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

6 months to
6 Aug 2026
Same period 2025 Same period 2024
Rank 8 4 7
Rank change year-on-year -4 +3 +4
Permanent jobs citing Problem-Solving 7,931 8,363 10,619
As % of all permanent jobs in England 8.55% 19.20% 14.57%
As % of the Processes & Methodologies category 11.59% 21.43% 17.93%
Number of salaries quoted 5,608 4,766 5,684
10th Percentile £27,750 £26,250 £26,500
25th Percentile £32,985 £31,250 £36,000
Median annual salary (50th Percentile) £47,500 £47,500 £50,000
Median % change year-on-year - -5.00% -9.09%
75th Percentile £67,500 £67,500 £69,000
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,500 £47,500 £50,000
% change year-on-year - -5.00% -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 68,438 39,016 59,226
As % of all permanent jobs advertised in England 73.74% 89.57% 81.29%
Number of salaries quoted 48,346 22,579 39,414
10th Percentile £31,250 £28,500 £31,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -12.00%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £100,000 £98,750 £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 6 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 6 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 2,186 £65,000 - 2,275
North of England -9 1,612 £45,000 +5.88% 865
South East -3 1,511 £45,000 +5.88% 1,126
Midlands -9 1,161 £42,000 +5.00% 659
North West -5 850 £45,000 -1.10% 448
South West -5 764 £44,000 +17.33% 482
West Midlands -10 644 £42,500 -5.56% 384
East of England -5 617 £42,500 +21.43% 419
Yorkshire -7 538 £42,500 +21.43% 302
East Midlands -8 514 £40,000 +12.68% 275
North East -13 224 £50,000 +34.23% 125
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
1 436 (5.50%) SharePoint
2 406 (5.12%) Microsoft Exchange
3 91 (1.15%) Confluence
4 60 (0.76%) CMS
5 50 (0.63%) Apache
6 45 (0.57%) IIS
7 40 (0.50%) Apache Airflow
8 38 (0.48%) WordPress
9 37 (0.47%) Apache Spark
10 20 (0.25%) SAS
11 13 (0.16%) Palantir Foundry
12 11 (0.14%) WebLogic
12 11 (0.14%) WebSphere
13 10 (0.13%) nginx
14 9 (0.11%) Exchange Server 2013
14 9 (0.11%) Oracle SOA Suite
15 7 (0.088%) Exchange Server 2007
15 7 (0.088%) Exchange Server 2010
15 7 (0.088%) Jupyter
15 7 (0.088%) OpenEdge
Applications
1 514 (6.48%) Microsoft Office
2 475 (5.99%) Microsoft Excel
3 86 (1.08%) Microsoft PowerPoint
4 49 (0.62%) Spreadsheet
5 48 (0.61%) MS Visio
6 39 (0.49%) Microsoft Project
7 26 (0.33%) AutoCAD
8 15 (0.19%) Chatbot
9 11 (0.14%) SOLIDWORKS
10 10 (0.13%) Revit
10 10 (0.13%) Simulink
11 9 (0.11%) Trello
12 8 (0.10%) Adobe Creative Suite
12 8 (0.10%) Adobe Illustrator
13 6 (0.076%) Fusion 360
14 5 (0.063%) Lightworks
14 5 (0.063%) Photoshop
15 3 (0.038%) EPLAN
15 3 (0.038%) Maya
15 3 (0.038%) Windchill
Business Applications
1 83 (1.05%) SAP S/4HANA
2 74 (0.93%) Dynamics CRM
3 53 (0.67%) NetSuite
4 22 (0.28%) Shopify
5 20 (0.25%) Oracle EBS
6 18 (0.23%) Magento
