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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 8 4 8
Rank change year-on-year -4 +4 +3
Permanent jobs citing Problem-Solving 8,242 8,356 10,662
As % of all permanent jobs in England 8.66% 19.11% 14.72%
As % of the Processes & Methodologies category 11.78% 21.42% 18.14%
Number of salaries quoted 5,748 4,752 5,462
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 £87,500 £85,000
UK median annual salary £47,500 £46,000 £50,000
% change year-on-year +3.26% -8.00% -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 69,973 39,019 58,775
As % of all permanent jobs advertised in England 73.54% 89.23% 81.12%
Number of salaries quoted 49,427 22,481 38,080
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 £55,465
Median % change year-on-year +9.09% -0.84% -11.26%
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% - -8.71%

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 20 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 20 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 -5 2,257 £65,000 - 3,432
North of England -8 1,672 £45,000 +5.88% 1,240
South East -3 1,565 £43,000 +1.18% 1,341
Midlands -8 1,201 £42,500 +10.39% 832
North West -6 878 £45,250 +0.56% 664
South West -4 811 £45,000 +25.00% 700
West Midlands -8 669 £42,500 -5.07% 524
East of England -3 662 £42,500 +21.43% 623
Yorkshire -8 548 £42,500 +21.43% 410
East Midlands -9 529 £40,500 +15.71% 309
North East -6 246 £48,500 +21.25% 188
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
1 455 (5.52%) SharePoint
2 396 (4.80%) Microsoft Exchange
3 101 (1.23%) Confluence
4 57 (0.69%) CMS
5 55 (0.67%) IIS
6 48 (0.58%) Apache
7 37 (0.45%) Apache Spark
8 36 (0.44%) Apache Airflow
8 36 (0.44%) WordPress
9 21 (0.25%) 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%) Exchange Server 2013
12 9 (0.11%) Oracle SOA Suite
13 8 (0.097%) Jupyter
14 7 (0.085%) OpenEdge
14 7 (0.085%) Tomcat
15 6 (0.073%) Drupal
Applications
1 524 (6.36%) Microsoft Office
2 474 (5.75%) Microsoft Excel
3 84 (1.02%) Microsoft PowerPoint
4 48 (0.58%) Spreadsheet
5 47 (0.57%) MS Visio
6 42 (0.51%) Microsoft Project
7 34 (0.41%) AutoCAD
8 18 (0.22%) Simulink
9 16 (0.19%) Revit
10 15 (0.18%) Chatbot
11 11 (0.13%) SOLIDWORKS
12 8 (0.097%) Adobe Creative Suite
12 8 (0.097%) Trello
13 7 (0.085%) Adobe Illustrator
14 6 (0.073%) Fusion 360
14 6 (0.073%) Navisworks
15 5 (0.061%) Autodesk Flame
15 5 (0.061%) Baselight
15 5 (0.061%) EPLAN
15 5 (0.061%) Lightworks
Business Applications
1 85 (1.03%) Dynamics CRM
2 83 (1.01%) SAP S/4HANA
3 59 (0.72%) NetSuite
4 29 (0.35%) Shopify
5 21 (0.25%) Oracle EBS
6 17 (0.21%) 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 (0.15%) 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%) iTrent
13 9 (0.11%) Primavera
