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 25 November 2025, with comparisons to the same periods in the previous two years.

6 months to
25 Nov 2025
Same period 2024 Same period 2023
Rank 5 4 9
Rank change year-on-year -1 +5 +2
Permanent jobs citing Problem-Solving 6,989 10,041 6,853
As % of all permanent jobs in England 15.07% 16.69% 14.87%
As % of the Processes & Methodologies category 17.72% 19.65% 15.87%
Number of salaries quoted 4,626 4,222 4,911
10th Percentile £26,250 £29,750 £28,500
25th Percentile £30,956 £39,813 £37,500
Median annual salary (50th Percentile) £45,000 £55,000 £55,000
Median % change year-on-year -18.18% - -
75th Percentile £65,000 £73,750 £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 39,450 51,106 43,177
As % of all permanent jobs advertised in England 85.05% 84.94% 93.67%
Number of salaries quoted 24,614 26,681 33,192
10th Percentile £28,250 £34,750 £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% - -2.44%
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 25 November 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 25 November 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 2,106 £65,000 - 1,171
South East -2 1,420 £40,000 -20.00% 1,310
North of England -2 1,341 £45,000 - 802
Midlands +2 970 £38,000 -24.00% 617
North West -3 725 £48,000 -4.00% 444
South West +2 596 £38,500 -30.00% 422
West Midlands +1 579 £42,500 -20.26% 380
Yorkshire -4 484 £33,000 -26.67% 274
East of England -2 480 £34,550 -34.19% 319
East Midlands +3 391 £32,500 -7.14% 230
North East 0 132 £33,500 +2.29% 87
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
1 326 (4.66%) Microsoft Exchange
2 297 (4.25%) SharePoint
3 91 (1.30%) Confluence
4 51 (0.73%) Apache Spark
5 44 (0.63%) Apache
5 44 (0.63%) IIS
6 34 (0.49%) CMS
7 29 (0.41%) Apache Airflow
8 27 (0.39%) WordPress
9 13 (0.19%) nginx
10 10 (0.14%) Headless CMS
10 10 (0.14%) Oracle SOA Suite
11 8 (0.11%) Apache Solr
11 8 (0.11%) SAS
12 7 (0.10%) Anypoint
13 6 (0.086%) HCL Notes
13 6 (0.086%) Umbraco
14 5 (0.072%) Exchange Server 2013
15 4 (0.057%) Apache Synapse
15 4 (0.057%) ArcGIS
Applications
1 566 (8.10%) Microsoft Office
2 553 (7.91%) Microsoft Excel
3 98 (1.40%) Microsoft PowerPoint
4 26 (0.37%) Maya
5 25 (0.36%) Microsoft Project
6 24 (0.34%) MS Visio
7 22 (0.31%) AutoCAD
8 19 (0.27%) Spreadsheet
9 17 (0.24%) Photoshop
10 16 (0.23%) Simulink
11 15 (0.21%) Adobe Premiere
12 13 (0.19%) Adobe Creative Suite
13 12 (0.17%) SOLIDWORKS
14 11 (0.16%) Adobe Illustrator
15 9 (0.13%) Adobe After Effects
15 9 (0.13%) Adobe XD
16 8 (0.11%) Mathcad
17 6 (0.086%) Trello
18 5 (0.072%) Revit
19 4 (0.057%) Chatbot
Business Applications
1 119 (1.70%) SAP S/4HANA
2 99 (1.42%) Dynamics CRM
3 44 (0.63%) NetSuite
4 27 (0.39%) Shopify
5 23 (0.33%) SAP FI
6 19 (0.27%) SAP CO
6 19 (0.27%) SAP FI/CO
7 18 (0.26%) SAP Business One
8 14 (0.20%) Payment Gateway
9 13 (0.19%) Oracle Payables