7 15 (0.19%) Salesforce CRM
7 15 (0.19%) SAP Business One
7 15 (0.19%) SAP ERP
8 14 (0.18%) Elite 3E
8 14 (0.18%) IBM Planning Analytics
9 11 (0.14%) Dynamics AX
9 11 (0.14%) Oracle ERP
10 10 (0.13%) JDE EnterpriseOne
10 10 (0.13%) Oracle Applications
11 9 (0.11%) Sage 50
11 9 (0.11%) Sage X3
12 8 (0.10%) Dynamics NAV
12 8 (0.10%) iTrent
12 8 (0.10%) Maximo
Cloud Services
1 1,668 (21.03%) Azure
2 1,257 (15.85%) Microsoft 365
3 1,015 (12.80%) AWS
4 660 (8.32%) Power Platform
5 378 (4.77%) Entra ID
6 358 (4.51%) SaaS
7 355 (4.48%) GCP
8 189 (2.38%) GitHub
8 189 (2.38%) Serverless
9 188 (2.37%) Azure DevOps
10 172 (2.17%) Dynamics 365
11 163 (2.06%) Power Automate
12 143 (1.80%) PowerApps
13 110 (1.39%) OneDrive
14 107 (1.35%) Microsoft Copilot
15 99 (1.25%) Amazon S3
16 92 (1.16%) GitHub Actions
17 87 (1.10%) AWS Lambda
18 77 (0.97%) AWS CloudFormation
19 76 (0.96%) Google Workspace
Communications & Networking
1 498 (6.28%) Firewall
2 446 (5.62%) DNS
3 376 (4.74%) DHCP
4 306 (3.86%) VPN
5 276 (3.48%) TCP/IP
6 223 (2.81%) WAN
7 213 (2.69%) LAN
8 203 (2.56%) Wi-Fi
9 163 (2.06%) Wireless
10 153 (1.93%) VLAN
11 147 (1.85%) Broadband
12 141 (1.78%) Network Security
13 104 (1.31%) VoIP
14 47 (0.59%) Internet
15 46 (0.58%) SD-WAN
16 45 (0.57%) HTTP
17 42 (0.53%) SAN
18 40 (0.50%) OSPF
19 39 (0.49%) BGP
20 33 (0.42%) SSL
Database & Business Intelligence
1 513 (6.47%) Power BI
2 388 (4.89%) SQL Server
3 147 (1.85%) Data Warehouse
4 133 (1.68%) MySQL
5 130 (1.64%) Amazon RDS
6 124 (1.56%) Relational Database
7 121 (1.53%) Tableau
8 118 (1.49%) PostgreSQL
9 109 (1.37%) NoSQL
10 98 (1.24%) SQL Server Reporting Services
11 88 (1.11%) SQL Server Integration Services
12 62 (0.78%) MongoDB
13 58 (0.73%) Big Data
13 58 (0.73%) Power Query
14 53 (0.67%) Data Lake
15 52 (0.66%) Azure SQL Database
16 43 (0.54%) DynamoDB
16 43 (0.54%) Metadata
17 34 (0.43%) Amazon Redshift
18 29 (0.37%) Elasticsearch
Development Applications
1 358 (4.51%) Git
2 274 (3.45%) JIRA
3 126 (1.59%) Jenkins
4 116 (1.46%) GitLab
5 36 (0.45%) Selenium
6 30 (0.38%) Eclipse
7 29 (0.37%) Claude Code
8 28 (0.35%) Cucumber
8 28 (0.35%) JUnit
8 28 (0.35%) Subversion
9 27 (0.34%) Rational DOORS
10 24 (0.30%) Cypress.io
11 23 (0.29%) Postman
12 20 (0.25%) Visual Studio
13 18 (0.23%) Bitbucket
14 17 (0.21%) Chocolatey
14 17 (0.21%) Oracle Forms
14 17 (0.21%) SonarQube
15 14 (0.18%) MLflow
15 14 (0.18%) Visual Studio Code
General
1 3,816 (48.11%) Social Skills
2 2,388 (30.11%) Analytical Skills
3 1,552 (19.57%) Finance
4 558 (7.04%) Manufacturing
5 500 (6.30%) Organisational Skills
6 460 (5.80%) Inclusion and Diversity
7 452 (5.70%) Law
8 381 (4.80%) Retail
9 343 (4.32%) Marketing
10 313 (3.95%) Public Sector
11 304 (3.83%) Banking
11 304 (3.83%) Legal
12 188 (2.37%) Telecoms
13 182 (2.29%) Electronics
14 159 (2.00%) Aerospace
15 156 (1.97%) Influencing Skills
16 147 (1.85%) Presentation Skills
17 116 (1.46%) Documentation Skills
