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

6 months to
26 Nov 2025
Same period 2024 Same period 2023
Rank 5 3 9
Rank change year-on-year -2 +6 +3
Permanent jobs citing Problem-Solving 7,026 10,096 6,799
As % of all permanent jobs in England 15.07% 16.78% 14.87%
As % of the Processes & Methodologies category 17.72% 19.70% 15.87%
Number of salaries quoted 4,649 4,253 4,872
10th Percentile £26,250 £29,750 £28,500
25th Percentile £30,956 £39,720 £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 39,650 51,239 42,831
As % of all permanent jobs advertised in England 85.03% 85.16% 93.67%
Number of salaries quoted 24,751 26,741 32,927
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 26 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 26 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 - 1,238
South East -2 1,422 £40,000 -20.00% 1,576
North of England -2 1,345 £45,000 - 1,008
Midlands +2 974 £38,000 -24.00% 759
North West -3 727 £48,000 -3.97% 571
South West +1 600 £38,500 -30.00% 512
West Midlands +1 582 £42,500 -20.04% 448
Yorkshire -4 486 £33,000 -26.67% 341
East of England -2 483 £34,550 -34.19% 472
East Midlands +3 392 £32,500 -7.14% 292
North East 0 132 £33,500 +2.29% 99
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
1 327 (4.65%) Microsoft Exchange
2 297 (4.23%) SharePoint
3 91 (1.30%) Confluence
4 53 (0.75%) Apache Spark
5 45 (0.64%) Apache
6 44 (0.63%) IIS
7 34 (0.48%) CMS
8 31 (0.44%) Apache Airflow
9 28 (0.40%) WordPress
10 14 (0.20%) nginx
11 10 (0.14%) Headless CMS
11 10 (0.14%) Oracle SOA Suite
12 8 (0.11%) Apache Solr
12 8 (0.11%) SAS
13 7 (0.100%) Anypoint
14 6 (0.085%) HCL Notes
14 6 (0.085%) Umbraco
15 5 (0.071%) Apache Synapse
15 5 (0.071%) Exchange Server 2013
16 4 (0.057%) Camunda
Applications
1 567 (8.07%) Microsoft Office
2 554 (7.88%) Microsoft Excel
3 98 (1.39%) Microsoft PowerPoint
4 32 (0.46%) 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 (0.085%) Trello
18 5 (0.071%) Revit
19 4 (0.057%) Chatbot
Business Applications
1 121 (1.72%) SAP S/4HANA
2 100 (1.42%) Dynamics CRM
3 44 (0.63%) NetSuite
4 27 (0.38%) Shopify
5 23 (0.33%) SAP FI
6 19 (0.27%) SAP CO
6 19 (0.27%) 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
11 11 (0.16%) Unit4 Business World
12 10 (0.14%) Oracle Assets
13 8 (0.11%) JDE EnterpriseOne
13 8 (0.11%) Sage 200
14 6 (0.085%) Infor CloudSuite Industrial (formerly SyteLine)
14 6 (0.085%) SAP ERP
Cloud Services
1 1,534 (21.83%) Azure
2 954 (13.58%) Microsoft 365
3 743 (10.58%) AWS
4 594 (8.45%) Power Platform
5 426 (6.06%) SaaS
6 295 (4.20%) Entra ID
7 262 (3.73%) GCP
8 161 (2.29%) Azure DevOps
9 154 (2.19%) Serverless
10 133 (1.89%) GitHub
11 119 (1.69%) Dynamics 365
12 106 (1.51%) Power Automate
13 86 (1.22%) AWS Lambda
14 79 (1.12%) PowerApps
15 75 (1.07%) Azure Data Factory
16 72 (1.02%) Amazon S3
17 67 (0.95%) OneDrive
18 59 (0.84%) Cloud Computing
19 58 (0.83%) PaaS
20 55 (0.78%) AWS CloudFormation
Communications & Networking
1 372 (5.29%) DNS
2 363 (5.17%) Firewall
3 319 (4.54%) DHCP
4 225 (3.20%) VPN
5 199 (2.83%) TCP/IP
6 176 (2.50%) WAN
7 175 (2.49%) LAN
8 172 (2.45%) Wi-Fi
9 113 (1.61%) VLAN
10 85 (1.21%) Broadband
11 79 (1.12%) Network Security
12 78 (1.11%) VoIP
13 72 (1.02%) Wireless
14 64 (0.91%) Remote Desktop
15 46 (0.65%) SAN
16 40 (0.57%) Internet
17 32 (0.46%) SD-WAN
18 28 (0.40%) BGP
18 28 (0.40%) Ethernet
19 26 (0.37%) OSPF
Database & Business Intelligence
1 510 (7.26%) Power BI
