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

6 months to
25 Aug 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 8,321 8,356 10,794
As % of all permanent jobs in England 8.65% 19.12% 14.79%
As % of the Processes & Methodologies category 11.77% 21.50% 18.25%
Number of salaries quoted 5,801 4,763 5,365
10th Percentile £27,750 £26,250 £26,750
25th Percentile £33,250 £31,250 £36,250
Median annual salary (50th Percentile) £47,500 £45,000 £50,000
Median % change year-on-year +5.56% -10.00% -9.09%
75th Percentile £66,250 £67,500 £70,000
90th Percentile £85,000 £87,000 £85,000
UK median annual salary £47,166 £45,000 £50,000
% change year-on-year +4.81% -10.00% -9.09%

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 70,697 38,871 59,141
As % of all permanent jobs advertised in England 73.46% 88.96% 81.02%
Number of salaries quoted 50,125 22,487 37,620
10th Percentile £31,250 £28,500 £31,250
25th Percentile £42,000 £37,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £56,000
Median % change year-on-year +9.09% -1.79% -10.40%
75th Percentile £80,000 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -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 25 August 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 25 August 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 2,267 £65,000 - 1,140
North of England -8 1,685 £45,000 +5.88% 831
South East -4 1,585 £42,500 - 1,009
Midlands -7 1,213 £42,500 +10.39% 658
North West -6 884 £45,000 - 412
South West -4 825 £45,000 +25.00% 596
West Midlands -9 681 £42,500 -4.00% 399
East of England -3 674 £42,500 +21.43% 381
Yorkshire -8 545 £42,500 +21.43% 298
East Midlands -9 530 £41,000 +17.14% 261
North East -6 256 £48,250 +20.63% 135
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
1 467 (5.61%) SharePoint
2 396 (4.76%) Microsoft Exchange
3 102 (1.23%) Confluence
4 56 (0.67%) IIS
5 55 (0.66%) CMS
6 47 (0.56%) Apache
7 37 (0.44%) Apache Airflow
7 37 (0.44%) Apache Spark
8 34 (0.41%) WordPress
9 20 (0.24%) SAS
10 13 (0.16%) Palantir Foundry
11 11 (0.13%) nginx
11 11 (0.13%) WebLogic
11 11 (0.13%) WebSphere
12 9 (0.11%) Oracle SOA Suite
13 8 (0.096%) Exchange Server 2013
13 8 (0.096%) Jupyter
14 7 (0.084%) OpenEdge
14 7 (0.084%) Tomcat
15 5 (0.060%) CICS
Applications
1 535 (6.43%) Microsoft Office
2 476 (5.72%) Microsoft Excel
3 87 (1.05%) Microsoft PowerPoint
4 48 (0.58%) Spreadsheet
5 47 (0.56%) MS Visio
6 41 (0.49%) Microsoft Project
7 33 (0.40%) AutoCAD
8 20 (0.24%) Simulink
9 16 (0.19%) Revit
10 15 (0.18%) Chatbot
11 10 (0.12%) SOLIDWORKS
12 8 (0.096%) Adobe Creative Suite
12 8 (0.096%) Trello
13 7 (0.084%) Fusion 360
14 6 (0.072%) Adobe Illustrator
14 6 (0.072%) Autodesk Flame
14 6 (0.072%) Baselight
14 6 (0.072%) EPLAN
14 6 (0.072%) Navisworks
15 5 (0.060%) Lightworks
Business Applications
1 86 (1.03%) Dynamics CRM
2 83 (1.00%) SAP S/4HANA
3 65 (0.78%) NetSuite
4 31 (0.37%) Shopify
5 21 (0.25%) Oracle EBS
