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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 8,886 8,307 10,445
As % of all permanent jobs in England 8.87% 19.11% 15.10%
As % of the Processes & Methodologies category 12.10% 21.56% 18.58%
Number of salaries quoted 6,116 4,655 4,655
10th Percentile £27,750 £26,250 £27,000
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £47,022 £45,000 £52,500
Median % change year-on-year +4.49% -14.29% -4.55%
75th Percentile £65,000 £65,000 £70,250
90th Percentile £85,000 £85,000 £85,000
UK median annual salary £47,000 £45,000 £51,750
% change year-on-year +4.44% -13.04% -5.91%

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 73,420 38,536 56,218
As % of all permanent jobs advertised in England 73.29% 88.67% 81.27%
Number of salaries quoted 52,272 22,193 32,991
10th Percentile £31,250 £28,500 £31,750
25th Percentile £42,000 £37,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -8.00%
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 11 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 11 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 2,314 £65,000 - 2,850
North of England -9 1,807 £45,000 +7.14% 1,045
South East -4 1,732 £42,500 - 1,279
Midlands -7 1,308 £42,500 +11.84% 871
North West -4 942 £45,000 -5.26% 514
South West -4 912 £45,000 +28.57% 627
East of England -2 729 £42,500 +21.43% 527
West Midlands -8 719 £42,500 -3.41% 514
East Midlands -8 587 £41,000 +17.14% 359
Yorkshire -8 569 £42,500 +26.87% 384
North East -1 296 £48,000 +28.00% 168
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
1 520 (5.85%) SharePoint
2 401 (4.51%) Microsoft Exchange
3 107 (1.20%) Confluence
4 61 (0.69%) IIS
5 48 (0.54%) Apache
6 46 (0.52%) CMS
7 40 (0.45%) Apache Spark
8 36 (0.41%) Apache Airflow
9 35 (0.39%) WordPress
10 18 (0.20%) SAS
11 11 (0.12%) Oracle Workflow
11 11 (0.12%) WebLogic
11 11 (0.12%) WebSphere
12 10 (0.11%) nginx
13 9 (0.10%) Jupyter
13 9 (0.10%) Oracle SOA Suite
13 9 (0.10%) Palantir Foundry
14 7 (0.079%) Exchange Server 2013
14 7 (0.079%) OpenEdge
14 7 (0.079%) Tomcat
Applications
1 599 (6.74%) Microsoft Office
2 534 (6.01%) Microsoft Excel
3 108 (1.22%) Microsoft PowerPoint
4 55 (0.62%) Spreadsheet
5 50 (0.56%) MS Visio
6 46 (0.52%) Microsoft Project
7 45 (0.51%) AutoCAD
8 26 (0.29%) Simulink
9 25 (0.28%) Revit
10 16 (0.18%) Chatbot
11 15 (0.17%) SOLIDWORKS
12 10 (0.11%) Autodesk Flame
12 10 (0.11%) Baselight
13 9 (0.10%) EPLAN
13 9 (0.10%) Navisworks
14 8 (0.090%) Adobe Creative Suite
14 8 (0.090%) Fusion 360
14 8 (0.090%) Trello
15 6 (0.068%) Adobe Illustrator
16 5 (0.056%) Siemens NX
Business Applications
1 91 (1.02%) Dynamics CRM
2 85 (0.96%) SAP S/4HANA
3 79 (0.89%) NetSuite
4 32 (0.36%) Oracle EBS
4 32 (0.36%) Shopify
5 16 (0.18%) Magento
5 16 (0.18%) Oracle Payables
6 15 (0.17%) Dynamics AX
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 NAV
