Problem-Solving Job Trends in Wales

Problem Solving
UK > Wales

The table below provides summary statistics and salary benchmarking for jobs advertised in Wales requiring Problem-Solving skills. It covers permanent job vacancies from the 6 months leading up to 16 December 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Dec 2025
Same period 2024 Same period 2023
Rank 2 7 7
Rank change year-on-year +5 0 0
Permanent jobs citing Problem-Solving 178 131 154
As % of all permanent jobs in Wales 15.95% 13.62% 19.49%
As % of the Processes & Methodologies category 20.30% 16.79% 20.37%
Number of salaries quoted 140 67 81
10th Percentile £25,666 £36,000 £23,750
25th Percentile £35,000 £42,250 £33,250
Median annual salary (50th Percentile) £47,500 £50,000 £44,033
Median % change year-on-year -5.00% +13.55% +10.08%
75th Percentile £57,500 £65,000 £53,750
90th Percentile £67,500 £69,000 £69,000
UK median annual salary £46,000 £55,000 £55,000
% change year-on-year -16.36% - -

All Process and Methodology Skills
Wales

Problem-Solving falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Wales.

Permanent vacancies with a requirement for process or methodology skills 877 780 756
As % of all permanent jobs advertised in Wales 78.58% 81.08% 95.70%
Number of salaries quoted 614 405 597
10th Percentile £25,500 £30,950 £30,900
25th Percentile £30,000 £36,250 £36,250
Median annual salary (50th Percentile) £48,122 £49,104 £47,500
Median % change year-on-year -2.00% +3.38% -2.06%
75th Percentile £60,000 £65,000 £62,500
90th Percentile £75,900 £75,000 £72,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -1.93%

Problem-Solving
Job Vacancy Trend in Wales

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

Problem-Solving job vacancy trend in Wales

Problem-Solving
Salary Trend in Wales

Salary distribution trend for jobs in Wales citing Problem-Solving.

Salary distribution trend for jobs in Wales citing Problem-Solving

Problem-Solving
Salary Histogram in Wales

Salary distribution for jobs citing Problem-Solving in Wales over the 6 months to 16 December 2025.

Salary histogram for Problem-Solving in Wales

Problem-Solving
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the Wales region over the 6 months to 16 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
South Wales +8 144 £47,500 -21.49% 130
West Wales -1 15 £44,174 -10.04% 3
North Wales -1 10 £35,000 -12.50% 56
Problem-Solving
UK

