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

6 months to
14 Oct 2026
Same period 2025 Same period 2024
Rank 6 4 7
Rank change year-on-year -2 +3 +4
Permanent jobs citing Problem-Solving 9,953 7,886 9,934
As % of all permanent jobs in England 9.53% 18.40% 15.60%
As % of the Processes & Methodologies category 12.90% 20.70% 18.87%
Number of salaries quoted 6,572 4,503 3,948
10th Percentile £28,000 £26,250 £29,000
25th Percentile £32,755 £30,878 £38,750
Median annual salary (50th Percentile) £46,000 £45,000 £53,450
Median % change year-on-year +2.22% -15.81% -2.82%
75th Percentile £63,750 £65,000 £72,500
90th Percentile £82,500 £85,000 £86,250
UK median annual salary £46,000 £45,000 £52,918
% change year-on-year +2.22% -14.96% -3.79%

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 77,161 38,103 52,631
As % of all permanent jobs advertised in England 73.86% 88.89% 82.65%
Number of salaries quoted 53,955 21,888 28,045
10th Percentile £31,250 £28,413 £33,000
25th Percentile £41,750 £36,250 £45,000
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -1.32%
75th Percentile £80,000 £75,246 £79,600
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £60,000
% 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 14 October 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 14 October 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 2,423 £62,500 -3.85% 3,429
North of England -5 2,092 £45,000 +2.27% 1,001
South East -1 1,960 £41,585 +3.96% 1,017
Midlands -6 1,504 £42,500 +13.33% 607
North West -3 1,082 £46,500 -4.56% 505
South West -2 1,012 £45,000 +20.00% 501
East of England -1 878 £43,750 +34.62% 450
West Midlands -5 841 £42,500 - 367
East Midlands -7 661 £42,250 +30.00% 240
Yorkshire -7 626 £42,500 +28.79% 329
North East +5 393 £50,000 +53.85% 175
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
1 569 (5.72%) SharePoint
2 419 (4.21%) Microsoft Exchange
3 118 (1.19%) Confluence
4 64 (0.64%) IIS
5 55 (0.55%) Apache
6 52 (0.52%) Apache Spark
7 50 (0.50%) CMS
8 42 (0.42%) Apache Airflow
9 37 (0.37%) WordPress
10 18 (0.18%) Oracle Workflow
11 14 (0.14%) Jupyter
12 13 (0.13%) nginx
12 13 (0.13%) SAS
12 13 (0.13%) WebLogic
13 12 (0.12%) Oracle SOA Suite
14 11 (0.11%) WebSphere
15 10 (0.10%) Palantir Foundry
16 8 (0.080%) CICS
17 7 (0.070%) OpenEdge
18 6 (0.060%) Tomcat
Applications
1 705 (7.08%) Microsoft Office
2 649 (6.52%) Microsoft Excel
3 141 (1.42%) Microsoft PowerPoint
4 67 (0.67%) AutoCAD
5 62 (0.62%) Spreadsheet
6 59 (0.59%) MS Visio
7 54 (0.54%) Microsoft Project
8 38 (0.38%) Revit
9 37 (0.37%) Simulink
10 21 (0.21%) Navisworks
11 20 (0.20%) SOLIDWORKS
12 18 (0.18%) Chatbot
13 17 (0.17%) EPLAN
14 12 (0.12%) OrCAD
15 11 (0.11%) Autodesk Flame
15 11 (0.11%) Baselight
16 9 (0.090%) Adobe Creative Suite
16 9 (0.090%) Trello
17 7 (0.070%) Lightworks
18 6 (0.060%) Siemens NX
Business Applications
1 92 (0.92%) Dynamics CRM
2 82 (0.82%) SAP S/4HANA
3 81 (0.81%) NetSuite