18 96 (1.21%) Advertising
19 90 (1.13%) Games
Job Titles
1 1,030 (12.99%) Analyst
2 916 (11.55%) Senior
3 793 (10.00%) Developer
4 715 (9.02%) IT Support
5 582 (7.34%) Support Engineer
6 488 (6.15%) Lead
7 406 (5.12%) IT Engineer
8 392 (4.94%) Consultant
9 315 (3.97%) Support Analyst
10 312 (3.93%) IT Support Engineer
11 299 (3.77%) Software Engineer
12 264 (3.33%) Architect
13 255 (3.22%) Support Technician
14 254 (3.20%) Systems Engineer
15 241 (3.04%) Technical Support
16 214 (2.70%) IT Technician
17 200 (2.52%) Technical Engineer
18 198 (2.50%) Data Engineer
19 178 (2.24%) Technical Support Engineer
20 175 (2.21%) Administrator
Libraries, Frameworks & Software Standards
1 351 (4.43%) .NET
2 310 (3.91%) React
3 251 (3.16%) REST
4 249 (3.14%) HTML
5 197 (2.48%) CSS
6 168 (2.12%) RESTful
7 151 (1.90%) Node.js
8 115 (1.45%) SOAP
9 104 (1.31%) Spring
10 101 (1.27%) AngularJS
11 95 (1.20%) JSON
12 94 (1.19%) Vue
13 92 (1.16%) Middleware
14 88 (1.11%) Kafka
15 83 (1.05%) ASP.NET
16 76 (0.96%) Web Services
17 75 (0.95%) OAuth
18 74 (0.93%) XML
19 68 (0.86%) Spring Boot
20 51 (0.64%) LangChain
Miscellaneous
1 499 (6.29%) Driving Licence
2 492 (6.20%) Onboarding
3 403 (5.08%) Self-Motivation
4 320 (4.03%) Management Information System
5 300 (3.78%) Cloud Native
6 216 (2.72%) Product Ownership
7 176 (2.22%) Data Centre
8 175 (2.21%) Legacy Systems
9 171 (2.16%) Distributed Systems
10 125 (1.58%) Enterprise Software
11 122 (1.54%) Analytical Mindset
12 111 (1.40%) Data Structures
13 110 (1.39%) Security Posture
14 99 (1.25%) Algorithms
15 89 (1.12%) NHS
15 89 (1.12%) Social Media
16 82 (1.03%) AI Agents
17 80 (1.01%) Cyber Threat
18 79 (1.00%) IoT
19 78 (0.98%) Virtual Team
Operating Systems
1 1,233 (15.55%) Windows
2 555 (7.00%) Linux
3 532 (6.71%) Windows Server
4 168 (2.12%) Windows 10
5 114 (1.44%) Android
5 114 (1.44%) Windows Server 2016
6 106 (1.34%) Mac OS
7 101 (1.27%) Apple iOS
8 50 (0.63%) Unix
9 48 (0.61%) Windows Server 2019
10 40 (0.50%) Red Hat Enterprise Linux
11 35 (0.44%) Ubuntu
12 27 (0.34%) VMS
13 25 (0.32%) CentOS
14 14 (0.18%) Mac OS X
14 14 (0.18%) Windows Server 2012
15 13 (0.16%) Debian
16 12 (0.15%) Windows 7
17 9 (0.11%) FreeRTOS
18 8 (0.10%) Embedded Linux
Processes & Methodologies
1 1,892 (23.86%) Continuous Improvement
2 1,297 (16.35%) Agile
3 1,164 (14.68%) Customer Service
4 1,006 (12.68%) AI
5 915 (11.54%) Decision-Making
6 899 (11.34%) CI/CD
7 859 (10.83%) Mentoring
8 817 (10.30%) Stakeholder Management
9 746 (9.41%) DevOps
10 741 (9.34%) Software Engineering
11 739 (9.32%) Analytics
12 666 (8.40%) ITIL
13 645 (8.13%) Cybersecurity
14 618 (7.79%) Roadmaps
15 591 (7.45%) Business Intelligence
16 577 (7.28%) Computer Science
17 564 (7.11%) Project Management
18 555 (7.00%) Project Delivery
19 516 (6.51%) Collaborative Working
20 510 (6.43%) ERP
Programming Languages
1 1,253 (15.80%) SQL
2 1,167 (14.71%) Python
3 554 (6.99%) JavaScript
