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 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 2 7 2
Rank change year-on-year +5 -5 +7
Permanent jobs citing Problem-Solving 160 127 201
As % of all permanent jobs in Wales 14.84% 13.96% 23.54%
As % of the Processes & Methodologies category 19.37% 16.87% 25.41%
Number of salaries quoted 120 63 78
10th Percentile £27,000 £34,500 £23,750
25th Percentile £35,000 £42,500 £33,250
Median annual salary (50th Percentile) £47,500 £50,000 £43,190
Median % change year-on-year -5.00% +15.77% +7.97%
75th Percentile £57,500 £65,000 £53,750
90th Percentile £65,675 £65,800 £65,000
UK median annual salary £46,000 £55,000 £55,000
% change year-on-year -16.36% - -1.41%

All Process & 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 826 753 791
As % of all permanent jobs advertised in Wales 76.62% 82.75% 92.62%
Number of salaries quoted 568 375 589
10th Percentile £25,087 £31,250 £31,000
25th Percentile £30,000 £37,000 £36,250
Median annual salary (50th Percentile) £48,122 £49,104 £47,500
Median % change year-on-year -2.00% +3.38% -1.44%
75th Percentile £60,000 £65,000 £61,445
90th Percentile £77,500 £75,000 £72,433
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

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 1 January 2026.

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 1 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
South Wales +8 124 £45,000 -25.62% 274
West Wales 0 15 £44,174 -10.04% 3
North Wales +1 12 £35,000 -22.22% 14
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 13 (8.13%) Microsoft Exchange
2 1 (0.63%) CMS
2 1 (0.63%) Drupal
2 1 (0.63%) IIS
Applications
1 23 (14.38%) Microsoft Excel
2 11 (6.88%) Microsoft Office
3 5 (3.13%) Microsoft PowerPoint
4 1 (0.63%) Microsoft Project
4 1 (0.63%) Spreadsheet
Business Applications
1 2 (1.25%) Sage X3
2 1 (0.63%) Dynamics CRM
2 1 (0.63%) Remedy ITSM
2 1 (0.63%) SAP Business One
Cloud Services
1 53 (33.13%) Azure
2 25 (15.63%) Microsoft 365
3 16 (10.00%) Azure DevOps
4 10 (6.25%) Cloud Computing
5 6 (3.75%) SaaS
6 5 (3.13%) Power Platform
7 3 (1.88%) AWS
7 3 (1.88%) Entra ID
7 3 (1.88%) GCP
8 2 (1.25%) Amazon ECS
8 2 (1.25%) Amazon ElastiCache
8 2 (1.25%) AWS CloudFormation
8 2 (1.25%) Azure Data Factory
8 2 (1.25%) Azure Synapse Analytics
8 2 (1.25%) dbt
8 2 (1.25%) GitHub
8 2 (1.25%) PaaS
8 2 (1.25%) Power Automate
8 2 (1.25%) PowerApps
8 2 (1.25%) Pulumi
Communications & Networking
1 12 (7.50%) DHCP
1 12 (7.50%) DNS
2 9 (5.63%) Broadband
3 5 (3.13%) Wireless
4 2 (1.25%) Firewall
4 2 (1.25%) TCP/IP
5 1 (0.63%) Internet
5 1 (0.63%) Modbus
5 1 (0.63%) NetScaler
5 1 (0.63%) SSL
