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

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 5 5 10
Rank change year-on-year 0 +5 +1
Permanent jobs citing Problem-Solving 7,191 9,669 6,915
As % of all permanent jobs in England 15.64% 16.09% 14.84%
As % of the Processes & Methodologies category 18.22% 19.17% 15.84%
Number of salaries quoted 4,732 3,943 4,972
10th Percentile £26,250 £30,100 £28,500
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 £73,750 £75,000
90th Percentile £85,000 £87,500 £91,250
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 39,473 50,431 43,664
As % of all permanent jobs advertised in England 85.87% 83.90% 93.69%
Number of salaries quoted 24,443 26,092 33,423
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% - -1.64%
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 19 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 19 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 2,179 £65,000 - 2,509
South East -1 1,460 £40,000 -20.00% 1,303
North of England -2 1,378 £45,000 - 1,063
Midlands +2 984 £38,000 -24.00% 756
North West -3 733 £48,000 -4.00% 592
South West +2 614 £37,500 -31.82% 496
West Midlands +1 581 £42,500 -20.04% 452
Yorkshire -2 508 £33,250 -26.11% 367
East of England -1 497 £33,306 -39.44% 420
East Midlands +4 403 £32,500 -7.14% 297
North East +1 137 £33,500 +8.94% 108
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
1 334 (4.64%) Microsoft Exchange
2 310 (4.31%) SharePoint
3 95 (1.32%) Confluence
4 53 (0.74%) Apache Spark
5 49 (0.68%) IIS
6 45 (0.63%) Apache
7 34 (0.47%) CMS
8 28 (0.39%) Apache Airflow
9 26 (0.36%) WordPress
10 14 (0.19%) 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 (0.097%) Anypoint
14 6 (0.083%) HCL Notes
14 6 (0.083%) Umbraco
15 5 (0.070%) Exchange Server 2013
16 4 (0.056%) ArcGIS
16 4 (0.056%) WebLogic
Applications
1 569 (7.91%) Microsoft Excel
2 564 (7.84%) Microsoft Office
3 100 (1.39%) Microsoft PowerPoint
4 27 (0.38%) Microsoft Project
5 26 (0.36%) Maya
5 26 (0.36%) MS Visio
6 23 (0.32%) AutoCAD
7 20 (0.28%) Spreadsheet
8 19 (0.26%) Simulink
9 17 (0.24%) Photoshop
10 15 (0.21%) Adobe Premiere
11 13 (0.18%) Adobe Creative Suite
12 12 (0.17%) SOLIDWORKS
13 11 (0.15%) Adobe Illustrator
14 10 (0.14%) Mathcad
15 9 (0.13%) Adobe After Effects
15 9 (0.13%) Adobe XD
16 6 (0.083%) Trello
17 5 (0.070%) Chatbot
17 5 (0.070%) Revit
Business Applications
1 122 (1.70%) SAP S/4HANA
2 99 (1.38%) Dynamics CRM
3 47 (0.65%) NetSuite
4 29 (0.40%) Shopify
5 24 (0.33%) SAP FI
6 20 (0.28%) SAP CO
7 19 (0.26%) SAP FI/CO
8 18 (0.25%) SAP Business One
9 15 (0.21%) Payment Gateway
10 13 (0.18%) Oracle Payables
11 12 (0.17%) SAP WM
11 12 (0.17%) Unit4 Business World
12 11 (0.15%) Endur
12 11 (0.15%) Exchequer
12 11 (0.15%) Oracle Receivables
12 11 (0.15%) Sage 200
13 10 (0.14%) Oracle Assets
