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

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 6 4 9
Rank change year-on-year -2 +5 +4
Permanent jobs citing Problem-Solving 6,813 9,653 6,701
As % of all permanent jobs in England 14.01% 17.16% 14.92%
As % of the Processes & Methodologies category 16.65% 19.75% 15.94%
Number of salaries quoted 4,557 4,211 4,811
10th Percentile £26,250 £30,750 £28,290
25th Percentile £31,000 £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 £74,167 £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 40,909 48,885 42,044
As % of all permanent jobs advertised in England 84.14% 86.89% 93.59%
Number of salaries quoted 25,069 25,461 32,479
10th Percentile £28,500 £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 £75,250 £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 6 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 6 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 0 2,023 £65,000 - 1,211
South East -2 1,402 £41,000 -18.00% 1,781
North of England -5 1,319 £45,000 -5.26% 1,564
Midlands +1 948 £37,750 -24.50% 1,086
North West -8 717 £48,000 -4.00% 758
South West 0 578 £40,000 -27.27% 631
West Midlands -4 563 £42,500 -20.26% 605
Yorkshire -3 481 £35,000 -22.22% 640
East of England -2 460 £33,113 -36.93% 892
East Midlands +3 384 £32,500 -7.14% 444
North East +1 121 £33,500 -33.00% 185
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
1 325 (4.77%) Microsoft Exchange
2 292 (4.29%) SharePoint
3 84 (1.23%) Confluence
4 50 (0.73%) Apache Spark
5 46 (0.68%) Apache
6 45 (0.66%) IIS
7 33 (0.48%) Apache Airflow
8 32 (0.47%) CMS
9 28 (0.41%) WordPress
10 11 (0.16%) 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%) Camunda
16 5 (0.073%) Drupal
16 5 (0.073%) Exchange Server 2013
16 5 (0.073%) Umbraco
Applications
1 548 (8.04%) Microsoft Office
2 527 (7.74%) Microsoft Excel
3 92 (1.35%) Microsoft PowerPoint
4 34 (0.50%) Maya
5 26 (0.38%) MS Visio
6 24 (0.35%) Microsoft Project
7 21 (0.31%) AutoCAD
8 20 (0.29%) Spreadsheet
9 17 (0.25%) Photoshop
10 13 (0.19%) Adobe Creative Suite
10 13 (0.19%) Simulink
11 12 (0.18%) Adobe Illustrator
11 12 (0.18%) Adobe Premiere
11 12 (0.18%) SOLIDWORKS
12 7 (0.10%) Adobe After Effects
13 6 (0.088%) Trello
14 5 (0.073%) Adobe XD
14 5 (0.073%) Chatbot
15 4 (0.059%) Autodesk Inventor
15 4 (0.059%) Mathcad
Business Applications
1 118 (1.73%) SAP S/4HANA
2 94 (1.38%) Dynamics CRM
3 44 (0.65%) 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 16 (0.23%) SAP Business One
8 13 (0.19%) Endur
8 13 (0.19%) Oracle Payables
8 13 (0.19%) Payment Gateway
9 11 (0.16%) Oracle Receivables
10 10 (0.15%) Exchequer
10 10 (0.15%) Oracle Assets
10 10 (0.15%) SAP WM
11 9 (0.13%) 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 (21.87%) Azure