2 347 (4.94%) SQL Server
3 187 (2.66%) Relational Database
4 152 (2.16%) MySQL
5 138 (1.96%) Data Warehouse
6 134 (1.91%) Data Lake
6 134 (1.91%) PostgreSQL
6 134 (1.91%) Tableau
7 119 (1.69%) Amazon RDS
8 118 (1.68%) NoSQL
9 80 (1.14%) SQL Server Reporting Services
10 66 (0.94%) SAP BW
11 61 (0.87%) MongoDB
12 52 (0.74%) SQL Server Integration Services
13 48 (0.68%) Metadata
14 46 (0.65%) Big Data
15 40 (0.57%) Azure SQL Database
16 35 (0.50%) DynamoDB
17 34 (0.48%) GIS
18 33 (0.47%) Oracle Database
Development Applications
1 283 (4.03%) Git
1 283 (4.03%) JIRA
2 90 (1.28%) Jenkins
3 59 (0.84%) GitLab
4 56 (0.80%) Selenium
5 27 (0.38%) Cypress.io
6 24 (0.34%) Visual Studio
7 20 (0.28%) Bitbucket
8 19 (0.27%) Octopus Deploy
9 17 (0.24%) JUnit
9 17 (0.24%) SonarQube
10 16 (0.23%) Maven
11 15 (0.21%) Robot Framework
12 12 (0.17%) LabVIEW
12 12 (0.17%) Postman
12 12 (0.17%) Snyk
12 12 (0.17%) TeamCity
12 12 (0.17%) WebDriver
13 11 (0.16%) Rational DOORS
14 10 (0.14%) Cucumber
General
1 3,906 (55.59%) Social Skills
2 2,170 (30.89%) Analytical Skills
3 1,805 (25.69%) Finance
4 521 (7.42%) Law
5 512 (7.29%) Marketing
6 435 (6.19%) Retail
7 406 (5.78%) Inclusion and Diversity
8 391 (5.57%) Manufacturing
9 353 (5.02%) Banking
10 338 (4.81%) Organisational Skills
11 299 (4.26%) Legal
12 263 (3.74%) Public Sector
13 200 (2.85%) Telecoms
14 163 (2.32%) Electronics
15 153 (2.18%) Presentation Skills
16 151 (2.15%) Games
17 108 (1.54%) Influencing Skills
18 103 (1.47%) Automotive
19 82 (1.17%) Financial Institution
20 78 (1.11%) Documentation Skills
Job Titles
1 1,123 (15.98%) Analyst
2 864 (12.30%) Senior
3 675 (9.61%) IT Support
4 669 (9.52%) Developer
5 602 (8.57%) Support Engineer
6 571 (8.13%) Lead
7 413 (5.88%) Support Analyst
8 342 (4.87%) Technical Support
9 243 (3.46%) Technical Engineer
10 231 (3.29%) Architect
11 228 (3.25%) Technical Support Engineer
12 223 (3.17%) 2nd Line Support
12 223 (3.17%) Software Engineer
13 218 (3.10%) Consultant
13 218 (3.10%) IT Engineer
14 206 (2.93%) Business Analyst
15 194 (2.76%) Systems Engineer
16 182 (2.59%) IT Support Engineer
17 180 (2.56%) Support Technician
18 178 (2.53%) Applications Support
Libraries, Frameworks & Software Standards
1 316 (4.50%) .NET
2 298 (4.24%) React
3 270 (3.84%) HTML
4 242 (3.44%) CSS
5 176 (2.50%) REST
6 150 (2.13%) RESTful
7 141 (2.01%) Node.js
8 105 (1.49%) AngularJS
9 82 (1.17%) JSON
10 80 (1.14%) ASP.NET
11 79 (1.12%) XML
12 76 (1.08%) .NET Framework
13 72 (1.02%) Kafka
13 72 (1.02%) Spring
14 70 (1.00%) Vue
15 61 (0.87%) Web Services
16 56 (0.80%) SOAP
17 54 (0.77%) GraphQL
18 50 (0.71%) .NET Core
19 48 (0.68%) Django
Miscellaneous
1 549 (7.81%) Onboarding
2 517 (7.36%) Driving Licence
3 415 (5.91%) Self-Motivation
4 275 (3.91%) Management Information System
5 235 (3.34%) Analytical Mindset
6 184 (2.62%) Cloud Native
7 166 (2.36%) Product Ownership
8 137 (1.95%) Legacy Systems
9 130 (1.85%) Data Centre
10 109 (1.55%) Algorithms
11 106 (1.51%) FMCG
12 95 (1.35%) Enterprise Software
13 80 (1.14%) Data Structures
14 72 (1.02%) Virtual Team
15 69 (0.98%) Operational Technology
16 66 (0.94%) Security Posture
17 65 (0.93%) Distributed Systems
18 60 (0.85%) Mobile App
19 53 (0.75%) e-Learning
20 48 (0.68%) EPoS
Operating Systems
1 1,128 (16.05%) Windows
2 430 (6.12%) Windows Server
3 376 (5.35%) Linux
4 195 (2.78%) Windows 10
5 103 (1.47%) Mac OS
6 94 (1.34%) Windows Server 2016
7 76 (1.08%) Android
