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

6 months to
30 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 6,878 9,990 6,777
As % of all permanent jobs in England 14.63% 17.04% 14.88%
As % of the Processes & Methodologies category 17.36% 19.87% 15.89%
Number of salaries quoted 4,574 4,204 4,868
10th Percentile £26,250 £30,500 £28,500
25th Percentile £30,750 £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 39,618 50,267 42,652
As % of all permanent jobs advertised in England 84.29% 85.72% 93.63%
Number of salaries quoted 24,725 26,234 32,881
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% - -3.23%
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 30 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 30 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 0 2,069 £65,000 - 970
South East -2 1,407 £40,000 -20.00% 1,177
North of England -3 1,316 £45,000 -5.26% 624
Midlands +2 952 £37,500 -25.00% 481
North West -3 709 £48,000 -4.00% 350
South West -1 588 £38,818 -29.42% 350
West Midlands 0 571 £42,500 -20.26% 313
Yorkshire -3 483 £33,250 -26.11% 196
East of England -2 464 £33,113 -36.93% 292
East Midlands +3 381 £32,500 -7.14% 164
North East +2 124 £33,500 -31.28% 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
1 324 (4.71%) Microsoft Exchange
2 297 (4.32%) SharePoint
3 88 (1.28%) Confluence
4 52 (0.76%) Apache Spark
5 46 (0.67%) Apache
6 45 (0.65%) IIS
7 32 (0.47%) Apache Airflow
7 32 (0.47%) CMS
8 28 (0.41%) WordPress
9 12 (0.17%) nginx
10 10 (0.15%) Headless CMS
11 9 (0.13%) Oracle SOA Suite
12 7 (0.10%) Anypoint
12 7 (0.10%) Apache Solr
12 7 (0.10%) SAS
13 6 (0.087%) HCL Notes
14 5 (0.073%) Apache Synapse
14 5 (0.073%) Drupal
14 5 (0.073%) Exchange Server 2013
14 5 (0.073%) Umbraco
Applications
1 556 (8.08%) Microsoft Office
2 535 (7.78%) Microsoft Excel
3 95 (1.38%) Microsoft PowerPoint
4 32 (0.47%) Maya
5 26 (0.38%) MS Visio
6 25 (0.36%) Microsoft Project
7 21 (0.31%) AutoCAD
8 19 (0.28%) Spreadsheet
9 16 (0.23%) Photoshop
10 14 (0.20%) Adobe Premiere
11 13 (0.19%) Adobe Creative Suite
12 12 (0.17%) Simulink
12 12 (0.17%) SOLIDWORKS
13 11 (0.16%) Adobe Illustrator
14 9 (0.13%) Adobe After Effects
15 6 (0.087%) Adobe XD
15 6 (0.087%) Trello
16 5 (0.073%) Mathcad
17 4 (0.058%) Autodesk Inventor
17 4 (0.058%) Chatbot
Business Applications
1 118 (1.72%) SAP S/4HANA
2 97 (1.41%) Dynamics CRM
3 42 (0.61%) 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 (0.25%) SAP Business One
8 13 (0.19%) Oracle Payables
8 13 (0.19%) Payment Gateway
9 12 (0.17%) Endur
10 11 (0.16%) Oracle Receivables
10 11 (0.16%) SAP WM
11 10 (0.15%) Exchequer
11 10 (0.15%) Oracle Assets
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 (0.087%) SAP Hybris