2 952 (13.97%) Microsoft 365
3 706 (10.36%) AWS
4 565 (8.29%) Power Platform
5 421 (6.18%) SaaS
6 292 (4.29%) Entra ID
7 247 (3.63%) GCP
8 164 (2.41%) Azure DevOps
9 143 (2.10%) Serverless
10 135 (1.98%) GitHub
11 105 (1.54%) Power Automate
12 102 (1.50%) Dynamics 365
13 77 (1.13%) AWS Lambda
14 74 (1.09%) PowerApps
15 69 (1.01%) Azure Data Factory
16 68 (1.00%) Amazon S3
17 60 (0.88%) OneDrive
18 58 (0.85%) PaaS
19 56 (0.82%) Cloud Computing
20 54 (0.79%) AWS CloudFormation
Communications & Networking
1 374 (5.49%) DNS
2 353 (5.18%) Firewall
3 321 (4.71%) DHCP
4 216 (3.17%) VPN
5 189 (2.77%) TCP/IP
6 176 (2.58%) WAN
7 174 (2.55%) Wi-Fi
8 171 (2.51%) LAN
9 114 (1.67%) VLAN
10 77 (1.13%) VoIP
11 75 (1.10%) Wireless
12 72 (1.06%) Broadband
12 72 (1.06%) Network Security
13 62 (0.91%) Remote Desktop
14 49 (0.72%) SAN
15 36 (0.53%) Internet
16 35 (0.51%) SD-WAN
17 28 (0.41%) Ethernet
18 26 (0.38%) BGP
19 25 (0.37%) OSPF
Database & Business Intelligence
1 486 (7.13%) Power BI
2 336 (4.93%) SQL Server
3 174 (2.55%) Relational Database
4 137 (2.01%) MySQL
5 134 (1.97%) Data Warehouse
6 132 (1.94%) Tableau
7 127 (1.86%) PostgreSQL
8 119 (1.75%) Data Lake
9 112 (1.64%) Amazon RDS
10 111 (1.63%) NoSQL
11 73 (1.07%) SQL Server Reporting Services
12 66 (0.97%) SAP BW
13 59 (0.87%) MongoDB
14 48 (0.70%) Metadata
15 44 (0.65%) SQL Server Integration Services
16 42 (0.62%) Big Data
17 37 (0.54%) Azure SQL Database
18 34 (0.50%) Amazon Redshift
18 34 (0.50%) DynamoDB
19 33 (0.48%) GIS
Development Applications
1 269 (3.95%) JIRA
2 265 (3.89%) Git
3 88 (1.29%) Jenkins
4 67 (0.98%) GitLab
5 55 (0.81%) Selenium
6 27 (0.40%) Cypress.io
7 25 (0.37%) Visual Studio
8 21 (0.31%) Bitbucket
9 16 (0.23%) Octopus Deploy
9 16 (0.23%) Robot Framework
9 16 (0.23%) SonarQube
10 14 (0.21%) JUnit
10 14 (0.21%) Maven
11 13 (0.19%) LabVIEW
11 13 (0.19%) Snyk
11 13 (0.19%) WebDriver
12 12 (0.18%) TeamCity
13 11 (0.16%) Cucumber
13 11 (0.16%) Postman
13 11 (0.16%) Rational DOORS
General
1 3,782 (55.51%) Social Skills
2 2,071 (30.40%) Analytical Skills
3 1,693 (24.85%) Finance
4 460 (6.75%) Marketing
5 425 (6.24%) Law
6 420 (6.16%) Retail
7 370 (5.43%) Manufacturing
8 339 (4.98%) Organisational Skills
9 320 (4.70%) Inclusion and Diversity
10 291 (4.27%) Banking
10 291 (4.27%) Legal
11 266 (3.90%) Public Sector
12 192 (2.82%) Telecoms
13 161 (2.36%) Electronics
14 155 (2.28%) Presentation Skills
15 136 (2.00%) Games
16 98 (1.44%) Influencing Skills
17 94 (1.38%) Automotive
18 84 (1.23%) Documentation Skills
19 83 (1.22%) Financial Institution
Job Titles
1 1,074 (15.76%) Analyst
2 824 (12.09%) Senior
3 691 (10.14%) IT Support
4 612 (8.98%) Support Engineer
5 606 (8.89%) Developer
6 516 (7.57%) Lead
7 401 (5.89%) Support Analyst