6 17 (0.20%) Magento
7 15 (0.18%) IBM Planning Analytics
7 15 (0.18%) SAP Business One
7 15 (0.18%) SAP ERP
8 14 (0.17%) Elite 3E
9 13 (0.16%) Salesforce CRM
10 12 (0.14%) Dynamics AX
11 11 (0.13%) Oracle ERP
12 10 (0.12%) JDE EnterpriseOne
12 10 (0.12%) Oracle Applications
12 10 (0.12%) Sage X3
13 9 (0.11%) Dynamics NAV
13 9 (0.11%) Primavera
13 9 (0.11%) Sage 50
13 9 (0.11%) Workday HCM
Cloud Services
1 1,709 (20.54%) Azure
2 1,294 (15.55%) Microsoft 365
3 1,019 (12.25%) AWS
4 702 (8.44%) Power Platform
5 400 (4.81%) Entra ID
6 366 (4.40%) SaaS
7 354 (4.25%) GCP
8 207 (2.49%) Azure DevOps
9 206 (2.48%) GitHub
10 187 (2.25%) Serverless
11 181 (2.18%) Dynamics 365
12 177 (2.13%) Power Automate
13 152 (1.83%) PowerApps
14 115 (1.38%) Microsoft Copilot
15 113 (1.36%) OneDrive
16 99 (1.19%) Amazon S3
17 93 (1.12%) GitHub Actions
18 86 (1.03%) AWS Lambda
19 81 (0.97%) AWS CloudFormation
20 79 (0.95%) Google Workspace
Communications & Networking
1 501 (6.02%) Firewall
2 467 (5.61%) DNS
3 394 (4.74%) DHCP
4 316 (3.80%) VPN
5 290 (3.49%) TCP/IP
6 207 (2.49%) Wi-Fi
7 201 (2.42%) WAN
8 199 (2.39%) LAN
9 176 (2.12%) Wireless
10 165 (1.98%) VLAN
11 149 (1.79%) Network Security
12 119 (1.43%) Broadband
13 109 (1.31%) VoIP
14 48 (0.58%) Internet
15 43 (0.52%) HTTP
16 40 (0.48%) SAN
17 36 (0.43%) OSPF
17 36 (0.43%) SD-WAN
18 35 (0.42%) BGP
19 33 (0.40%) SSL
Database & Business Intelligence
1 550 (6.61%) Power BI
2 418 (5.02%) SQL Server
3 144 (1.73%) MySQL
4 143 (1.72%) Data Warehouse
5 136 (1.63%) Amazon RDS
6 135 (1.62%) Relational Database
7 123 (1.48%) Tableau
8 117 (1.41%) PostgreSQL
9 106 (1.27%) NoSQL
10 96 (1.15%) SQL Server Reporting Services
11 86 (1.03%) SQL Server Integration Services
12 63 (0.76%) Big Data
12 63 (0.76%) MongoDB
13 58 (0.70%) Azure SQL Database
13 58 (0.70%) Data Lake
14 52 (0.62%) Power Query
15 49 (0.59%) Metadata
16 42 (0.50%) DynamoDB
17 41 (0.49%) Electronic Patient Records
18 36 (0.43%) Looker
Development Applications
1 374 (4.49%) Git
2 293 (3.52%) JIRA
3 129 (1.55%) Jenkins
4 105 (1.26%) GitLab
5 40 (0.48%) Selenium
6 37 (0.44%) Eclipse
7 34 (0.41%) Claude Code
8 33 (0.40%) Subversion
9 32 (0.38%) JUnit
10 27 (0.32%) Cucumber
11 26 (0.31%) Postman
12 24 (0.29%) Cypress.io
12 24 (0.29%) Rational DOORS
13 21 (0.25%) Bitbucket
14 20 (0.24%) Oracle Forms
15 19 (0.23%) Visual Studio
16 18 (0.22%) SonarQube
17 15 (0.18%) Chocolatey
17 15 (0.18%) MLflow
18 14 (0.17%) Visual Studio Code
General
1 4,070 (48.91%) Social Skills
2 2,532 (30.43%) Analytical Skills
3 1,661 (19.96%) Finance
4 645 (7.75%) Manufacturing
5 529 (6.36%) Organisational Skills
6 495 (5.95%) Inclusion and Diversity
7 489 (5.88%) Law
8 421 (5.06%) Retail
9 362 (4.35%) Marketing
10 324 (3.89%) Public Sector
11 317 (3.81%) Legal
12 305 (3.67%) Banking
13 229 (2.75%) Electronics
14 215 (2.58%) Aerospace
15 189 (2.27%) Telecoms
16 176 (2.12%) Influencing Skills
17 155 (1.86%) Presentation Skills
