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

6 months to
1 Dec 2025
Same period 2024 Same period 2023
Rank 5 3 9
Rank change year-on-year -2 +6 +4
Permanent jobs citing Problem-Solving 6,822 9,939 6,764
As % of all permanent jobs in England 14.50% 17.10% 14.92%
As % of the Processes & Methodologies category 17.25% 19.92% 15.94%
Number of salaries quoted 4,535 4,180 4,860
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 39,540 49,886 42,431
As % of all permanent jobs advertised in England 84.04% 85.85% 93.62%
Number of salaries quoted 24,685 25,971 32,760
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% - -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 1 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 1 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 2,050 £65,000 - 893
South East -2 1,392 £40,000 -20.00% 1,051
North of England -3 1,309 £45,000 -5.26% 990
Midlands +2 942 £37,500 -25.00% 616
North West -3 707 £48,000 -3.97% 502
South West -1 584 £38,818 -29.42% 396
West Midlands 0 564 £42,500 -20.26% 350
Yorkshire -4 480 £35,000 -22.22% 388
East of England -2 462 £33,113 -36.93% 335
East Midlands +3 378 £32,500 -7.14% 257
North East +2 122 £33,500 -31.28% 113
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
1 323 (4.73%) Microsoft Exchange
2 293 (4.29%) SharePoint
3 88 (1.29%) Confluence
4 52 (0.76%) Apache Spark
5 46 (0.67%) Apache
6 45 (0.66%) IIS
7 32 (0.47%) Apache Airflow
7 32 (0.47%) CMS
8 28 (0.41%) WordPress
9 12 (0.18%) 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 (0.088%) 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
1 550 (8.06%) Microsoft Office
2 531 (7.78%) Microsoft Excel
3 94 (1.38%) Microsoft PowerPoint
4 32 (0.47%) 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
11 12 (0.18%) Adobe Premiere
11 12 (0.18%) Simulink
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 5 (0.073%) Mathcad
16 4 (0.059%) Autodesk Inventor
16 4 (0.059%) Chatbot
Business Applications
1 118 (1.73%) SAP S/4HANA
2 97 (1.42%) Dynamics CRM
3 41 (0.60%) NetSuite
4 25 (0.37%) 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 (0.18%) 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 1,498 (21.96%) Azure
2 951 (13.94%) Microsoft 365
3 715 (10.48%) AWS
4 566 (8.30%) Power Platform
5 417 (6.11%) SaaS
6 291 (4.27%) Entra ID
7 251 (3.68%) GCP
8 159 (2.33%) Azure DevOps
9 146 (2.14%) Serverless
10 132 (1.93%) GitHub
11 105 (1.54%) Dynamics 365
12 104 (1.52%) Power Automate
13 80 (1.17%) AWS Lambda
14 74 (1.08%) PowerApps
15 70 (1.03%) Azure Data Factory
16 69 (1.01%) Amazon S3
17 61 (0.89%) OneDrive
18 57 (0.84%) Cloud Computing
18 57 (0.84%) PaaS
19 55 (0.81%) AWS CloudFormation
Communications & Networking
1 369 (5.41%) DNS
2 352 (5.16%) Firewall
3 315 (4.62%) DHCP
4 214 (3.14%) VPN
5 186 (2.73%) TCP/IP
6 172 (2.52%) Wi-Fi
7 170 (2.49%) WAN
8 166 (2.43%) LAN
9 110 (1.61%) VLAN
10 76 (1.11%) VoIP
11 74 (1.08%) Broadband
12 73 (1.07%) Network Security
13 72 (1.06%) Wireless
14 63 (0.92%) Remote Desktop
15 48 (0.70%) SAN
16 37 (0.54%) Internet
17 33 (0.48%) SD-WAN
18 27 (0.40%) Ethernet
19 26 (0.38%) BGP
20 25 (0.37%) OSPF
