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

6 months to
15 Nov 2025
Same period 2024 Same period 2023
Rank 4 6 10
Rank change year-on-year +2 +4 +2
Permanent jobs citing Problem-Solving 7,504 9,609 7,012
As % of all permanent jobs in England 16.31% 15.78% 14.80%
As % of the Processes & Methodologies category 18.92% 18.91% 15.80%
Number of salaries quoted 4,752 3,918 5,042
10th Percentile £26,250 £30,000 £28,254
25th Percentile £30,917 £40,000 £37,500
Median annual salary (50th Percentile) £45,000 £55,000 £55,000
Median % change year-on-year -18.18% - -
75th Percentile £64,480 £72,500 £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 39,655 50,810 44,387
As % of all permanent jobs advertised in England 86.21% 83.46% 93.70%
Number of salaries quoted 24,334 26,537 33,959
10th Percentile £28,250 £34,905 £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% - -0.83%
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 15 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 15 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 2,184 £65,000 - 2,499
South East +2 1,572 £40,000 -20.00% 1,393
North of England -2 1,450 £45,000 - 893
Midlands +2 1,101 £37,500 -25.00% 683
North West -3 745 £47,500 -5.00% 539
West Midlands +1 622 £42,500 -20.26% 438
South West +2 611 £37,500 -31.82% 480
Yorkshire -1 562 £33,000 -26.67% 253
East of England 0 508 £33,113 -33.78% 440
East Midlands +4 479 £32,500 -7.14% 241
North East 0 143 £33,500 +8.94% 105
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 (4.34%) Microsoft Exchange
2 312 (4.16%) SharePoint
3 97 (1.29%) Confluence
4 53 (0.71%) Apache Spark
5 50 (0.67%) IIS
6 45 (0.60%) Apache
7 34 (0.45%) CMS
8 28 (0.37%) Apache Airflow
9 25 (0.33%) WordPress
10 13 (0.17%) nginx
11 10 (0.13%) Headless CMS
11 10 (0.13%) Oracle SOA Suite
12 8 (0.11%) Apache Solr
13 7 (0.093%) Anypoint
13 7 (0.093%) SAS
14 6 (0.080%) HCL Notes
14 6 (0.080%) Umbraco
15 5 (0.067%) Exchange Server 2013
16 4 (0.053%) ArcGIS
16 4 (0.053%) WebLogic
Applications
1 563 (7.50%) Microsoft Excel
2 554 (7.38%) Microsoft Office
3 96 (1.28%) Microsoft PowerPoint
4 28 (0.37%) Microsoft Project
5 27 (0.36%) MS Visio
6 26 (0.35%) Maya
7 23 (0.31%) AutoCAD
8 20 (0.27%) Spreadsheet
9 19 (0.25%) Simulink
10 17 (0.23%) Photoshop
11 15 (0.20%) Adobe Premiere
12 13 (0.17%) Adobe Creative Suite
13 12 (0.16%) SOLIDWORKS
14 11 (0.15%) Adobe Illustrator
15 10 (0.13%) Mathcad
16 9 (0.12%) Adobe After Effects
16 9 (0.12%) Adobe XD
17 5 (0.067%) Chatbot
17 5 (0.067%) Revit
17 5 (0.067%) Trello
Business Applications
1 121 (1.61%) SAP S/4HANA
2 99 (1.32%) Dynamics CRM
3 55 (0.73%) NetSuite
4 29 (0.39%) Shopify
5 24 (0.32%) SAP FI
6 20 (0.27%) SAP CO
7 19 (0.25%) SAP Business One
7 19 (0.25%) SAP FI/CO
8 18 (0.24%) Sage 200
9 13 (0.17%) Oracle Payables
9 13 (0.17%) Payment Gateway
9 13 (0.17%) Sage CRM