14 8 (0.11%) JDE EnterpriseOne
14 8 (0.11%) Salesforce CRM
15 6 (0.083%) SAP Hybris
Cloud Services
1 1,568 (21.81%) Azure
2 964 (13.41%) Microsoft 365
3 758 (10.54%) AWS
4 602 (8.37%) Power Platform
5 432 (6.01%) SaaS
6 302 (4.20%) Entra ID
7 269 (3.74%) GCP
8 159 (2.21%) Azure DevOps
9 154 (2.14%) Serverless
10 137 (1.91%) GitHub
11 123 (1.71%) Dynamics 365
12 107 (1.49%) Power Automate
13 87 (1.21%) AWS Lambda
14 81 (1.13%) PowerApps
15 74 (1.03%) OneDrive
16 73 (1.02%) Amazon S3
17 72 (1.00%) Azure Data Factory
18 60 (0.83%) Cloud Computing
18 60 (0.83%) PaaS
19 54 (0.75%) AWS CloudFormation
Communications & Networking
1 378 (5.26%) Firewall
2 373 (5.19%) DNS
3 316 (4.39%) DHCP
4 233 (3.24%) VPN
5 202 (2.81%) TCP/IP
6 181 (2.52%) WAN
7 180 (2.50%) LAN
8 175 (2.43%) Wi-Fi
9 114 (1.59%) VLAN
10 93 (1.29%) Broadband
11 82 (1.14%) Network Security
12 78 (1.08%) VoIP
13 70 (0.97%) Wireless
14 64 (0.89%) Remote Desktop
15 44 (0.61%) SAN
16 42 (0.58%) Internet
17 32 (0.45%) BGP
18 31 (0.43%) SD-WAN
19 29 (0.40%) Ethernet
19 29 (0.40%) OSPF
Database & Business Intelligence
1 519 (7.22%) Power BI
2 354 (4.92%) SQL Server
3 189 (2.63%) Relational Database
4 155 (2.16%) MySQL
5 142 (1.97%) Data Lake
6 138 (1.92%) PostgreSQL
6 138 (1.92%) Tableau
7 137 (1.91%) Data Warehouse
8 122 (1.70%) Amazon RDS
9 117 (1.63%) NoSQL
10 80 (1.11%) SQL Server Reporting Services
11 65 (0.90%) SAP BW
12 61 (0.85%) MongoDB
13 51 (0.71%) SQL Server Integration Services
14 48 (0.67%) Metadata
15 47 (0.65%) Big Data
16 40 (0.56%) Azure SQL Database
17 35 (0.49%) GIS
18 34 (0.47%) Oracle Database
19 33 (0.46%) DynamoDB
Development Applications
1 292 (4.06%) JIRA
2 287 (3.99%) Git
3 94 (1.31%) Jenkins
4 55 (0.76%) Selenium
5 54 (0.75%) GitLab
6 24 (0.33%) Cypress.io
6 24 (0.33%) Visual Studio
7 23 (0.32%) Bitbucket
8 19 (0.26%) JUnit
8 19 (0.26%) Octopus Deploy
9 15 (0.21%) Maven
9 15 (0.21%) Robot Framework
10 14 (0.19%) SonarQube
11 13 (0.18%) Vite
12 12 (0.17%) LabVIEW
12 12 (0.17%) Postman
12 12 (0.17%) Snyk
13 11 (0.15%) Rational DOORS
13 11 (0.15%) TeamCity
13 11 (0.15%) WebDriver
General
1 4,007 (55.72%) Social Skills
2 2,215 (30.80%) Analytical Skills
3 1,885 (26.21%) Finance
4 574 (7.98%) Law
5 531 (7.38%) Marketing
6 455 (6.33%) Inclusion and Diversity
7 443 (6.16%) Retail
8 407 (5.66%) Manufacturing
9 383 (5.33%) Banking
10 345 (4.80%) Organisational Skills
11 309 (4.30%) Legal
12 261 (3.63%) Public Sector
13 201 (2.80%) Telecoms
14 161 (2.24%) Electronics
15 159 (2.21%) Presentation Skills
16 152 (2.11%) Games
17 119 (1.65%) Influencing Skills
18 105 (1.46%) Automotive
19 84 (1.17%) Financial Institution
20 79 (1.10%) Documentation Skills
Job Titles
1 1,151 (16.01%) Analyst
2 888 (12.35%) Senior
3 680 (9.46%) IT Support
4 667 (9.28%) Developer
5 608 (8.46%) Support Engineer