10 12 (0.17%) Endur
10 12 (0.17%) Unit4 Business World
11 11 (0.16%) Exchequer
11 11 (0.16%) Oracle Receivables
11 11 (0.16%) SAP WM
12 10 (0.14%) Oracle Assets
13 8 (0.11%) JDE EnterpriseOne
13 8 (0.11%) Sage 200
14 6 (0.086%) Infor CloudSuite Industrial (formerly SyteLine)
14 6 (0.086%) SAP ERP
Cloud Services
1 1,526 (21.83%) Azure
2 953 (13.64%) Microsoft 365
3 735 (10.52%) AWS
4 588 (8.41%) Power Platform
5 426 (6.10%) SaaS
6 295 (4.22%) Entra ID
7 260 (3.72%) GCP
8 156 (2.23%) Azure DevOps
9 151 (2.16%) Serverless
10 132 (1.89%) GitHub
11 115 (1.65%) Dynamics 365
12 103 (1.47%) Power Automate
13 84 (1.20%) AWS Lambda
14 76 (1.09%) PowerApps
15 73 (1.04%) Azure Data Factory
16 70 (1.00%) Amazon S3
17 67 (0.96%) OneDrive
18 58 (0.83%) PaaS
19 55 (0.79%) Cloud Computing
20 53 (0.76%) AWS CloudFormation
Communications & Networking
1 370 (5.29%) DNS
2 361 (5.17%) Firewall
3 318 (4.55%) DHCP
4 224 (3.21%) VPN
5 198 (2.83%) TCP/IP
6 174 (2.49%) WAN
7 173 (2.48%) LAN
8 170 (2.43%) Wi-Fi
9 111 (1.59%) VLAN
10 85 (1.22%) Broadband
11 79 (1.13%) Network Security
12 77 (1.10%) VoIP
13 72 (1.03%) Wireless
14 64 (0.92%) Remote Desktop
15 45 (0.64%) SAN
16 40 (0.57%) Internet
17 31 (0.44%) SD-WAN
18 28 (0.40%) BGP
18 28 (0.40%) Ethernet
19 26 (0.37%) OSPF
Database & Business Intelligence
1 505 (7.23%) Power BI
2 346 (4.95%) SQL Server
3 187 (2.68%) Relational Database
4 151 (2.16%) MySQL
5 136 (1.95%) Data Warehouse
6 134 (1.92%) Data Lake
6 134 (1.92%) PostgreSQL
7 133 (1.90%) Tableau
8 119 (1.70%) Amazon RDS
9 117 (1.67%) NoSQL
10 79 (1.13%) SQL Server Reporting Services
11 65 (0.93%) SAP BW
12 61 (0.87%) MongoDB
13 50 (0.72%) SQL Server Integration Services
14 48 (0.69%) Metadata
15 44 (0.63%) Big Data
16 40 (0.57%) Azure SQL Database
17 34 (0.49%) GIS
18 33 (0.47%) DynamoDB
18 33 (0.47%) Oracle Database
Development Applications
1 283 (4.05%) JIRA
2 281 (4.02%) Git
3 87 (1.24%) Jenkins
4 56 (0.80%) GitLab
5 55 (0.79%) Selenium
6 25 (0.36%) Cypress.io
7 24 (0.34%) Visual Studio
8 20 (0.29%) Bitbucket
9 19 (0.27%) Octopus Deploy
10 17 (0.24%) JUnit
11 15 (0.21%) Robot Framework
11 15 (0.21%) SonarQube
12 14 (0.20%) Maven
13 12 (0.17%) LabVIEW
13 12 (0.17%) Postman
13 12 (0.17%) Snyk
13 12 (0.17%) TeamCity
14 11 (0.16%) Rational DOORS
14 11 (0.16%) WebDriver
15 10 (0.14%) Cucumber
General
1 3,893 (55.70%) Social Skills
2 2,158 (30.88%) Analytical Skills
3 1,788 (25.58%) Finance
4 515 (7.37%) Law
5 509 (7.28%) Marketing
6 435 (6.22%) Retail
7 406 (5.81%) Inclusion and Diversity
8 390 (5.58%) Manufacturing
9 351 (5.02%) Banking
10 335 (4.79%) Organisational Skills
11 300 (4.29%) Legal
12 260 (3.72%) Public Sector
13 200 (2.86%) Telecoms
14 161 (2.30%) Electronics
15 152 (2.17%) Presentation Skills
16 144 (2.06%) Games
17 110 (1.57%) Influencing Skills
18 104 (1.49%) Automotive
19 82 (1.17%) Financial Institution
20 77 (1.10%) Documentation Skills