9 13 (0.17%) Unit4 Business World
10 12 (0.16%) SAP WM
11 11 (0.15%) Endur
11 11 (0.15%) Exchequer
11 11 (0.15%) Oracle Receivables
12 10 (0.13%) Oracle Assets
13 8 (0.11%) JDE EnterpriseOne
13 8 (0.11%) Salesforce CRM
Cloud Services
1 1,580 (21.06%) Azure
2 969 (12.91%) Microsoft 365
3 755 (10.06%) AWS
4 598 (7.97%) Power Platform
5 431 (5.74%) SaaS
6 300 (4.00%) Entra ID
7 270 (3.60%) GCP
8 160 (2.13%) Azure DevOps
9 154 (2.05%) Serverless
10 133 (1.77%) GitHub
11 125 (1.67%) Dynamics 365
12 106 (1.41%) Power Automate
13 86 (1.15%) AWS Lambda
14 81 (1.08%) PowerApps
15 74 (0.99%) OneDrive
16 73 (0.97%) Amazon S3
17 72 (0.96%) Azure Data Factory
18 62 (0.83%) Cloud Computing
19 60 (0.80%) PaaS
20 55 (0.73%) AWS CloudFormation
Communications & Networking
1 385 (5.13%) Firewall
2 366 (4.88%) DNS
3 309 (4.12%) DHCP
4 234 (3.12%) VPN
5 202 (2.69%) TCP/IP
6 180 (2.40%) WAN
7 179 (2.39%) LAN
8 176 (2.35%) Wi-Fi
9 115 (1.53%) VLAN
10 98 (1.31%) Broadband
11 83 (1.11%) Network Security
12 78 (1.04%) VoIP
13 70 (0.93%) Wireless
14 64 (0.85%) Remote Desktop
15 46 (0.61%) SAN
16 42 (0.56%) Internet
17 33 (0.44%) BGP
18 31 (0.41%) SD-WAN
19 30 (0.40%) OSPF
20 29 (0.39%) Ethernet
Database & Business Intelligence
1 517 (6.89%) Power BI
2 361 (4.81%) SQL Server
3 189 (2.52%) Relational Database
4 153 (2.04%) MySQL
5 147 (1.96%) Data Lake
6 138 (1.84%) PostgreSQL
7 137 (1.83%) Data Warehouse
8 136 (1.81%) Tableau
9 119 (1.59%) NoSQL
10 115 (1.53%) Amazon RDS
11 82 (1.09%) SQL Server Reporting Services
12 65 (0.87%) SAP BW
13 59 (0.79%) MongoDB
14 53 (0.71%) SQL Server Integration Services
15 48 (0.64%) Big Data
16 47 (0.63%) Metadata
17 41 (0.55%) Azure SQL Database
18 36 (0.48%) GIS
19 34 (0.45%) Oracle Database
20 33 (0.44%) DynamoDB
Development Applications
1 293 (3.90%) JIRA
2 288 (3.84%) Git
3 94 (1.25%) Jenkins
4 56 (0.75%) Selenium
5 54 (0.72%) GitLab
6 26 (0.35%) Cypress.io
7 25 (0.33%) Visual Studio
8 23 (0.31%) Bitbucket
9 19 (0.25%) JUnit
9 19 (0.25%) Octopus Deploy
10 15 (0.20%) Maven
10 15 (0.20%) Robot Framework
11 14 (0.19%) SonarQube
12 13 (0.17%) Vite
13 12 (0.16%) LabVIEW
13 12 (0.16%) Postman
13 12 (0.16%) Snyk
13 12 (0.16%) WebDriver
14 11 (0.15%) Rational DOORS
14 11 (0.15%) TeamCity
General
1 4,038 (53.81%) Social Skills
2 2,263 (30.16%) Analytical Skills
3 1,887 (25.15%) Finance
4 741 (9.87%) Retail
5 720 (9.59%) Manufacturing
6 583 (7.77%) Law
7 532 (7.09%) Marketing
8 454 (6.05%) Inclusion and Diversity
9 382 (5.09%) Banking
10 337 (4.49%) Organisational Skills
11 311 (4.14%) Legal
12 264 (3.52%) Public Sector
13 203 (2.71%) Telecoms
14 161 (2.15%) Electronics
14 161 (2.15%) Presentation Skills
15 156 (2.08%) Games
16 126 (1.68%) Influencing Skills
17 98 (1.31%) Automotive
18 79 (1.05%) Billing
18 79 (1.05%) Documentation Skills
Job Titles
1 1,144 (15.25%) Analyst
2 886 (11.81%) Senior
3 688 (9.17%) IT Support