6 601 (8.36%) Lead
7 432 (6.01%) Support Analyst
8 356 (4.95%) Technical Support
9 258 (3.59%) Software Engineer
10 251 (3.49%) Technical Engineer
11 236 (3.28%) Technical Support Engineer
12 235 (3.27%) 2nd Line Support
13 230 (3.20%) Consultant
14 227 (3.16%) Architect
15 212 (2.95%) Business Analyst
16 210 (2.92%) IT Engineer
17 202 (2.81%) Systems Engineer
18 188 (2.61%) Applications Support
19 181 (2.52%) Support Technician
20 177 (2.46%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 320 (4.45%) .NET
2 305 (4.24%) React
3 275 (3.82%) HTML
4 251 (3.49%) CSS
5 185 (2.57%) REST
6 152 (2.11%) RESTful
7 139 (1.93%) Node.js
8 106 (1.47%) AngularJS
9 84 (1.17%) ASP.NET
9 84 (1.17%) JSON
10 82 (1.14%) XML
11 80 (1.11%) .NET Framework
12 73 (1.02%) Kafka
12 73 (1.02%) Spring
13 70 (0.97%) Vue
14 63 (0.88%) Web Services
15 59 (0.82%) SOAP
16 57 (0.79%) GraphQL
17 51 (0.71%) .NET Core
18 49 (0.68%) Entity Framework
Miscellaneous
1 534 (7.43%) Onboarding
2 523 (7.27%) Driving Licence
3 434 (6.04%) Self-Motivation
4 289 (4.02%) Management Information System
5 235 (3.27%) Analytical Mindset
6 189 (2.63%) Cloud Native
7 171 (2.38%) Product Ownership
8 134 (1.86%) Legacy Systems
9 132 (1.84%) Data Centre
10 111 (1.54%) FMCG
11 110 (1.53%) Algorithms
12 88 (1.22%) Enterprise Software
13 82 (1.14%) Data Structures
14 77 (1.07%) Operational Technology
15 72 (1.00%) Virtual Team
16 64 (0.89%) Distributed Systems
16 64 (0.89%) Security Posture
17 63 (0.88%) Mobile App
18 60 (0.83%) e-Learning
19 52 (0.72%) EPoS
Operating Systems
1 1,157 (16.09%) Windows
2 450 (6.26%) Windows Server
3 377 (5.24%) Linux
4 202 (2.81%) Windows 10
5 103 (1.43%) Mac OS
6 95 (1.32%) Windows Server 2016
7 79 (1.10%) Android
8 78 (1.08%) Unix
9 71 (0.99%) Apple iOS
10 37 (0.51%) Windows Server 2019
11 25 (0.35%) Windows 7
12 18 (0.25%) Windows Server 2012
13 17 (0.24%) VMS
14 14 (0.19%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.097%) CentOS
16 7 (0.097%) Windows Server 2008
17 6 (0.083%) Ubuntu
18 5 (0.070%) Windows 8
19 4 (0.056%) Oracle Linux
Processes & Methodologies
1 1,282 (17.83%) Agile
2 1,281 (17.81%) Continuous Improvement
3 1,101 (15.31%) Customer Service
4 813 (11.31%) Analytics
5 689 (9.58%) Business Intelligence
6 684 (9.51%) Mentoring
7 676 (9.40%) AI
8 673 (9.36%) Decision-Making
9 638 (8.87%) Project Management
10 616 (8.57%) DevOps
10 616 (8.57%) ITIL
11 594 (8.26%) Cybersecurity
12 569 (7.91%) Software Engineering
13 554 (7.70%) Computer Science
14 543 (7.55%) CI/CD
15 507 (7.05%) ERP
16 486 (6.76%) Stakeholder Management
17 464 (6.45%) Data Analysis
18 449 (6.24%) Process Improvement
19 432 (6.01%) CRM
Programming Languages
1 1,171 (16.28%) SQL
2 964 (13.41%) Python
3 435 (6.05%) JavaScript
4 420 (5.84%) C#
5 384 (5.34%) Java
6 299 (4.16%) PowerShell
7 181 (2.52%) TypeScript
