Problem-Solving Job Trends in England

Problem Solving
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Problem-Solving skills. It covers permanent job vacancies from the 6 months leading up to 8 December 2025, with comparisons to the same periods in the previous two years.

6 months to
8 Dec 2025
Same period 2024 Same period 2023
Rank 6 4 9
Rank change year-on-year -2 +5 +4
Permanent jobs citing Problem-Solving 6,779 9,588 6,713
As % of all permanent jobs in England 13.77% 17.22% 14.90%
As % of the Processes & Methodologies category 16.34% 19.79% 15.92%
Number of salaries quoted 4,533 4,196 4,818
10th Percentile £26,500 £30,750 £28,290
25th Percentile £31,000 £40,000 £37,500
Median annual salary (50th Percentile) £45,000 £55,000 £55,000
Median % change year-on-year -18.18% - -
75th Percentile £65,000 £74,438 £75,000
90th Percentile £85,000 £87,500 £91,934
UK median annual salary £45,000 £55,000 £55,000
% change year-on-year -18.18% - -

All Process and Methodology Skills
England

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 England.

Permanent vacancies with a requirement for process or methodology skills 41,486 48,456 42,166
As % of all permanent jobs advertised in England 84.29% 87.03% 93.60%
Number of salaries quoted 25,004 25,273 32,594
10th Percentile £28,500 £35,000 £32,500
25th Percentile £36,250 £45,000 £45,000
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,313 £80,000 £81,250
90th Percentile £95,000 £100,000 £100,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -0.83%

Problem-Solving
Job Vacancy Trend in England

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

Problem-Solving job vacancy trend in England

Problem-Solving
Salary Trend in England

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

Salary distribution trend for jobs in England citing Problem-Solving

Problem-Solving
Salary Histogram in England

Salary distribution for jobs citing Problem-Solving in England over the 6 months to 8 December 2025.

Salary histogram for Problem-Solving in England

Problem-Solving
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the England region over the 6 months to 8 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
London 0 2,014 £65,000 - 1,098
South East -2 1,392 £40,500 -19.00% 2,089
North of England -14 1,316 £45,000 -5.26% 1,716
Midlands -3 944 £37,500 -25.00% 1,403
North West -9 715 £48,000 -3.93% 870
South West -1 578 £40,000 -27.27% 845
West Midlands -14 563 £42,500 -22.73% 743
Yorkshire -4 482 £36,500 -18.89% 690
East of England -2 452 £33,800 -35.62% 1,096
East Midlands +3 380 £32,500 -7.14% 587
North East +2 119 £33,500 -33.00% 172
Problem-Solving
UK