Database & Business Intelligence
1 489 (7.17%) Power BI
2 337 (4.94%) SQL Server
3 178 (2.61%) Relational Database
4 139 (2.04%) MySQL
5 132 (1.93%) Data Warehouse
6 131 (1.92%) Tableau
7 128 (1.88%) PostgreSQL
8 126 (1.85%) Data Lake
9 114 (1.67%) 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 46 (0.67%) SQL Server Integration Services
16 43 (0.63%) Big Data
17 38 (0.56%) Azure SQL Database
18 34 (0.50%) DynamoDB
19 33 (0.48%) GIS
20 32 (0.47%) Amazon Redshift
Development Applications
1 268 (3.93%) JIRA
2 263 (3.86%) Git
3 90 (1.32%) Jenkins
4 65 (0.95%) GitLab
5 57 (0.84%) 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 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 3,788 (55.53%) Social Skills
2 2,081 (30.50%) Analytical Skills
3 1,727 (25.32%) Finance
4 483 (7.08%) Marketing
5 463 (6.79%) Law
6 423 (6.20%) Retail
7 376 (5.51%) Manufacturing
8 361 (5.29%) Inclusion and Diversity
9 336 (4.93%) Organisational Skills
10 318 (4.66%) Banking
11 287 (4.21%) Legal
12 263 (3.86%) Public Sector
13 195 (2.86%) Telecoms
14 160 (2.35%) Electronics
15 152 (2.23%) Presentation Skills
16 135 (1.98%) Games
17 103 (1.51%) Influencing Skills
18 97 (1.42%) Automotive
19 84 (1.23%) Financial Institution
20 81 (1.19%) Documentation Skills
Job Titles
1 1,069 (15.67%) Analyst
2 835 (12.24%) Senior
3 685 (10.04%) IT Support
4 606 (8.88%) Support Engineer
5 601 (8.81%) Developer
6 540 (7.92%) Lead
7 407 (5.97%) Support Analyst
8 335 (4.91%) Technical Support
9 238 (3.49%) Technical Engineer
10 229 (3.36%) IT Engineer
11 225 (3.30%) 2nd Line Support
12 224 (3.28%) Architect
13 223 (3.27%) Technical Support Engineer
14 218 (3.20%) Consultant
15 202 (2.96%) Business Analyst
16 192 (2.81%) IT Support Engineer
16 192 (2.81%) Systems Engineer
17 191 (2.80%) Software Engineer
18 187 (2.74%) Support Technician
19 180 (2.64%) Applications Support
Libraries, Frameworks & Software Standards
1 296 (4.34%) .NET
2 276 (4.05%) React
3 251 (3.68%) HTML
4 220 (3.22%) CSS
5 162 (2.37%) REST
6 139 (2.04%) RESTful
7 134 (1.96%) Node.js
8 101 (1.48%) AngularJS
9 77 (1.13%) JSON
10 76 (1.11%) XML
11 71 (1.04%) ASP.NET
12 70 (1.03%) .NET Framework
13 69 (1.01%) Spring
14 67 (0.98%) Kafka
15 63 (0.92%) Vue
16 52 (0.76%) SOAP
16 52 (0.76%) Web Services
17 50 (0.73%) GraphQL
18 48 (0.70%) Django
19 47 (0.69%) .NET Core
Miscellaneous
1 547 (8.02%) Onboarding
2 513 (7.52%) Driving Licence
3 413 (6.05%) Self-Motivation
4 265 (3.88%) Management Information System
5 224 (3.28%) Analytical Mindset
6 176 (2.58%) Cloud Native
7 160 (2.35%) Product Ownership
8 135 (1.98%) Legacy Systems
9 124 (1.82%) Data Centre
10 107 (1.57%) FMCG
11 104 (1.52%) Algorithms
12 96 (1.41%) Enterprise Software
13 75 (1.10%) Data Structures
14 70 (1.03%) Operational Technology
15 69 (1.01%) Virtual Team
16 64 (0.94%) Distributed Systems
17 62 (0.91%) Security Posture
18 52 (0.76%) Mobile App
19 50 (0.73%) e-Learning
20 48 (0.70%) EPoS
Operating Systems
1 1,118 (16.39%) Windows
2 429 (6.29%) Windows Server
3 367 (5.38%) Linux
4 191 (2.80%) Windows 10
5 98 (1.44%) Mac OS
6 95 (1.39%) Windows Server 2016
7 72 (1.06%) Android
8 66 (0.97%) Apple iOS