5 1 (0.63%) VoIP
5 1 (0.63%) VPN
5 1 (0.63%) WAN
5 1 (0.63%) Wi-Fi
Database & Business Intelligence
1 16 (10.00%) SQL Server
2 14 (8.75%) Amazon RDS
3 12 (7.50%) SQL Server Integration Services
4 11 (6.88%) GIS
5 10 (6.25%) Geospatial Data
6 6 (3.75%) MySQL
7 5 (3.13%) Relational Database
8 4 (2.50%) PostgreSQL
8 4 (2.50%) Power BI
9 3 (1.88%) SQL Server Reporting Services
10 2 (1.25%) Azure SQL Database
10 2 (1.25%) Data Warehouse
10 2 (1.25%) Elasticsearch
10 2 (1.25%) RDBMS
10 2 (1.25%) Redis
11 1 (0.63%) BigQuery
11 1 (0.63%) Data Lake
11 1 (0.63%) MS Access
11 1 (0.63%) Spotfire
11 1 (0.63%) Tableau
Development Applications
1 11 (6.88%) Octopus Deploy
1 11 (6.88%) TeamCity
2 5 (3.13%) Git
3 2 (1.25%) Cucumber
3 2 (1.25%) GitLab
3 2 (1.25%) Jenkins
3 2 (1.25%) JIRA
4 1 (0.63%) git-flow
4 1 (0.63%) JMeter
4 1 (0.63%) JUnit
4 1 (0.63%) Selenium
4 1 (0.63%) Zephyr
General
1 66 (41.25%) Social Skills
2 63 (39.38%) Analytical Skills
3 57 (35.63%) Finance
4 14 (8.75%) Manufacturing
5 12 (7.50%) Games
6 9 (5.63%) Telecoms
7 7 (4.38%) Banking
8 6 (3.75%) Inclusion and Diversity
8 6 (3.75%) Law
8 6 (3.75%) Organisational Skills
8 6 (3.75%) Presentation Skills
9 5 (3.13%) Electronics
9 5 (3.13%) Marketing
9 5 (3.13%) Military
9 5 (3.13%) Public Sector
9 5 (3.13%) Welsh Language
10 4 (2.50%) Pharmaceutical
11 3 (1.88%) Legal
12 2 (1.25%) Aerospace
12 2 (1.25%) Automotive
Job Titles
1 25 (15.63%) Lead
2 15 (9.38%) Analyst
3 13 (8.13%) DevOps Engineer
4 12 (7.50%) Systems Engineer
5 11 (6.88%) Customer Service Advisor
6 10 (6.25%) IT Support
6 10 (6.25%) Payroll Manager
7 8 (5.00%) Applications Support
7 8 (5.00%) Applications Support Analyst
7 8 (5.00%) Developer
7 8 (5.00%) Senior
7 8 (5.00%) Support Analyst
8 6 (3.75%) IT Manager
9 5 (3.13%) Consultant
9 5 (3.13%) IT Engineer
9 5 (3.13%) IT Support Engineer
9 5 (3.13%) Report Manager
9 5 (3.13%) Support Engineer
10 4 (2.50%) HR Assistant
10 4 (2.50%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (10.63%) .NET
2 9 (5.63%) Django
3 7 (4.38%) CSS
4 6 (3.75%) HTML
4 6 (3.75%) HTML5
4 6 (3.75%) React
5 1 (0.63%) Bootstrap
5 1 (0.63%) Elastic Stack
5 1 (0.63%) Flask
5 1 (0.63%) GraphQL
5 1 (0.63%) PySpark
5 1 (0.63%) pytest
5 1 (0.63%) REST
5 1 (0.63%) RESTful
5 1 (0.63%) Spring
5 1 (0.63%) Spring Boot
5 1 (0.63%) WinForms
5 1 (0.63%) WPF
Miscellaneous
1 26 (16.25%) Legacy Systems
2 22 (13.75%) Self-Motivation
3 20 (12.50%) Management Information System
4 17 (10.63%) Virtual Team
5 12 (7.50%) Onboarding
6 11 (6.88%) Hybrid Cloud
7 5 (3.13%) Driving Licence
8 4 (2.50%) Analytical Mindset
9 2 (1.25%) Clustering
9 2 (1.25%) FPGA
9 2 (1.25%) Linux Command Line
9 2 (1.25%) Mobile App
