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

6 months to
25 Dec 2025
Same period 2024 Same period 2023
Rank 8 4 10
Rank change year-on-year -4 +6 +3
Permanent jobs citing Problem-Solving 6,629 9,169 6,538
As % of all permanent jobs in England 12.65% 18.21% 14.75%
As % of the Processes & Methodologies category 15.35% 20.23% 16.03%
Number of salaries quoted 4,463 4,085 4,636
10th Percentile £26,500 £30,850 £27,750
25th Percentile £31,000 £40,000 £36,750
Median annual salary (50th Percentile) £45,203 £55,000 £55,000
Median % change year-on-year -17.81% - -
75th Percentile £65,000 £75,000 £73,750
90th Percentile £85,000 £88,540 £91,934
UK median annual salary £46,000 £55,000 £55,000
% change year-on-year -16.36% - -

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 43,182 45,318 40,775
As % of all permanent jobs advertised in England 82.38% 90.00% 91.96%
Number of salaries quoted 25,805 22,886 31,508
10th Percentile £28,500 £35,000 £32,500
25th Percentile £37,500 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,900 £81,250 £80,000
90th Percentile £96,250 £100,000 £100,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

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 25 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 25 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 -2 1,967 £65,000 - 1,584
South East -3 1,363 £41,000 -21.53% 1,779
North of England -14 1,267 £45,000 -5.26% 1,488
Midlands -13 923 £38,500 -23.00% 1,060
North West -11 712 £47,683 - 778
South West -1 589 £40,000 -27.27% 748
West Midlands -16 548 £43,553 -20.81% 575
Yorkshire -4 445 £37,500 -13.79% 576
East of England -4 424 £35,000 -31.33% 904
East Midlands +2 374 £33,000 -5.71% 432
North East -1 110 £33,500 -33.00% 147
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 (4.90%) Microsoft Exchange
2 285 (4.30%) SharePoint
3 80 (1.21%) Confluence
4 51 (0.77%) IIS
5 47 (0.71%) Apache
6 46 (0.69%) Apache Spark
7 36 (0.54%) Apache Airflow
8 31 (0.47%) CMS
9 26 (0.39%) WordPress
10 11 (0.17%) nginx
10 11 (0.17%) SAS
11 10 (0.15%) Headless CMS
11 10 (0.15%) Oracle SOA Suite
12 7 (0.11%) Anypoint
12 7 (0.11%) Apache Solr
13 6 (0.091%) HCL Notes
14 5 (0.075%) Camunda
14 5 (0.075%) Drupal
14 5 (0.075%) Exchange Server 2013
14 5 (0.075%) Umbraco
Applications
1 520 (7.84%) Microsoft Office
2 508 (7.66%) Microsoft Excel
3 94 (1.42%) Microsoft PowerPoint
4 35 (0.53%) Maya
5 33 (0.50%) Spreadsheet
6 30 (0.45%) MS Visio
7 21 (0.32%) Microsoft Project
8 20 (0.30%) AutoCAD
9 17 (0.26%) Photoshop
10 15 (0.23%) Adobe Creative Suite
11 12 (0.18%) Adobe Illustrator
11 12 (0.18%) SOLIDWORKS
12 9 (0.14%) Adobe Premiere
12 9 (0.14%) Simulink
13 5 (0.075%) Adobe After Effects
13 5 (0.075%) Adobe XD
13 5 (0.075%) Trello
14 4 (0.060%) Autodesk Inventor
14 4 (0.060%) Chatbot
14 4 (0.060%) Fusion 360
Business Applications
1 112 (1.69%) SAP S/4HANA
2 94 (1.42%) Dynamics CRM
3 44 (0.66%) NetSuite
4 24 (0.36%) Shopify