13 9 (0.11%) Sage 50
13 9 (0.11%) Workday HCM
Cloud Services
1 1,713 (20.78%) Azure
2 1,270 (15.41%) Microsoft 365
3 1,025 (12.44%) AWS
4 691 (8.38%) Power Platform
5 396 (4.80%) Entra ID
6 365 (4.43%) SaaS
7 358 (4.34%) GCP
8 206 (2.50%) GitHub
9 205 (2.49%) Azure DevOps
10 191 (2.32%) Serverless
11 177 (2.15%) Dynamics 365
12 175 (2.12%) Power Automate
13 149 (1.81%) PowerApps
14 114 (1.38%) Microsoft Copilot
15 111 (1.35%) OneDrive
16 101 (1.23%) Amazon S3
17 95 (1.15%) GitHub Actions
18 88 (1.07%) AWS Lambda
19 83 (1.01%) AWS CloudFormation
20 72 (0.87%) Google Workspace
Communications & Networking
1 503 (6.10%) Firewall
2 459 (5.57%) DNS
3 387 (4.70%) DHCP
4 310 (3.76%) VPN
5 285 (3.46%) TCP/IP
6 205 (2.49%) WAN
7 201 (2.44%) Wi-Fi
8 198 (2.40%) LAN
9 169 (2.05%) Wireless
10 157 (1.90%) VLAN
11 148 (1.80%) Network Security
12 127 (1.54%) Broadband
13 107 (1.30%) VoIP
14 48 (0.58%) Internet
15 44 (0.53%) SAN
16 43 (0.52%) HTTP
17 40 (0.49%) SD-WAN
18 37 (0.45%) OSPF
19 36 (0.44%) BGP
20 34 (0.41%) SSL
Database & Business Intelligence
1 538 (6.53%) Power BI
2 418 (5.07%) SQL Server
3 146 (1.77%) MySQL
4 142 (1.72%) Data Warehouse
5 136 (1.65%) Amazon RDS
5 136 (1.65%) Relational Database
6 124 (1.50%) Tableau
7 119 (1.44%) PostgreSQL
8 107 (1.30%) NoSQL
9 96 (1.16%) SQL Server Reporting Services
10 86 (1.04%) SQL Server Integration Services
11 64 (0.78%) MongoDB
12 63 (0.76%) Big Data
13 58 (0.70%) Azure SQL Database
14 56 (0.68%) Data Lake
15 50 (0.61%) Power Query
16 45 (0.55%) Metadata
17 44 (0.53%) DynamoDB
18 41 (0.50%) Electronic Patient Records
19 35 (0.42%) Looker
Development Applications
1 376 (4.56%) Git
2 291 (3.53%) JIRA
3 131 (1.59%) Jenkins
4 109 (1.32%) GitLab
5 36 (0.44%) Eclipse
5 36 (0.44%) Selenium
6 33 (0.40%) Subversion
7 32 (0.39%) JUnit
8 31 (0.38%) Claude Code
9 28 (0.34%) Cucumber
10 26 (0.32%) Postman
11 24 (0.29%) Rational DOORS
12 20 (0.24%) Bitbucket
12 20 (0.24%) Cypress.io
13 19 (0.23%) Oracle Forms
13 19 (0.23%) SonarQube
13 19 (0.23%) Visual Studio
14 16 (0.19%) Chocolatey
15 14 (0.17%) MLflow
15 14 (0.17%) Visual Studio Code
General
1 4,009 (48.64%) Social Skills
2 2,505 (30.39%) Analytical Skills
3 1,640 (19.90%) Finance
4 630 (7.64%) Manufacturing
5 514 (6.24%) Organisational Skills
6 496 (6.02%) Inclusion and Diversity
7 482 (5.85%) Law
8 405 (4.91%) Retail
9 360 (4.37%) Marketing
10 329 (3.99%) Public Sector
11 312 (3.79%) Legal
12 305 (3.70%) Banking
13 223 (2.71%) Electronics
14 208 (2.52%) Aerospace
15 190 (2.31%) Telecoms
16 173 (2.10%) Influencing Skills
17 152 (1.84%) Presentation Skills
18 110 (1.33%) Documentation Skills
19 90 (1.09%) Advertising
20 88 (1.07%) Games
Job Titles
1 1,070 (12.98%) Analyst
2 921 (11.17%) Senior
3 818 (9.92%) Developer
4 694 (8.42%) IT Support
5 566 (6.87%) Support Engineer
6 509 (6.18%) Lead
