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 8 September 2026, with comparisons to the same periods in the previous two years.

6 months to
8 Sep 2026
Same period 2025 Same period 2024
Rank 7 4 8
Rank change year-on-year -3 +4 +3
Permanent jobs citing Problem-Solving 8,590 8,190 10,239
As % of all permanent jobs in England 8.70% 19.03% 14.92%
As % of the Processes & Methodologies category 11.88% 21.50% 18.46%
Number of salaries quoted 5,946 4,556 4,666
10th Percentile £27,750 £26,250 £27,000
25th Percentile £33,000 £31,250 £37,500
Median annual salary (50th Percentile) £47,500 £45,000 £52,500
Median % change year-on-year +5.56% -14.29% -4.55%
75th Percentile £65,640 £66,250 £70,000
90th Percentile £85,000 £86,250 £85,000
UK median annual salary £47,500 £46,000 £51,000
% change year-on-year +3.26% -9.80% -7.27%

All Process & 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 72,313 38,098 55,470
As % of all permanent jobs advertised in England 73.27% 88.52% 80.82%
Number of salaries quoted 51,484 21,895 33,187
10th Percentile £31,250 £28,500 £31,500
25th Percentile £42,500 £37,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -7.26%
75th Percentile £80,000 £76,250 £77,500
90th Percentile £100,000 £97,500 £95,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

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 8 September 2026.

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 8 September 2026. 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 -6 2,286 £65,000 - 5,016
North of England -8 1,741 £45,000 +7.14% 1,407
South East -4 1,651 £42,500 - 1,468
Midlands -7 1,253 £42,500 +11.84% 1,055
North West -7 902 £45,000 -5.26% 781
South West -4 872 £45,000 +28.57% 826
East of England -4 708 £42,500 +21.43% 723
West Midlands -8 695 £42,500 -4.59% 655
Yorkshire -8 564 £42,500 +21.43% 451
East Midlands -9 556 £41,000 +17.14% 402
North East -2 275 £48,250 +22.93% 196
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
1 500 (5.82%) SharePoint
2 401 (4.67%) Microsoft Exchange
3 102 (1.19%) Confluence
4 60 (0.70%) IIS
5 48 (0.56%) Apache
6 44 (0.51%) CMS
7 40 (0.47%) Apache Spark
8 37 (0.43%) Apache Airflow
9 35 (0.41%) WordPress
10 19 (0.22%) SAS
11 13 (0.15%) Palantir Foundry
12 11 (0.13%) WebLogic
12 11 (0.13%) WebSphere
13 10 (0.12%) nginx
14 9 (0.10%) Jupyter
14 9 (0.10%) Oracle SOA Suite
15 8 (0.093%) Oracle Workflow
16 7 (0.081%) Exchange Server 2013
16 7 (0.081%) OpenEdge
16 7 (0.081%) Tomcat
Applications
1 556 (6.47%) Microsoft Office
2 497 (5.79%) Microsoft Excel
3 93 (1.08%) Microsoft PowerPoint
4 49 (0.57%) Spreadsheet
5 47 (0.55%) MS Visio
6 43 (0.50%) Microsoft Project
7 34 (0.40%) AutoCAD
8 25 (0.29%) Simulink
9 19 (0.22%) Revit
10 16 (0.19%) Chatbot
11 10 (0.12%) SOLIDWORKS
12 9 (0.10%) Autodesk Flame
12 9 (0.10%) Baselight
13 8 (0.093%) Adobe Creative Suite
13 8 (0.093%) Trello
14 7 (0.081%) Adobe Illustrator
14 7 (0.081%) Fusion 360
15 6 (0.070%) EPLAN
15 6 (0.070%) Navisworks
16 5 (0.058%) Lightworks