8 113 (1.57%) Bash
9 110 (1.53%) C++
10 105 (1.46%) PHP
11 69 (0.96%) T-SQL
12 51 (0.71%) Go
13 48 (0.67%) Data Analysis Expressions
14 47 (0.65%) Kotlin
15 43 (0.60%) R
15 43 (0.60%) VBA
16 42 (0.58%) C
17 33 (0.46%) MATLAB
18 26 (0.36%) Shell Script
19 25 (0.35%) Scala
Qualifications
1 1,671 (23.24%) Degree
2 521 (7.25%) Security Cleared
3 345 (4.80%) SC Cleared
4 282 (3.92%) Computer Science Degree
5 197 (2.74%) Microsoft Certification
6 183 (2.54%) Master's Degree
7 149 (2.07%) DV Cleared
8 122 (1.70%) DBS Check
9 121 (1.68%) CISSP
10 104 (1.45%) Cisco Certification
11 99 (1.38%) BPSS Clearance
12 90 (1.25%) HND
13 78 (1.08%) ACCA
14 69 (0.96%) CISM
14 69 (0.96%) HNC
14 69 (0.96%) PMI Certification
15 68 (0.95%) AWS Certification
16 67 (0.93%) PMP
17 66 (0.92%) Azure Certification
17 66 (0.92%) CIMA
Quality Assurance & Compliance
1 369 (5.13%) QA
2 294 (4.09%) Data Quality
3 238 (3.31%) GDPR
4 170 (2.36%) Cyber Essentials
5 163 (2.27%) Accessibility
6 162 (2.25%) ISO/IEC 27001
7 152 (2.11%) SLA
8 104 (1.45%) PCI DSS
9 78 (1.08%) NIST
10 56 (0.78%) Cyber Essentials PLUS
11 36 (0.50%) PMO
12 28 (0.39%) ISO 9001
13 22 (0.31%) GRC
14 20 (0.28%) SOC 2
15 18 (0.25%) Actionable Recommendations
16 16 (0.22%) WCAG
17 11 (0.15%) Software Quality Assurance
18 10 (0.14%) HIPAA
18 10 (0.14%) ISO/IEC 15288
19 9 (0.13%) COBIT
System Software
1 785 (10.92%) Active Directory
2 298 (4.14%) Docker
3 225 (3.13%) Hyper-V
4 161 (2.24%) VMware Infrastructure
5 77 (1.07%) Terminal Server
6 38 (0.53%) Virtual Machines
7 31 (0.43%) Firmware
8 24 (0.33%) vSphere
9 23 (0.32%) VMware ESXi
10 11 (0.15%) Virtual Desktop
11 8 (0.11%) ProxySG
11 8 (0.11%) XenApp
12 6 (0.083%) Terminal Services
13 5 (0.070%) KVM
14 4 (0.056%) Virtual Servers
14 4 (0.056%) VMware NSX
15 3 (0.042%) GPFS
15 3 (0.042%) Lustre
15 3 (0.042%) Postfix
15 3 (0.042%) vCloud
Systems Management
1 308 (4.28%) Microsoft Intune
2 264 (3.67%) Kubernetes
3 260 (3.62%) Terraform
4 141 (1.96%) Ansible
5 65 (0.90%) Grafana
6 50 (0.70%) SCCM
7 42 (0.58%) BMC PATROL
7 42 (0.58%) Prometheus
8 25 (0.35%) Single Sign-On
9 23 (0.32%) Jamf Pro
10 19 (0.26%) FortiGate
10 19 (0.26%) Nagios
11 16 (0.22%) vCenter Server
12 13 (0.18%) PaperCut
13 12 (0.17%) ZABBIX
14 11 (0.15%) Argo
14 11 (0.15%) QRadar
15 10 (0.14%) Active Directory Federation Services
15 10 (0.14%) Puppet
16 9 (0.13%) Cisco CUCM
Vendors
1 1,842 (25.62%) Microsoft
2 467 (6.49%) SAP
3 288 (4.01%) VMware
4 267 (3.71%) Oracle
5 199 (2.77%) Cisco
6 181 (2.52%) Google
7 166 (2.31%) Salesforce
8 149 (2.07%) ServiceNow
9 127 (1.77%) Databricks
10 125 (1.74%) Splunk
11 124 (1.72%) Veeam
12 111 (1.54%) SolarWinds
13 84 (1.17%) Apple
14 83 (1.15%) Adobe
15 79 (1.10%) Nimble Storage
16 78 (1.08%) Tanium
17 77 (1.07%) Brocade
18 71 (0.99%) Sage
19 68 (0.95%) Workday
20 56 (0.78%) BT