4 669 (8.92%) Developer
5 607 (8.09%) Support Engineer
6 606 (8.08%) Lead
7 445 (5.93%) Support Analyst
8 359 (4.78%) Technical Support
9 302 (4.02%) Trainer
10 257 (3.42%) Software Engineer
11 253 (3.37%) Technical Engineer
12 244 (3.25%) 2nd Line Support
13 238 (3.17%) Technical Support Engineer
14 235 (3.13%) Consultant
15 229 (3.05%) Architect
16 206 (2.75%) IT Engineer
17 202 (2.69%) Systems Engineer
18 200 (2.67%) Business Analyst
19 189 (2.52%) Applications Support
20 184 (2.45%) Support Technician
Libraries, Frameworks & Software Standards
1 322 (4.29%) .NET
2 304 (4.05%) React
3 274 (3.65%) HTML
4 250 (3.33%) CSS
5 186 (2.48%) REST
6 154 (2.05%) RESTful
7 133 (1.77%) Node.js
8 107 (1.43%) AngularJS
9 86 (1.15%) JSON
10 85 (1.13%) ASP.NET
11 84 (1.12%) XML
12 80 (1.07%) .NET Framework
13 74 (0.99%) Kafka
14 72 (0.96%) Spring
14 72 (0.96%) Vue
15 65 (0.87%) Web Services
16 60 (0.80%) SOAP
17 57 (0.76%) GraphQL
18 51 (0.68%) .NET Core
18 51 (0.68%) Flask
Miscellaneous
1 528 (7.04%) Onboarding
2 518 (6.90%) Driving Licence
3 437 (5.82%) Self-Motivation
4 330 (4.40%) Robotics
5 296 (3.94%) Management Information System
6 240 (3.20%) Analytical Mindset
7 191 (2.55%) Cloud Native
8 167 (2.23%) Product Ownership
9 133 (1.77%) Data Centre
10 127 (1.69%) Legacy Systems
11 116 (1.55%) FMCG
12 111 (1.48%) Algorithms
13 87 (1.16%) Enterprise Software
14 82 (1.09%) Data Structures
14 82 (1.09%) Operational Technology
15 72 (0.96%) Virtual Team
16 65 (0.87%) e-Learning
17 64 (0.85%) Distributed Systems
18 63 (0.84%) Security Posture
19 61 (0.81%) Mobile App
Operating Systems
1 1,161 (15.47%) Windows
2 451 (6.01%) Windows Server
3 372 (4.96%) Linux
4 207 (2.76%) Windows 10
5 104 (1.39%) Mac OS
6 89 (1.19%) Windows Server 2016
7 83 (1.11%) Unix
8 79 (1.05%) Android
9 71 (0.95%) Apple iOS
10 36 (0.48%) Windows Server 2019
11 26 (0.35%) Windows 7
12 18 (0.24%) Windows Server 2012
13 17 (0.23%) VMS
14 14 (0.19%) Red Hat Enterprise Linux
15 9 (0.12%) Mac OS X
16 7 (0.093%) CentOS
16 7 (0.093%) Windows Server 2008
17 6 (0.080%) Ubuntu
18 5 (0.067%) Windows 8
19 4 (0.053%) Oracle Linux
Processes & Methodologies
1 1,292 (17.22%) Agile
2 1,286 (17.14%) Continuous Improvement
3 1,118 (14.90%) Customer Service
4 962 (12.82%) AI
5 815 (10.86%) Analytics
6 688 (9.17%) Business Intelligence
7 687 (9.16%) Mentoring
8 671 (8.94%) Decision-Making
9 637 (8.49%) Project Management
10 624 (8.32%) ITIL
11 620 (8.26%) DevOps
12 605 (8.06%) Machine Learning
13 593 (7.90%) Cybersecurity
14 565 (7.53%) Software Engineering
15 554 (7.38%) Computer Science
16 544 (7.25%) CI/CD
17 523 (6.97%) ERP
18 492 (6.56%) Stakeholder Management
19 462 (6.16%) Data Analysis
20 454 (6.05%) Process Improvement
Programming Languages
1 1,183 (15.76%) SQL
2 955 (12.73%) Python
3 433 (5.77%) JavaScript
4 426 (5.68%) C#
5 388 (5.17%) Java
6 301 (4.01%) PowerShell