Cloud Services
1 1,514 (22.01%) Azure
2 958 (13.93%) Microsoft 365
3 722 (10.50%) AWS
4 570 (8.29%) Power Platform
5 421 (6.12%) SaaS
6 294 (4.27%) Entra ID
7 253 (3.68%) GCP
8 159 (2.31%) Azure DevOps
9 146 (2.12%) Serverless
10 133 (1.93%) GitHub
11 107 (1.56%) Dynamics 365
12 105 (1.53%) Power Automate
13 80 (1.16%) AWS Lambda
14 75 (1.09%) PowerApps
15 71 (1.03%) Azure Data Factory
16 69 (1.00%) Amazon S3
17 64 (0.93%) OneDrive
18 58 (0.84%) Cloud Computing
19 57 (0.83%) PaaS
20 55 (0.80%) AWS CloudFormation
Communications & Networking
1 371 (5.39%) DNS
2 359 (5.22%) Firewall
3 318 (4.62%) DHCP
4 217 (3.15%) VPN
5 191 (2.78%) TCP/IP
6 174 (2.53%) Wi-Fi
7 172 (2.50%) WAN
8 168 (2.44%) LAN
9 112 (1.63%) VLAN
10 78 (1.13%) Broadband
10 78 (1.13%) VoIP
11 73 (1.06%) Network Security
11 73 (1.06%) Wireless
12 63 (0.92%) Remote Desktop
13 48 (0.70%) SAN
14 39 (0.57%) Internet
15 32 (0.47%) SD-WAN
16 28 (0.41%) Ethernet
17 26 (0.38%) BGP
18 25 (0.36%) OSPF
Database & Business Intelligence
1 492 (7.15%) Power BI
2 337 (4.90%) SQL Server
3 179 (2.60%) Relational Database
4 139 (2.02%) MySQL
5 133 (1.93%) Data Warehouse
6 132 (1.92%) Tableau
7 129 (1.88%) Data Lake
7 129 (1.88%) PostgreSQL
8 114 (1.66%) Amazon RDS
9 111 (1.61%) NoSQL
10 75 (1.09%) SQL Server Reporting Services
11 66 (0.96%) SAP BW
12 59 (0.86%) MongoDB
13 47 (0.68%) Metadata
13 47 (0.68%) SQL Server Integration Services
14 43 (0.63%) Big Data
15 38 (0.55%) Azure SQL Database
16 34 (0.49%) DynamoDB
17 33 (0.48%) GIS
18 32 (0.47%) Amazon Redshift
Development Applications
1 270 (3.93%) JIRA
2 264 (3.84%) Git
3 91 (1.32%) Jenkins
4 64 (0.93%) GitLab
5 57 (0.83%) Selenium
6 26 (0.38%) Cypress.io
7 24 (0.35%) Visual Studio
8 21 (0.31%) Bitbucket
9 17 (0.25%) Octopus Deploy
10 16 (0.23%) JUnit
11 15 (0.22%) Maven
11 15 (0.22%) Robot Framework
11 15 (0.22%) SonarQube
12 13 (0.19%) WebDriver
13 12 (0.17%) LabVIEW
13 12 (0.17%) Snyk
13 12 (0.17%) TeamCity
14 11 (0.16%) Cucumber
14 11 (0.16%) Postman
14 11 (0.16%) Rational DOORS
General
1 3,824 (55.60%) Social Skills
2 2,104 (30.59%) Analytical Skills
3 1,746 (25.39%) Finance
4 488 (7.10%) Marketing
5 473 (6.88%) Law
6 425 (6.18%) Retail
7 375 (5.45%) Manufacturing
8 371 (5.39%) Inclusion and Diversity
9 338 (4.91%) Organisational Skills
10 325 (4.73%) Banking
11 293 (4.26%) Legal
12 262 (3.81%) Public Sector
13 197 (2.86%) Telecoms
14 161 (2.34%) Electronics
15 154 (2.24%) Presentation Skills
16 138 (2.01%) Games
17 106 (1.54%) Influencing Skills
18 97 (1.41%) Automotive
19 85 (1.24%) Financial Institution
20 81 (1.18%) Documentation Skills
Job Titles
1 1,080 (15.70%) Analyst
2 846 (12.30%) Senior
3 687 (9.99%) IT Support
4 611 (8.88%) Support Engineer
5 608 (8.84%) Developer