7 409 (4.96%) Consultant
8 390 (4.73%) IT Engineer
9 333 (4.04%) Support Analyst
10 308 (3.74%) Software Engineer
11 297 (3.60%) IT Support Engineer
12 279 (3.39%) Architect
13 257 (3.12%) Technical Support
14 253 (3.07%) Systems Engineer
15 247 (3.00%) Support Technician
16 220 (2.67%) IT Technician
17 210 (2.55%) Technical Engineer
18 196 (2.38%) Data Engineer
19 186 (2.26%) Technical Support Engineer
20 176 (2.14%) Business Analyst
Libraries, Frameworks & Software Standards
1 377 (4.57%) .NET
2 373 (4.53%) Terraform
3 309 (3.75%) React
4 264 (3.20%) HTML
5 261 (3.17%) REST
6 204 (2.48%) CSS
7 179 (2.17%) RESTful
8 152 (1.84%) Node.js
9 114 (1.38%) SOAP
10 108 (1.31%) Spring
11 104 (1.26%) AngularJS
12 102 (1.24%) JSON
13 95 (1.15%) Vue
14 93 (1.13%) ASP.NET
15 90 (1.09%) Kafka
16 89 (1.08%) Middleware
17 88 (1.07%) Web Services
18 79 (0.96%) XML
19 76 (0.92%) OAuth
20 71 (0.86%) Spring Boot
Miscellaneous
1 530 (6.43%) Onboarding
2 524 (6.36%) Driving Licence
3 423 (5.13%) Self-Motivation
4 345 (4.19%) Management Information System
5 305 (3.70%) Cloud Native
6 236 (2.86%) Product Ownership
7 179 (2.17%) Data Centre
8 174 (2.11%) Legacy Systems
9 163 (1.98%) Distributed Systems
10 146 (1.77%) Enterprise Software
11 121 (1.47%) Analytical Mindset
12 116 (1.41%) Data Structures
13 111 (1.35%) Security Posture
14 103 (1.25%) NHS
15 99 (1.20%) Algorithms
16 98 (1.19%) AI Agents
17 91 (1.10%) Cyber Threat
17 91 (1.10%) Social Media
18 86 (1.04%) Robotics
19 83 (1.01%) IoT
Operating Systems
1 1,247 (15.13%) Windows
2 560 (6.79%) Linux
3 541 (6.56%) Windows Server
4 156 (1.89%) Windows 10
5 114 (1.38%) Windows Server 2016
6 106 (1.29%) Android
7 102 (1.24%) Mac OS
8 93 (1.13%) Apple iOS
9 54 (0.66%) Unix
10 45 (0.55%) Windows Server 2019
11 34 (0.41%) Red Hat Enterprise Linux
11 34 (0.41%) Ubuntu
12 30 (0.36%) VMS
13 21 (0.25%) CentOS
14 13 (0.16%) Windows Server 2012
15 12 (0.15%) Debian
16 9 (0.11%) Embedded Linux
16 9 (0.11%) FreeRTOS
16 9 (0.11%) Mac OS X
17 7 (0.085%) Rocky
Processes & Methodologies
1 2,027 (24.59%) Continuous Improvement
2 1,359 (16.49%) Agile
3 1,225 (14.86%) Customer Service
4 1,068 (12.96%) AI
5 1,000 (12.13%) Decision-Making
6 909 (11.03%) CI/CD
7 896 (10.87%) Stakeholder Management
8 893 (10.83%) Mentoring
9 781 (9.48%) Analytics
10 764 (9.27%) Software Engineering
11 759 (9.21%) DevOps
12 681 (8.26%) Cybersecurity
13 664 (8.06%) ITIL
14 659 (8.00%) Roadmaps
15 610 (7.40%) Business Intelligence
16 609 (7.39%) Project Delivery
17 601 (7.29%) Computer Science
18 596 (7.23%) Project Management
19 547 (6.64%) Stakeholder Engagement
20 534 (6.48%) Collaborative Working
Programming Languages
1 1,298 (15.75%) SQL
2 1,194 (14.49%) Python
3 575 (6.98%) JavaScript
4 481 (5.84%) C#
5 427 (5.18%) Java
6 360 (4.37%) PowerShell
