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

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 5 3 10
Rank change year-on-year -2 +7 +3
Permanent jobs citing Problem-Solving 6,975 10,079 6,802
As % of all permanent jobs in England 14.84% 16.98% 14.87%
As % of the Processes & Methodologies category 17.54% 19.85% 15.88%
Number of salaries quoted 4,623 4,259 4,884
10th Percentile £26,250 £29,950 £28,500
25th Percentile £30,868 £39,735 £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 39,773 50,774 42,841
As % of all permanent jobs advertised in England 84.63% 85.55% 93.64%
Number of salaries quoted 24,866 26,512 32,958
10th Percentile £28,250 £34,500 £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% - -3.04%
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 29 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 29 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 2,117 £65,000 - 1,032
South East -2 1,414 £40,000 -20.00% 1,247
North of England -3 1,328 £45,000 - 636
Midlands +2 971 £37,500 -25.00% 507
North West -3 718 £48,000 -4.00% 359
South West -1 593 £39,398 -28.37% 358
West Midlands +1 579 £42,500 -20.26% 331
Yorkshire -4 481 £34,250 -23.89% 199
East of England -2 470 £33,500 -36.19% 297
East Midlands +3 392 £32,500 -7.14% 172
North East 0 129 £33,500 +2.29% 81
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 (4.67%) Microsoft Exchange
2 298 (4.27%) SharePoint
3 90 (1.29%) Confluence
4 55 (0.79%) Apache Spark
5 47 (0.67%) Apache
6 45 (0.65%) IIS
7 33 (0.47%) CMS
8 32 (0.46%) Apache Airflow
9 29 (0.42%) WordPress
10 16 (0.23%) nginx
11 10 (0.14%) Headless CMS
11 10 (0.14%) Oracle SOA Suite
12 8 (0.11%) Apache Solr
13 7 (0.10%) Anypoint
13 7 (0.10%) SAS
14 6 (0.086%) HCL Notes
14 6 (0.086%) Umbraco
15 5 (0.072%) Apache Synapse
15 5 (0.072%) Drupal
15 5 (0.072%) Exchange Server 2013
Applications
1 559 (8.01%) Microsoft Office
2 539 (7.73%) Microsoft Excel
3 96 (1.38%) Microsoft PowerPoint
4 32 (0.46%) Maya
5 25 (0.36%) Microsoft Project
5 25 (0.36%) MS Visio
6 21 (0.30%) AutoCAD
7 19 (0.27%) Spreadsheet
8 16 (0.23%) Photoshop
9 14 (0.20%) Adobe Premiere
10 13 (0.19%) Adobe Creative Suite
11 12 (0.17%) Simulink
11 12 (0.17%) SOLIDWORKS
12 11 (0.16%) Adobe Illustrator
13 9 (0.13%) Adobe After Effects
14 7 (0.10%) Adobe XD
15 6 (0.086%) Trello
16 5 (0.072%) Chatbot
16 5 (0.072%) Mathcad
17 4 (0.057%) Autodesk Inventor
Business Applications
1 118 (1.69%) SAP S/4HANA
2 99 (1.42%) Dynamics CRM
3 43 (0.62%) NetSuite
4 25 (0.36%) Shopify
5 22 (0.32%) SAP FI
6 18 (0.26%) SAP CO
6 18 (0.26%) SAP FI/CO
7 17 (0.24%) SAP Business One
8 14 (0.20%) Payment Gateway
9 13 (0.19%) Oracle Payables
10 12 (0.17%) Endur
11 11 (0.16%) Exchequer
11 11 (0.16%) Oracle Receivables
11 11 (0.16%) SAP WM
12 10 (0.14%) Oracle Assets
12 10 (0.14%) Unit4 Business World