8 71 (1.01%) 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 (0.100%) Windows Server 2008
17 6 (0.085%) CentOS
17 6 (0.085%) Ubuntu
18 4 (0.057%) OpenWrt
18 4 (0.057%) Oracle Linux
Processes & Methodologies
1 1,249 (17.78%) Continuous Improvement
2 1,220 (17.36%) Agile
3 1,065 (15.16%) Customer Service
4 797 (11.34%) Analytics
5 680 (9.68%) Business Intelligence
6 676 (9.62%) AI
6 676 (9.62%) Mentoring
7 651 (9.27%) Decision-Making
8 634 (9.02%) Project Management
9 610 (8.68%) DevOps
10 604 (8.60%) ITIL
11 582 (8.28%) Cybersecurity
12 539 (7.67%) Computer Science
13 534 (7.60%) CI/CD
14 518 (7.37%) Software Engineering
15 490 (6.97%) ERP
16 473 (6.73%) Stakeholder Management
17 453 (6.45%) Data Analysis
18 429 (6.11%) Process Improvement
19 421 (5.99%) Change Management
Programming Languages
1 1,146 (16.31%) SQL
2 935 (13.31%) Python
3 433 (6.16%) JavaScript
4 410 (5.84%) C#
5 365 (5.19%) Java
6 302 (4.30%) PowerShell
7 174 (2.48%) TypeScript
8 113 (1.61%) PHP
9 109 (1.55%) Bash
10 103 (1.47%) C++
11 69 (0.98%) T-SQL
12 50 (0.71%) Data Analysis Expressions
13 47 (0.67%) Go
14 41 (0.58%) R
14 41 (0.58%) VBA
15 40 (0.57%) C
15 40 (0.57%) Kotlin
16 30 (0.43%) MATLAB
17 24 (0.34%) Bicep
18 23 (0.33%) Shell Script
Qualifications
1 1,661 (23.64%) Degree
2 507 (7.22%) Security Cleared
3 330 (4.70%) SC Cleared
4 273 (3.89%) Computer Science Degree
5 192 (2.73%) Microsoft Certification
6 186 (2.65%) Master's Degree
7 141 (2.01%) DV Cleared
8 122 (1.74%) CISSP
9 119 (1.69%) DBS Check
10 102 (1.45%) Cisco Certification
11 101 (1.44%) BPSS Clearance
12 82 (1.17%) ACCA
13 80 (1.14%) HND
14 69 (0.98%) CIMA
14 69 (0.98%) CISM
15 66 (0.94%) A+ Certification
15 66 (0.94%) Network+ Certification
15 66 (0.94%) PMI Certification
16 64 (0.91%) AWS Certification
17 63 (0.90%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 367 (5.22%) QA
2 302 (4.30%) Data Quality
3 241 (3.43%) GDPR
4 170 (2.42%) Cyber Essentials
5 167 (2.38%) ISO/IEC 27001
6 157 (2.23%) Accessibility
7 146 (2.08%) SLA
8 107 (1.52%) PCI DSS
9 78 (1.11%) NIST
10 56 (0.80%) Cyber Essentials PLUS
11 36 (0.51%) PMO
12 28 (0.40%) ISO 9001
13 23 (0.33%) GRC
14 20 (0.28%) 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
18 9 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 769 (10.95%) Active Directory
2 293 (4.17%) Docker
3 221 (3.15%) Hyper-V
4 154 (2.19%) 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 (0.100%) ProxySG
12 5 (0.071%) KVM
12 5 (0.071%) 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
1 298 (4.24%) Microsoft Intune
2 253 (3.60%) Terraform
3 252 (3.59%) Kubernetes
4 135 (1.92%) Ansible
5 61 (0.87%) Grafana
6 50 (0.71%) SCCM
7 42 (0.60%) BMC PATROL
8 40 (0.57%) Prometheus
9 24 (0.34%) Jamf Pro
9 24 (0.34%) Single Sign-On
10 19 (0.27%) FortiGate
11 18 (0.26%) Nagios
12 16 (0.23%) vCenter Server
13 13 (0.19%) PaperCut
14 12 (0.17%) Argo
14 12 (0.17%) ZABBIX
15 10 (0.14%) Puppet
15 10 (0.14%) QRadar
16 9 (0.13%) Active Directory Federation Services
16 9 (0.13%) Cisco CUCM
Vendors
1 1,820 (25.90%) Microsoft
2 460 (6.55%) SAP
3 276 (3.93%) VMware
4 262 (3.73%) Oracle
5 194 (2.76%) Cisco
6 171 (2.43%) Google
7 163 (2.32%) Salesforce
8 146 (2.08%) ServiceNow
9 126 (1.79%) Databricks
10 124 (1.76%) Veeam
11 123 (1.75%) Splunk
12 110 (1.57%) SolarWinds
13 85 (1.21%) Adobe
14 84 (1.20%) Apple
15 79 (1.12%) Nimble Storage
16 78 (1.11%) Tanium
17 77 (1.10%) Brocade
18 66 (0.94%) Sage
18 66 (0.94%) Workday
19 57 (0.81%) Dell