5 21 (0.32%) SAP FI
6 20 (0.30%) SAP CO
7 17 (0.26%) SAP FI/CO
8 14 (0.21%) Endur
8 14 (0.21%) Oracle Payables
8 14 (0.21%) Salesforce CRM
9 13 (0.20%) SAP Business One
10 12 (0.18%) Oracle Receivables
11 11 (0.17%) Oracle Assets
11 11 (0.17%) Payment Gateway
12 10 (0.15%) Sage 200
13 8 (0.12%) JDE EnterpriseOne
14 7 (0.11%) Exchequer
15 6 (0.091%) Sage X3
15 6 (0.091%) SAP ERP
15 6 (0.091%) SAP Hybris
Cloud Services
1 1,456 (21.96%) Azure
2 933 (14.07%) Microsoft 365
3 704 (10.62%) AWS
4 557 (8.40%) Power Platform
5 418 (6.31%) SaaS
6 278 (4.19%) Entra ID
7 234 (3.53%) GCP
8 177 (2.67%) Azure DevOps
9 145 (2.19%) GitHub
10 143 (2.16%) Serverless
11 109 (1.64%) Power Automate
12 102 (1.54%) Dynamics 365
13 77 (1.16%) AWS Lambda
14 76 (1.15%) PowerApps
15 71 (1.07%) Amazon S3
15 71 (1.07%) Azure Data Factory
16 60 (0.91%) AWS CloudFormation
17 59 (0.89%) OneDrive
18 58 (0.87%) Azure Synapse Analytics
18 58 (0.87%) Snowflake
Communications & Networking
1 393 (5.93%) DNS
2 345 (5.20%) Firewall
3 335 (5.05%) DHCP
4 218 (3.29%) VPN
5 187 (2.82%) TCP/IP
6 179 (2.70%) WAN
6 179 (2.70%) Wi-Fi
7 157 (2.37%) LAN
8 115 (1.73%) VLAN
9 84 (1.27%) VoIP
10 80 (1.21%) Wireless
11 68 (1.03%) Broadband
12 62 (0.94%) Network Security
12 62 (0.94%) Remote Desktop
13 51 (0.77%) SAN
14 45 (0.68%) SD-WAN
15 44 (0.66%) Internet
16 29 (0.44%) Unified Communications
17 27 (0.41%) BGP
18 26 (0.39%) WLAN
Database & Business Intelligence
1 471 (7.11%) Power BI
2 327 (4.93%) SQL Server
3 164 (2.47%) Relational Database
4 138 (2.08%) Tableau
5 135 (2.04%) Data Warehouse
6 131 (1.98%) PostgreSQL
7 129 (1.95%) MySQL
8 123 (1.86%) NoSQL
9 118 (1.78%) Data Lake
10 117 (1.76%) Amazon RDS
11 69 (1.04%) SQL Server Reporting Services
12 66 (1.00%) SAP BW
13 61 (0.92%) MongoDB
14 50 (0.75%) Metadata
15 49 (0.74%) SQL Server Integration Services
16 48 (0.72%) Big Data
17 41 (0.62%) DynamoDB
18 39 (0.59%) Amazon Redshift
18 39 (0.59%) Azure SQL Database
19 37 (0.56%) Oracle Reports
Development Applications
1 279 (4.21%) Git
2 256 (3.86%) JIRA
3 93 (1.40%) Jenkins
4 81 (1.22%) GitLab
5 56 (0.84%) Selenium
6 30 (0.45%) Cypress.io
7 24 (0.36%) Bitbucket
7 24 (0.36%) Visual Studio
8 18 (0.27%) LabVIEW
9 17 (0.26%) Octopus Deploy
9 17 (0.26%) Robot Framework
9 17 (0.26%) SonarQube
10 16 (0.24%) Maven
10 16 (0.24%) TeamCity
11 14 (0.21%) JUnit
11 14 (0.21%) Snyk
11 14 (0.21%) WebDriver
12 12 (0.18%) Cucumber
12 12 (0.18%) Subversion
13 11 (0.17%) Rational DOORS
General
1 3,644 (54.97%) Social Skills
2 2,018 (30.44%) Analytical Skills
3 1,609 (24.27%) Finance
4 443 (6.68%) Marketing
5 394 (5.94%) Retail
6 379 (5.72%) Law
7 347 (5.23%) Manufacturing
8 330 (4.98%) Organisational Skills
9 281 (4.24%) Legal
10 277 (4.18%) Inclusion and Diversity
11 266 (4.01%) Public Sector
12 259 (3.91%) Banking
13 196 (2.96%) Telecoms
14 173 (2.61%) Electronics
15 162 (2.44%) Presentation Skills
16 125 (1.89%) Games
17 95 (1.43%) Influencing Skills