Problem-Solving
Co-Occurring Skills & Capabilities in England 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
1 324 (4.78%) Microsoft Exchange
2 292 (4.31%) SharePoint
3 84 (1.24%) Confluence
4 50 (0.74%) Apache Spark
5 46 (0.68%) Apache
6 45 (0.66%) IIS
7 33 (0.49%) Apache Airflow
8 32 (0.47%) CMS
9 27 (0.40%) WordPress
10 11 (0.16%) nginx
11 10 (0.15%) Headless CMS
12 9 (0.13%) Oracle SOA Suite
13 8 (0.12%) SAS
14 7 (0.10%) Anypoint
14 7 (0.10%) Apache Solr
15 6 (0.089%) HCL Notes
16 5 (0.074%) Camunda
16 5 (0.074%) Drupal
16 5 (0.074%) Exchange Server 2013
16 5 (0.074%) Umbraco
Applications
1 547 (8.07%) Microsoft Office
2 521 (7.69%) Microsoft Excel
3 91 (1.34%) Microsoft PowerPoint
4 34 (0.50%) Maya
5 26 (0.38%) MS Visio
6 24 (0.35%) Microsoft Project
7 21 (0.31%) AutoCAD
8 20 (0.30%) Spreadsheet
9 16 (0.24%) Photoshop
10 13 (0.19%) Adobe Creative Suite
11 12 (0.18%) Adobe Illustrator
11 12 (0.18%) SOLIDWORKS
12 11 (0.16%) Adobe Premiere
12 11 (0.16%) Simulink
13 7 (0.10%) Adobe After Effects
14 6 (0.089%) Trello
15 5 (0.074%) Adobe XD
15 5 (0.074%) Chatbot
16 4 (0.059%) Autodesk Inventor
16 4 (0.059%) Notion
Business Applications
1 117 (1.73%) SAP S/4HANA
2 94 (1.39%) Dynamics CRM
3 44 (0.65%) NetSuite
4 25 (0.37%) Shopify
5 23 (0.34%) SAP FI
6 19 (0.28%) SAP CO
6 19 (0.28%) SAP FI/CO
7 16 (0.24%) SAP Business One
8 13 (0.19%) Endur
8 13 (0.19%) Oracle Payables
8 13 (0.19%) Payment Gateway
9 11 (0.16%) Oracle Receivables
10 10 (0.15%) Exchequer
10 10 (0.15%) Oracle Assets
10 10 (0.15%) SAP WM
11 8 (0.12%) JDE EnterpriseOne
11 8 (0.12%) Sage 200
11 8 (0.12%) Unit4 Business World
12 7 (0.10%) Salesforce CRM
13 6 (0.089%) SAP Hybris
Cloud Services
1 1,479 (21.82%) Azure
2 950 (14.01%) Microsoft 365
3 704 (10.39%) AWS
4 559 (8.25%) Power Platform
5 419 (6.18%) SaaS
6 292 (4.31%) Entra ID
7 247 (3.64%) GCP
8 164 (2.42%) Azure DevOps
9 143 (2.11%) Serverless
10 135 (1.99%) GitHub
11 105 (1.55%) Power Automate
12 101 (1.49%) Dynamics 365
13 77 (1.14%) AWS Lambda
14 74 (1.09%) PowerApps
15 69 (1.02%) Azure Data Factory
16 68 (1.00%) Amazon S3
17 60 (0.89%) OneDrive
18 58 (0.86%) PaaS
19 56 (0.83%) Cloud Computing
20 54 (0.80%) AWS CloudFormation
Communications & Networking
1 373 (5.50%) DNS
2 353 (5.21%) Firewall
3 320 (4.72%) DHCP
4 217 (3.20%) VPN
5 189 (2.79%) TCP/IP
6 176 (2.60%) WAN
6 176 (2.60%) Wi-Fi
7 170 (2.51%) LAN
8 115 (1.70%) VLAN
9 77 (1.14%) VoIP
10 75 (1.11%) Wireless
11 71 (1.05%) Broadband
11 71 (1.05%) Network Security
12 61 (0.90%) Remote Desktop
13 49 (0.72%) SAN
14 36 (0.53%) Internet
15 35 (0.52%) SD-WAN
16 28 (0.41%) Ethernet
17 26 (0.38%) BGP
17 26 (0.38%) WLAN
Database & Business Intelligence
1 481 (7.10%) Power BI
2 330 (4.87%) SQL Server
3 174 (2.57%) Relational Database
4 133 (1.96%) Data Warehouse
5 132 (1.95%) Tableau
6 130 (1.92%) MySQL
7 126 (1.86%) PostgreSQL
8 119 (1.76%) Data Lake
9 112 (1.65%) Amazon RDS
10 111 (1.64%) NoSQL
11 73 (1.08%) SQL Server Reporting Services
12 66 (0.97%) SAP BW
13 59 (0.87%) MongoDB
14 48 (0.71%) Metadata
15 44 (0.65%) SQL Server Integration Services
16 42 (0.62%) Big Data
17 37 (0.55%) Azure SQL Database
18 34 (0.50%) Amazon Redshift
18 34 (0.50%) DynamoDB
19 33 (0.49%) Oracle Reports
Development Applications
1 270 (3.98%) JIRA
2 265 (3.91%) Git
3 88 (1.30%) Jenkins
4 67 (0.99%) GitLab
5 54 (0.80%) Selenium
6 27 (0.40%) Cypress.io
