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

6 months to
9 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 9,686 8,006 10,156
As % of all permanent jobs in England 9.34% 18.45% 15.63%
As % of the Processes & Methodologies category 12.69% 20.73% 18.91%
Number of salaries quoted 6,466 4,516 4,100
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £38,063
Median annual salary (50th Percentile) £46,000 £45,000 £52,500
Median % change year-on-year +2.22% -14.29% -4.55%
75th Percentile £63,750 £65,000 £71,250
90th Percentile £82,500 £85,000 £85,000
UK median annual salary £46,000 £45,000 £52,500
% change year-on-year +2.22% -14.29% -4.55%

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 76,345 38,619 53,704
As % of all permanent jobs advertised in England 73.62% 89.01% 82.66%
Number of salaries quoted 53,555 21,921 28,813
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,681 £36,250 £43,750
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -1.64%
75th Percentile £80,000 £75,250 £78,750
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 9 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 9 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 -7 2,354 £63,000 -3.08% 5,923
North of England -6 2,057 £45,000 - 1,679
South East -1 1,909 £41,500 +3.75% 1,744
Midlands -6 1,459 £42,500 +11.84% 1,131
North West -1 1,065 £46,500 -4.56% 834
South West -2 988 £45,000 +20.00% 828
East of England -1 834 £44,000 +35.38% 857
West Midlands -5 821 £42,500 - 690
East Midlands -7 636 £42,000 +29.23% 441
Yorkshire -6 613 £42,500 +28.79% 589
North East +5 388 £50,000 +49.25% 272
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
1 562 (5.80%) SharePoint
2 416 (4.29%) Microsoft Exchange
3 117 (1.21%) Confluence
4 64 (0.66%) IIS
5 54 (0.56%) Apache
6 51 (0.53%) CMS
7 50 (0.52%) Apache Spark
8 40 (0.41%) Apache Airflow
9 35 (0.36%) WordPress
10 18 (0.19%) Oracle Workflow
11 14 (0.14%) Jupyter
12 13 (0.13%) nginx
12 13 (0.13%) SAS
12 13 (0.13%) WebLogic
13 11 (0.11%) Oracle SOA Suite
13 11 (0.11%) WebSphere
14 9 (0.093%) Palantir Foundry
15 8 (0.083%) CICS
16 7 (0.072%) OpenEdge
17 6 (0.062%) Tomcat
Applications
1 692 (7.14%) Microsoft Office
2 628 (6.48%) Microsoft Excel
3 136 (1.40%) Microsoft PowerPoint
4 65 (0.67%) Spreadsheet
5 61 (0.63%) AutoCAD
6 58 (0.60%) MS Visio
7 52 (0.54%) Microsoft Project
8 35 (0.36%) Simulink
9 31 (0.32%) Revit
10 20 (0.21%) SOLIDWORKS
11 17 (0.18%) EPLAN
12 15 (0.15%) Chatbot
13 14 (0.14%) Navisworks
14 12 (0.12%) OrCAD
15 11 (0.11%) Autodesk Flame
15 11 (0.11%) Baselight
16 9 (0.093%) Adobe Creative Suite
17 8 (0.083%) Trello
18 7 (0.072%) Lightworks
19 6 (0.062%) Siemens NX
Business Applications
1 90 (0.93%) Dynamics CRM
2 84 (0.87%) SAP S/4HANA
3 79 (0.82%) NetSuite
4 37 (0.38%) Oracle EBS
5 36 (0.37%) Shopify
6 24 (0.25%) Dynamics AX
7 23 (0.24%) Oracle Payables
8 18 (0.19%) Workday HCM
9 17 (0.18%) Oracle Cash Management
10 16 (0.17%) Oracle Subledger Accounting
11 15 (0.15%) Salesforce CRM
12 13 (0.13%) Dynamics NAV
12 13 (0.13%) Payment Gateway
13 12 (0.12%) IBM Planning Analytics
14 11 (0.11%) Oracle Applications
14 11 (0.11%) Oracle ERP
14 11 (0.11%) Primavera
14 11 (0.11%) SAP Business One
15 10 (0.10%) JDE EnterpriseOne
15 10 (0.10%) Sage 200