Problem-Solving
Co-Occurring Skills & Capabilities in Wales 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 12 (6.74%) Microsoft Exchange
2 2 (1.12%) IIS
3 1 (0.56%) Apache
3 1 (0.56%) Apache Spark
3 1 (0.56%) BizTalk Server
3 1 (0.56%) CMS
3 1 (0.56%) Drupal
3 1 (0.56%) Tomcat
Applications
1 21 (11.80%) Microsoft Excel
2 11 (6.18%) Microsoft Office
3 3 (1.69%) Microsoft PowerPoint
4 1 (0.56%) Microsoft Project
4 1 (0.56%) Spreadsheet
Business Applications
1 2 (1.12%) Dynamics CRM
1 2 (1.12%) Sage X3
2 1 (0.56%) Remedy ITSM
2 1 (0.56%) SAP Business One
2 1 (0.56%) SAP MM
Cloud Services
1 57 (32.02%) Azure
2 24 (13.48%) Microsoft 365
3 18 (10.11%) Azure DevOps
4 10 (5.62%) Cloud Computing
5 6 (3.37%) Power Platform
5 6 (3.37%) SaaS
6 5 (2.81%) AWS
7 3 (1.69%) Entra ID
7 3 (1.69%) GCP
7 3 (1.69%) GitHub
7 3 (1.69%) PowerApps
8 2 (1.12%) Amazon ECS
8 2 (1.12%) Amazon ElastiCache
8 2 (1.12%) Amazon OpenSearch
8 2 (1.12%) AWS CloudFormation
8 2 (1.12%) Azure Synapse Analytics
8 2 (1.12%) dbt
8 2 (1.12%) GitHub Actions
8 2 (1.12%) Power Automate
8 2 (1.12%) Pulumi
Communications & Networking
1 14 (7.87%) Broadband
2 11 (6.18%) DHCP
2 11 (6.18%) DNS
3 5 (2.81%) Wireless
4 2 (1.12%) Firewall
4 2 (1.12%) TCP/IP
5 1 (0.56%) Internet
5 1 (0.56%) Modbus
5 1 (0.56%) NetScaler
5 1 (0.56%) SSL
5 1 (0.56%) VoIP
5 1 (0.56%) VPN
5 1 (0.56%) WAN
5 1 (0.56%) Wi-Fi
Database & Business Intelligence
1 18 (10.11%) SQL Server
2 13 (7.30%) Amazon RDS
2 13 (7.30%) SQL Server Integration Services
3 11 (6.18%) GIS
4 10 (5.62%) Geospatial Data
5 8 (4.49%) MySQL
6 6 (3.37%) Relational Database
7 5 (2.81%) PostgreSQL
8 4 (2.25%) Power BI
9 3 (1.69%) SQL Server Reporting Services
10 2 (1.12%) Azure SQL Database
10 2 (1.12%) Data Warehouse
10 2 (1.12%) Elasticsearch
10 2 (1.12%) RDBMS
10 2 (1.12%) Redis
11 1 (0.56%) BigQuery
11 1 (0.56%) Data Lake
11 1 (0.56%) MS Access
11 1 (0.56%) SAP HANA
11 1 (0.56%) Tableau
Development Applications
1 13 (7.30%) Octopus Deploy
1 13 (7.30%) TeamCity
2 8 (4.49%) Git
3 2 (1.12%) Cucumber
3 2 (1.12%) GitLab
3 2 (1.12%) Jenkins
3 2 (1.12%) JIRA
4 1 (0.56%) git-flow
4 1 (0.56%) JMeter
4 1 (0.56%) JUnit
4 1 (0.56%) Mercurial
4 1 (0.56%) Selenium
4 1 (0.56%) SQL Server Management Studio (SSMS)
4 1 (0.56%) Zephyr
General
1 72 (40.45%) Social Skills
2 62 (34.83%) Analytical Skills
3 60 (33.71%) Finance
4 19 (10.67%) Games
5 14 (7.87%) Manufacturing
6 12 (6.74%) Banking
7 11 (6.18%) Telecoms
8 8 (4.49%) Electronics
8 8 (4.49%) Inclusion and Diversity
9 7 (3.93%) Organisational Skills
9 7 (3.93%) Presentation Skills
10 6 (3.37%) Law
10 6 (3.37%) Marketing
11 5 (2.81%) Military
11 5 (2.81%) Public Sector
11 5 (2.81%) Welsh Language
12 4 (2.25%) Automotive
13 3 (1.69%) Aerospace
13 3 (1.69%) Aviation
13 3 (1.69%) Legal
Job Titles
1 28 (15.73%) Lead
2 18 (10.11%) Customer Service Advisor
3 15 (8.43%) DevOps Engineer
4 14 (7.87%) Analyst
5 12 (6.74%) IT Support
5 12 (6.74%) Senior
6 11 (6.18%) Systems Engineer
7 10 (5.62%) Payroll Manager
8 8 (4.49%) Applications Support
8 8 (4.49%) Applications Support Analyst
8 8 (4.49%) Consultant
8 8 (4.49%) Developer
8 8 (4.49%) Support Analyst
9 7 (3.93%) IT Manager
10 5 (2.81%) Help Desk Manager
10 5 (2.81%) IT Support Engineer
10 5 (2.81%) Software Engineer
10 5 (2.81%) Support Consultant
10 5 (2.81%) Support Engineer
10 5 (2.81%) Test Engineer
Libraries, Frameworks & Software Standards