4 454 (5.72%) C#
5 411 (5.18%) Java
6 343 (4.32%) PowerShell
7 250 (3.15%) TypeScript
8 217 (2.74%) C++
9 171 (2.16%) Bash
10 97 (1.22%) PHP
11 89 (1.12%) Go
12 84 (1.06%) C
13 69 (0.87%) T-SQL
14 65 (0.82%) Data Analysis Expressions
15 49 (0.62%) Scala
16 45 (0.57%) Rust
16 45 (0.57%) Shell Script
17 43 (0.54%) Perl
18 42 (0.53%) R
19 39 (0.49%) PL/SQL
Qualifications
1 1,335 (16.83%) Degree
2 702 (8.85%) Security Cleared
3 486 (6.13%) SC Cleared
4 302 (3.81%) Computer Science Degree
5 222 (2.80%) DBS Check
6 203 (2.56%) Microsoft Certification
7 159 (2.00%) DV Cleared
8 147 (1.85%) Cisco Certification
9 144 (1.82%) Azure Certification
10 138 (1.74%) CISSP
11 119 (1.50%) BPSS Clearance
12 112 (1.41%) Master's Degree
13 99 (1.25%) PMI Certification
14 91 (1.15%) HNC
15 82 (1.03%) PMP
16 80 (1.01%) CCNA
17 77 (0.97%) CCNP
18 74 (0.93%) CISM
19 70 (0.88%) ACCA
20 68 (0.86%) CompTIA Security+
Quality Assurance & Compliance
1 454 (5.72%) QA
2 400 (5.04%) Data Quality
3 328 (4.14%) GDPR
4 229 (2.89%) SLA
5 215 (2.71%) Accessibility
6 210 (2.65%) Cyber Essentials
7 193 (2.43%) ISO/IEC 27001
8 158 (1.99%) NIST
9 152 (1.92%) PCI DSS
10 64 (0.81%) PMO
11 57 (0.72%) Cyber Essentials PLUS
12 38 (0.48%) GRC
13 35 (0.44%) ISO 9001
14 29 (0.37%) SOC 2
15 26 (0.33%) GMP
16 25 (0.32%) COBIT
17 22 (0.28%) Actionable Recommendations
18 20 (0.25%) Sarbanes-Oxley
18 20 (0.25%) WCAG
19 18 (0.23%) Good Clinical Practice
System Software
1 814 (10.26%) Active Directory
2 375 (4.73%) Docker
3 277 (3.49%) Hyper-V
4 255 (3.22%) VMware Infrastructure
5 70 (0.88%) Terminal Server
6 50 (0.63%) Firmware
6 50 (0.63%) Virtual Desktop
7 37 (0.47%) Virtual Machines
8 34 (0.43%) vSphere
9 18 (0.23%) VMware ESXi
10 16 (0.20%) KVM
11 15 (0.19%) Embedded Firmware
12 10 (0.13%) IAG
13 7 (0.088%) XenApp
14 6 (0.076%) VMware NSX
15 5 (0.063%) ClearTrust
15 5 (0.063%) Slurm Workload Manager
15 5 (0.063%) Squid
16 4 (0.050%) VMware Workstation
17 3 (0.038%) Terminal Services
Systems Management
1 362 (4.56%) Terraform
2 330 (4.16%) Kubernetes
3 288 (3.63%) Microsoft Intune
4 159 (2.00%) Ansible
5 103 (1.30%) Grafana
6 84 (1.06%) SCCM
7 62 (0.78%) Prometheus
8 42 (0.53%) Single Sign-On
9 31 (0.39%) Nagios
10 25 (0.32%) FortiGate
11 23 (0.29%) Jamf Pro
12 21 (0.26%) Puppet
13 17 (0.21%) Argo
14 14 (0.18%) Autotask
15 13 (0.16%) Kibana
15 13 (0.16%) Proxmox
16 11 (0.14%) Docker Swarm
16 11 (0.14%) Functional Safety
16 11 (0.14%) logstash
16 11 (0.14%) Podman
Vendors
1 2,291 (28.89%) Microsoft
2 365 (4.60%) VMware
3 221 (2.79%) Oracle
4 213 (2.69%) Google
4 213 (2.69%) SAP
5 173 (2.18%) Cisco
6 163 (2.06%) ServiceNow
7 156 (1.97%) Salesforce
8 131 (1.65%) Veeam
9 124 (1.56%) Splunk
10 123 (1.55%) SolarWinds
11 122 (1.54%) Databricks
12 86 (1.08%) Apple
13 78 (0.98%) Tanium
14 71 (0.90%) Nimble Storage
15 70 (0.88%) Brocade
16 67 (0.84%) Sage
17 60 (0.76%) Dell
18 58 (0.73%) Fortinet
19 57 (0.72%) Palo Alto