Job Titles
1 1,121 (16.04%) Analyst
2 859 (12.29%) Senior
3 671 (9.60%) IT Support
4 666 (9.53%) Developer
5 599 (8.57%) Support Engineer
6 565 (8.08%) Lead
7 414 (5.92%) Support Analyst
8 342 (4.89%) Technical Support
9 243 (3.48%) Technical Engineer
10 228 (3.26%) Technical Support Engineer
11 225 (3.22%) Architect
12 224 (3.21%) 2nd Line Support
13 221 (3.16%) Software Engineer
14 215 (3.08%) Consultant
14 215 (3.08%) IT Engineer
15 204 (2.92%) Business Analyst
16 194 (2.78%) Systems Engineer
17 181 (2.59%) Support Technician
18 180 (2.58%) Applications Support
19 179 (2.56%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 313 (4.48%) .NET
2 297 (4.25%) React
3 270 (3.86%) HTML
4 243 (3.48%) CSS
5 175 (2.50%) REST
6 150 (2.15%) RESTful
7 140 (2.00%) Node.js
8 103 (1.47%) AngularJS
9 81 (1.16%) JSON
10 79 (1.13%) ASP.NET
10 79 (1.13%) XML
11 75 (1.07%) .NET Framework
12 71 (1.02%) Kafka
13 70 (1.00%) Spring
13 70 (1.00%) Vue
14 61 (0.87%) Web Services
15 56 (0.80%) SOAP
16 54 (0.77%) GraphQL
17 49 (0.70%) .NET Core
18 48 (0.69%) Django
Miscellaneous
1 548 (7.84%) Onboarding
2 517 (7.40%) Driving Licence
3 413 (5.91%) Self-Motivation
4 275 (3.93%) Management Information System
5 234 (3.35%) Analytical Mindset
6 179 (2.56%) Cloud Native
7 165 (2.36%) Product Ownership
8 136 (1.95%) Legacy Systems
9 129 (1.85%) Data Centre
10 106 (1.52%) Algorithms
10 106 (1.52%) FMCG
11 89 (1.27%) Enterprise Software
12 79 (1.13%) Data Structures
13 71 (1.02%) Virtual Team
14 69 (0.99%) Operational Technology
15 65 (0.93%) Security Posture
16 63 (0.90%) Distributed Systems
17 59 (0.84%) Mobile App
18 53 (0.76%) e-Learning
19 48 (0.69%) EPoS
Operating Systems
1 1,126 (16.11%) Windows
2 428 (6.12%) Windows Server
3 374 (5.35%) Linux
4 195 (2.79%) Windows 10
5 103 (1.47%) Mac OS
6 94 (1.34%) Windows Server 2016
7 76 (1.09%) Android
8 72 (1.03%) Unix
9 70 (1.00%) Apple iOS
10 37 (0.53%) Windows Server 2019
11 24 (0.34%) Windows 7
12 18 (0.26%) Windows Server 2012
13 17 (0.24%) VMS
14 14 (0.20%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.10%) Windows Server 2008
17 6 (0.086%) CentOS
17 6 (0.086%) Ubuntu
18 4 (0.057%) OpenWrt
18 4 (0.057%) Oracle Linux
Processes & Methodologies
1 1,245 (17.81%) Continuous Improvement
2 1,213 (17.36%) Agile
3 1,065 (15.24%) Customer Service
4 789 (11.29%) Analytics
5 674 (9.64%) Business Intelligence
6 671 (9.60%) Mentoring
7 666 (9.53%) AI
8 645 (9.23%) Decision-Making
9 625 (8.94%) Project Management
10 604 (8.64%) ITIL
11 600 (8.58%) DevOps
12 574 (8.21%) Cybersecurity
13 536 (7.67%) Computer Science
14 524 (7.50%) CI/CD
15 513 (7.34%) Software Engineering
16 487 (6.97%) ERP
17 470 (6.72%) Stakeholder Management
18 451 (6.45%) Data Analysis
19 430 (6.15%) Process Improvement
20 419 (6.00%) CRM
Programming Languages
1 1,145 (16.38%) SQL
2 929 (13.29%) Python
3 430 (6.15%) JavaScript
4 408 (5.84%) C#
5 361 (5.17%) Java