7 25 (0.37%) Visual Studio
8 21 (0.31%) Bitbucket
9 16 (0.24%) Octopus Deploy
9 16 (0.24%) Robot Framework
9 16 (0.24%) SonarQube
10 14 (0.21%) JUnit
10 14 (0.21%) Maven
11 13 (0.19%) LabVIEW
11 13 (0.19%) Snyk
11 13 (0.19%) WebDriver
12 12 (0.18%) TeamCity
13 11 (0.16%) Cucumber
13 11 (0.16%) Postman
13 11 (0.16%) Rational DOORS
General
1 3,756 (55.41%) Social Skills
2 2,060 (30.39%) Analytical Skills
3 1,677 (24.74%) Finance
4 458 (6.76%) Marketing
5 426 (6.28%) Law
6 422 (6.23%) Retail
7 369 (5.44%) Manufacturing
8 340 (5.02%) Organisational Skills
9 319 (4.71%) Inclusion and Diversity
10 290 (4.28%) Legal
11 288 (4.25%) Banking
12 267 (3.94%) Public Sector
13 192 (2.83%) Telecoms
14 160 (2.36%) Electronics
15 155 (2.29%) Presentation Skills
16 134 (1.98%) Games
17 98 (1.45%) Influencing Skills
18 92 (1.36%) Automotive
19 84 (1.24%) Documentation Skills
20 83 (1.22%) Financial Institution
Job Titles
1 1,068 (15.75%) Analyst
2 821 (12.11%) Senior
3 691 (10.19%) IT Support
4 608 (8.97%) Support Engineer
5 599 (8.84%) Developer
6 510 (7.52%) Lead
7 398 (5.87%) Support Analyst
8 333 (4.91%) Technical Support
9 235 (3.47%) IT Engineer
9 235 (3.47%) Technical Engineer
10 227 (3.35%) Architect
11 222 (3.27%) 2nd Line Support
12 220 (3.25%) Consultant
12 220 (3.25%) Technical Support Engineer
13 215 (3.17%) Business Analyst
14 198 (2.92%) IT Support Engineer
15 192 (2.83%) Systems Engineer
16 189 (2.79%) Support Technician
17 179 (2.64%) Applications Support
18 158 (2.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 287 (4.23%) .NET
2 263 (3.88%) React
3 245 (3.61%) HTML
4 205 (3.02%) CSS
5 158 (2.33%) REST
6 136 (2.01%) Node.js
6 136 (2.01%) RESTful
7 98 (1.45%) AngularJS
8 78 (1.15%) XML
9 76 (1.12%) JSON
10 70 (1.03%) .NET Framework
11 68 (1.00%) Spring
12 66 (0.97%) Kafka
13 64 (0.94%) ASP.NET
14 62 (0.91%) Vue
15 54 (0.80%) SOAP
16 51 (0.75%) GraphQL
17 50 (0.74%) Web Services
18 48 (0.71%) Django
19 47 (0.69%) .NET Core
Miscellaneous
1 550 (8.11%) Onboarding
2 513 (7.57%) Driving Licence
3 419 (6.18%) Self-Motivation
4 249 (3.67%) Management Information System
5 217 (3.20%) Analytical Mindset
6 167 (2.46%) Cloud Native
7 156 (2.30%) Product Ownership
8 136 (2.01%) Legacy Systems
9 124 (1.83%) Data Centre
10 105 (1.55%) FMCG
11 101 (1.49%) Algorithms
12 100 (1.48%) Enterprise Software
13 74 (1.09%) Data Structures
14 68 (1.00%) Virtual Team
15 64 (0.94%) Distributed Systems
15 64 (0.94%) Operational Technology
16 61 (0.90%) Security Posture
17 53 (0.78%) Mobile App
18 49 (0.72%) e-Learning
19 47 (0.69%) EPoS
Operating Systems
1 1,108 (16.34%) Windows
2 430 (6.34%) Windows Server
3 370 (5.46%) Linux
4 189 (2.79%) Windows 10
5 98 (1.45%) Windows Server 2016
6 97 (1.43%) Mac OS
7 73 (1.08%) Android
8 69 (1.02%) Apple iOS
9 60 (0.89%) Unix
10 43 (0.63%) Windows Server 2019
11 22 (0.32%) Windows 7
12 19 (0.28%) Windows Server 2012
13 18 (0.27%) VMS
14 15 (0.22%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.10%) CentOS
16 7 (0.10%) Windows Server 2008
17 6 (0.089%) Ubuntu
18 5 (0.074%) Oracle Linux
19 4 (0.059%) Windows 8
Processes & Methodologies
1 1,220 (18.00%) Continuous Improvement
2 1,145 (16.89%) Agile
3 1,028 (15.16%) Customer Service
4 766 (11.30%) Analytics
5 655 (9.66%) Business Intelligence
5 655 (9.66%) Mentoring
6 639 (9.43%) AI
7 621 (9.16%) Decision-Making
8 614 (9.06%) Project Management
