 (5.08%) Loki
4 5 (4.24%) CSS
4 5 (4.24%) Spring Boot
5 4 (3.39%) HTML
6 3 (2.54%) CSS3
6 3 (2.54%) HTML5
6 3 (2.54%) Model Context Protocol
6 3 (2.54%) PySpark
6 3 (2.54%) React
6 3 (2.54%) Streamlit
7 2 (1.69%) AngularJS
7 2 (1.69%) Elastic Stack
7 2 (1.69%) JSON
7 2 (1.69%) JWT
7 2 (1.69%) Node.js
7 2 (1.69%) OAuth
7 2 (1.69%) RabbitMQ
Miscellaneous
1 15 (12.71%) Virtual Team
2 13 (11.02%) Cloud Native
3 9 (7.63%) Data Centre
4 8 (6.78%) Driving Licence
4 8 (6.78%) Legacy Systems
5 6 (5.08%) CMDB
5 6 (5.08%) Product Ownership
6 5 (4.24%) Distributed Systems
6 5 (4.24%) Self-Motivation
7 4 (3.39%) Onboarding
7 4 (3.39%) PMI
7 4 (3.39%) Reference Data
8 3 (2.54%) Analytical Mindset
8 3 (2.54%) Data Protection Act
8 3 (2.54%) Hybrid Cloud
9 2 (1.69%) Cyberattack
9 2 (1.69%) Data Structures
9 2 (1.69%) Derivative
9 2 (1.69%) Enterprise Software
9 2 (1.69%) Security Operations Centre
Operating Systems
1 29 (24.58%) Windows
2 11 (9.32%) Linux
3 9 (7.63%) Unix
4 7 (5.93%) Windows Server
5 3 (2.54%) Windows 10
6 2 (1.69%) Mac OS
7 1 (0.85%) Android
7 1 (0.85%) Apple iOS
7 1 (0.85%) Windows Server 2019
Processes & Methodologies
1 39 (33.05%) Agile
2 27 (22.88%) CI/CD
3 24 (20.34%) DevOps
4 23 (19.49%) Decision-Making
5 22 (18.64%) Stakeholder Management
6 17 (14.41%) Migration
7 16 (13.56%) Continuous Improvement
8 15 (12.71%) Data Modelling
9 14 (11.86%) Data Governance
9 14 (11.86%) Stakeholder Engagement
10 12 (10.17%) Analytics
10 12 (10.17%) Customer Service
10 12 (10.17%) Data Engineering
10 12 (10.17%) ITIL
10 12 (10.17%) Scrum
11 11 (9.32%) AI
11 11 (9.32%) Data Analysis
11 11 (9.32%) Data Lineage
12 10 (8.47%) Data Protection
12 10 (8.47%) Kanban
Programming Languages
1 35 (29.66%) Python
2 18 (15.25%) SQL
3 15 (12.71%) Java
4 14 (11.86%) PowerShell
5 7 (5.93%) Perl
6 5 (4.24%) JavaScript
7 3 (2.54%) PHP
7 3 (2.54%) Shell Script
8 2 (1.69%) C++
8 2 (1.69%) Go
9 1 (0.85%) COBOL
9 1 (0.85%) JCL
9 1 (0.85%) Ruby
9 1 (0.85%) VB
Qualifications
1 16 (13.56%) Security Cleared
2 14 (11.86%) Degree
3 9 (7.63%) SC Cleared
4 4 (3.39%) BPSS Clearance
4 4 (3.39%) Computer Science Degree
4 4 (3.39%) PMI Certification
5 3 (2.54%) ITIL Certification
6 2 (1.69%) Cisco Certification
6 2 (1.69%) CompTIA CySA+
6 2 (1.69%) CompTIA Security+
7 1 (0.85%) A+ Certification
7 1 (0.85%) AWS Certification
7 1 (0.85%) CCIE
7 1 (0.85%) CCNA
7 1 (0.85%) ITIL Foundation Certificate
7 1 (0.85%) MCSE
7 1 (0.85%) Microsoft Certification
7 1 (0.85%) Network+ Certification
Quality Assurance & Compliance
1 14 (11.86%) Data Quality
2 5 (4.24%) SLA
3 4 (3.39%) GDPR
3 4 (3.39%) QA
4 2 (1.69%) ISO 20022
4 2 (1.69%) ISO 8583
4 2 (1.69%) Sarbanes-Oxley
5 1 (0.85%) Accessibility
5 1 (0.85%) COBIT
5 1 (0.85%) GRC
5 1 (0.85%) ISO 31000
5 1 (0.85%) ISO/IEC 27005
5 1 (0.85%) PMO
System Software
1 6 (5.08%) Active Directory
1 6 (5.08%) Docker
2 1 (0.85%) HDFS
2 1 (0.85%) VMware Infrastructure
2 1 (0.85%) vSphere
Systems Management
1 19 (16.10%) Kubernetes
2 11 (9.32%) Ansible
3 10 (8.47%) Terraform
4 8 (6.78%) Grafana
4 8 (6.78%) Prometheus
5 6 (5.08%) NetBackup
6 5 (4.24%) FortiGate
7 3 (2.54%) Microsoft Intune
8 2 (1.69%) SCCM
Vendors
1 17 (14.41%) Microsoft
2 11 (9.32%) Oracle
3 9 (7.63%) Databricks
4 8 (6.78%) Cisco
4 8 (6.78%) Dell
4 8 (6.78%) ServiceNow
5 6 (5.08%) Canon
5 6 (5.08%) HP
5 6 (5.08%) Veritas
6 5 (4.24%) Greenplum
6 5 (4.24%) Palo Alto
7 4 (3.39%) Google
7 4 (3.39%) IBM
8 3 (2.54%) Splunk
8 3 (2.54%) Sybase
9 2 (1.69%) Ab Initio
9 2 (1.69%) Alteryx
9 2 (1.69%) Apple
9 2 (1.69%) Aruba
9 2 (1.69%) Fiserv