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

6 months to
23 Nov 2025
Same period 2024 Same period 2023
Rank 5 5 9
Rank change year-on-year 0 +4 +2
Permanent jobs citing Problem-Solving 7,040 10,033 6,923
As % of all permanent jobs in England 15.24% 16.31% 14.88%
As % of the Processes & Methodologies category 17.88% 19.35% 15.88%
Number of salaries quoted 4,658 4,264 4,982
10th Percentile £26,250 £29,750 £28,500
25th Percentile £30,780 £39,665 £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 39,369 51,858 43,590
As % of all permanent jobs advertised in England 85.22% 84.32% 93.70%
Number of salaries quoted 24,574 27,331 33,414
10th Percentile £28,250 £34,000 £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% - -1.93%
75th Percentile £75,000 £80,000 £81,250
90th Percentile £95,000 £99,500 £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 23 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 23 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 2,124 £65,000 - 952
South East -1 1,428 £40,000 -20.00% 1,112
North of England -2 1,348 £45,000 - 629
Midlands +2 975 £37,500 -25.00% 496
North West -3 723 £48,000 -4.00% 368
South West +2 601 £37,500 -31.82% 363
West Midlands +1 580 £42,500 -19.81% 325
Yorkshire -3 491 £32,500 -27.78% 187
East of England -2 488 £33,500 -36.19% 283
East Midlands +3 395 £32,500 -7.14% 161
North East 0 134 £33,500 +2.29% 77
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 (4.60%) Microsoft Exchange
2 300 (4.26%) SharePoint
3 92 (1.31%) Confluence
4 51 (0.72%) Apache Spark
5 44 (0.63%) Apache
5 44 (0.63%) IIS
6 33 (0.47%) CMS
7 28 (0.40%) Apache Airflow
8 27 (0.38%) WordPress
9 13 (0.18%) 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 (0.099%) Anypoint
13 6 (0.085%) HCL Notes
13 6 (0.085%) Umbraco
14 5 (0.071%) Exchange Server 2013
15 4 (0.057%) ArcGIS
15 4 (0.057%) WebLogic
Applications
1 562 (7.98%) Microsoft Office
2 561 (7.97%) Microsoft Excel
3 99 (1.41%) Microsoft PowerPoint
4 26 (0.37%) Maya
5 25 (0.36%) Microsoft Project
5 25 (0.36%) MS Visio
6 22 (0.31%) AutoCAD
7 19 (0.27%) Spreadsheet
8 18 (0.26%) Simulink
9 17 (0.24%) Photoshop
10 15 (0.21%) Adobe Premiere
11 13 (0.18%) Adobe Creative Suite
12 12 (0.17%) SOLIDWORKS
13 11 (0.16%) Adobe Illustrator
14 10 (0.14%) Mathcad
15 9 (0.13%) Adobe After Effects
15 9 (0.13%) Adobe XD
16 6 (0.085%) Trello
17 5 (0.071%) Revit
18 4 (0.057%) CATIA
Business Applications
1 119 (1.69%) SAP S/4HANA
2 99 (1.41%) Dynamics CRM
3 44 (0.63%) NetSuite
4 28 (0.40%) 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 (0.18%) 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
13 8 (0.11%) Salesforce CRM
14 6 (0.085%) SAP Hybris
Cloud Services
1 1,539 (21.86%) Azure