Cloud Services
1 1,800 (18.58%) Azure
2 1,484 (15.32%) Microsoft 365
3 1,057 (10.91%) AWS
4 797 (8.23%) Power Platform
5 491 (5.07%) Entra ID
6 419 (4.33%) SaaS
7 354 (3.65%) GCP
8 244 (2.52%) Azure DevOps
9 222 (2.29%) GitHub
10 202 (2.09%) Power Automate
11 188 (1.94%) Dynamics 365
12 181 (1.87%) Serverless
13 167 (1.72%) PowerApps
14 166 (1.71%) OneDrive
15 161 (1.66%) Microsoft Copilot
16 114 (1.18%) Amazon S3
17 108 (1.12%) GitHub Actions
18 107 (1.10%) Google Workspace
19 90 (0.93%) AWS CloudFormation
20 86 (0.89%) AWS Lambda
Communications & Networking
1 537 (5.54%) Firewall
2 522 (5.39%) DNS
3 427 (4.41%) DHCP
4 371 (3.83%) VPN
5 310 (3.20%) TCP/IP
6 250 (2.58%) Wi-Fi
7 208 (2.15%) LAN
8 206 (2.13%) Wireless
9 204 (2.11%) WAN
10 191 (1.97%) VLAN
11 172 (1.78%) Network Security
12 104 (1.07%) VoIP
13 74 (0.76%) Internet
14 63 (0.65%) Broadband
15 42 (0.43%) BGP
16 40 (0.41%) SAN
17 39 (0.40%) HTTP
18 35 (0.36%) SD-WAN
18 35 (0.36%) SSL
19 32 (0.33%) OSPF
Database & Business Intelligence
1 610 (6.30%) Power BI
2 425 (4.39%) SQL Server
3 171 (1.77%) Relational Database
4 148 (1.53%) Data Warehouse
5 141 (1.46%) MySQL
6 139 (1.44%) Amazon RDS
7 129 (1.33%) PostgreSQL
8 113 (1.17%) Tableau
9 101 (1.04%) NoSQL
10 78 (0.81%) SQL Server Reporting Services
11 72 (0.74%) Big Data
12 71 (0.73%) Azure SQL Database
12 71 (0.73%) Data Lake
13 68 (0.70%) SQL Server Integration Services
14 67 (0.69%) Metadata
15 64 (0.66%) MongoDB
16 55 (0.57%) Power Query
17 40 (0.41%) Electronic Patient Records
18 39 (0.40%) DynamoDB
19 37 (0.38%) Oracle Reports
Development Applications
1 387 (4.00%) Git
2 329 (3.40%) JIRA
3 156 (1.61%) Jenkins
4 126 (1.30%) GitLab
5 46 (0.47%) Claude Code
6 44 (0.45%) Selenium
7 42 (0.43%) Eclipse
8 35 (0.36%) JUnit
9 34 (0.35%) Subversion
10 30 (0.31%) Cucumber
10 30 (0.31%) Cypress.io
11 28 (0.29%) TeamCity
12 27 (0.28%) Oracle Forms
13 24 (0.25%) Postman
14 23 (0.24%) Rational DOORS
15 21 (0.22%) LabVIEW
16 20 (0.21%) Bitbucket
17 17 (0.18%) SonarQube
18 15 (0.15%) MLflow
18 15 (0.15%) Visual Studio
General
1 4,885 (50.43%) Social Skills
2 2,827 (29.19%) Analytical Skills
3 1,927 (19.89%) Finance
4 1,008 (10.41%) Manufacturing
5 796 (8.22%) Organisational Skills
6 584 (6.03%) Retail
7 563 (5.81%) Inclusion and Diversity
8 528 (5.45%) Law
9 404 (4.17%) Marketing
10 403 (4.16%) Public Sector
11 379 (3.91%) Legal
12 361 (3.73%) Electronics
13 313 (3.23%) Aerospace
14 300 (3.10%) Banking
15 241 (2.49%) Telecoms
16 200 (2.06%) Influencing Skills
17 197 (2.03%) Presentation Skills
18 166 (1.71%) Automotive
19 148 (1.53%) Documentation Skills
20 112 (1.16%) Advertising
Job Titles
1 1,227 (12.67%) Analyst
2 1,031 (10.64%) Senior
3 815 (8.41%) Developer
4 791 (8.17%) IT Support
5 620 (6.40%) Support Engineer
6 530 (5.47%) Lead
7 449 (4.64%) Consultant
8 427 (4.41%) Support Analyst
9 411 (4.24%) IT Engineer
10 319 (3.29%) IT Support Engineer
11 318 (3.28%) Software Engineer
12 293 (3.02%) Technical Support
13 272 (2.81%) Architect
14 268 (2.77%) Support Technician
15 252 (2.60%) IT Technician
16 240 (2.48%) Technical Engineer
17 230 (2.37%) Systems Engineer
18 225 (2.32%) Administrator
19 215 (2.22%) Technical Support Engineer
20 210 (2.17%) Business Analyst
