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

6 months to
2 Dec 2025
Same period 2024 Same period 2023
Rank 5 4 9
Rank change year-on-year -1 +5 +4
Permanent jobs citing Problem-Solving 6,821 9,811 6,721
As % of all permanent jobs in England 14.46% 17.13% 14.87%
As % of the Processes & Methodologies category 17.22% 19.89% 15.89%
Number of salaries quoted 4,538 4,145 4,820
10th Percentile £26,250 £30,500 £28,500
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 £73,750 £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 39,619 49,328 42,301
As % of all permanent jobs advertised in England 84.01% 86.14% 93.62%
Number of salaries quoted 24,754 25,663 32,651
10th Percentile £28,325 £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 2 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 2 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 2,058 £65,000 - 1,173
South East -2 1,391 £40,000 -20.00% 1,484
North of England -3 1,307 £45,000 -5.26% 1,095
Midlands +2 941 £37,500 -25.00% 639
North West -2 710 £48,000 -4.00% 566
South West -1 584 £39,398 -28.37% 419
West Midlands +1 562 £42,500 -20.26% 356
Yorkshire -4 476 £35,000 -22.22% 420
East of England -2 456 £33,500 -36.19% 396
East Midlands +3 379 £32,500 -7.14% 272
North East +2 121 £33,500 -33.00% 126
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 (4.75%) Microsoft Exchange
2 292 (4.28%) SharePoint
3 89 (1.30%) Confluence
4 52 (0.76%) Apache Spark
5 46 (0.67%) Apache
6 45 (0.66%) IIS
7 32 (0.47%) Apache Airflow
8 31 (0.45%) CMS
9 28 (0.41%) WordPress
10 12 (0.18%) 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
1 550 (8.06%) Microsoft Office
2 528 (7.74%) Microsoft Excel
3 94 (1.38%) Microsoft PowerPoint
4 34 (0.50%) Maya
5 26 (0.38%) MS Visio
6 25 (0.37%) 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%) Adobe XD
14 6 (0.088%) Trello
15 4 (0.059%) Autodesk Inventor
15 4 (0.059%) Chatbot
15 4 (0.059%) Mathcad
Business Applications
1 119 (1.74%) SAP S/4HANA
2 96 (1.41%) Dynamics CRM
3 41 (0.60%) 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 17 (0.25%) SAP Business One
8 13 (0.19%) Oracle Payables
8 13 (0.19%) Payment Gateway
9 12 (0.18%) Endur
10 11 (0.16%) Oracle Receivables
11 10 (0.15%) Exchequer
11 10 (0.15%) Oracle Assets
11 10 (0.15%) SAP WM
11 10 (0.15%) 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 (21.84%) Azure
2 949 (13.91%) Microsoft 365
3 717 (10.51%) AWS
4 560 (8.21%) Power Platform
5 418 (6.13%) SaaS
6 290 (4.25%) Entra ID
7 254 (3.72%) GCP
8 159 (2.33%) Azure DevOps
9 146 (2.14%) Serverless
10 135 (1.98%) GitHub
11 105 (1.54%) Dynamics 365
12 103 (1.51%) Power Automate
13 79 (1.16%) AWS Lambda
14 73 (1.07%) PowerApps