Business Applications
1 87 (1.01%) Dynamics CRM
2 84 (0.98%) SAP S/4HANA
3 79 (0.92%) NetSuite
4 33 (0.38%) Shopify
5 29 (0.34%) Oracle EBS
6 16 (0.19%) Magento
7 14 (0.16%) Elite 3E
7 14 (0.16%) IBM Planning Analytics
7 14 (0.16%) SAP Business One
8 13 (0.15%) Dynamics AX
8 13 (0.15%) Oracle Payables
8 13 (0.15%) Salesforce CRM
9 12 (0.14%) SAP ERP
10 11 (0.13%) Dynamics NAV
10 11 (0.13%) Oracle ERP
11 10 (0.12%) JDE EnterpriseOne
11 10 (0.12%) Oracle Applications
11 10 (0.12%) Sage X3
11 10 (0.12%) Workday HCM
12 9 (0.10%) iTrent
Cloud Services
1 1,752 (20.40%) Azure
2 1,357 (15.80%) Microsoft 365
3 1,044 (12.15%) AWS
4 727 (8.46%) Power Platform
5 422 (4.91%) Entra ID
6 378 (4.40%) SaaS
7 350 (4.07%) GCP
8 220 (2.56%) Azure DevOps
9 212 (2.47%) GitHub
10 189 (2.20%) Power Automate
11 188 (2.19%) Dynamics 365
11 188 (2.19%) Serverless
12 161 (1.87%) PowerApps
13 130 (1.51%) OneDrive
14 126 (1.47%) Microsoft Copilot
15 104 (1.21%) Amazon S3
16 98 (1.14%) GitHub Actions
17 88 (1.02%) AWS Lambda
18 85 (0.99%) AWS CloudFormation
19 83 (0.97%) Google Workspace
Communications & Networking
1 518 (6.03%) Firewall
2 488 (5.68%) DNS
3 415 (4.83%) DHCP
4 339 (3.95%) VPN
5 293 (3.41%) TCP/IP
6 218 (2.54%) Wi-Fi
7 197 (2.29%) WAN
8 194 (2.26%) LAN
9 189 (2.20%) Wireless
10 180 (2.10%) VLAN
11 152 (1.77%) Network Security
12 110 (1.28%) VoIP
13 105 (1.22%) Broadband
14 54 (0.63%) Internet
15 41 (0.48%) SAN
16 40 (0.47%) HTTP
17 35 (0.41%) BGP
18 34 (0.40%) OSPF
18 34 (0.40%) SD-WAN
18 34 (0.40%) SSL
Database & Business Intelligence
1 570 (6.64%) Power BI
2 423 (4.92%) SQL Server
3 146 (1.70%) Data Warehouse
4 145 (1.69%) Relational Database
5 139 (1.62%) MySQL
6 138 (1.61%) Amazon RDS
7 126 (1.47%) Tableau
8 116 (1.35%) PostgreSQL
9 105 (1.22%) NoSQL
10 95 (1.11%) SQL Server Reporting Services
11 84 (0.98%) SQL Server Integration Services
12 65 (0.76%) Big Data
13 63 (0.73%) MongoDB
14 62 (0.72%) Azure SQL Database
15 61 (0.71%) Data Lake
16 56 (0.65%) Power Query
17 52 (0.61%) Metadata
18 44 (0.51%) DynamoDB
19 41 (0.48%) Electronic Patient Records
20 38 (0.44%) Looker
Development Applications
1 376 (4.38%) Git
2 297 (3.46%) JIRA
3 140 (1.63%) Jenkins
4 107 (1.25%) GitLab
5 40 (0.47%) Selenium
6 39 (0.45%) Eclipse
7 38 (0.44%) Claude Code
8 35 (0.41%) JUnit
9 33 (0.38%) Subversion
10 29 (0.34%) Cucumber
11 24 (0.28%) Postman
12 23 (0.27%) Cypress.io
12 23 (0.27%) Rational DOORS
13 22 (0.26%) Oracle Forms
14 21 (0.24%) Bitbucket
15 19 (0.22%) SonarQube
16 16 (0.19%) Chocolatey
16 16 (0.19%) Visual Studio
17 15 (0.17%) MLflow
18 14 (0.16%) Visual Studio Code
General
1 4,229 (49.23%) Social Skills
2 2,596 (30.22%) Analytical Skills
3 1,693 (19.71%) Finance
4 689 (8.02%) Manufacturing
5 570 (6.64%) Organisational Skills
6 515 (6.00%) Law
7 507 (5.90%) Inclusion and Diversity
8 417 (4.85%) Retail
9 359 (4.18%) Marketing
10 343 (3.99%) Public Sector
11 326 (3.80%) Legal
12 294 (3.42%) Banking
13 247 (2.88%) Electronics
14 230 (2.68%) Aerospace