7 176 (2.35%) TypeScript
8 113 (1.51%) Bash
9 109 (1.45%) C++
10 104 (1.39%) PHP
11 70 (0.93%) T-SQL
12 50 (0.67%) Go
13 47 (0.63%) Kotlin
14 44 (0.59%) VBA
15 43 (0.57%) R
16 41 (0.55%) C
16 41 (0.55%) Data Analysis Expressions
17 33 (0.44%) MATLAB
18 28 (0.37%) Shell Script
19 26 (0.35%) Scala
Qualifications
1 1,947 (25.95%) Degree
2 517 (6.89%) Security Cleared
3 342 (4.56%) SC Cleared
4 284 (3.78%) Computer Science Degree
5 200 (2.67%) Microsoft Certification
6 180 (2.40%) Master's Degree
7 151 (2.01%) DV Cleared
8 128 (1.71%) DBS Check
9 121 (1.61%) CISSP
10 105 (1.40%) Cisco Certification
11 100 (1.33%) BPSS Clearance
12 90 (1.20%) HND
13 76 (1.01%) ACCA
13 76 (1.01%) HNC
14 71 (0.95%) PMI Certification
15 68 (0.91%) CISM
15 68 (0.91%) PMP
16 67 (0.89%) AWS Certification
16 67 (0.89%) Azure Certification
17 66 (0.88%) Network+ Certification
Quality Assurance & Compliance
1 373 (4.97%) QA
2 282 (3.76%) Data Quality
3 241 (3.21%) GDPR
4 164 (2.19%) Accessibility
5 163 (2.17%) Cyber Essentials
6 160 (2.13%) ISO/IEC 27001
7 154 (2.05%) SLA
8 96 (1.28%) PCI DSS
9 78 (1.04%) NIST
10 55 (0.73%) Cyber Essentials PLUS
11 35 (0.47%) PMO
12 28 (0.37%) ISO 9001
13 22 (0.29%) GRC
14 20 (0.27%) SOC 2
15 18 (0.24%) Actionable Recommendations
16 16 (0.21%) WCAG
17 11 (0.15%) HIPAA
17 11 (0.15%) Software Quality Assurance
18 10 (0.13%) ISO/IEC 15288
19 8 (0.11%) ISAE 3402
System Software
1 786 (10.47%) Active Directory
2 297 (3.96%) Docker
3 220 (2.93%) Hyper-V
4 164 (2.19%) VMware Infrastructure
5 70 (0.93%) Terminal Server
6 38 (0.51%) Virtual Machines
7 31 (0.41%) Firmware
8 25 (0.33%) VMware ESXi
9 24 (0.32%) vSphere
10 11 (0.15%) Virtual Desktop
11 8 (0.11%) ProxySG
11 8 (0.11%) XenApp
12 6 (0.080%) Terminal Services
13 5 (0.067%) KVM
14 4 (0.053%) Virtual Servers
14 4 (0.053%) VMware NSX
15 3 (0.040%) GPFS
15 3 (0.040%) Lustre
15 3 (0.040%) Postfix
15 3 (0.040%) vCloud
Systems Management
1 308 (4.10%) Microsoft Intune
2 265 (3.53%) Kubernetes
3 260 (3.46%) Terraform
4 142 (1.89%) Ansible
5 66 (0.88%) Grafana
6 50 (0.67%) SCCM
7 42 (0.56%) Prometheus
8 32 (0.43%) BMC PATROL
9 25 (0.33%) Single Sign-On
10 23 (0.31%) Jamf Pro
11 19 (0.25%) FortiGate
11 19 (0.25%) Nagios
12 16 (0.21%) vCenter Server
13 13 (0.17%) PaperCut
14 12 (0.16%) ZABBIX
15 11 (0.15%) QRadar
16 10 (0.13%) Active Directory Federation Services
16 10 (0.13%) Argo
16 10 (0.13%) Puppet
17 9 (0.12%) Cisco CUCM
Vendors
1 1,847 (24.61%) Microsoft
2 479 (6.38%) Google
3 472 (6.29%) SAP
4 422 (5.62%) Databricks
5 375 (5.00%) Adobe
6 285 (3.80%) VMware
7 271 (3.61%) Oracle
8 207 (2.76%) Cisco
9 169 (2.25%) Salesforce
10 150 (2.00%) ServiceNow
11 118 (1.57%) Splunk
11 118 (1.57%) Veeam
12 104 (1.39%) SolarWinds
13 84 (1.12%) Apple
14 79 (1.05%) Sage
15 72 (0.96%) Nimble Storage
16 71 (0.95%) Tanium
17 70 (0.93%) Brocade
18 69 (0.92%) Workday
19 61 (0.81%) Siemens