2 957 (13.59%) Microsoft 365
3 737 (10.47%) AWS
4 600 (8.52%) Power Platform
5 426 (6.05%) SaaS
6 294 (4.18%) Entra ID
7 260 (3.69%) GCP
8 157 (2.23%) Azure DevOps
9 150 (2.13%) Serverless
10 132 (1.88%) GitHub
11 115 (1.63%) Dynamics 365
12 104 (1.48%) Power Automate
13 83 (1.18%) AWS Lambda
14 77 (1.09%) PowerApps
15 72 (1.02%) Azure Data Factory
16 69 (0.98%) Amazon S3
17 67 (0.95%) OneDrive
18 58 (0.82%) PaaS
19 56 (0.80%) Cloud Computing
20 52 (0.74%) AWS CloudFormation
Communications & Networking
1 371 (5.27%) DNS
2 370 (5.26%) Firewall
3 319 (4.53%) DHCP
4 227 (3.22%) VPN
5 198 (2.81%) TCP/IP
6 176 (2.50%) WAN
7 175 (2.49%) LAN
8 170 (2.41%) Wi-Fi
9 112 (1.59%) VLAN
10 89 (1.26%) Broadband
11 79 (1.12%) Network Security
12 78 (1.11%) VoIP
13 73 (1.04%) Wireless
14 64 (0.91%) Remote Desktop
15 41 (0.58%) SAN
16 40 (0.57%) Internet
17 31 (0.44%) SD-WAN
18 29 (0.41%) BGP
18 29 (0.41%) Ethernet
19 27 (0.38%) OSPF
Database & Business Intelligence
1 518 (7.36%) Power BI
2 349 (4.96%) SQL Server
3 183 (2.60%) Relational Database
4 150 (2.13%) MySQL
5 137 (1.95%) Tableau
6 135 (1.92%) Data Lake
6 135 (1.92%) Data Warehouse
7 133 (1.89%) PostgreSQL
8 120 (1.70%) Amazon RDS
9 117 (1.66%) NoSQL
10 80 (1.14%) SQL Server Reporting Services
11 65 (0.92%) SAP BW
12 61 (0.87%) MongoDB
13 51 (0.72%) SQL Server Integration Services
14 48 (0.68%) Metadata
15 44 (0.63%) Big Data
16 40 (0.57%) Azure SQL Database
17 35 (0.50%) GIS
18 33 (0.47%) Oracle Database
19 32 (0.45%) DynamoDB
Development Applications
1 285 (4.05%) JIRA
2 277 (3.93%) Git
3 86 (1.22%) Jenkins
4 56 (0.80%) Selenium
5 54 (0.77%) GitLab
6 24 (0.34%) Cypress.io
7 23 (0.33%) Visual Studio
8 20 (0.28%) Bitbucket
9 19 (0.27%) Octopus Deploy
10 17 (0.24%) JUnit
11 15 (0.21%) Robot Framework
12 14 (0.20%) SonarQube
13 13 (0.18%) Maven
14 12 (0.17%) LabVIEW
14 12 (0.17%) Postman
14 12 (0.17%) Snyk
15 11 (0.16%) Rational DOORS
15 11 (0.16%) TeamCity
15 11 (0.16%) WebDriver
16 10 (0.14%) Vite
General
1 3,924 (55.74%) Social Skills
2 2,167 (30.78%) Analytical Skills
3 1,808 (25.68%) Finance
4 522 (7.41%) Law
5 511 (7.26%) Marketing
6 439 (6.24%) Retail
7 412 (5.85%) Inclusion and Diversity
8 399 (5.67%) Manufacturing
9 354 (5.03%) Banking
10 343 (4.87%) Organisational Skills
11 301 (4.28%) Legal
12 260 (3.69%) Public Sector
13 202 (2.87%) Telecoms
14 162 (2.30%) Electronics
15 152 (2.16%) Presentation Skills
16 144 (2.05%) Games
17 112 (1.59%) Influencing Skills
18 105 (1.49%) Automotive
19 83 (1.18%) Financial Institution
20 78 (1.11%) Documentation Skills
Job Titles
1 1,137 (16.15%) Analyst
2 866 (12.30%) Senior
3 681 (9.67%) IT Support
4 661 (9.39%) Developer
5 605 (8.59%) Support Engineer
6 569 (8.08%) Lead