8 336 (4.93%) Technical Support
9 238 (3.49%) Technical Engineer
10 234 (3.43%) IT Engineer
11 228 (3.35%) Architect
12 223 (3.27%) Technical Support Engineer
13 222 (3.26%) 2nd Line Support
14 220 (3.23%) Consultant
15 215 (3.16%) Business Analyst
16 197 (2.89%) IT Support Engineer
17 191 (2.80%) Systems Engineer
18 189 (2.77%) Support Technician
19 180 (2.64%) Applications Support
20 160 (2.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 293 (4.30%) .NET
2 264 (3.87%) React
3 245 (3.60%) HTML
4 211 (3.10%) CSS
5 158 (2.32%) REST
6 137 (2.01%) RESTful
7 136 (2.00%) Node.js
8 98 (1.44%) AngularJS
9 78 (1.14%) XML
10 76 (1.12%) JSON
11 70 (1.03%) .NET Framework
11 70 (1.03%) ASP.NET
12 68 (1.00%) Spring
13 66 (0.97%) Kafka
14 62 (0.91%) Vue
15 54 (0.79%) SOAP
16 51 (0.75%) GraphQL
17 50 (0.73%) Web Services
18 48 (0.70%) Django
19 47 (0.69%) .NET Core
Miscellaneous
1 552 (8.10%) Onboarding
2 512 (7.52%) Driving Licence
3 417 (6.12%) Self-Motivation
4 252 (3.70%) Management Information System
5 219 (3.21%) Analytical Mindset
6 168 (2.47%) Cloud Native
7 157 (2.30%) Product Ownership
8 136 (2.00%) Legacy Systems
9 125 (1.83%) Data Centre
10 104 (1.53%) FMCG
11 101 (1.48%) Algorithms
12 100 (1.47%) Enterprise Software
13 74 (1.09%) Data Structures
14 68 (1.00%) Virtual Team
15 65 (0.95%) Distributed Systems
15 65 (0.95%) Operational Technology
16 61 (0.90%) Security Posture
17 53 (0.78%) Mobile App
18 49 (0.72%) e-Learning
19 45 (0.66%) EPoS
Operating Systems
1 1,111 (16.31%) Windows
2 431 (6.33%) Windows Server
3 371 (5.45%) Linux
4 189 (2.77%) Windows 10
5 99 (1.45%) Mac OS
6 98 (1.44%) Windows Server 2016
7 73 (1.07%) Android
8 69 (1.01%) Apple iOS
9 60 (0.88%) Unix
10 43 (0.63%) Windows Server 2019
11 22 (0.32%) Windows 7
12 19 (0.28%) Windows Server 2012
13 18 (0.26%) VMS
14 15 (0.22%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.10%) CentOS
16 7 (0.10%) Windows Server 2008
17 6 (0.088%) Ubuntu
18 5 (0.073%) Oracle Linux
19 4 (0.059%) Windows 8
Processes & Methodologies
1 1,232 (18.08%) Continuous Improvement
2 1,154 (16.94%) Agile
3 1,034 (15.18%) Customer Service
4 772 (11.33%) Analytics
5 660 (9.69%) Business Intelligence
6 656 (9.63%) Mentoring
7 644 (9.45%) AI
8 625 (9.17%) Decision-Making
9 619 (9.09%) Project Management
10 593 (8.70%) DevOps
11 591 (8.67%) ITIL
12 568 (8.34%) Cybersecurity
13 512 (7.52%) CI/CD
14 497 (7.29%) Computer Science
15 474 (6.96%) ERP
16 465 (6.83%) Stakeholder Management
17 432 (6.34%) Data Analysis
17 432 (6.34%) Software Engineering
18 427 (6.27%) Change Management
19 417 (6.12%) Process Improvement
Programming Languages
1 1,089 (15.98%) SQL
2 881 (12.93%) Python
3 394 (5.78%) JavaScript
4 381 (5.59%) C#
5 328 (4.81%) Java
6 305 (4.48%) PowerShell