18 89 (1.34%) Automotive
19 83 (1.25%) Documentation Skills
20 78 (1.18%) Financial Institution
Job Titles
1 1,047 (15.79%) Analyst
2 816 (12.31%) Senior
3 674 (10.17%) IT Support
4 614 (9.26%) Support Engineer
5 611 (9.22%) Developer
6 457 (6.89%) Lead
7 374 (5.64%) Support Analyst
8 307 (4.63%) Technical Support
9 255 (3.85%) IT Engineer
10 237 (3.58%) Consultant
11 233 (3.51%) Business Analyst
12 219 (3.30%) Architect
13 218 (3.29%) Technical Engineer
14 208 (3.14%) IT Support Engineer
15 203 (3.06%) 2nd Line Support
15 203 (3.06%) Technical Support Engineer
16 191 (2.88%) Support Technician
17 175 (2.64%) Applications Support
18 171 (2.58%) Systems Engineer
19 148 (2.23%) IT Analyst
Libraries, Frameworks & Software Standards
1 286 (4.31%) .NET
2 263 (3.97%) React
3 244 (3.68%) HTML
4 202 (3.05%) CSS
5 151 (2.28%) REST
6 148 (2.23%) Node.js
7 137 (2.07%) RESTful
8 100 (1.51%) AngularJS
9 76 (1.15%) XML
10 73 (1.10%) JSON
10 73 (1.10%) Spring
11 65 (0.98%) Vue
12 63 (0.95%) Kafka
13 62 (0.94%) .NET Framework
14 61 (0.92%) ASP.NET
15 55 (0.83%) SOAP
16 52 (0.78%) Django
17 48 (0.72%) Web Services
18 47 (0.71%) Flask
18 47 (0.71%) Middleware
Miscellaneous
1 540 (8.15%) Onboarding
2 507 (7.65%) Driving Licence
3 418 (6.31%) Self-Motivation
4 219 (3.30%) Management Information System
5 202 (3.05%) Analytical Mindset
6 157 (2.37%) Cloud Native
7 150 (2.26%) Legacy Systems
8 148 (2.23%) Product Ownership
9 121 (1.83%) Data Centre
10 112 (1.69%) Enterprise Software
11 86 (1.30%) Algorithms
12 83 (1.25%) FMCG
13 72 (1.09%) Virtual Team
14 69 (1.04%) Data Structures
15 66 (1.00%) Distributed Systems
16 55 (0.83%) Security Posture
17 51 (0.77%) Low-Code
17 51 (0.77%) Mobile App
18 45 (0.68%) EPoS
19 44 (0.66%) e-Learning
Operating Systems
1 1,092 (16.47%) Windows
2 422 (6.37%) Windows Server
3 392 (5.91%) Linux
4 176 (2.66%) Windows 10
5 106 (1.60%) Windows Server 2016
6 91 (1.37%) Mac OS
7 77 (1.16%) Android
8 70 (1.06%) Apple iOS
9 58 (0.87%) Unix
10 44 (0.66%) Windows Server 2019
11 24 (0.36%) Windows Server 2012
12 23 (0.35%) Windows 7
13 20 (0.30%) VMS
14 18 (0.27%) Red Hat Enterprise Linux
15 9 (0.14%) Mac OS X
16 8 (0.12%) CentOS
17 7 (0.11%) Ubuntu
18 6 (0.091%) Windows Server 2008
19 4 (0.060%) OpenWrt
19 4 (0.060%) Windows 8
Processes & Methodologies
1 1,160 (17.50%) Continuous Improvement
2 1,111 (16.76%) Agile
3 978 (14.75%) Customer Service
4 781 (11.78%) Analytics
5 650 (9.81%) Business Intelligence
6 644 (9.71%) AI
7 638 (9.62%) Decision-Making
8 628 (9.47%) Mentoring
9 615 (9.28%) Project Management
10 590 (8.90%) DevOps
11 579 (8.73%) ITIL
12 521 (7.86%) CI/CD
13 516 (7.78%) Cybersecurity
14 492 (7.42%) Computer Science
15 471 (7.11%) Stakeholder Management
16 461 (6.95%) ERP
17 450 (6.79%) Change Management
18 428 (6.46%) Data Analysis
19 408 (6.15%) CRM
20 400 (6.03%) Process Improvement
Programming Languages
1 1,063 (16.04%) SQL
2 878 (13.24%) Python
3 396 (5.97%) JavaScript
4 356 (5.37%) C#