6 544 (7.91%) Lead
7 409 (5.95%) Support Analyst
8 342 (4.97%) Technical Support
9 243 (3.53%) Technical Engineer
10 228 (3.31%) IT Engineer
10 228 (3.31%) Technical Support Engineer
11 227 (3.30%) 2nd Line Support
12 225 (3.27%) Architect
13 219 (3.18%) Consultant
14 203 (2.95%) Business Analyst
15 194 (2.82%) Software Engineer
16 193 (2.81%) Systems Engineer
17 191 (2.78%) IT Support Engineer
18 187 (2.72%) Support Technician
19 177 (2.57%) Applications Support
Libraries, Frameworks & Software Standards
1 297 (4.32%) .NET
2 280 (4.07%) React
3 255 (3.71%) HTML
4 223 (3.24%) CSS
5 163 (2.37%) REST
6 142 (2.06%) RESTful
7 135 (1.96%) Node.js
8 101 (1.47%) AngularJS
9 78 (1.13%) JSON
10 77 (1.12%) XML
11 71 (1.03%) ASP.NET
12 70 (1.02%) .NET Framework
12 70 (1.02%) Spring
13 67 (0.97%) Kafka
14 63 (0.92%) Vue
15 53 (0.77%) SOAP
15 53 (0.77%) Web Services
16 50 (0.73%) GraphQL
17 48 (0.70%) Django
18 47 (0.68%) .NET Core
Miscellaneous
1 551 (8.01%) Onboarding
2 513 (7.46%) Driving Licence
3 419 (6.09%) Self-Motivation
4 266 (3.87%) Management Information System
5 230 (3.34%) Analytical Mindset
6 179 (2.60%) Cloud Native
7 160 (2.33%) Product Ownership
8 135 (1.96%) Legacy Systems
9 127 (1.85%) Data Centre
10 107 (1.56%) FMCG
11 104 (1.51%) Algorithms
12 96 (1.40%) Enterprise Software
13 75 (1.09%) Data Structures
14 70 (1.02%) Operational Technology
15 69 (1.00%) Virtual Team
16 64 (0.93%) Distributed Systems
17 63 (0.92%) Security Posture
18 52 (0.76%) Mobile App
19 51 (0.74%) e-Learning
20 50 (0.73%) EPoS
Operating Systems
1 1,124 (16.34%) Windows
2 431 (6.27%) Windows Server
3 367 (5.34%) Linux
4 193 (2.81%) Windows 10
5 98 (1.42%) Mac OS
6 95 (1.38%) Windows Server 2016
7 72 (1.05%) Android
8 67 (0.97%) Apple iOS
9 66 (0.96%) Unix
10 39 (0.57%) Windows Server 2019
11 23 (0.33%) Windows 7
12 18 (0.26%) VMS
12 18 (0.26%) Windows Server 2012
13 15 (0.22%) Red Hat Enterprise Linux
14 9 (0.13%) Mac OS X
15 7 (0.10%) CentOS
15 7 (0.10%) Windows Server 2008
16 6 (0.087%) Ubuntu
17 5 (0.073%) Oracle Linux
18 4 (0.058%) Windows 8
Processes & Methodologies
1 1,241 (18.04%) Continuous Improvement
2 1,182 (17.19%) Agile
3 1,056 (15.35%) Customer Service
4 779 (11.33%) Analytics
5 664 (9.65%) Business Intelligence
6 658 (9.57%) Mentoring
7 652 (9.48%) AI
8 634 (9.22%) Decision-Making
9 617 (8.97%) Project Management
10 600 (8.72%) ITIL
11 595 (8.65%) DevOps
12 565 (8.21%) Cybersecurity
13 514 (7.47%) CI/CD
14 507 (7.37%) Computer Science
15 480 (6.98%) ERP
16 473 (6.88%) Stakeholder Management
17 464 (6.75%) Software Engineering
18 442 (6.43%) Data Analysis
19 426 (6.19%) Process Improvement
20 419 (6.09%) Change Management
Programming Languages
1 1,104 (16.05%) SQL
2 893 (12.98%) Python