15 70 (1.03%) Azure Data Factory
16 68 (1.00%) Amazon S3
17 61 (0.89%) OneDrive
18 59 (0.86%) Cloud Computing
19 57 (0.84%) PaaS
20 55 (0.81%) AWS CloudFormation
Communications & Networking
1 370 (5.42%) DNS
2 350 (5.13%) Firewall
3 316 (4.63%) DHCP
4 216 (3.17%) VPN
5 187 (2.74%) TCP/IP
6 171 (2.51%) Wi-Fi
7 170 (2.49%) WAN
8 166 (2.43%) LAN
9 111 (1.63%) VLAN
10 76 (1.11%) VoIP
11 74 (1.08%) Broadband
12 72 (1.06%) Network Security
12 72 (1.06%) Wireless
13 63 (0.92%) Remote Desktop
14 48 (0.70%) SAN
15 37 (0.54%) Internet
16 33 (0.48%) SD-WAN
17 27 (0.40%) Ethernet
18 26 (0.38%) BGP
19 25 (0.37%) OSPF
Database & Business Intelligence
1 483 (7.08%) Power BI
2 335 (4.91%) SQL Server
3 179 (2.62%) Relational Database
4 139 (2.04%) MySQL
5 134 (1.96%) Data Warehouse
6 131 (1.92%) Tableau
7 129 (1.89%) PostgreSQL
8 123 (1.80%) Data Lake
9 113 (1.66%) Amazon RDS
10 111 (1.63%) NoSQL
11 74 (1.08%) SQL Server Reporting Services
12 66 (0.97%) SAP BW
13 59 (0.86%) MongoDB
14 47 (0.69%) Metadata
15 44 (0.65%) SQL Server Integration Services
16 43 (0.63%) Big Data
17 36 (0.53%) Azure SQL Database
18 34 (0.50%) DynamoDB
19 33 (0.48%) GIS
20 32 (0.47%) Amazon Redshift
Development Applications
1 270 (3.96%) JIRA
2 265 (3.89%) Git
3 91 (1.33%) Jenkins
4 66 (0.97%) GitLab
5 56 (0.82%) Selenium
6 26 (0.38%) Cypress.io
7 23 (0.34%) Visual Studio
8 21 (0.31%) Bitbucket
9 17 (0.25%) Octopus Deploy
10 15 (0.22%) JUnit
10 15 (0.22%) Robot Framework
10 15 (0.22%) SonarQube
11 14 (0.21%) Maven
12 13 (0.19%) WebDriver
13 12 (0.18%) LabVIEW
13 12 (0.18%) Snyk
13 12 (0.18%) TeamCity
14 11 (0.16%) Cucumber
14 11 (0.16%) Postman
14 11 (0.16%) Rational DOORS
General
1 3,794 (55.62%) Social Skills
2 2,087 (30.60%) Analytical Skills
3 1,726 (25.30%) Finance
4 481 (7.05%) Marketing
5 462 (6.77%) Law
6 421 (6.17%) Retail
7 368 (5.40%) Manufacturing
8 359 (5.26%) Inclusion and Diversity
9 337 (4.94%) Organisational Skills
10 319 (4.68%) Banking
11 287 (4.21%) Legal
12 265 (3.89%) Public Sector
13 195 (2.86%) Telecoms
14 160 (2.35%) Electronics
15 152 (2.23%) Presentation Skills
16 139 (2.04%) Games
17 100 (1.47%) Influencing Skills
18 96 (1.41%) Automotive
19 84 (1.23%) Financial Institution
20 82 (1.20%) Documentation Skills
Job Titles
1 1,065 (15.61%) Analyst
2 834 (12.23%) Senior
3 687 (10.07%) IT Support
4 607 (8.90%) Support Engineer
5 600 (8.80%) Developer
6 540 (7.92%) Lead
7 401 (5.88%) Support Analyst
8 333 (4.88%) Technical Support
9 237 (3.47%) Technical Engineer
10 231 (3.39%) IT Engineer
11 225 (3.30%) Architect
12 224 (3.28%) 2nd Line Support
13 222 (3.25%) Technical Support Engineer
14 220 (3.23%) Consultant
15 203 (2.98%) Business Analyst
