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 5 December 2025, with comparisons to the same periods in the previous two years.

6 months to
5 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 6,829 9,757 6,670
As % of all permanent jobs in England 14.10% 17.21% 14.92%
As % of the Processes & Methodologies category 16.75% 19.82% 15.94%
Number of salaries quoted 4,570 4,220 4,780
10th Percentile £26,250 £30,750 £28,479
25th Percentile £30,956 £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 £73,833 £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 40,777 49,219 41,856
As % of all permanent jobs advertised in England 84.17% 86.79% 93.60%
Number of salaries quoted 25,092 25,637 32,297
10th Percentile £28,250 £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 £75,000 £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% - -

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 5 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 5 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 -1 2,025 £65,000 - 866
South East -2 1,403 £41,000 -18.00% 1,224
North of England -6 1,324 £45,000 -5.26% 1,042
Midlands +1 952 £38,000 -24.00% 669
North West -9 720 £48,000 -4.00% 510
South West 0 581 £40,000 -27.27% 373
West Midlands -5 567 £42,500 -20.26% 391
Yorkshire -4 481 £35,000 -22.22% 400
East of England -2 460 £33,500 -36.19% 549
East Midlands +3 384 £32,500 -7.14% 267
North East +3 123 £33,500 -33.00% 150
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 (4.74%) Microsoft Exchange
2 291 (4.26%) SharePoint
3 85 (1.24%) Confluence
4 50 (0.73%) Apache Spark
5 46 (0.67%) Apache
6 45 (0.66%) IIS
7 33 (0.48%) Apache Airflow
8 32 (0.47%) CMS
9 28 (0.41%) 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 (0.088%) HCL Notes
16 5 (0.073%) Apache Synapse
16 5 (0.073%) Drupal
16 5 (0.073%) Exchange Server 2013
16 5 (0.073%) Umbraco
Applications
1 551 (8.07%) Microsoft Office
2 528 (7.73%) Microsoft Excel
3 93 (1.36%) 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 19 (0.28%) Spreadsheet
9 16 (0.23%) Photoshop
10 13 (0.19%) Adobe Creative Suite
10 13 (0.19%) Simulink
11 12 (0.18%) Adobe Premiere
11 12 (0.18%) SOLIDWORKS
12 11 (0.16%) Adobe Illustrator
13 7 (0.10%) Adobe After Effects
14 6 (0.088%) Trello
15 5 (0.073%) Adobe XD
15 5 (0.073%) Chatbot
16 4 (0.059%) Autodesk Inventor
16 4 (0.059%) Mathcad
Business Applications
1 119 (1.74%) SAP S/4HANA
2 93 (1.36%) Dynamics CRM
3 44 (0.64%) 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 (0.23%) 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 9 (0.13%) Unit4 Business World
12 8 (0.12%) JDE EnterpriseOne
12 8 (0.12%) Sage 200
13 7 (0.10%) Salesforce CRM
14 6 (0.088%) SAP Hybris
Cloud Services
1 1,490 (21.82%) Azure
2 952 (13.94%) Microsoft 365
3 707 (10.35%) AWS
4 566 (8.29%) Power Platform
5 421 (6.16%) SaaS
6 291 (4.26%) Entra ID
7 251 (3.68%) GCP
8 161 (2.36%) Azure DevOps
9 142 (2.08%) Serverless
10 134 (1.96%) GitHub
11 105 (1.54%) Power Automate
12 103 (1.51%) Dynamics 365
13 76 (1.11%) AWS Lambda
14 74 (1.08%) PowerApps
15 70 (1.03%) Azure Data Factory
16 67 (0.98%) Amazon S3
17 61 (0.89%) OneDrive
18 58 (0.85%) PaaS
19 56 (0.82%) Cloud Computing
20 54 (0.79%) AWS CloudFormation
Communications & Networking
1 374 (5.48%) DNS
2 354 (5.18%) Firewall
3 321 (4.70%) DHCP
4 216 (3.16%) VPN
5 190 (2.78%) TCP/IP
6 177 (2.59%) WAN
7 175 (2.56%) Wi-Fi
8 172 (2.52%) LAN
9 113 (1.65%) VLAN
10 78 (1.14%) VoIP
11 76 (1.11%) Wireless
12 73 (1.07%) Broadband