18 108 (1.30%) Documentation Skills
19 90 (1.08%) Advertising
20 86 (1.03%) Automotive
Job Titles
1 1,088 (13.08%) Analyst
2 914 (10.98%) Senior
3 809 (9.72%) Developer
4 707 (8.50%) IT Support
5 578 (6.95%) Support Engineer
6 512 (6.15%) Lead
7 413 (4.96%) Consultant
8 391 (4.70%) IT Engineer
9 344 (4.13%) Support Analyst
10 307 (3.69%) Software Engineer
11 301 (3.62%) IT Support Engineer
12 278 (3.34%) Architect
13 263 (3.16%) Technical Support
14 254 (3.05%) Systems Engineer
15 251 (3.02%) Support Technician
16 223 (2.68%) IT Technician
17 215 (2.58%) Technical Engineer
18 195 (2.34%) Data Engineer
19 191 (2.30%) Technical Support Engineer
20 177 (2.13%) Business Analyst
Libraries, Frameworks & Software Standards
1 376 (4.52%) .NET
2 367 (4.41%) Terraform
3 307 (3.69%) React
4 266 (3.20%) REST
5 261 (3.14%) HTML
6 202 (2.43%) CSS
7 178 (2.14%) RESTful
8 147 (1.77%) Node.js
9 114 (1.37%) SOAP
10 109 (1.31%) Spring
11 103 (1.24%) AngularJS
12 101 (1.21%) JSON
13 94 (1.13%) ASP.NET
13 94 (1.13%) Vue
14 91 (1.09%) Kafka
15 89 (1.07%) Middleware
15 89 (1.07%) Web Services
16 77 (0.93%) XML
17 73 (0.88%) OAuth
18 70 (0.84%) Spring Boot
Miscellaneous
1 549 (6.60%) Onboarding
2 537 (6.45%) Driving Licence
3 427 (5.13%) Self-Motivation
4 348 (4.18%) Management Information System
5 307 (3.69%) Cloud Native
6 242 (2.91%) Product Ownership
7 178 (2.14%) Data Centre
8 175 (2.10%) Legacy Systems
9 160 (1.92%) Distributed Systems
10 146 (1.75%) Enterprise Software
11 117 (1.41%) Data Structures
12 115 (1.38%) Analytical Mindset
13 110 (1.32%) Security Posture
14 102 (1.23%) NHS
15 100 (1.20%) AI Agents
16 99 (1.19%) Algorithms
17 92 (1.11%) Cyber Threat
18 89 (1.07%) Robotics
19 84 (1.01%) IoT
20 83 (1.00%) Virtual Team
Operating Systems
1 1,267 (15.23%) Windows
2 558 (6.71%) Linux
3 547 (6.57%) Windows Server
4 160 (1.92%) Windows 10
5 115 (1.38%) Windows Server 2016
6 105 (1.26%) Mac OS
7 96 (1.15%) Android
8 94 (1.13%) Apple iOS
9 55 (0.66%) Unix
10 46 (0.55%) Windows Server 2019
11 33 (0.40%) Red Hat Enterprise Linux
12 32 (0.38%) Ubuntu
13 30 (0.36%) VMS
14 18 (0.22%) CentOS
15 15 (0.18%) Windows Server 2012
16 11 (0.13%) Debian
17 9 (0.11%) Embedded Linux
17 9 (0.11%) FreeRTOS
17 9 (0.11%) Mac OS X
18 8 (0.096%) Rocky
Processes & Methodologies
1 2,045 (24.58%) Continuous Improvement
2 1,356 (16.30%) Agile
3 1,267 (15.23%) Customer Service
4 1,067 (12.82%) AI
5 1,005 (12.08%) Decision-Making
6 912 (10.96%) Stakeholder Management
7 904 (10.86%) CI/CD
8 891 (10.71%) Mentoring
9 788 (9.47%) Analytics
10 772 (9.28%) Software Engineering
11 754 (9.06%) DevOps
12 685 (8.23%) Cybersecurity
13 666 (8.00%) Roadmaps
14 661 (7.94%) ITIL
15 625 (7.51%) Project Delivery
16 622 (7.48%) Business Intelligence
17 605 (7.27%) Project Management
18 599 (7.20%) Computer Science
19 551 (6.62%) Stakeholder Engagement
20 543 (6.53%) Collaborative Working
Programming Languages
1 1,304 (15.67%) SQL