7 424 (6.02%) Support Analyst
8 349 (4.96%) Technical Support
9 248 (3.52%) Technical Engineer
10 233 (3.31%) Technical Support Engineer
11 231 (3.28%) 2nd Line Support
12 224 (3.18%) Architect
13 222 (3.15%) Consultant
14 220 (3.13%) Software Engineer
15 214 (3.04%) IT Engineer
16 206 (2.93%) Business Analyst
17 202 (2.87%) Systems Engineer
18 183 (2.60%) Support Technician
19 182 (2.59%) Applications Support
19 182 (2.59%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 314 (4.46%) .NET
2 294 (4.18%) React
3 269 (3.82%) HTML
4 243 (3.45%) CSS
5 174 (2.47%) REST
6 149 (2.12%) RESTful
7 136 (1.93%) Node.js
8 102 (1.45%) AngularJS
9 82 (1.16%) JSON
10 80 (1.14%) ASP.NET
11 79 (1.12%) XML
12 75 (1.07%) .NET Framework
13 69 (0.98%) Kafka
13 69 (0.98%) Spring
13 69 (0.98%) Vue
14 61 (0.87%) Web Services
15 56 (0.80%) SOAP
16 53 (0.75%) GraphQL
17 49 (0.70%) .NET Core
18 47 (0.67%) Django
Miscellaneous
1 546 (7.76%) Onboarding
2 526 (7.47%) Driving Licence
3 421 (5.98%) Self-Motivation
4 282 (4.01%) Management Information System
5 230 (3.27%) Analytical Mindset
6 177 (2.51%) Cloud Native
7 164 (2.33%) Product Ownership
8 135 (1.92%) Legacy Systems
9 128 (1.82%) Data Centre
10 112 (1.59%) FMCG
11 106 (1.51%) Algorithms
12 86 (1.22%) Enterprise Software
13 79 (1.12%) Data Structures
14 76 (1.08%) Operational Technology
15 71 (1.01%) Virtual Team
16 66 (0.94%) Security Posture
17 62 (0.88%) Distributed Systems
18 61 (0.87%) Mobile App
19 56 (0.80%) e-Learning
20 50 (0.71%) EPoS
Operating Systems
1 1,142 (16.22%) Windows
2 437 (6.21%) Windows Server
3 375 (5.33%) Linux
4 196 (2.78%) Windows 10
5 104 (1.48%) Mac OS
6 94 (1.34%) Windows Server 2016
7 78 (1.11%) Android
8 74 (1.05%) Unix
9 70 (0.99%) 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 15 (0.21%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.099%) CentOS
16 7 (0.099%) Windows Server 2008
17 6 (0.085%) Ubuntu
18 4 (0.057%) OpenWrt
18 4 (0.057%) Solaris
Processes & Methodologies
1 1,254 (17.81%) Continuous Improvement
2 1,215 (17.26%) Agile
3 1,084 (15.40%) Customer Service
4 794 (11.28%) Analytics
5 688 (9.77%) Business Intelligence
6 672 (9.55%) Mentoring
7 666 (9.46%) AI
8 651 (9.25%) Decision-Making
9 627 (8.91%) Project Management
10 609 (8.65%) ITIL
11 598 (8.49%) DevOps
12 576 (8.18%) Cybersecurity
13 536 (7.61%) Computer Science
14 520 (7.39%) CI/CD
15 510 (7.24%) Software Engineering
16 492 (6.99%) ERP
17 475 (6.75%) Stakeholder Management
18 458 (6.51%) Data Analysis
19 442 (6.28%) Process Improvement
20 424 (6.02%) Change Management
Programming Languages
1 1,147 (16.29%) SQL
2 931 (13.22%) Python
3 428 (6.08%) JavaScript
4 411 (5.84%) C#
5 362 (5.14%) Java
6 300 (4.26%) PowerShell
7 168 (2.39%) TypeScript