13 72 (1.05%) Network Security
14 62 (0.91%) Remote Desktop
15 49 (0.72%) SAN
16 37 (0.54%) Internet
17 35 (0.51%) SD-WAN
18 28 (0.41%) Ethernet
19 26 (0.38%) BGP
20 25 (0.37%) OSPF
Database & Business Intelligence
1 488 (7.15%) Power BI
2 335 (4.91%) SQL Server
3 175 (2.56%) Relational Database
4 137 (2.01%) MySQL
5 135 (1.98%) Data Warehouse
6 133 (1.95%) Tableau
7 127 (1.86%) PostgreSQL
8 119 (1.74%) Data Lake
9 112 (1.64%) Amazon RDS
10 110 (1.61%) NoSQL
11 74 (1.08%) SQL Server Reporting Services
12 66 (0.97%) SAP BW
13 58 (0.85%) MongoDB
14 48 (0.70%) Metadata
15 45 (0.66%) SQL Server Integration Services
16 42 (0.62%) Big Data
17 37 (0.54%) Azure SQL Database
18 34 (0.50%) Amazon Redshift
19 33 (0.48%) DynamoDB
19 33 (0.48%) GIS
Development Applications
1 268 (3.92%) JIRA
2 264 (3.87%) Git
3 88 (1.29%) Jenkins
4 67 (0.98%) GitLab
5 56 (0.82%) Selenium
6 27 (0.40%) Cypress.io
7 25 (0.37%) Visual Studio
8 21 (0.31%) Bitbucket
9 16 (0.23%) Octopus Deploy
9 16 (0.23%) Robot Framework
9 16 (0.23%) 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 3,792 (55.53%) Social Skills
2 2,087 (30.56%) Analytical Skills
3 1,701 (24.91%) Finance
4 462 (6.77%) Marketing
5 422 (6.18%) Law
6 421 (6.16%) Retail
7 370 (5.42%) Manufacturing
8 337 (4.93%) Organisational Skills
9 321 (4.70%) Inclusion and Diversity
10 294 (4.31%) Banking
11 290 (4.25%) Legal
12 264 (3.87%) Public Sector
13 193 (2.83%) Telecoms
14 161 (2.36%) Electronics
15 155 (2.27%) Presentation Skills
16 138 (2.02%) Games
17 98 (1.44%) Influencing Skills
18 94 (1.38%) Automotive
19 83 (1.22%) Documentation Skills
19 83 (1.22%) Financial Institution
Job Titles
1 1,077 (15.77%) Analyst
2 823 (12.05%) Senior
3 692 (10.13%) IT Support
4 612 (8.96%) Support Engineer
5 604 (8.84%) Developer
6 515 (7.54%) Lead
7 400 (5.86%) Support Analyst
8 337 (4.93%) Technical Support
9 239 (3.50%) Technical Engineer
10 234 (3.43%) IT Engineer
11 228 (3.34%) Architect
12 224 (3.28%) Technical Support Engineer
13 223 (3.27%) Consultant
14 222 (3.25%) 2nd Line Support
15 214 (3.13%) Business Analyst
16 197 (2.88%) IT Support Engineer
17 191 (2.80%) Systems Engineer
18 185 (2.71%) Support Technician
19 179 (2.62%) Applications Support
20 160 (2.34%) Software Engineer
Libraries, Frameworks & Software Standards
1 292 (4.28%) .NET
2 262 (3.84%) React
3 244 (3.57%) HTML
4 211 (3.09%) CSS
5 159 (2.33%) REST
6 136 (1.99%) Node.js
6 136 (1.99%) RESTful
7 99 (1.45%) AngularJS
8 77 (1.13%) XML
9 76 (1.11%) JSON
10 70 (1.03%) .NET Framework
11 69 (1.01%) ASP.NET
12 67 (0.98%) Spring
13 66 (0.97%) Kafka
14 62 (0.91%) Vue
15 53 (0.78%) SOAP
16 51 (0.75%) GraphQL
17 50 (0.73%) Web Services
18 48 (0.70%) Django
19 46 (0.67%) Flask
Miscellaneous
1 554 (8.11%) Onboarding
2 517 (7.57%) Driving Licence
3 416 (6.09%) Self-Motivation
4 258 (3.78%) Management Information System
5 221 (3.24%) Analytical Mindset
6 168 (2.46%) Cloud Native
7 157 (2.30%) Product Ownership
8 135 (1.98%) Legacy Systems
9 127 (1.86%) Data Centre
10 104 (1.52%) FMCG
11 101 (1.48%) Algorithms
12 100 (1.46%) Enterprise Software
13 75 (1.10%) Data Structures
14 68 (1.00%) Virtual Team
15 65 (0.95%) Distributed Systems
15 65 (0.95%) Operational Technology
16 62 (0.91%) Security Posture
17 53 (0.78%) Mobile App
18 49 (0.72%) e-Learning
19 47 (0.69%) EPoS
Operating Systems
1 1,117 (16.36%) Windows
2 430 (6.30%) Windows Server
3 371 (5.43%) Linux
4 190 (2.78%) Windows 10
5 98 (1.44%) Mac OS
6 97 (1.42%) Windows Server 2016
7 73 (1.07%) Android
8 69 (1.01%) Apple iOS