1 20 (11.24%) .NET
2 11 (6.18%) Django
3 9 (5.06%) CSS
4 8 (4.49%) HTML
4 8 (4.49%) HTML5
4 8 (4.49%) React
5 1 (0.56%) Bootstrap
5 1 (0.56%) Elastic Stack
5 1 (0.56%) Flask
5 1 (0.56%) GraphQL
5 1 (0.56%) PySpark
5 1 (0.56%) pytest
5 1 (0.56%) REST
5 1 (0.56%) RESTful
5 1 (0.56%) Spring
5 1 (0.56%) Spring Boot
5 1 (0.56%) WinForms
5 1 (0.56%) WPF
Miscellaneous
1 26 (14.61%) Legacy Systems
2 21 (11.80%) Management Information System
2 21 (11.80%) Self-Motivation
3 20 (11.24%) Virtual Team
4 12 (6.74%) Hybrid Cloud
4 12 (6.74%) Onboarding
5 5 (2.81%) Driving Licence
6 4 (2.25%) Analytical Mindset
7 3 (1.69%) FPGA
7 3 (1.69%) Mobile App
8 2 (1.12%) Clustering
8 2 (1.12%) Enterprise Software
8 2 (1.12%) IoT
8 2 (1.12%) Linux Command Line
9 1 (0.56%) Algorithms
9 1 (0.56%) Anti-Spyware
9 1 (0.56%) Cyber Threat
9 1 (0.56%) Data Centre
9 1 (0.56%) Embedded Systems
9 1 (0.56%) Greenfield Project
Operating Systems
1 23 (12.92%) Windows
2 16 (8.99%) Linux
2 16 (8.99%) Windows Server
3 11 (6.18%) Windows Server 2016
4 5 (2.81%) Unix
Processes & Methodologies
1 44 (24.72%) Customer Service
2 34 (19.10%) Decision-Making
3 33 (18.54%) CI/CD
4 29 (16.29%) Continuous Improvement
5 27 (15.17%) Agile
6 23 (12.92%) Mentoring
7 22 (12.36%) DevOps
8 19 (10.67%) Customer Experience
8 19 (10.67%) Service Delivery
9 16 (8.99%) AI
9 16 (8.99%) Analytics
10 15 (8.43%) Migration
11 14 (7.87%) Software Delivery
12 13 (7.30%) Kalman Filter
12 13 (7.30%) Vulnerability Remediation
13 12 (6.74%) Project Management
13 12 (6.74%) User Experience
14 11 (6.18%) Asset Management
14 11 (6.18%) Business Intelligence
14 11 (6.18%) Risk Management
Programming Languages
1 23 (12.92%) SQL
2 17 (9.55%) C#
3 16 (8.99%) PowerShell
4 15 (8.43%) Python
5 13 (7.30%) JavaScript
6 5 (2.81%) C
6 5 (2.81%) C++
7 2 (1.12%) Data Analysis Expressions
7 2 (1.12%) Java
8 1 (0.56%) Delphi
8 1 (0.56%) R
8 1 (0.56%) VBA
Qualifications
1 25 (14.04%) Degree
2 17 (9.55%) SC Cleared
2 17 (9.55%) Security Cleared
3 12 (6.74%) DBS Check
4 3 (1.69%) Computer Science Degree
5 1 (0.56%) CCNA
5 1 (0.56%) Cisco Certification
5 1 (0.56%) Master's Degree
5 1 (0.56%) MCSE
5 1 (0.56%) Microsoft Certification
5 1 (0.56%) PRINCE2 Certification
5 1 (0.56%) SAP Certification
5 1 (0.56%) Six Sigma Green Belt
Quality Assurance & Compliance
1 11 (6.18%) Cyber Essentials
1 11 (6.18%) PCI DSS
2 7 (3.93%) Data Quality
3 6 (3.37%) QA
4 3 (1.69%) Accessibility
5 2 (1.12%) GDPR
5 2 (1.12%) ISO/IEC 27001
5 2 (1.12%) NIST
6 1 (0.56%) Actionable Recommendations
6 1 (0.56%) IEC 62304
6 1 (0.56%) ISO 13485
System Software
1 23 (12.92%) Active Directory
2 11 (6.18%) Hyper-V
2 11 (6.18%) Terminal Server
3 6 (3.37%) Docker
4 4 (2.25%) VMware Infrastructure
5 3 (1.69%) Embedded Firmware
5 3 (1.69%) Firmware
6 2 (1.12%) VMware ESXi
7 1 (0.56%) Virtual Servers
7 1 (0.56%) VMware NSX
7 1 (0.56%) VMware Server
Systems Management
1 17 (9.55%) Terraform
2 12 (6.74%) Kubernetes
3 2 (1.12%) AWS Copilot
4 1 (0.56%) Ansible
4 1 (0.56%) Grafana
Vendors
1 37 (20.79%) Microsoft
2 17 (9.55%) VMware
3 13 (7.30%) BT
4 11 (6.18%) Brocade
4 11 (6.18%) Nimble Storage
4 11 (6.18%) SolarWinds
4 11 (6.18%) Splunk
4 11 (6.18%) Tanium
4 11 (6.18%) Veeam
5 5 (2.81%) Google
5 5 (2.81%) Oracle
5 5 (2.81%) Sage
6 4 (2.25%) SAP
7 1 (0.56%) Ariba
7 1 (0.56%) BMC
7 1 (0.56%) CheckPoint
7 1 (0.56%) Cisco
7 1 (0.56%) Juniper
7 1 (0.56%) Salesforce
7 1 (0.56%) Veritas