9 593 (8.75%) DevOps
10 590 (8.70%) ITIL
11 562 (8.29%) Cybersecurity
12 512 (7.55%) CI/CD
13 488 (7.20%) Computer Science
14 473 (6.98%) ERP
15 460 (6.79%) Stakeholder Management
16 430 (6.34%) Software Engineering
17 428 (6.31%) Data Analysis
18 426 (6.28%) Change Management
19 413 (6.09%) Process Improvement
Programming Languages
1 1,084 (15.99%) SQL
2 876 (12.92%) Python
3 394 (5.81%) JavaScript
4 375 (5.53%) C#
5 320 (4.72%) Java
6 306 (4.51%) PowerShell
7 148 (2.18%) TypeScript
8 109 (1.61%) Bash
9 94 (1.39%) PHP
10 88 (1.30%) C++
11 62 (0.91%) T-SQL
12 50 (0.74%) Data Analysis Expressions
13 39 (0.58%) Go
13 39 (0.58%) R
14 37 (0.55%) C
15 36 (0.53%) VBA
16 28 (0.41%) Kotlin
17 25 (0.37%) Bicep
17 25 (0.37%) MATLAB
17 25 (0.37%) Scala
Qualifications
1 1,603 (23.65%) Degree
2 503 (7.42%) Security Cleared
3 325 (4.79%) SC Cleared
4 244 (3.60%) Computer Science Degree
5 180 (2.66%) Master's Degree
5 180 (2.66%) Microsoft Certification
6 137 (2.02%) DV Cleared
7 116 (1.71%) DBS Check
8 114 (1.68%) CISSP
9 100 (1.48%) Cisco Certification
10 98 (1.45%) BPSS Clearance
11 88 (1.30%) ACCA
12 74 (1.09%) CIMA
13 69 (1.02%) CISM
14 68 (1.00%) HND
15 65 (0.96%) ITIL Foundation Certificate
15 65 (0.96%) PMI Certification
16 63 (0.93%) A+ Certification
17 60 (0.89%) CCNA
17 60 (0.89%) PMP
Quality Assurance & Compliance
1 362 (5.34%) QA
2 306 (4.51%) Data Quality
3 221 (3.26%) GDPR
4 171 (2.52%) Cyber Essentials
5 170 (2.51%) ISO/IEC 27001
6 150 (2.21%) Accessibility
7 142 (2.09%) SLA
8 107 (1.58%) PCI DSS
9 80 (1.18%) NIST
10 53 (0.78%) Cyber Essentials PLUS
11 36 (0.53%) PMO
12 29 (0.43%) ISO 9001
13 22 (0.32%) GRC
14 21 (0.31%) SOC 2
15 17 (0.25%) Actionable Recommendations
16 13 (0.19%) WCAG
17 10 (0.15%) COBIT
18 9 (0.13%) HIPAA
18 9 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
18 9 (0.13%) Software Quality Assurance
System Software
1 763 (11.26%) Active Directory
2 273 (4.03%) Docker
3 218 (3.22%) Hyper-V
4 151 (2.23%) VMware Infrastructure
5 77 (1.14%) Terminal Server
6 39 (0.58%) Virtual Machines
7 31 (0.46%) Firmware
8 22 (0.32%) vSphere
9 20 (0.30%) VMware ESXi
10 12 (0.18%) Virtual Desktop
11 5 (0.074%) KVM
11 5 (0.074%) ProxySG
12 4 (0.059%) Virtual Servers
12 4 (0.059%) VMware NSX
12 4 (0.059%) XenApp
13 3 (0.044%) BitLocker
13 3 (0.044%) Postfix
13 3 (0.044%) Terminal Services
13 3 (0.044%) vCloud
13 3 (0.044%) VMware Workstation
Systems Management
1 296 (4.37%) Microsoft Intune
2 243 (3.58%) Terraform
3 223 (3.29%) Kubernetes
4 130 (1.92%) Ansible
5 57 (0.84%) Grafana
6 53 (0.78%) SCCM
7 42 (0.62%) BMC PATROL
8 41 (0.60%) Prometheus
9 25 (0.37%) Single Sign-On
10 22 (0.32%) Jamf Pro
11 18 (0.27%) Nagios
12 17 (0.25%) FortiGate
13 16 (0.24%) vCenter Server
14 13 (0.19%) Argo
14 13 (0.19%) PaperCut
15 12 (0.18%) ZABBIX
16 11 (0.16%) Active Directory Federation Services
17 10 (0.15%) QRadar
18 9 (0.13%) Cisco CUCM
19 8 (0.12%) Puppet
Vendors
1 1,790 (26.41%) Microsoft
2 443 (6.53%) SAP
3 274 (4.04%) VMware
4 256 (3.78%) Oracle
5 187 (2.76%) Cisco
6 152 (2.24%) Salesforce
7 151 (2.23%) Google
8 136 (2.01%) ServiceNow
9 125 (1.84%) Veeam
10 123 (1.81%) Databricks
11 116 (1.71%) Splunk
12 111 (1.64%) SolarWinds
13 87 (1.28%) Apple
14 80 (1.18%) Adobe
15 79 (1.17%) Nimble Storage
15 79 (1.17%) Tanium
16 77 (1.14%) Brocade
17 67 (0.99%) Sage
18 62 (0.91%) Workday
19 57 (0.84%) Dell