9 60 (0.88%) Unix
10 42 (0.62%) Windows Server 2019
11 23 (0.34%) Windows 7
12 19 (0.28%) Windows Server 2012
13 18 (0.26%) 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 (0.088%) Ubuntu
18 5 (0.073%) Oracle Linux
19 4 (0.059%) Windows 8
Processes & Methodologies
1 1,230 (18.01%) Continuous Improvement
2 1,153 (16.88%) Agile
3 1,039 (15.21%) Customer Service
4 773 (11.32%) Analytics
5 663 (9.71%) Business Intelligence
6 657 (9.62%) Mentoring
7 643 (9.42%) AI
8 627 (9.18%) Decision-Making
9 623 (9.12%) Project Management
10 593 (8.68%) ITIL
11 592 (8.67%) DevOps
12 569 (8.33%) Cybersecurity
13 510 (7.47%) CI/CD
14 498 (7.29%) Computer Science
15 476 (6.97%) ERP
16 468 (6.85%) Stakeholder Management
17 432 (6.33%) Data Analysis
18 431 (6.31%) Software Engineering
19 428 (6.27%) Change Management
20 422 (6.18%) Process Improvement
Programming Languages
1 1,089 (15.95%) SQL
2 885 (12.96%) Python
3 391 (5.73%) JavaScript
4 380 (5.56%) C#
5 326 (4.77%) Java
6 304 (4.45%) PowerShell
7 148 (2.17%) TypeScript
8 111 (1.63%) Bash
9 100 (1.46%) PHP
10 95 (1.39%) C++
11 62 (0.91%) T-SQL
12 50 (0.73%) Data Analysis Expressions
13 40 (0.59%) Go
14 39 (0.57%) R
15 37 (0.54%) C
16 36 (0.53%) VBA
17 28 (0.41%) Kotlin
18 27 (0.40%) MATLAB
19 25 (0.37%) Bicep
19 25 (0.37%) Scala
Qualifications
1 1,622 (23.75%) Degree
2 507 (7.42%) Security Cleared
3 327 (4.79%) SC Cleared
4 251 (3.68%) Computer Science Degree
5 184 (2.69%) Master's Degree
6 180 (2.64%) Microsoft Certification
7 138 (2.02%) DV Cleared
8 117 (1.71%) DBS Check
9 116 (1.70%) CISSP
10 100 (1.46%) Cisco Certification
11 99 (1.45%) BPSS Clearance
12 88 (1.29%) ACCA
13 74 (1.08%) CIMA
14 70 (1.03%) CISM
15 68 (1.00%) HND
16 65 (0.95%) PMI Certification
17 64 (0.94%) ITIL Foundation Certificate
18 63 (0.92%) A+ Certification
19 60 (0.88%) CCNA
19 60 (0.88%) PMP
Quality Assurance & Compliance
1 364 (5.33%) QA
2 307 (4.50%) Data Quality
3 225 (3.29%) GDPR
4 174 (2.55%) Cyber Essentials
5 170 (2.49%) ISO/IEC 27001
6 150 (2.20%) Accessibility
7 145 (2.12%) SLA
8 110 (1.61%) PCI DSS
9 82 (1.20%) NIST
10 55 (0.81%) Cyber Essentials PLUS
11 36 (0.53%) PMO
12 29 (0.42%) ISO 9001
13 22 (0.32%) GRC
13 22 (0.32%) SOC 2
14 18 (0.26%) Actionable Recommendations
15 13 (0.19%) WCAG
16 10 (0.15%) COBIT
17 9 (0.13%) HIPAA
17 9 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
17 9 (0.13%) Software Quality Assurance
System Software
1 766 (11.22%) Active Directory
2 274 (4.01%) Docker
3 219 (3.21%) Hyper-V
4 151 (2.21%) VMware Infrastructure
5 77 (1.13%) Terminal Server
6 39 (0.57%) Virtual Machines
7 31 (0.45%) Firmware
8 22 (0.32%) vSphere
9 20 (0.29%) VMware ESXi
10 11 (0.16%) Virtual Desktop
11 5 (0.073%) KVM
11 5 (0.073%) 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
1 294 (4.31%) Microsoft Intune
2 244 (3.57%) Terraform
3 226 (3.31%) Kubernetes
4 130 (1.90%) Ansible
5 58 (0.85%) Grafana
6 52 (0.76%) 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 (0.26%) Nagios
12 17 (0.25%) FortiGate
13 16 (0.23%) 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 1,793 (26.26%) Microsoft
2 446 (6.53%) SAP
3 274 (4.01%) VMware
4 251 (3.68%) Oracle
5 189 (2.77%) Cisco
6 154 (2.26%) Google
7 153 (2.24%) Salesforce
8 139 (2.04%) ServiceNow
9 125 (1.83%) Veeam
10 123 (1.80%) Databricks
11 117 (1.71%) Splunk
12 111 (1.63%) SolarWinds
13 86 (1.26%) Apple
14 80 (1.17%) Adobe
15 79 (1.16%) Nimble Storage
15 79 (1.16%) Tanium
16 77 (1.13%) Brocade
17 67 (0.98%) Sage
18 63 (0.92%) Workday
19 57 (0.83%) Dell