7 148 (2.17%) TypeScript
8 110 (1.61%) Bash
9 101 (1.48%) PHP
10 95 (1.39%) C++
11 62 (0.91%) T-SQL
12 50 (0.73%) Data Analysis Expressions
13 39 (0.57%) Go
13 39 (0.57%) R
14 37 (0.54%) C
15 36 (0.53%) VBA
16 28 (0.41%) Kotlin
17 27 (0.40%) MATLAB
18 25 (0.37%) Bicep
18 25 (0.37%) Scala
Qualifications
1 1,618 (23.75%) Degree
2 506 (7.43%) Security Cleared
3 326 (4.78%) SC Cleared
4 251 (3.68%) Computer Science Degree
5 182 (2.67%) Master's Degree
5 182 (2.67%) Microsoft Certification
6 138 (2.03%) DV Cleared
7 119 (1.75%) DBS Check
8 115 (1.69%) CISSP
9 100 (1.47%) Cisco Certification
10 99 (1.45%) BPSS Clearance
11 88 (1.29%) ACCA
12 74 (1.09%) CIMA
13 69 (1.01%) CISM
14 68 (1.00%) HND
15 65 (0.95%) PMI Certification
16 64 (0.94%) ITIL Foundation Certificate
17 63 (0.92%) A+ Certification
18 60 (0.88%) CCNA
18 60 (0.88%) PMP
Quality Assurance & Compliance
1 362 (5.31%) QA
2 307 (4.51%) Data Quality
3 223 (3.27%) GDPR
4 172 (2.52%) Cyber Essentials
5 170 (2.50%) ISO/IEC 27001
6 150 (2.20%) Accessibility
7 144 (2.11%) SLA
8 107 (1.57%) PCI DSS
9 80 (1.17%) NIST
10 53 (0.78%) Cyber Essentials PLUS
11 36 (0.53%) PMO
12 29 (0.43%) ISO 9001
13 22 (0.32%) GRC
14 21 (0.31%) SOC 2
15 17 (0.25%) Actionable Recommendations
16 13 (0.19%) WCAG
17 10 (0.15%) COBIT
18 9 (0.13%) HIPAA
18 9 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
18 9 (0.13%) Software Quality Assurance
System Software
1 763 (11.20%) Active Directory
2 274 (4.02%) Docker
3 218 (3.20%) Hyper-V
4 151 (2.22%) VMware Infrastructure
5 77 (1.13%) Terminal Server
6 39 (0.57%) Virtual Machines
7 31 (0.46%) Firmware
8 22 (0.32%) vSphere
9 20 (0.29%) VMware ESXi
10 12 (0.18%) Virtual Desktop
11 5 (0.073%) KVM
11 5 (0.073%) ProxySG
12 4 (0.059%) Virtual Servers
12 4 (0.059%) VMware NSX
12 4 (0.059%) XenApp
13 3 (0.044%) BitLocker
13 3 (0.044%) Postfix
13 3 (0.044%) Terminal Services
13 3 (0.044%) vCloud
13 3 (0.044%) VMware Workstation
Systems Management
1 296 (4.34%) Microsoft Intune
2 243 (3.57%) Terraform
3 224 (3.29%) Kubernetes
4 130 (1.91%) Ansible
5 57 (0.84%) Grafana
6 53 (0.78%) SCCM
7 42 (0.62%) BMC PATROL
8 41 (0.60%) Prometheus
9 25 (0.37%) 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 11 (0.16%) Active Directory Federation Services
17 10 (0.15%) QRadar
18 9 (0.13%) Cisco CUCM
19 8 (0.12%) Puppet
Vendors
1 1,792 (26.30%) Microsoft
2 445 (6.53%) SAP
3 274 (4.02%) VMware
4 255 (3.74%) Oracle
5 188 (2.76%) Cisco
6 153 (2.25%) Salesforce
7 152 (2.23%) Google
8 137 (2.01%) ServiceNow
9 124 (1.82%) Veeam
10 123 (1.81%) Databricks
11 117 (1.72%) Splunk
12 111 (1.63%) SolarWinds
13 87 (1.28%) Apple
14 81 (1.19%) Adobe
15 79 (1.16%) Nimble Storage
15 79 (1.16%) Tanium
16 77 (1.13%) Brocade
17 67 (0.98%) Sage
18 63 (0.92%) Workday
19 57 (0.84%) Dell