8 66 (0.97%) Unix
9 39 (0.57%) 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 1,230 (18.03%) Continuous Improvement
2 1,170 (17.15%) Agile
3 1,041 (15.26%) Customer Service
4 771 (11.30%) Analytics
5 662 (9.70%) Business Intelligence
6 654 (9.59%) Mentoring
7 645 (9.45%) AI
8 629 (9.22%) Decision-Making
9 615 (9.01%) Project Management
10 595 (8.72%) ITIL
11 593 (8.69%) DevOps
12 563 (8.25%) Cybersecurity
13 514 (7.53%) CI/CD
14 504 (7.39%) Computer Science
15 475 (6.96%) ERP
16 471 (6.90%) Stakeholder Management
17 461 (6.76%) Software Engineering
18 436 (6.39%) Data Analysis
19 423 (6.20%) Process Improvement
20 417 (6.11%) Change Management
Programming Languages
1 1,098 (16.09%) SQL
2 893 (13.09%) Python
3 395 (5.79%) JavaScript
4 384 (5.63%) C#
5 339 (4.97%) Java
6 300 (4.40%) PowerShell
7 155 (2.27%) TypeScript
8 109 (1.60%) Bash
9 99 (1.45%) PHP
10 94 (1.38%) C++
11 65 (0.95%) T-SQL
12 49 (0.72%) Data Analysis Expressions
13 43 (0.63%) Go
14 39 (0.57%) R
15 37 (0.54%) C
15 37 (0.54%) VBA
16 34 (0.50%) Kotlin
17 25 (0.37%) Bicep
17 25 (0.37%) MATLAB
17 25 (0.37%) Scala
Qualifications
1 1,606 (23.54%) Degree
2 499 (7.31%) Security Cleared
3 323 (4.73%) SC Cleared
4 252 (3.69%) Computer Science Degree
5 183 (2.68%) Microsoft Certification
6 179 (2.62%) Master's Degree
7 136 (1.99%) DV Cleared
8 120 (1.76%) DBS Check
9 115 (1.69%) CISSP
10 97 (1.42%) 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 65 (0.95%) PMI Certification
16 63 (0.92%) A+ Certification
16 63 (0.92%) AWS Certification
16 63 (0.92%) ITIL Foundation Certificate
17 62 (0.91%) PMP
Quality Assurance & Compliance
1 363 (5.32%) QA
2 302 (4.43%) Data Quality
3 224 (3.28%) GDPR
4 171 (2.51%) Cyber Essentials
5 166 (2.43%) ISO/IEC 27001
6 152 (2.23%) Accessibility
7 147 (2.15%) SLA
8 108 (1.58%) PCI DSS
9 78 (1.14%) NIST
10 56 (0.82%) Cyber Essentials PLUS
11 34 (0.50%) PMO
12 29 (0.43%) ISO 9001
13 21 (0.31%) GRC
14 20 (0.29%) SOC 2
15 18 (0.26%) Actionable Recommendations
16 14 (0.21%) 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
1 767 (11.24%) Active Directory
2 279 (4.09%) 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%) Terminal Services
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%) vCloud
14 3 (0.044%) VMware Workstation
Systems Management
1 294 (4.31%) Microsoft Intune
2 248 (3.64%) Terraform
3 235 (3.44%) Kubernetes
4 132 (1.93%) Ansible
5 59 (0.86%) Grafana
6 49 (0.72%) SCCM
7 42 (0.62%) BMC PATROL
8 41 (0.60%) Prometheus
9 24 (0.35%) 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 (0.18%) ZABBIX
16 10 (0.15%) Active Directory Federation Services
16 10 (0.15%) QRadar
17 9 (0.13%) Cisco CUCM
17 9 (0.13%) Puppet
Vendors
1 1,783 (26.14%) Microsoft
2 445 (6.52%) SAP
3 272 (3.99%) VMware
4 250 (3.66%) Oracle
5 187 (2.74%) Cisco
6 157 (2.30%) Salesforce
7 156 (2.29%) Google
8 142 (2.08%) ServiceNow
9 125 (1.83%) Databricks
9 125 (1.83%) Veeam
10 119 (1.74%) Splunk
11 111 (1.63%) SolarWinds
12 87 (1.28%) Apple
13 80 (1.17%) Adobe
14 79 (1.16%) Nimble Storage
14 79 (1.16%) Tanium
15 77 (1.13%) Brocade
16 66 (0.97%) Sage
17 62 (0.91%) Workday
18 57 (0.84%) Dell