10 1 (0.63%) Algorithms
10 1 (0.63%) Cyber Threat
10 1 (0.63%) Data Centre
10 1 (0.63%) Foreign Exchange (FX)
10 1 (0.63%) Greenfield Project
10 1 (0.63%) IoT
10 1 (0.63%) PMI
10 1 (0.63%) Video Conferencing
Operating Systems
1 20 (12.50%) Windows
2 16 (10.00%) Linux
2 16 (10.00%) Windows Server
3 12 (7.50%) Windows Server 2016
4 4 (2.50%) Unix
Processes & Methodologies
1 36 (22.50%) Customer Service
1 36 (22.50%) Decision-Making
2 29 (18.13%) CI/CD
2 29 (18.13%) Continuous Improvement
3 24 (15.00%) Agile
4 20 (12.50%) DevOps
4 20 (12.50%) Mentoring
5 18 (11.25%) Customer Experience
6 15 (9.38%) AI
6 15 (9.38%) Analytics
6 15 (9.38%) Migration
6 15 (9.38%) Project Management
7 14 (8.75%) Kalman Filter
7 14 (8.75%) Service Delivery
7 14 (8.75%) Vulnerability Remediation
8 12 (7.50%) Email Filtering
8 12 (7.50%) Software Delivery
8 12 (7.50%) User Experience
8 12 (7.50%) Vulnerability Scanning
8 12 (7.50%) Web Filtering
Programming Languages
1 21 (13.13%) SQL
2 16 (10.00%) C#
3 14 (8.75%) PowerShell
4 12 (7.50%) Python
5 11 (6.88%) JavaScript
6 3 (1.88%) C
6 3 (1.88%) C++
7 2 (1.25%) Data Analysis Expressions
7 2 (1.25%) Java
8 1 (0.63%) Delphi
8 1 (0.63%) R
8 1 (0.63%) VBA
Qualifications
1 28 (17.50%) Degree
2 19 (11.88%) Security Cleared
3 18 (11.25%) SC Cleared
4 14 (8.75%) DBS Check
5 3 (1.88%) PRINCE2 Certification
6 2 (1.25%) BPSS Clearance
6 2 (1.25%) Computer Science Degree
7 1 (0.63%) CCNA
7 1 (0.63%) Cisco Certification
7 1 (0.63%) IIBA
7 1 (0.63%) Master's Degree
7 1 (0.63%) MCSE
7 1 (0.63%) Microsoft Certification
7 1 (0.63%) PMI Certification
7 1 (0.63%) Six Sigma Green Belt
Quality Assurance & Compliance
1 12 (7.50%) Cyber Essentials
1 12 (7.50%) PCI DSS
2 7 (4.38%) Data Quality
3 4 (2.50%) QA
4 3 (1.88%) Accessibility
5 2 (1.25%) GDPR
5 2 (1.25%) ISO/IEC 27001
5 2 (1.25%) NIST
6 1 (0.63%) Actionable Recommendations
System Software
1 23 (14.38%) Active Directory
2 12 (7.50%) Hyper-V
2 12 (7.50%) Terminal Server
3 5 (3.13%) Docker
4 3 (1.88%) VMware Infrastructure
5 2 (1.25%) Embedded Firmware
5 2 (1.25%) Firmware
5 2 (1.25%) VMware ESXi
6 1 (0.63%) VMware NSX
6 1 (0.63%) VMware Server
Systems Management
1 15 (9.38%) Terraform
2 9 (5.63%) Kubernetes
3 2 (1.25%) AWS Copilot
4 1 (0.63%) Grafana
Vendors
1 37 (23.13%) Microsoft
2 17 (10.63%) VMware
3 12 (7.50%) Brocade
3 12 (7.50%) Nimble Storage
3 12 (7.50%) SolarWinds
3 12 (7.50%) Splunk
3 12 (7.50%) Tanium
3 12 (7.50%) Veeam
4 8 (5.00%) BT
5 5 (3.13%) Oracle
5 5 (3.13%) Sage
6 4 (2.50%) Google
7 3 (1.88%) SAP
8 1 (0.63%) Adobe
8 1 (0.63%) BMC
8 1 (0.63%) CheckPoint
8 1 (0.63%) Cisco
8 1 (0.63%) Juniper
8 1 (0.63%) Remedy
8 1 (0.63%) TIBCO