13 8 (0.11%) JDE EnterpriseOne
13 8 (0.11%) Sage 200
14 7 (0.10%) Salesforce CRM
15 6 (0.086%) SAP Hybris
Cloud Services
1 1,538 (22.05%) Azure
2 961 (13.78%) Microsoft 365
3 744 (10.67%) AWS
4 578 (8.29%) Power Platform
5 429 (6.15%) SaaS
6 297 (4.26%) Entra ID
7 262 (3.76%) GCP
8 162 (2.32%) Azure DevOps
9 151 (2.16%) Serverless
10 135 (1.94%) GitHub
11 113 (1.62%) Dynamics 365
12 105 (1.51%) Power Automate
13 83 (1.19%) AWS Lambda
14 77 (1.10%) PowerApps
15 73 (1.05%) Azure Data Factory
16 72 (1.03%) Amazon S3
17 64 (0.92%) OneDrive
18 59 (0.85%) Cloud Computing
18 59 (0.85%) PaaS
19 55 (0.79%) AWS CloudFormation
Communications & Networking
1 382 (5.48%) DNS
2 362 (5.19%) Firewall
3 326 (4.67%) DHCP
4 223 (3.20%) VPN
5 199 (2.85%) TCP/IP
6 178 (2.55%) WAN
7 177 (2.54%) Wi-Fi
8 174 (2.49%) LAN
9 116 (1.66%) VLAN
10 83 (1.19%) Broadband
11 78 (1.12%) VoIP
12 77 (1.10%) Network Security
13 74 (1.06%) Wireless
14 63 (0.90%) Remote Desktop
15 49 (0.70%) SAN
16 39 (0.56%) Internet
17 32 (0.46%) SD-WAN
18 28 (0.40%) Ethernet
19 26 (0.37%) BGP
20 25 (0.36%) OSPF
Database & Business Intelligence
1 496 (7.11%) Power BI
2 341 (4.89%) SQL Server
3 185 (2.65%) Relational Database
4 152 (2.18%) MySQL
5 137 (1.96%) PostgreSQL
6 134 (1.92%) Data Warehouse
7 133 (1.91%) Tableau
8 131 (1.88%) Data Lake
9 119 (1.71%) NoSQL
10 115 (1.65%) Amazon RDS
11 76 (1.09%) SQL Server Reporting Services
12 66 (0.95%) SAP BW
13 62 (0.89%) MongoDB
14 49 (0.70%) SQL Server Integration Services
15 48 (0.69%) Metadata
16 45 (0.65%) Big Data
17 38 (0.54%) Azure SQL Database
18 35 (0.50%) DynamoDB
19 34 (0.49%) GIS
20 32 (0.46%) Amazon Redshift
Development Applications
1 282 (4.04%) Git
2 279 (4.00%) JIRA
3 95 (1.36%) Jenkins
4 65 (0.93%) GitLab
5 58 (0.83%) Selenium
6 27 (0.39%) Cypress.io
7 23 (0.33%) Visual Studio
8 22 (0.32%) Bitbucket
9 18 (0.26%) Octopus Deploy
10 17 (0.24%) JUnit
10 17 (0.24%) SonarQube
11 16 (0.23%) Maven
12 15 (0.22%) Robot Framework
13 13 (0.19%) TeamCity
13 13 (0.19%) WebDriver
14 12 (0.17%) LabVIEW
14 12 (0.17%) Postman
14 12 (0.17%) Snyk
15 11 (0.16%) Cucumber
15 11 (0.16%) Rational DOORS
General
1 3,860 (55.34%) Social Skills
2 2,128 (30.51%) Analytical Skills
3 1,786 (25.61%) Finance
4 508 (7.28%) Law
5 507 (7.27%) Marketing
6 430 (6.16%) Retail
7 402 (5.76%) Inclusion and Diversity
8 378 (5.42%) Manufacturing
9 350 (5.02%) Banking
10 341 (4.89%) Organisational Skills
11 295 (4.23%) Legal
12 265 (3.80%) Public Sector
13 197 (2.82%) Telecoms
14 161 (2.31%) Electronics
15 154 (2.21%) Presentation Skills
16 143 (2.05%) Games
17 107 (1.53%) Influencing Skills
18 99 (1.42%) Automotive
19 86 (1.23%) Financial Institution
20 80 (1.15%) Documentation Skills
Job Titles
1 1,084 (15.54%) Analyst
2 862 (12.36%) Senior
3 683 (9.79%) IT Support
4 646 (9.26%) Developer
5 610 (8.75%) Support Engineer