4 38 (0.38%) Oracle EBS
5 35 (0.35%) Shopify
6 27 (0.27%) Dynamics AX
7 23 (0.23%) Oracle Payables
8 18 (0.18%) Workday HCM
9 17 (0.17%) Oracle Cash Management
10 16 (0.16%) Oracle Subledger Accounting
11 15 (0.15%) Salesforce CRM
12 14 (0.14%) Oracle ERP
13 13 (0.13%) Payment Gateway
14 12 (0.12%) Dynamics NAV
14 12 (0.12%) IBM Planning Analytics
14 12 (0.12%) Primavera
15 11 (0.11%) Distributed Ledger
15 11 (0.11%) Oracle Applications
16 10 (0.10%) iTrent
16 10 (0.10%) Sage 200
Cloud Services
1 1,851 (18.60%) Azure
2 1,523 (15.30%) Microsoft 365
3 1,074 (10.79%) AWS
4 821 (8.25%) Power Platform
5 507 (5.09%) Entra ID
6 424 (4.26%) SaaS
7 359 (3.61%) GCP
8 251 (2.52%) Azure DevOps
9 225 (2.26%) GitHub
10 209 (2.10%) Power Automate
11 199 (2.00%) Dynamics 365
12 183 (1.84%) Serverless
13 173 (1.74%) OneDrive
13 173 (1.74%) PowerApps
14 172 (1.73%) Microsoft Copilot
15 118 (1.19%) Amazon S3
16 111 (1.12%) Google Workspace
17 107 (1.08%) GitHub Actions
18 89 (0.89%) AWS Lambda
19 88 (0.88%) AWS CloudFormation
Communications & Networking
1 552 (5.55%) Firewall
2 533 (5.36%) DNS
3 437 (4.39%) DHCP
4 377 (3.79%) VPN
5 324 (3.26%) TCP/IP
6 257 (2.58%) Wi-Fi
7 216 (2.17%) LAN
8 214 (2.15%) Wireless
9 210 (2.11%) WAN
10 201 (2.02%) VLAN
11 175 (1.76%) Network Security
12 103 (1.03%) VoIP
13 76 (0.76%) Internet
14 65 (0.65%) Broadband
15 44 (0.44%) BGP
16 41 (0.41%) SAN
17 39 (0.39%) HTTP
18 36 (0.36%) SSL
19 35 (0.35%) SD-WAN
20 32 (0.32%) Remote Desktop
Database & Business Intelligence
1 627 (6.30%) Power BI
2 432 (4.34%) SQL Server
3 187 (1.88%) Relational Database
4 157 (1.58%) Data Warehouse
5 144 (1.45%) MySQL
6 142 (1.43%) Amazon RDS
7 134 (1.35%) PostgreSQL
8 113 (1.14%) Tableau
9 101 (1.01%) NoSQL
10 76 (0.76%) SQL Server Reporting Services
11 75 (0.75%) Azure SQL Database
11 75 (0.75%) Data Lake
12 73 (0.73%) Big Data
13 71 (0.71%) SQL Server Integration Services
14 68 (0.68%) Metadata
15 66 (0.66%) MongoDB
16 60 (0.60%) Power Query
17 40 (0.40%) Electronic Patient Records
18 38 (0.38%) Oracle Reports
19 37 (0.37%) DynamoDB
Development Applications
1 406 (4.08%) Git
2 328 (3.30%) JIRA
3 157 (1.58%) Jenkins
4 129 (1.30%) GitLab
5 48 (0.48%) Claude Code
5 48 (0.48%) Selenium
6 42 (0.42%) Eclipse
7 36 (0.36%) JUnit
8 34 (0.34%) Cypress.io
8 34 (0.34%) Subversion
9 31 (0.31%) Cucumber
10 30 (0.30%) TeamCity
11 27 (0.27%) Oracle Forms
12 25 (0.25%) Rational DOORS
13 23 (0.23%) Postman
14 22 (0.22%) LabVIEW
15 18 (0.18%) Bitbucket
15 18 (0.18%) REST Assured
16 17 (0.17%) SonarQube
17 16 (0.16%) MLflow
General
1 5,003 (50.27%) Social Skills
2 2,903 (29.17%) Analytical Skills
3 1,983 (19.92%) Finance
4 1,052 (10.57%) Manufacturing
5 823 (8.27%) Organisational Skills
6 593 (5.96%) Inclusion and Diversity
7 590 (5.93%) Retail
8 533 (5.36%) Law
9 406 (4.08%) Marketing
10 404 (4.06%) Public Sector
11 383 (3.85%) Legal
12 382 (3.84%) Electronics
13 332 (3.34%) Aerospace
14 305 (3.06%) Banking
15 247 (2.48%) Telecoms