2 1,196 (14.37%) Python
3 574 (6.90%) JavaScript
4 483 (5.80%) C#
5 420 (5.05%) Java
6 366 (4.40%) PowerShell
7 255 (3.06%) TypeScript
8 226 (2.72%) C++
9 176 (2.12%) Bash
10 93 (1.12%) C
11 90 (1.08%) PHP
12 82 (0.99%) Go
13 72 (0.87%) T-SQL
14 70 (0.84%) Data Analysis Expressions
15 49 (0.59%) Shell Script
16 48 (0.58%) Perl
17 45 (0.54%) Rust
18 44 (0.53%) R
18 44 (0.53%) Scala
19 39 (0.47%) VBA
Qualifications
1 1,449 (17.41%) Degree
2 774 (9.30%) Security Cleared
3 517 (6.21%) SC Cleared
4 319 (3.83%) Computer Science Degree
5 236 (2.84%) DBS Check
6 206 (2.48%) Microsoft Certification
7 188 (2.26%) DV Cleared
8 168 (2.02%) Azure Certification
9 147 (1.77%) Cisco Certification
10 145 (1.74%) CISSP
11 143 (1.72%) BPSS Clearance
12 131 (1.57%) Master's Degree
13 120 (1.44%) HNC
14 106 (1.27%) PMI Certification
15 103 (1.24%) HND
16 83 (1.00%) PMP
17 82 (0.99%) CCNA
17 82 (0.99%) CISM
18 75 (0.90%) CCNP
19 71 (0.85%) AWS Certification
Quality Assurance & Compliance
1 488 (5.86%) QA
2 413 (4.96%) Data Quality
3 344 (4.13%) GDPR
4 231 (2.78%) Accessibility
5 227 (2.73%) SLA
6 200 (2.40%) Cyber Essentials
7 190 (2.28%) ISO/IEC 27001
8 160 (1.92%) NIST
9 142 (1.71%) PCI DSS
10 62 (0.75%) PMO
11 54 (0.65%) Cyber Essentials PLUS
12 38 (0.46%) GRC
13 35 (0.42%) ISO 9001
14 25 (0.30%) SOC 2
15 22 (0.26%) Actionable Recommendations
15 22 (0.26%) COBIT
15 22 (0.26%) GMP
15 22 (0.26%) NCSC
16 21 (0.25%) Sarbanes-Oxley
17 19 (0.23%) WCAG
System Software
1 846 (10.17%) Active Directory
2 370 (4.45%) Docker
3 278 (3.34%) Hyper-V
4 252 (3.03%) VMware Infrastructure
5 70 (0.84%) Terminal Server
6 57 (0.69%) Firmware
7 50 (0.60%) Virtual Desktop
8 43 (0.52%) Virtual Machines
9 35 (0.42%) vSphere
10 19 (0.23%) Embedded Firmware
11 18 (0.22%) VMware ESXi
12 13 (0.16%) KVM
13 6 (0.072%) XenApp
14 5 (0.060%) ClearTrust
14 5 (0.060%) GPFS
14 5 (0.060%) Slurm Workload Manager
14 5 (0.060%) Squid
14 5 (0.060%) StorNext
14 5 (0.060%) Virtual Servers
14 5 (0.060%) VMware NSX
Systems Management
1 329 (3.95%) Kubernetes
2 280 (3.36%) Microsoft Intune
3 154 (1.85%) Ansible
4 94 (1.13%) Grafana
5 77 (0.93%) SCCM
6 59 (0.71%) Single Sign-On
7 52 (0.62%) Prometheus
8 28 (0.34%) Jamf Pro
9 27 (0.32%) FortiGate
10 25 (0.30%) Nagios
11 20 (0.24%) Puppet
12 15 (0.18%) Argo
13 13 (0.16%) Kibana
14 12 (0.14%) Functional Safety
14 12 (0.14%) Proxmox
15 11 (0.13%) Autotask
15 11 (0.13%) BMC PATROL
15 11 (0.13%) logstash
15 11 (0.13%) Nmap
16 10 (0.12%) vCenter Server
Vendors
1 2,411 (28.97%) Microsoft
2 369 (4.43%) VMware
3 253 (3.04%) SAP
4 245 (2.94%) Google
5 239 (2.87%) Oracle
6 169 (2.03%) Cisco
6 169 (2.03%) ServiceNow
7 162 (1.95%) Salesforce
8 133 (1.60%) Veeam
9 131 (1.57%) Databricks
10 123 (1.48%) Splunk
11 113 (1.36%) SolarWinds
12 79 (0.95%) Sage
13 78 (0.94%) Tanium
14 75 (0.90%) Apple
15 71 (0.85%) Nimble Storage
16 70 (0.84%) Brocade
17 63 (0.76%) Fortinet
18 58 (0.70%) HubSpot
19 56 (0.67%) Palo Alto