7 257 (3.12%) TypeScript
8 223 (2.71%) C++
9 182 (2.21%) Bash
10 91 (1.10%) C
10 91 (1.10%) PHP
11 83 (1.01%) Go
12 69 (0.84%) T-SQL
13 65 (0.79%) Data Analysis Expressions
14 50 (0.61%) Shell Script
15 47 (0.57%) Perl
16 45 (0.55%) Rust
17 44 (0.53%) Scala
18 43 (0.52%) R
19 40 (0.49%) VBA
Qualifications
1 1,429 (17.34%) Degree
2 762 (9.25%) Security Cleared
3 512 (6.21%) SC Cleared
4 320 (3.88%) Computer Science Degree
5 231 (2.80%) DBS Check
6 201 (2.44%) Microsoft Certification
7 184 (2.23%) DV Cleared
8 166 (2.01%) Azure Certification
9 150 (1.82%) Cisco Certification
10 146 (1.77%) CISSP
11 141 (1.71%) BPSS Clearance
12 131 (1.59%) Master's Degree
13 116 (1.41%) HNC
14 105 (1.27%) PMI Certification
15 95 (1.15%) HND
16 83 (1.01%) CCNA
17 82 (0.99%) CISM
17 82 (0.99%) PMP
18 75 (0.91%) CCNP
19 71 (0.86%) AWS Certification
Quality Assurance & Compliance
1 479 (5.81%) QA
2 411 (4.99%) Data Quality
3 336 (4.08%) GDPR
4 230 (2.79%) Accessibility
4 230 (2.79%) SLA
5 201 (2.44%) Cyber Essentials
6 190 (2.31%) ISO/IEC 27001
7 162 (1.97%) NIST
8 145 (1.76%) PCI DSS
9 62 (0.75%) PMO
10 52 (0.63%) Cyber Essentials PLUS
11 39 (0.47%) GRC
12 33 (0.40%) ISO 9001
13 25 (0.30%) GMP
13 25 (0.30%) SOC 2
14 23 (0.28%) Actionable Recommendations
14 23 (0.28%) COBIT
15 22 (0.27%) NCSC
16 21 (0.25%) Sarbanes-Oxley
17 19 (0.23%) WCAG
System Software
1 836 (10.14%) Active Directory
2 377 (4.57%) Docker
3 276 (3.35%) Hyper-V
4 252 (3.06%) VMware Infrastructure
5 70 (0.85%) Terminal Server
6 57 (0.69%) Firmware
7 50 (0.61%) Virtual Desktop
8 40 (0.49%) Virtual Machines
9 35 (0.42%) vSphere
10 18 (0.22%) Embedded Firmware
10 18 (0.22%) VMware ESXi
11 13 (0.16%) KVM
12 7 (0.085%) XenApp
13 5 (0.061%) ClearTrust
13 5 (0.061%) Slurm Workload Manager
13 5 (0.061%) Squid
13 5 (0.061%) Virtual Servers
13 5 (0.061%) VMware NSX
14 4 (0.049%) GPFS
14 4 (0.049%) StorNext
Systems Management
1 334 (4.05%) Kubernetes
2 278 (3.37%) Microsoft Intune
3 158 (1.92%) Ansible
4 96 (1.16%) Grafana
5 76 (0.92%) SCCM
6 58 (0.70%) Single Sign-On
7 55 (0.67%) Prometheus
8 26 (0.32%) Jamf Pro
8 26 (0.32%) Nagios
9 25 (0.30%) FortiGate
10 22 (0.27%) Puppet
11 15 (0.18%) Argo
12 13 (0.16%) Kibana
13 12 (0.15%) Autotask
13 12 (0.15%) Functional Safety
13 12 (0.15%) Proxmox
14 11 (0.13%) logstash
14 11 (0.13%) Nmap
15 10 (0.12%) Progress Chef
15 10 (0.12%) vCenter Server
Vendors
1 2,355 (28.57%) Microsoft
2 367 (4.45%) VMware
3 243 (2.95%) SAP
4 239 (2.90%) Oracle
5 231 (2.80%) Google
6 168 (2.04%) Cisco
7 166 (2.01%) ServiceNow
8 160 (1.94%) Salesforce
9 129 (1.57%) Databricks
9 129 (1.57%) Veeam
10 124 (1.50%) Splunk
11 114 (1.38%) SolarWinds
12 78 (0.95%) Tanium
13 75 (0.91%) Apple
14 74 (0.90%) Sage
15 71 (0.86%) Nimble Storage
16 70 (0.85%) Brocade
17 62 (0.75%) Fortinet
18 58 (0.70%) Dell
19 57 (0.69%) Palo Alto