5 311 (4.69%) Java
6 307 (4.63%) PowerShell
7 150 (2.26%) TypeScript
8 112 (1.69%) Bash
9 101 (1.52%) PHP
10 87 (1.31%) C++
11 61 (0.92%) T-SQL
12 52 (0.78%) Data Analysis Expressions
13 45 (0.68%) R
14 36 (0.54%) C
14 36 (0.54%) Go
15 35 (0.53%) VBA
16 34 (0.51%) Scala
17 27 (0.41%) MATLAB
18 25 (0.38%) Bicep
19 24 (0.36%) Ruby
Qualifications
1 1,596 (24.08%) Degree
2 509 (7.68%) Security Cleared
3 332 (5.01%) SC Cleared
4 244 (3.68%) Computer Science Degree
5 181 (2.73%) Microsoft Certification
6 179 (2.70%) Master's Degree
7 128 (1.93%) DBS Check
7 128 (1.93%) DV Cleared
8 111 (1.67%) CISSP
9 104 (1.57%) BPSS Clearance
9 104 (1.57%) Cisco Certification
10 87 (1.31%) ACCA
11 73 (1.10%) CIMA
12 66 (1.00%) CCNA
12 66 (1.00%) CISM
13 65 (0.98%) ITIL Foundation Certificate
14 63 (0.95%) A+ Certification
15 62 (0.94%) Network+ Certification
16 58 (0.87%) PMI Certification
17 57 (0.86%) AWS Certification
Quality Assurance & Compliance
1 362 (5.46%) QA
2 321 (4.84%) Data Quality
3 208 (3.14%) GDPR
4 177 (2.67%) Cyber Essentials
5 172 (2.59%) ISO/IEC 27001
6 148 (2.23%) Accessibility
7 139 (2.10%) SLA
8 113 (1.70%) PCI DSS
9 82 (1.24%) NIST
10 51 (0.77%) Cyber Essentials PLUS
11 32 (0.48%) ISO 9001
11 32 (0.48%) PMO
12 24 (0.36%) Actionable Recommendations
13 21 (0.32%) SOC 2
14 20 (0.30%) GRC
15 13 (0.20%) COBIT
15 13 (0.20%) WCAG
16 9 (0.14%) ISO 13485
17 8 (0.12%) ISO/IEC 19770
17 8 (0.12%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 749 (11.30%) Active Directory
2 268 (4.04%) Docker
3 224 (3.38%) Hyper-V
4 150 (2.26%) VMware Infrastructure
5 84 (1.27%) Terminal Server
6 33 (0.50%) Firmware
6 33 (0.50%) Virtual Machines
7 22 (0.33%) VMware ESXi
8 20 (0.30%) vSphere
9 15 (0.23%) Virtual Desktop
10 5 (0.075%) KVM
11 4 (0.060%) ProxySG
11 4 (0.060%) Virtual Servers
11 4 (0.060%) XenApp
12 3 (0.045%) BitLocker
12 3 (0.045%) vCloud
12 3 (0.045%) VMware Workstation
13 2 (0.030%) HDFS
13 2 (0.030%) RHEV
13 2 (0.030%) Slurm Workload Manager
Systems Management
1 280 (4.22%) Microsoft Intune
2 249 (3.76%) Terraform
3 213 (3.21%) Kubernetes
4 125 (1.89%) Ansible
5 59 (0.89%) Grafana
6 55 (0.83%) SCCM
7 42 (0.63%) BMC PATROL
7 42 (0.63%) Prometheus
8 27 (0.41%) Single Sign-On
9 22 (0.33%) Jamf Pro
10 18 (0.27%) Nagios
11 17 (0.26%) vCenter Server
12 15 (0.23%) Cisco CUCM
13 13 (0.20%) Argo
13 13 (0.20%) PaperCut
14 12 (0.18%) Active Directory Federation Services
14 12 (0.18%) FortiGate
14 12 (0.18%) ZABBIX
15 9 (0.14%) QRadar
16 7 (0.11%) Docker Swarm
Vendors
1 1,743 (26.29%) Microsoft
2 431 (6.50%) SAP
3 282 (4.25%) VMware
4 277 (4.18%) Oracle
5 182 (2.75%) Cisco
6 151 (2.28%) Salesforce
7 143 (2.16%) ServiceNow
8 137 (2.07%) Google
9 136 (2.05%) Veeam
10 126 (1.90%) Splunk
11 124 (1.87%) SolarWinds
12 122 (1.84%) Databricks
13 87 (1.31%) Apple
14 86 (1.30%) Nimble Storage
14 86 (1.30%) Tanium
15 84 (1.27%) Brocade
16 80 (1.21%) Adobe
17 66 (1.00%) Workday
18 65 (0.98%) Sage
19 59 (0.89%) Dell