8 13 (0.15%) Salesforce CRM
9 12 (0.14%) SAP ERP
10 11 (0.12%) Oracle ERP
10 11 (0.12%) Workday HCM
11 10 (0.11%) JDE EnterpriseOne
11 10 (0.11%) Oracle Applications
11 10 (0.11%) Oracle Cash Management
11 10 (0.11%) Sage X3
Cloud Services
1 1,754 (19.74%) Azure
2 1,385 (15.59%) Microsoft 365
3 1,052 (11.84%) AWS
4 749 (8.43%) Power Platform
5 426 (4.79%) Entra ID
6 386 (4.34%) SaaS
7 354 (3.98%) GCP
8 221 (2.49%) Azure DevOps
9 211 (2.37%) GitHub
10 194 (2.18%) Power Automate
11 191 (2.15%) Dynamics 365
12 189 (2.13%) Serverless
13 164 (1.85%) PowerApps
14 135 (1.52%) OneDrive
15 129 (1.45%) Microsoft Copilot
16 106 (1.19%) Amazon S3
17 97 (1.09%) GitHub Actions
18 89 (1.00%) AWS Lambda
19 85 (0.96%) Google Workspace
20 84 (0.95%) AWS CloudFormation
Communications & Networking
1 523 (5.89%) Firewall
2 488 (5.49%) DNS
3 413 (4.65%) DHCP
4 348 (3.92%) VPN
5 297 (3.34%) TCP/IP
6 225 (2.53%) Wi-Fi
7 202 (2.27%) WAN
8 198 (2.23%) LAN
9 194 (2.18%) Wireless
10 182 (2.05%) VLAN
11 157 (1.77%) Network Security
12 109 (1.23%) VoIP
13 95 (1.07%) Broadband
14 54 (0.61%) Internet
15 41 (0.46%) SAN
16 40 (0.45%) HTTP
17 37 (0.42%) SD-WAN
18 35 (0.39%) BGP
19 34 (0.38%) OSPF
19 34 (0.38%) SSL
Database & Business Intelligence
1 591 (6.65%) Power BI
2 428 (4.82%) SQL Server
3 150 (1.69%) Relational Database
4 147 (1.65%) Data Warehouse
5 140 (1.58%) MySQL
6 130 (1.46%) Amazon RDS
7 129 (1.45%) Tableau
8 116 (1.31%) PostgreSQL
9 104 (1.17%) NoSQL
10 95 (1.07%) SQL Server Reporting Services
11 84 (0.95%) SQL Server Integration Services
12 68 (0.77%) Big Data
13 65 (0.73%) Data Lake
14 63 (0.71%) MongoDB
15 62 (0.70%) Azure SQL Database
16 58 (0.65%) Power Query
17 53 (0.60%) Metadata
18 43 (0.48%) DynamoDB
19 41 (0.46%) Electronic Patient Records
20 38 (0.43%) Looker
Development Applications
1 378 (4.25%) Git
2 303 (3.41%) JIRA
3 141 (1.59%) Jenkins
4 104 (1.17%) GitLab
5 41 (0.46%) Selenium
6 40 (0.45%) Eclipse
7 39 (0.44%) Claude Code
8 35 (0.39%) JUnit
9 33 (0.37%) Subversion
10 31 (0.35%) Cucumber
11 24 (0.27%) Cypress.io
11 24 (0.27%) Rational DOORS
12 23 (0.26%) Postman
13 22 (0.25%) Oracle Forms
14 21 (0.24%) Bitbucket
15 20 (0.23%) SonarQube
16 16 (0.18%) Visual Studio
17 15 (0.17%) Chocolatey
17 15 (0.17%) MLflow
18 14 (0.16%) Maven
General
1 4,410 (49.63%) Social Skills
2 2,652 (29.84%) Analytical Skills
3 1,746 (19.65%) Finance
4 758 (8.53%) Manufacturing
5 632 (7.11%) Organisational Skills
6 537 (6.04%) Law
7 530 (5.96%) Inclusion and Diversity
8 468 (5.27%) Retail
9 389 (4.38%) Marketing
10 349 (3.93%) Public Sector
11 344 (3.87%) Legal
12 295 (3.32%) Banking
13 269 (3.03%) Electronics
14 255 (2.87%) Aerospace
15 209 (2.35%) Telecoms
16 191 (2.15%) Influencing Skills
17 170 (1.91%) Presentation Skills
18 124 (1.40%) Automotive
19 115 (1.29%) Documentation Skills
20 105 (1.18%) Advertising
Job Titles