15 194 (2.26%) Telecoms
16 187 (2.18%) Influencing Skills
17 161 (1.87%) Presentation Skills
18 111 (1.29%) Documentation Skills
19 107 (1.25%) Automotive
20 96 (1.12%) Advertising
Job Titles
1 1,120 (13.04%) Analyst
2 934 (10.87%) Senior
3 812 (9.45%) Developer
4 736 (8.57%) IT Support
5 587 (6.83%) Support Engineer
6 521 (6.07%) Lead
7 427 (4.97%) Consultant
8 404 (4.70%) IT Engineer
9 376 (4.38%) Support Analyst
10 321 (3.74%) Software Engineer
11 311 (3.62%) IT Support Engineer
12 282 (3.28%) Architect
13 267 (3.11%) Technical Support
14 257 (2.99%) Systems Engineer
15 254 (2.96%) Support Technician
16 225 (2.62%) IT Technician
17 221 (2.57%) Technical Engineer
18 197 (2.29%) Technical Support Engineer
19 195 (2.27%) Data Engineer
20 183 (2.13%) Business Analyst
Libraries, Frameworks & Software Standards
1 384 (4.47%) .NET
2 371 (4.32%) Terraform
3 307 (3.57%) React
4 280 (3.26%) REST
5 262 (3.05%) HTML
6 202 (2.35%) CSS
7 181 (2.11%) RESTful
8 147 (1.71%) Node.js
9 119 (1.39%) Spring
10 118 (1.37%) SOAP
11 103 (1.20%) AngularJS
11 103 (1.20%) JSON
12 98 (1.14%) Web Services
13 96 (1.12%) ASP.NET
14 93 (1.08%) Vue
15 91 (1.06%) Kafka
16 87 (1.01%) Middleware
16 87 (1.01%) XML
17 77 (0.90%) Spring Boot
18 72 (0.84%) OAuth
Miscellaneous
1 582 (6.78%) Onboarding
2 581 (6.76%) Driving Licence
3 446 (5.19%) Self-Motivation
4 356 (4.14%) Management Information System
5 314 (3.66%) Cloud Native
6 250 (2.91%) Product Ownership
7 186 (2.17%) Data Centre
8 179 (2.08%) Legacy Systems
9 161 (1.87%) Enterprise Software
10 149 (1.73%) Distributed Systems
11 116 (1.35%) Analytical Mindset
12 115 (1.34%) Data Structures
13 113 (1.32%) Security Posture
14 109 (1.27%) Cyber Threat
15 108 (1.26%) Robotics
16 106 (1.23%) NHS
17 103 (1.20%) AI Agents
18 91 (1.06%) Algorithms
19 86 (1.00%) IoT
19 86 (1.00%) Virtual Team
Operating Systems
1 1,323 (15.40%) Windows
2 565 (6.58%) Linux
3 557 (6.48%) Windows Server
4 159 (1.85%) Windows 10
5 112 (1.30%) Windows Server 2016
6 107 (1.25%) Mac OS
7 99 (1.15%) Apple iOS
8 96 (1.12%) Android
9 55 (0.64%) Unix
10 50 (0.58%) Windows Server 2019
11 32 (0.37%) VMS
12 31 (0.36%) Ubuntu
13 28 (0.33%) Red Hat Enterprise Linux
14 13 (0.15%) CentOS
15 11 (0.13%) Debian
15 11 (0.13%) Embedded Linux
15 11 (0.13%) Windows Server 2012
16 9 (0.10%) FreeRTOS
16 9 (0.10%) Mac OS X
16 9 (0.10%) Rocky
Processes & Methodologies
1 2,154 (25.08%) Continuous Improvement
2 1,393 (16.22%) Agile
3 1,340 (15.60%) Customer Service
4 1,108 (12.90%) AI
5 1,027 (11.96%) Decision-Making
6 983 (11.44%) Stakeholder Management
7 922 (10.73%) Mentoring
8 919 (10.70%) CI/CD
9 801 (9.32%) Analytics
10 796 (9.27%) Software Engineering
11 764 (8.89%) DevOps
12 706 (8.22%) Cybersecurity
13 679 (7.90%) Project Delivery
14 674 (7.85%) Roadmaps
15 667 (7.76%) ITIL
16 646 (7.52%) Business Intelligence
17 632 (7.36%) Project Management
18 615 (7.16%) Computer Science
19 589 (6.86%) Stakeholder Engagement
20 566 (6.59%) Collaborative Working