6 571 (8.19%) Lead
7 410 (5.88%) Support Analyst
8 343 (4.92%) Technical Support
9 243 (3.48%) Technical Engineer
10 229 (3.28%) Architect
11 228 (3.27%) Technical Support Engineer
12 227 (3.25%) 2nd Line Support
13 226 (3.24%) IT Engineer
14 220 (3.15%) Consultant
14 220 (3.15%) Software Engineer
15 203 (2.91%) Business Analyst
16 193 (2.77%) Systems Engineer
17 189 (2.71%) IT Support Engineer
18 186 (2.67%) Support Technician
19 179 (2.57%) Applications Support
Libraries, Frameworks & Software Standards
1 309 (4.43%) .NET
2 297 (4.26%) React
3 263 (3.77%) HTML
4 232 (3.33%) CSS
5 169 (2.42%) REST
6 150 (2.15%) RESTful
7 140 (2.01%) Node.js
8 104 (1.49%) AngularJS
9 79 (1.13%) JSON
10 77 (1.10%) XML
11 75 (1.08%) ASP.NET
12 74 (1.06%) .NET Framework
13 73 (1.05%) Spring
14 71 (1.02%) Kafka
15 69 (0.99%) Vue
16 58 (0.83%) Web Services
17 55 (0.79%) SOAP
18 51 (0.73%) .NET Core
19 50 (0.72%) GraphQL
20 49 (0.70%) Django
Miscellaneous
1 552 (7.91%) Onboarding
2 513 (7.35%) Driving Licence
3 421 (6.04%) Self-Motivation
4 269 (3.86%) Management Information System
5 230 (3.30%) Analytical Mindset
6 187 (2.68%) Cloud Native
7 167 (2.39%) Product Ownership
8 137 (1.96%) Legacy Systems
9 127 (1.82%) Data Centre
10 108 (1.55%) Algorithms
11 107 (1.53%) FMCG
12 98 (1.41%) Enterprise Software
13 78 (1.12%) Data Structures
14 69 (0.99%) Operational Technology
14 69 (0.99%) Virtual Team
15 68 (0.97%) Distributed Systems
16 63 (0.90%) Security Posture
17 56 (0.80%) Mobile App
18 51 (0.73%) e-Learning
19 50 (0.72%) EPoS
Operating Systems
1 1,128 (16.17%) Windows
2 436 (6.25%) Windows Server
3 377 (5.41%) Linux
4 193 (2.77%) Windows 10
5 101 (1.45%) Mac OS
6 95 (1.36%) Windows Server 2016
7 74 (1.06%) Android
8 71 (1.02%) Unix
9 69 (0.99%) Apple iOS
10 39 (0.56%) Windows Server 2019
11 23 (0.33%) Windows 7
12 18 (0.26%) Windows Server 2012
13 17 (0.24%) 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 (0.086%) Ubuntu
18 5 (0.072%) Oracle Linux
19 4 (0.057%) Windows 8
Processes & Methodologies
1 1,246 (17.86%) Continuous Improvement
2 1,221 (17.51%) Agile
3 1,062 (15.23%) Customer Service
4 787 (11.28%) Analytics
5 676 (9.69%) Mentoring
6 670 (9.61%) AI
7 669 (9.59%) Business Intelligence
8 650 (9.32%) Decision-Making
9 620 (8.89%) Project Management
10 613 (8.79%) DevOps
11 605 (8.67%) ITIL
12 569 (8.16%) Cybersecurity
13 539 (7.73%) CI/CD
14 530 (7.60%) Computer Science
15 498 (7.14%) Software Engineering
16 483 (6.92%) ERP
17 476 (6.82%) Stakeholder Management
18 446 (6.39%) Data Analysis
19 430 (6.16%) Process Improvement
20 420 (6.02%) Change Management
Programming Languages
1 1,122 (16.09%) SQL
2 929 (13.32%) Python
3 419 (6.01%) JavaScript
4 399 (5.72%) C#
5 363 (5.20%) Java
6 304 (4.36%) PowerShell
7 168 (2.41%) TypeScript
8 111 (1.59%) Bash
9 108 (1.55%) PHP