1 1,138 (12.81%) Analyst
2 960 (10.80%) Senior
3 812 (9.14%) Developer
4 748 (8.42%) IT Support
5 599 (6.74%) Support Engineer
6 529 (5.95%) Lead
7 428 (4.82%) Consultant
8 408 (4.59%) IT Engineer
9 388 (4.37%) Support Analyst
10 321 (3.61%) Software Engineer
11 314 (3.53%) IT Support Engineer
12 289 (3.25%) Architect
13 273 (3.07%) Technical Support
14 259 (2.91%) Support Technician
15 251 (2.82%) Systems Engineer
16 230 (2.59%) IT Technician
17 225 (2.53%) Technical Engineer
18 212 (2.39%) Administrator
19 203 (2.28%) Technical Support Engineer
20 197 (2.22%) Data Engineer
Libraries, Frameworks & Software Standards
1 388 (4.37%) .NET
2 370 (4.16%) Terraform
3 308 (3.47%) React
4 283 (3.18%) REST
5 265 (2.98%) HTML
6 202 (2.27%) CSS
7 180 (2.03%) RESTful
8 146 (1.64%) Node.js
9 121 (1.36%) Spring
10 119 (1.34%) SOAP
11 107 (1.20%) JSON
12 104 (1.17%) AngularJS
13 103 (1.16%) Web Services
14 98 (1.10%) ASP.NET
15 94 (1.06%) Vue
16 90 (1.01%) Kafka
16 90 (1.01%) XML
17 87 (0.98%) Middleware
18 79 (0.89%) Spring Boot
19 71 (0.80%) OAuth
Miscellaneous
1 617 (6.94%) Driving Licence
2 610 (6.86%) Onboarding
3 469 (5.28%) Self-Motivation
4 378 (4.25%) Management Information System
5 321 (3.61%) Cloud Native
6 254 (2.86%) Product Ownership
7 193 (2.17%) Data Centre
8 170 (1.91%) Legacy Systems
9 161 (1.81%) Enterprise Software
10 148 (1.67%) Distributed Systems
11 117 (1.32%) Robotics
12 116 (1.31%) Analytical Mindset
13 114 (1.28%) Security Posture
14 112 (1.26%) Data Structures
15 111 (1.25%) Cyber Threat
16 110 (1.24%) AI Agents
17 108 (1.22%) NHS
18 95 (1.07%) IoT
19 92 (1.04%) Algorithms
20 87 (0.98%) Virtual Team
Operating Systems
1 1,339 (15.07%) Windows
2 563 (6.34%) Linux
3 553 (6.22%) Windows Server
4 166 (1.87%) Windows 10
5 111 (1.25%) Mac OS
6 105 (1.18%) Apple iOS
7 103 (1.16%) Windows Server 2016
8 95 (1.07%) Android
9 55 (0.62%) Unix
10 49 (0.55%) Windows Server 2019
11 33 (0.37%) VMS
12 31 (0.35%) Ubuntu
13 28 (0.32%) Red Hat Enterprise Linux
14 13 (0.15%) CentOS
14 13 (0.15%) Embedded Linux
15 11 (0.12%) Debian
15 11 (0.12%) Windows Server 2012
16 9 (0.10%) FreeRTOS
16 9 (0.10%) Rocky
17 8 (0.090%) Mac OS X
Processes & Methodologies
1 2,244 (25.25%) Continuous Improvement
2 1,402 (15.78%) Customer Service
3 1,397 (15.72%) Agile
4 1,149 (12.93%) AI
5 1,057 (11.90%) Decision-Making
6 1,030 (11.59%) Stakeholder Management
7 942 (10.60%) Mentoring
8 919 (10.34%) CI/CD
9 815 (9.17%) Analytics
10 804 (9.05%) Software Engineering
11 761 (8.56%) DevOps
12 721 (8.11%) Cybersecurity
13 718 (8.08%) Project Delivery
14 685 (7.71%) Roadmaps
15 677 (7.62%) ITIL
16 664 (7.47%) Business Intelligence
17 648 (7.29%) Project Management
18 630 (7.09%) Computer Science
19 611 (6.88%) Stakeholder Engagement
20 602 (6.77%) Collaborative Working
Programming Languages
1 1,354 (15.24%) SQL
2 1,192 (13.41%) Python
3 580 (6.53%) JavaScript
4 498 (5.60%) C#