Programming Languages
1 1,342 (15.62%) SQL
2 1,191 (13.86%) Python
3 580 (6.75%) JavaScript
4 494 (5.75%) C#
5 436 (5.08%) Java
6 387 (4.51%) PowerShell
7 262 (3.05%) TypeScript
8 230 (2.68%) C++
9 171 (1.99%) Bash
10 96 (1.12%) C
11 84 (0.98%) PHP
12 76 (0.88%) Go
13 75 (0.87%) T-SQL
14 74 (0.86%) Data Analysis Expressions
15 48 (0.56%) Shell Script
16 47 (0.55%) Perl
16 47 (0.55%) Rust
17 45 (0.52%) Ruby
18 44 (0.51%) PL/SQL
18 44 (0.51%) R
Qualifications
1 1,505 (17.52%) Degree
2 804 (9.36%) Security Cleared
3 536 (6.24%) SC Cleared
4 323 (3.76%) Computer Science Degree
5 242 (2.82%) DBS Check
6 207 (2.41%) Microsoft Certification
7 195 (2.27%) DV Cleared
8 176 (2.05%) Azure Certification
9 147 (1.71%) Cisco Certification
10 146 (1.70%) CISSP
11 144 (1.68%) BPSS Clearance
12 142 (1.65%) HNC
13 134 (1.56%) Master's Degree
14 131 (1.53%) HND
15 104 (1.21%) PMI Certification
16 84 (0.98%) CISM
17 82 (0.95%) CCNA
18 81 (0.94%) PMP
19 75 (0.87%) AWS Certification
19 75 (0.87%) CCNP
Quality Assurance & Compliance
1 499 (5.81%) QA
2 433 (5.04%) Data Quality
3 365 (4.25%) GDPR
4 240 (2.79%) Accessibility
5 228 (2.65%) SLA
6 202 (2.35%) ISO/IEC 27001
7 199 (2.32%) Cyber Essentials
8 156 (1.82%) NIST
9 142 (1.65%) PCI DSS
10 64 (0.75%) PMO
11 53 (0.62%) Cyber Essentials PLUS
12 42 (0.49%) GRC
13 36 (0.42%) ISO 9001
14 26 (0.30%) NCSC
15 25 (0.29%) SOC 2
16 24 (0.28%) Actionable Recommendations
17 23 (0.27%) Sarbanes-Oxley
18 21 (0.24%) COBIT
19 19 (0.22%) DO-254
20 18 (0.21%) WCAG
System Software
1 883 (10.28%) Active Directory
2 370 (4.31%) Docker
3 289 (3.36%) Hyper-V
4 260 (3.03%) VMware Infrastructure
5 70 (0.81%) Terminal Server
6 62 (0.72%) Firmware
7 53 (0.62%) Virtual Desktop
8 47 (0.55%) Virtual Machines
9 35 (0.41%) vSphere
10 22 (0.26%) Embedded Firmware
11 19 (0.22%) VMware ESXi
12 11 (0.13%) KVM
13 10 (0.12%) Virtual Servers
14 8 (0.093%) GPFS
14 8 (0.093%) StorNext
15 6 (0.070%) IAG
16 5 (0.058%) ClearTrust
16 5 (0.058%) Slurm Workload Manager
16 5 (0.058%) Squid
16 5 (0.058%) XenApp
Systems Management
1 334 (3.89%) Kubernetes
2 294 (3.42%) Microsoft Intune
3 152 (1.77%) Ansible
4 95 (1.11%) Grafana
5 73 (0.85%) SCCM
6 68 (0.79%) Single Sign-On
7 51 (0.59%) Prometheus
8 29 (0.34%) Jamf Pro
9 26 (0.30%) FortiGate
10 19 (0.22%) Nagios
10 19 (0.22%) Puppet
11 18 (0.21%) BMC PATROL
12 17 (0.20%) Argo
13 13 (0.15%) Functional Safety
13 13 (0.15%) Kibana
14 11 (0.13%) logstash
14 11 (0.13%) Nmap
14 11 (0.13%) Proxmox
14 11 (0.13%) vCenter Server
15 10 (0.12%) Progress Chef
Vendors
1 2,535 (29.51%) Microsoft
2 385 (4.48%) VMware
3 279 (3.25%) SAP
4 252 (2.93%) Google
5 248 (2.89%) Oracle
6 175 (2.04%) ServiceNow
7 169 (1.97%) Cisco
8 168 (1.96%) Salesforce
9 135 (1.57%) Databricks
10 134 (1.56%) Veeam
11 125 (1.46%) Splunk
12 106 (1.23%) SolarWinds
13 95 (1.11%) Sage
14 78 (0.91%) Tanium
15 77 (0.90%) Apple
16 71 (0.83%) Nimble Storage
17 70 (0.81%) Brocade
18 68 (0.79%) Fortinet
19 63 (0.73%) Workday
20 60 (0.70%) HubSpot