3 401 (5.83%) JavaScript
4 388 (5.64%) C#
5 344 (5.00%) Java
6 300 (4.36%) PowerShell
7 155 (2.25%) TypeScript
8 109 (1.58%) Bash
9 99 (1.44%) PHP
10 94 (1.37%) C++
11 65 (0.95%) T-SQL
12 49 (0.71%) Data Analysis Expressions
13 43 (0.63%) Go
14 39 (0.57%) R
15 37 (0.54%) C
15 37 (0.54%) VBA
16 36 (0.52%) Kotlin
17 25 (0.36%) Bicep
17 25 (0.36%) MATLAB
17 25 (0.36%) Scala
Qualifications
1 1,618 (23.52%) Degree
2 501 (7.28%) Security Cleared
3 326 (4.74%) SC Cleared
4 255 (3.71%) Computer Science Degree
5 184 (2.68%) Microsoft Certification
6 180 (2.62%) Master's Degree
7 138 (2.01%) DV Cleared
8 120 (1.74%) DBS Check
9 116 (1.69%) CISSP
10 99 (1.44%) Cisco Certification
11 97 (1.41%) BPSS Clearance
12 84 (1.22%) ACCA
13 71 (1.03%) CIMA
14 68 (0.99%) CISM
14 68 (0.99%) HND
15 65 (0.95%) PMI Certification
16 64 (0.93%) A+ Certification
17 63 (0.92%) AWS Certification
17 63 (0.92%) ITIL Foundation Certificate
18 62 (0.90%) PMP
Quality Assurance & Compliance
1 362 (5.26%) QA
2 302 (4.39%) Data Quality
3 229 (3.33%) GDPR
4 171 (2.49%) Cyber Essentials
5 167 (2.43%) ISO/IEC 27001
6 153 (2.22%) Accessibility
7 147 (2.14%) SLA
8 108 (1.57%) PCI DSS
9 78 (1.13%) NIST
10 56 (0.81%) Cyber Essentials PLUS
11 34 (0.49%) 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 (0.15%) 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
1 773 (11.24%) Active Directory
2 280 (4.07%) Docker
3 220 (3.20%) Hyper-V
4 154 (2.24%) VMware Infrastructure
5 77 (1.12%) Terminal Server
6 38 (0.55%) Virtual Machines
7 30 (0.44%) Firmware
8 22 (0.32%) vSphere
9 21 (0.31%) VMware ESXi
10 11 (0.16%) Virtual Desktop
11 6 (0.087%) ProxySG
12 5 (0.073%) KVM
13 4 (0.058%) Terminal Services
13 4 (0.058%) Virtual Servers
13 4 (0.058%) VMware NSX
13 4 (0.058%) XenApp
14 3 (0.044%) BitLocker
14 3 (0.044%) Postfix
14 3 (0.044%) vCloud
14 3 (0.044%) VMware Workstation
Systems Management
1 298 (4.33%) Microsoft Intune
2 247 (3.59%) Terraform
3 236 (3.43%) Kubernetes
4 132 (1.92%) Ansible
5 59 (0.86%) Grafana
6 49 (0.71%) SCCM
7 42 (0.61%) BMC PATROL
8 41 (0.60%) Prometheus
9 23 (0.33%) 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 (0.17%) ZABBIX
16 10 (0.15%) QRadar
17 9 (0.13%) Active Directory Federation Services
17 9 (0.13%) Cisco CUCM
17 9 (0.13%) Puppet
Vendors
1 1,798 (26.14%) Microsoft
2 447 (6.50%) SAP
3 277 (4.03%) VMware
4 255 (3.71%) Oracle
5 189 (2.75%) Cisco
6 157 (2.28%) Google
6 157 (2.28%) Salesforce
7 143 (2.08%) ServiceNow
8 125 (1.82%) Databricks
8 125 (1.82%) Veeam
9 120 (1.74%) Splunk
10 111 (1.61%) SolarWinds
11 86 (1.25%) Apple
12 82 (1.19%) Adobe
13 79 (1.15%) Nimble Storage
13 79 (1.15%) Tanium
14 77 (1.12%) Brocade
15 67 (0.97%) Sage
16 65 (0.95%) Workday
17 58 (0.84%) Dell