5 442 (4.97%) Java
6 387 (4.36%) PowerShell
7 262 (2.95%) TypeScript
8 240 (2.70%) C++
9 170 (1.91%) Bash
10 100 (1.13%) C
11 85 (0.96%) PHP
12 78 (0.88%) Go
13 76 (0.86%) T-SQL
14 75 (0.84%) Data Analysis Expressions
15 48 (0.54%) Shell Script
16 47 (0.53%) Perl
16 47 (0.53%) Rust
17 46 (0.52%) PL/SQL
17 46 (0.52%) R
18 45 (0.51%) Ruby
Qualifications
1 1,573 (17.70%) Degree
2 826 (9.30%) Security Cleared
3 552 (6.21%) SC Cleared
4 325 (3.66%) Computer Science Degree
5 251 (2.82%) DBS Check
6 212 (2.39%) Microsoft Certification
7 194 (2.18%) DV Cleared
8 177 (1.99%) Azure Certification
9 171 (1.92%) HNC
10 156 (1.76%) HND
11 148 (1.67%) Cisco Certification
12 147 (1.65%) BPSS Clearance
12 147 (1.65%) CISSP
13 143 (1.61%) Master's Degree
14 104 (1.17%) PMI Certification
15 86 (0.97%) CISM
16 81 (0.91%) CCNA
16 81 (0.91%) PMP
17 79 (0.89%) AWS Certification
18 78 (0.88%) CCNP
Quality Assurance & Compliance
1 508 (5.72%) QA
2 445 (5.01%) Data Quality
3 376 (4.23%) GDPR
4 263 (2.96%) Accessibility
5 234 (2.63%) SLA
6 207 (2.33%) ISO/IEC 27001
7 192 (2.16%) Cyber Essentials
8 157 (1.77%) NIST
9 134 (1.51%) PCI DSS
10 64 (0.72%) PMO
11 53 (0.60%) Cyber Essentials PLUS
12 41 (0.46%) GRC
13 39 (0.44%) ISO 9001
14 27 (0.30%) NCSC
15 25 (0.28%) SOC 2
16 24 (0.27%) Actionable Recommendations
17 23 (0.26%) Sarbanes-Oxley
18 20 (0.23%) COBIT
18 20 (0.23%) DO-254
19 18 (0.20%) WCAG
System Software
1 893 (10.05%) Active Directory
2 364 (4.10%) Docker
3 283 (3.18%) Hyper-V
4 261 (2.94%) VMware Infrastructure
5 64 (0.72%) Firmware
6 63 (0.71%) Terminal Server
7 52 (0.59%) Virtual Desktop
8 48 (0.54%) Virtual Machines
9 36 (0.41%) vSphere
10 23 (0.26%) Embedded Firmware
11 20 (0.23%) VMware ESXi
12 10 (0.11%) KVM
12 10 (0.11%) Virtual Servers
13 9 (0.10%) GPFS
13 9 (0.10%) StorNext
14 6 (0.068%) IAG
15 5 (0.056%) ClearTrust
15 5 (0.056%) Slurm Workload Manager
15 5 (0.056%) Squid
15 5 (0.056%) XenApp
Systems Management
1 330 (3.71%) Kubernetes
2 296 (3.33%) Microsoft Intune
3 150 (1.69%) Ansible
4 93 (1.05%) Grafana
5 72 (0.81%) SCCM
6 69 (0.78%) Single Sign-On
7 48 (0.54%) Prometheus
8 27 (0.30%) Jamf Pro
9 26 (0.29%) FortiGate
10 23 (0.26%) BMC PATROL
11 19 (0.21%) Puppet
12 18 (0.20%) Nagios
13 17 (0.19%) Argo
14 15 (0.17%) Kibana
15 14 (0.16%) Functional Safety
16 12 (0.14%) logstash
17 11 (0.12%) Nmap
17 11 (0.12%) Progress Chef
17 11 (0.12%) Proxmox
17 11 (0.12%) vCenter Server
Vendors
1 2,612 (29.39%) Microsoft
2 383 (4.31%) VMware
3 290 (3.26%) SAP
4 264 (2.97%) Google
5 251 (2.82%) Oracle
6 179 (2.01%) ServiceNow
7 174 (1.96%) Cisco
8 173 (1.95%) Salesforce
9 137 (1.54%) Databricks
10 127 (1.43%) Veeam
11 120 (1.35%) Splunk
12 113 (1.27%) Sage
13 99 (1.11%) SolarWinds
14 81 (0.91%) Apple
15 73 (0.82%) Fortinet
16 71 (0.80%) Tanium
17 68 (0.77%) Workday
18 65 (0.73%) HubSpot
19 64 (0.72%) Nimble Storage
20 63 (0.71%) Brocade