6 302 (4.32%) PowerShell
7 171 (2.45%) TypeScript
8 111 (1.59%) PHP
9 106 (1.52%) Bash
10 102 (1.46%) C++
11 68 (0.97%) T-SQL
12 49 (0.70%) Data Analysis Expressions
13 47 (0.67%) Go
14 41 (0.59%) R
14 41 (0.59%) VBA
15 40 (0.57%) C
16 39 (0.56%) Kotlin
17 30 (0.43%) MATLAB
18 24 (0.34%) Bicep
18 24 (0.34%) Shell Script
Qualifications
1 1,645 (23.54%) Degree
2 506 (7.24%) Security Cleared
3 329 (4.71%) SC Cleared
4 271 (3.88%) Computer Science Degree
5 192 (2.75%) Microsoft Certification
6 183 (2.62%) Master's Degree
7 141 (2.02%) DV Cleared
8 121 (1.73%) CISSP
9 119 (1.70%) DBS Check
10 102 (1.46%) Cisco Certification
11 100 (1.43%) BPSS Clearance
12 82 (1.17%) ACCA
13 80 (1.14%) HND
14 69 (0.99%) CIMA
15 68 (0.97%) CISM
16 66 (0.94%) A+ Certification
16 66 (0.94%) Network+ Certification
17 65 (0.93%) PMI Certification
18 63 (0.90%) AWS Certification
18 63 (0.90%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 365 (5.22%) QA
2 302 (4.32%) Data Quality
3 238 (3.41%) GDPR
4 169 (2.42%) Cyber Essentials
5 164 (2.35%) ISO/IEC 27001
6 158 (2.26%) Accessibility
7 146 (2.09%) SLA
8 106 (1.52%) PCI DSS
9 79 (1.13%) NIST
10 55 (0.79%) Cyber Essentials PLUS
11 36 (0.52%) PMO
12 27 (0.39%) ISO 9001
13 22 (0.31%) GRC
14 20 (0.29%) SOC 2
15 18 (0.26%) Actionable Recommendations
16 15 (0.21%) WCAG
17 10 (0.14%) Software Quality Assurance
18 9 (0.13%) COBIT
18 9 (0.13%) HIPAA
19 8 (0.11%) ISAE 3402
System Software
1 768 (10.99%) Active Directory
2 288 (4.12%) Docker
3 221 (3.16%) Hyper-V
4 154 (2.20%) VMware Infrastructure
5 77 (1.10%) Terminal Server
6 37 (0.53%) Virtual Machines
7 31 (0.44%) Firmware
8 24 (0.34%) vSphere
9 21 (0.30%) VMware ESXi
10 11 (0.16%) Virtual Desktop
11 7 (0.10%) ProxySG
12 5 (0.072%) KVM
12 5 (0.072%) XenApp
13 4 (0.057%) Terminal Services
13 4 (0.057%) Virtual Servers
13 4 (0.057%) VMware NSX
14 3 (0.043%) Postfix
14 3 (0.043%) vCloud
14 3 (0.043%) VMware Workstation
14 3 (0.043%) Xen
Systems Management
1 297 (4.25%) Microsoft Intune
2 250 (3.58%) Kubernetes
3 248 (3.55%) Terraform
4 134 (1.92%) Ansible
5 62 (0.89%) Grafana
6 50 (0.72%) SCCM
7 42 (0.60%) BMC PATROL
8 40 (0.57%) Prometheus
9 24 (0.34%) Single Sign-On
10 23 (0.33%) Jamf Pro
11 19 (0.27%) FortiGate
12 18 (0.26%) Nagios
13 16 (0.23%) vCenter Server
14 13 (0.19%) PaperCut
15 12 (0.17%) Argo
15 12 (0.17%) ZABBIX
16 10 (0.14%) QRadar
17 9 (0.13%) Active Directory Federation Services
17 9 (0.13%) Cisco CUCM
17 9 (0.13%) Puppet
Vendors
1 1,814 (25.96%) Microsoft
2 457 (6.54%) SAP
3 276 (3.95%) VMware
4 259 (3.71%) Oracle
5 195 (2.79%) Cisco
6 172 (2.46%) Google
7 162 (2.32%) Salesforce
8 145 (2.07%) ServiceNow
9 124 (1.77%) Splunk
9 124 (1.77%) Veeam
10 123 (1.76%) Databricks
11 110 (1.57%) SolarWinds
12 83 (1.19%) Apple
13 82 (1.17%) Adobe
14 79 (1.13%) Nimble Storage
15 78 (1.12%) Tanium
16 77 (1.10%) Brocade
17 66 (0.94%) Sage
18 65 (0.93%) Workday
19 55 (0.79%) Dell