16 194 (2.84%) IT Support Engineer
17 191 (2.80%) Software Engineer
18 188 (2.76%) Systems Engineer
19 186 (2.73%) Support Technician
20 181 (2.65%) Applications Support
Libraries, Frameworks & Software Standards
1 292 (4.28%) .NET
2 274 (4.02%) React
3 246 (3.61%) HTML
4 216 (3.17%) CSS
5 162 (2.38%) REST
6 140 (2.05%) RESTful
7 135 (1.98%) Node.js
8 101 (1.48%) AngularJS
9 77 (1.13%) JSON
10 76 (1.11%) XML
11 69 (1.01%) .NET Framework
11 69 (1.01%) Spring
12 68 (1.00%) ASP.NET
13 67 (0.98%) Kafka
14 63 (0.92%) Vue
15 52 (0.76%) GraphQL
15 52 (0.76%) SOAP
16 51 (0.75%) Web Services
17 49 (0.72%) Django
18 46 (0.67%) Flask
Miscellaneous
1 549 (8.05%) Onboarding
2 516 (7.56%) Driving Licence
3 411 (6.03%) Self-Motivation
4 258 (3.78%) Management Information System
5 223 (3.27%) Analytical Mindset
6 176 (2.58%) Cloud Native
7 161 (2.36%) Product Ownership
8 135 (1.98%) Legacy Systems
9 125 (1.83%) Data Centre
10 105 (1.54%) Algorithms
11 103 (1.51%) FMCG
12 99 (1.45%) Enterprise Software
13 76 (1.11%) Data Structures
14 69 (1.01%) Virtual Team
15 64 (0.94%) Distributed Systems
15 64 (0.94%) Operational Technology
16 62 (0.91%) Security Posture
17 52 (0.76%) Mobile App
18 50 (0.73%) e-Learning
19 48 (0.70%) EPoS
Operating Systems
1 1,114 (16.33%) Windows
2 425 (6.23%) Windows Server
3 369 (5.41%) Linux
4 192 (2.81%) Windows 10
5 98 (1.44%) Mac OS
6 96 (1.41%) Windows Server 2016
7 72 (1.06%) Android
8 66 (0.97%) Apple iOS
8 66 (0.97%) Unix
9 40 (0.59%) Windows Server 2019
10 23 (0.34%) Windows 7
11 18 (0.26%) VMS
11 18 (0.26%) Windows Server 2012
12 15 (0.22%) Red Hat Enterprise Linux
13 9 (0.13%) Mac OS X
14 7 (0.10%) CentOS
14 7 (0.10%) Windows Server 2008
15 6 (0.088%) Ubuntu
16 5 (0.073%) Oracle Linux
17 4 (0.059%) Windows 8
Processes & Methodologies
1 1,228 (18.00%) Continuous Improvement
2 1,170 (17.15%) Agile
3 1,035 (15.17%) Customer Service
4 769 (11.27%) Analytics
5 656 (9.62%) Business Intelligence
6 651 (9.54%) Mentoring
7 648 (9.50%) AI
8 634 (9.29%) Decision-Making
9 616 (9.03%) Project Management
10 594 (8.71%) ITIL
11 593 (8.69%) DevOps
12 568 (8.33%) Cybersecurity
13 516 (7.56%) CI/CD
14 504 (7.39%) Computer Science
15 473 (6.93%) ERP
16 467 (6.85%) Stakeholder Management
17 463 (6.79%) Software Engineering
18 432 (6.33%) Data Analysis
19 420 (6.16%) Process Improvement
20 419 (6.14%) Change Management
Programming Languages
1 1,098 (16.10%) SQL
2 898 (13.17%) Python
3 392 (5.75%) JavaScript
4 380 (5.57%) C#
5 340 (4.98%) Java
6 302 (4.43%) PowerShell
7 155 (2.27%) TypeScript
8 111 (1.63%) Bash
9 99 (1.45%) PHP
10 96 (1.41%) C++
11 62 (0.91%) T-SQL
12 49 (0.72%) Data Analysis Expressions
13 43 (0.63%) Go
14 39 (0.57%) R
15 38 (0.56%) C