16 206 (2.07%) Influencing Skills
17 201 (2.02%) Presentation Skills
18 172 (1.73%) Automotive
19 153 (1.54%) Documentation Skills
20 115 (1.16%) Advertising
Job Titles
1 1,244 (12.50%) Analyst
2 1,060 (10.65%) Senior
3 844 (8.48%) Developer
4 807 (8.11%) IT Support
5 624 (6.27%) Support Engineer
6 538 (5.41%) Lead
7 451 (4.53%) Consultant
8 433 (4.35%) Support Analyst
9 415 (4.17%) IT Engineer
10 325 (3.27%) Software Engineer
11 324 (3.26%) IT Support Engineer
12 295 (2.96%) Technical Support
13 275 (2.76%) Architect
14 272 (2.73%) Support Technician
15 257 (2.58%) IT Technician
16 240 (2.41%) Technical Engineer
17 232 (2.33%) Systems Engineer
18 231 (2.32%) Administrator
19 226 (2.27%) Data Engineer
20 214 (2.15%) Business Analyst
Libraries, Frameworks & Software Standards
1 421 (4.23%) .NET
2 400 (4.02%) Terraform
3 309 (3.10%) React
4 304 (3.05%) REST
5 257 (2.58%) HTML
6 192 (1.93%) CSS
7 177 (1.78%) RESTful
8 154 (1.55%) Node.js
9 124 (1.25%) Spring
10 115 (1.16%) Web Services
11 103 (1.03%) AngularJS
11 103 (1.03%) ASP.NET
11 103 (1.03%) SOAP
12 101 (1.01%) Kafka
13 88 (0.88%) JSON
14 86 (0.86%) Middleware
14 86 (0.86%) Spring Boot
14 86 (0.86%) XML
15 85 (0.85%) Vue
16 66 (0.66%) Playwright
Miscellaneous
1 821 (8.25%) Driving Licence
2 719 (7.22%) Onboarding
3 537 (5.40%) Self-Motivation
4 474 (4.76%) Management Information System
5 352 (3.54%) Cloud Native
6 250 (2.51%) Product Ownership
7 203 (2.04%) Enterprise Software
8 184 (1.85%) Data Centre
9 176 (1.77%) Legacy Systems
10 168 (1.69%) Robotics
11 142 (1.43%) Distributed Systems
12 131 (1.32%) AI Agents
13 127 (1.28%) Security Posture
14 125 (1.26%) Cyber Threat
15 112 (1.13%) NHS
16 111 (1.12%) Analytical Mindset
17 108 (1.09%) Data Structures
18 102 (1.02%) IoT
19 98 (0.98%) Algorithms
20 94 (0.94%) CCTV
Operating Systems
1 1,450 (14.57%) Windows
2 594 (5.97%) Windows Server
3 556 (5.59%) Linux
4 162 (1.63%) Windows 10
5 129 (1.30%) macOS
6 104 (1.04%) Apple iOS
7 101 (1.01%) Windows Server 2016
8 99 (0.99%) Android
9 50 (0.50%) Windows Server 2019
10 49 (0.49%) Unix
11 32 (0.32%) Ubuntu
12 26 (0.26%) Red Hat Enterprise Linux
12 26 (0.26%) VMS
13 15 (0.15%) Embedded Linux
14 11 (0.11%) Rocky
15 8 (0.080%) Debian
15 8 (0.080%) FreeRTOS
16 7 (0.070%) Windows Server 2012
17 6 (0.060%) CentOS
18 5 (0.050%) Windows 7
Processes & Methodologies
1 2,654 (26.67%) Continuous Improvement
2 1,620 (16.28%) Customer Service
3 1,513 (15.20%) Agile
4 1,308 (13.14%) Stakeholder Management
5 1,299 (13.05%) AI
6 1,132 (11.37%) Decision-Making
7 995 (10.00%) Mentoring
8 994 (9.99%) CI/CD
9 864 (8.68%) Analytics
10 844 (8.48%) Project Delivery
11 815 (8.19%) DevOps
12 811 (8.15%) Software Engineering
13 792 (7.96%) Cybersecurity
14 712 (7.15%) Project Management
15 709 (7.12%) Collaborative Working
16 707 (7.10%) Business Intelligence
17 680 (6.83%) Stakeholder Engagement
18 678 (6.81%) ITIL
19 651 (6.54%) Roadmaps
20 650 (6.53%) Computer Science
Programming Languages