10 99 (1.42%) C++
11 66 (0.95%) T-SQL
12 49 (0.70%) Data Analysis Expressions
13 44 (0.63%) Go
14 39 (0.56%) C
14 39 (0.56%) Kotlin
14 39 (0.56%) R
15 38 (0.54%) VBA
16 25 (0.36%) Bicep
16 25 (0.36%) MATLAB
16 25 (0.36%) Scala
Qualifications
1 1,641 (23.53%) Degree
2 503 (7.21%) Security Cleared
3 328 (4.70%) SC Cleared
4 271 (3.89%) Computer Science Degree
5 186 (2.67%) Microsoft Certification
6 182 (2.61%) Master's Degree
7 137 (1.96%) DV Cleared
8 118 (1.69%) DBS Check
9 117 (1.68%) CISSP
10 104 (1.49%) Cisco Certification
11 97 (1.39%) BPSS Clearance
12 84 (1.20%) ACCA
13 71 (1.02%) CIMA
14 68 (0.97%) CISM
14 68 (0.97%) HND
15 66 (0.95%) PMI Certification
16 65 (0.93%) AWS Certification
17 64 (0.92%) ITIL Foundation Certificate
17 64 (0.92%) Network+ Certification
18 63 (0.90%) PMP
Quality Assurance & Compliance
1 366 (5.25%) QA
2 303 (4.34%) Data Quality
3 235 (3.37%) GDPR
4 171 (2.45%) Cyber Essentials
5 167 (2.39%) ISO/IEC 27001
6 156 (2.24%) Accessibility
7 147 (2.11%) SLA
8 108 (1.55%) PCI DSS
9 77 (1.10%) NIST
10 56 (0.80%) Cyber Essentials PLUS
11 35 (0.50%) PMO
12 29 (0.42%) ISO 9001
13 22 (0.32%) GRC
14 20 (0.29%) SOC 2
15 18 (0.26%) Actionable Recommendations
16 14 (0.20%) WCAG
17 10 (0.14%) Software Quality Assurance
18 9 (0.13%) COBIT
18 9 (0.13%) HIPAA
18 9 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 778 (11.15%) Active Directory
2 297 (4.26%) Docker
3 221 (3.17%) Hyper-V
4 155 (2.22%) VMware Infrastructure
5 77 (1.10%) Terminal Server
6 38 (0.54%) Virtual Machines
7 30 (0.43%) Firmware
8 23 (0.33%) vSphere
9 21 (0.30%) VMware ESXi
10 11 (0.16%) Virtual Desktop
11 7 (0.10%) ProxySG
12 5 (0.072%) KVM
13 4 (0.057%) Terminal Services
13 4 (0.057%) Virtual Servers
13 4 (0.057%) VMware NSX
13 4 (0.057%) XenApp
14 3 (0.043%) BitLocker
14 3 (0.043%) Postfix
14 3 (0.043%) vCloud
14 3 (0.043%) VMware Workstation
Systems Management
1 302 (4.33%) Microsoft Intune
2 255 (3.66%) Terraform
3 251 (3.60%) Kubernetes
4 138 (1.98%) Ansible
5 60 (0.86%) Grafana
6 50 (0.72%) SCCM
7 42 (0.60%) BMC PATROL
8 41 (0.59%) Prometheus
9 23 (0.33%) Jamf Pro
9 23 (0.33%) Single Sign-On
10 18 (0.26%) FortiGate
10 18 (0.26%) Nagios
11 16 (0.23%) vCenter Server
12 13 (0.19%) PaperCut
13 12 (0.17%) Argo
13 12 (0.17%) ZABBIX
14 10 (0.14%) Puppet
14 10 (0.14%) QRadar
15 9 (0.13%) Active Directory Federation Services
15 9 (0.13%) Cisco CUCM
Vendors
1 1,819 (26.08%) Microsoft
2 450 (6.45%) SAP
3 279 (4.00%) VMware
4 258 (3.70%) Oracle
5 194 (2.78%) Cisco
6 166 (2.38%) Google
7 162 (2.32%) Salesforce
8 145 (2.08%) ServiceNow
9 129 (1.85%) Databricks
10 125 (1.79%) Veeam
11 122 (1.75%) Splunk
12 111 (1.59%) SolarWinds
13 85 (1.22%) Apple
14 84 (1.20%) Adobe
15 79 (1.13%) Nimble Storage
15 79 (1.13%) Tanium
16 77 (1.10%) Brocade
17 67 (0.96%) Sage
18 65 (0.93%) Workday
19 58 (0.83%) Dell