16 36 (0.53%) VBA
17 34 (0.50%) Kotlin
18 26 (0.38%) MATLAB
19 25 (0.37%) Bicep
19 25 (0.37%) Scala
Qualifications
1 1,613 (23.65%) Degree
2 501 (7.34%) Security Cleared
3 324 (4.75%) SC Cleared
4 252 (3.69%) Computer Science Degree
5 182 (2.67%) Microsoft Certification
6 181 (2.65%) Master's Degree
7 137 (2.01%) DV Cleared
8 115 (1.69%) CISSP
8 115 (1.69%) DBS Check
9 98 (1.44%) BPSS Clearance
10 97 (1.42%) Cisco Certification
11 85 (1.25%) ACCA
12 71 (1.04%) CIMA
13 68 (1.00%) CISM
14 67 (0.98%) HND
15 66 (0.97%) PMI Certification
16 64 (0.94%) AWS Certification
17 63 (0.92%) A+ Certification
17 63 (0.92%) ITIL Foundation Certificate
18 62 (0.91%) PMP
Quality Assurance & Compliance
1 362 (5.31%) QA
2 303 (4.44%) Data Quality
3 226 (3.31%) GDPR
4 173 (2.54%) Cyber Essentials
5 168 (2.46%) ISO/IEC 27001
6 151 (2.21%) Accessibility
7 145 (2.13%) SLA
8 109 (1.60%) PCI DSS
9 79 (1.16%) NIST
10 57 (0.84%) Cyber Essentials PLUS
11 35 (0.51%) PMO
12 29 (0.43%) ISO 9001
13 21 (0.31%) GRC
13 21 (0.31%) SOC 2
14 18 (0.26%) Actionable Recommendations
15 14 (0.21%) WCAG
16 10 (0.15%) COBIT
16 10 (0.15%) Software Quality Assurance
17 9 (0.13%) HIPAA
17 9 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 765 (11.22%) Active Directory
2 280 (4.10%) Docker
3 218 (3.20%) Hyper-V
4 150 (2.20%) VMware Infrastructure
5 77 (1.13%) Terminal Server
6 38 (0.56%) Virtual Machines
7 29 (0.43%) Firmware
8 22 (0.32%) vSphere
9 20 (0.29%) VMware ESXi
10 11 (0.16%) Virtual Desktop
11 6 (0.088%) ProxySG
12 5 (0.073%) KVM
13 4 (0.059%) Virtual Servers
13 4 (0.059%) VMware NSX
13 4 (0.059%) XenApp
14 3 (0.044%) BitLocker
14 3 (0.044%) Postfix
14 3 (0.044%) Terminal Services
14 3 (0.044%) vCloud
14 3 (0.044%) VMware Workstation
Systems Management
1 293 (4.30%) Microsoft Intune
2 250 (3.67%) Terraform
3 236 (3.46%) Kubernetes
4 133 (1.95%) Ansible
5 61 (0.89%) Grafana
6 50 (0.73%) SCCM
7 42 (0.62%) BMC PATROL
7 42 (0.62%) Prometheus
8 24 (0.35%) Single Sign-On
9 22 (0.32%) Jamf Pro
10 19 (0.28%) Nagios
11 17 (0.25%) FortiGate
12 16 (0.23%) vCenter Server
13 13 (0.19%) Argo
13 13 (0.19%) PaperCut
14 12 (0.18%) ZABBIX
15 10 (0.15%) Active Directory Federation Services
15 10 (0.15%) QRadar
16 9 (0.13%) Cisco CUCM
16 9 (0.13%) Puppet
Vendors
1 1,786 (26.18%) Microsoft
2 445 (6.52%) SAP
3 272 (3.99%) VMware
4 252 (3.69%) Oracle
5 187 (2.74%) Cisco
6 156 (2.29%) Google
6 156 (2.29%) Salesforce
7 142 (2.08%) ServiceNow
8 125 (1.83%) Veeam
9 124 (1.82%) Databricks
10 119 (1.74%) Splunk
11 111 (1.63%) SolarWinds
12 86 (1.26%) Apple
13 80 (1.17%) Adobe
14 79 (1.16%) Nimble Storage
14 79 (1.16%) Tanium
15 77 (1.13%) Brocade
16 65 (0.95%) Sage
17 62 (0.91%) Workday
18 57 (0.84%) Dell