1 1,438 (14.45%) SQL
2 1,250 (12.56%) Python
3 573 (5.76%) JavaScript
4 519 (5.21%) C#
5 462 (4.64%) Java
6 400 (4.02%) PowerShell
7 282 (2.83%) TypeScript
8 262 (2.63%) C++
9 183 (1.84%) Bash
10 113 (1.14%) C
11 86 (0.86%) Go
12 82 (0.82%) PHP
13 76 (0.76%) T-SQL
14 71 (0.71%) Data Analysis Expressions
15 62 (0.62%) R
16 57 (0.57%) PL/SQL
17 55 (0.55%) Ruby
18 54 (0.54%) Rust
19 52 (0.52%) MATLAB
20 49 (0.49%) Perl
Qualifications
1 1,757 (17.65%) Degree
2 946 (9.50%) Security Cleared
3 636 (6.39%) SC Cleared
4 332 (3.34%) Computer Science Degree
5 296 (2.97%) DBS Check
6 279 (2.80%) HNC
7 239 (2.40%) Microsoft Certification
8 230 (2.31%) HND
9 216 (2.17%) DV Cleared
10 203 (2.04%) Azure Certification
11 170 (1.71%) Master's Degree
12 165 (1.66%) BPSS Clearance
13 150 (1.51%) Cisco Certification
14 146 (1.47%) CISSP
15 100 (1.00%) NVQ Level 3
16 98 (0.98%) Chartered Engineer
17 94 (0.94%) AWS Certification
18 93 (0.93%) PMI Certification
19 90 (0.90%) ACCA
20 88 (0.88%) CISM
Quality Assurance & Compliance
1 536 (5.39%) QA
2 490 (4.92%) Data Quality
3 372 (3.74%) GDPR
4 287 (2.88%) Accessibility
5 233 (2.34%) SLA
6 230 (2.31%) ISO/IEC 27001
7 192 (1.93%) Cyber Essentials
8 145 (1.46%) NIST
9 137 (1.38%) PCI DSS
10 78 (0.78%) PMO
11 60 (0.60%) ISO 9001
12 50 (0.50%) Cyber Essentials PLUS
13 46 (0.46%) GRC
14 33 (0.33%) Actionable Recommendations
14 33 (0.33%) NCSC
15 30 (0.30%) SOC 2
16 26 (0.26%) ISO 19650
17 24 (0.24%) DO-254
18 22 (0.22%) GMP
18 22 (0.22%) Sarbanes-Oxley
System Software
1 956 (9.61%) Active Directory
2 382 (3.84%) Docker
3 294 (2.95%) Hyper-V
4 255 (2.56%) VMware Infrastructure
5 79 (0.79%) Firmware
6 63 (0.63%) Terminal Server
7 54 (0.54%) Virtual Desktop
8 51 (0.51%) Virtual Machines
9 31 (0.31%) vSphere
10 28 (0.28%) Embedded Firmware
11 20 (0.20%) VMware ESXi
12 18 (0.18%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.090%) KVM
15 7 (0.070%) IAG
16 5 (0.050%) ClearTrust
16 5 (0.050%) Squid
16 5 (0.050%) VMware NSX
17 4 (0.040%) XenApp
Systems Management
1 385 (3.87%) Kubernetes
2 336 (3.38%) Microsoft Intune
3 144 (1.45%) Ansible
4 106 (1.07%) Grafana
5 75 (0.75%) Single Sign-On
6 73 (0.73%) SCCM
7 70 (0.70%) BMC PATROL
8 58 (0.58%) Prometheus
9 36 (0.36%) Jamf Pro
10 28 (0.28%) FortiGate
11 21 (0.21%) Argo
12 19 (0.19%) Functional Safety
13 18 (0.18%) Nagios
14 15 (0.15%) Progress Chef
14 15 (0.15%) Puppet
15 14 (0.14%) Kibana
16 13 (0.13%) Nmap
17 11 (0.11%) Autotask
17 11 (0.11%) logstash
18 10 (0.10%) Proxmox
Vendors
1 2,972 (29.86%) Microsoft
2 382 (3.84%) VMware
3 326 (3.28%) Google
4 324 (3.26%) SAP
5 277 (2.78%) Oracle
6 195 (1.96%) Salesforce
7 192 (1.93%) ServiceNow
8 184 (1.85%) Cisco
9 145 (1.46%) Databricks
10 141 (1.42%) Veeam
11 128 (1.29%) Splunk
12 113 (1.14%) Sage
13 107 (1.08%) Workday
14 96 (0.96%) SolarWinds
15 92 (0.92%) Apple
16 84 (0.84%) Fortinet
17 77 (0.77%) Siemens
18 72 (0.72%) Tanium
19 67 (0.67%) HubSpot
20 64 (0.64%) Nimble Storage