8 109 (1.55%) PHP
9 107 (1.52%) Bash
10 103 (1.46%) C++
11 69 (0.98%) T-SQL
12 48 (0.68%) Data Analysis Expressions
13 47 (0.67%) Go
14 43 (0.61%) R
15 42 (0.60%) VBA
16 40 (0.57%) C
17 39 (0.55%) Kotlin
18 32 (0.45%) MATLAB
19 24 (0.34%) Bicep
20 23 (0.33%) Shell Script
Qualifications
1 1,646 (23.38%) Degree
2 512 (7.27%) Security Cleared
3 333 (4.73%) SC Cleared
4 271 (3.85%) Computer Science Degree
5 191 (2.71%) Microsoft Certification
6 182 (2.59%) Master's Degree
7 143 (2.03%) DV Cleared
8 125 (1.78%) DBS Check
9 122 (1.73%) CISSP
10 99 (1.41%) Cisco Certification
11 97 (1.38%) BPSS Clearance
12 81 (1.15%) ACCA
13 80 (1.14%) HND
14 69 (0.98%) CIMA
15 68 (0.97%) CISM
16 67 (0.95%) HNC
17 66 (0.94%) PMI Certification
18 63 (0.89%) ITIL Foundation Certificate
18 63 (0.89%) Network+ Certification
18 63 (0.89%) PMP
Quality Assurance & Compliance
1 365 (5.18%) QA
2 299 (4.25%) Data Quality
3 239 (3.39%) GDPR
4 169 (2.40%) Cyber Essentials
5 161 (2.29%) ISO/IEC 27001
6 158 (2.24%) Accessibility
7 150 (2.13%) SLA
8 106 (1.51%) PCI DSS
9 79 (1.12%) NIST
10 55 (0.78%) Cyber Essentials PLUS
11 36 (0.51%) PMO
12 27 (0.38%) ISO 9001
13 22 (0.31%) GRC
14 20 (0.28%) SOC 2
15 18 (0.26%) Actionable Recommendations
16 15 (0.21%) WCAG
17 10 (0.14%) ISO/IEC 15288
17 10 (0.14%) Software Quality Assurance
18 9 (0.13%) COBIT
18 9 (0.13%) HIPAA
System Software
1 772 (10.97%) Active Directory
2 286 (4.06%) Docker
3 223 (3.17%) Hyper-V
4 155 (2.20%) VMware Infrastructure
5 77 (1.09%) Terminal Server
6 37 (0.53%) Virtual Machines
7 31 (0.44%) Firmware
8 24 (0.34%) vSphere
9 22 (0.31%) VMware ESXi
10 11 (0.16%) Virtual Desktop
11 7 (0.099%) ProxySG
12 5 (0.071%) KVM
12 5 (0.071%) Terminal Services
12 5 (0.071%) XenApp
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 (4.22%) Microsoft Intune
2 248 (3.52%) Kubernetes
3 245 (3.48%) Terraform
4 133 (1.89%) Ansible
5 62 (0.88%) Grafana
6 49 (0.70%) SCCM
7 42 (0.60%) BMC PATROL
8 40 (0.57%) Prometheus
9 23 (0.33%) Jamf Pro
9 23 (0.33%) Single Sign-On
10 19 (0.27%) FortiGate
11 18 (0.26%) Nagios
12 16 (0.23%) vCenter Server
13 13 (0.18%) PaperCut
14 12 (0.17%) ZABBIX
15 11 (0.16%) Argo
16 10 (0.14%) Active Directory Federation Services
16 10 (0.14%) QRadar
17 9 (0.13%) Cisco CUCM
17 9 (0.13%) Puppet
Vendors
1 1,826 (25.94%) Microsoft
2 459 (6.52%) SAP
3 280 (3.98%) VMware
4 262 (3.72%) Oracle
5 195 (2.77%) Cisco
6 172 (2.44%) Google
7 164 (2.33%) Salesforce
8 146 (2.07%) ServiceNow
9 124 (1.76%) Splunk
9 124 (1.76%) Veeam
10 123 (1.75%) Databricks
11 111 (1.58%) SolarWinds
12 84 (1.19%) Apple
13 82 (1.16%) Adobe
14 79 (1.12%) Nimble Storage
15 78 (1.11%) Tanium
16 77 (1.09%) Brocade
17 68 (0.97%) Sage
18 66 (0.94%) Workday
19 55 (0.78%) Siemens