Libraries, Frameworks & Software Standards
1 411 (4.24%) .NET
2 392 (4.05%) Terraform
3 308 (3.18%) React
4 293 (3.02%) REST
5 253 (2.61%) HTML
6 189 (1.95%) CSS
7 177 (1.83%) RESTful
8 150 (1.55%) Node.js
9 124 (1.28%) Spring
10 113 (1.17%) Web Services
11 105 (1.08%) SOAP
12 102 (1.05%) AngularJS
13 101 (1.04%) ASP.NET
14 96 (0.99%) Kafka
15 91 (0.94%) JSON
16 87 (0.90%) XML
17 85 (0.88%) Spring Boot
17 85 (0.88%) Vue
18 84 (0.87%) Middleware
19 64 (0.66%) Playwright
Miscellaneous
1 780 (8.05%) Driving Licence
2 698 (7.21%) Onboarding
3 513 (5.30%) Self-Motivation
4 457 (4.72%) Management Information System
5 351 (3.62%) Cloud Native
6 245 (2.53%) Product Ownership
7 198 (2.04%) Enterprise Software
8 183 (1.89%) Data Centre
9 173 (1.79%) Legacy Systems
10 164 (1.69%) Robotics
11 137 (1.41%) Distributed Systems
12 126 (1.30%) Security Posture
13 124 (1.28%) AI Agents
13 124 (1.28%) Cyber Threat
14 113 (1.17%) Analytical Mindset
15 112 (1.16%) NHS
16 109 (1.13%) Data Structures
17 101 (1.04%) IoT
18 94 (0.97%) Algorithms
19 89 (0.92%) CCTV
Operating Systems
1 1,418 (14.64%) Windows
2 585 (6.04%) Windows Server
3 544 (5.62%) Linux
4 163 (1.68%) Windows 10
5 124 (1.28%) Mac OS
6 101 (1.04%) Apple iOS
7 100 (1.03%) Windows Server 2016
8 95 (0.98%) Android
9 49 (0.51%) Windows Server 2019
10 48 (0.50%) Unix
11 28 (0.29%) Ubuntu
12 27 (0.28%) VMS
13 25 (0.26%) Red Hat Enterprise Linux
14 15 (0.15%) Embedded Linux
15 9 (0.093%) Rocky
16 8 (0.083%) Debian
16 8 (0.083%) FreeRTOS
17 7 (0.072%) Windows Server 2012
18 5 (0.052%) CentOS
18 5 (0.052%) Windows 7
Processes & Methodologies
1 2,569 (26.52%) Continuous Improvement
2 1,580 (16.31%) Customer Service
3 1,490 (15.38%) Agile
4 1,256 (12.97%) AI
5 1,251 (12.92%) Stakeholder Management
6 1,102 (11.38%) Decision-Making
7 984 (10.16%) Mentoring
8 968 (9.99%) CI/CD
9 837 (8.64%) Analytics
10 818 (8.45%) Project Delivery
11 800 (8.26%) Software Engineering
12 798 (8.24%) DevOps
13 780 (8.05%) Cybersecurity
14 704 (7.27%) Project Management
15 687 (7.09%) Business Intelligence
16 683 (7.05%) Collaborative Working
17 675 (6.97%) Stakeholder Engagement
18 666 (6.88%) ITIL
19 643 (6.64%) Roadmaps
20 641 (6.62%) Computer Science
Programming Languages
1 1,393 (14.38%) SQL
2 1,216 (12.55%) Python
3 567 (5.85%) JavaScript
4 507 (5.23%) C#
5 453 (4.68%) Java
6 393 (4.06%) PowerShell
7 281 (2.90%) TypeScript
8 255 (2.63%) C++
9 179 (1.85%) Bash
10 107 (1.10%) C
11 83 (0.86%) Go
12 78 (0.81%) PHP
13 74 (0.76%) T-SQL
14 70 (0.72%) Data Analysis Expressions
15 57 (0.59%) R
16 56 (0.58%) PL/SQL
17 53 (0.55%) Rust
18 51 (0.53%) Ruby
19 49 (0.51%) MATLAB
20 47 (0.49%) Shell Script
Qualifications
1 1,716 (17.72%) Degree
2 917 (9.47%) Security Cleared
3 615 (6.35%) SC Cleared
4 331 (3.42%) Computer Science Degree
5 287 (2.96%) DBS Check
6 268 (2.77%) HNC
7 234 (2.42%) Microsoft Certification
8 224 (2.31%) HND
9 211 (2.18%) DV Cleared
10 192 (1.98%) Azure Certification
11 163 (1.68%) BPSS Clearance
11 163 (1.68%) Master's Degree
12 147 (1.52%) CISSP
13 146 (1.51%) Cisco Certification
14 96 (0.99%) Chartered Engineer
15 94 (0.97%) PMI Certification
16 93 (0.96%) NVQ Level 3
17 91 (0.94%) AWS Certification
18 87 (0.90%) ACCA
18 87 (0.90%) CISM
Quality Assurance & Compliance
1 521 (5.38%) QA
2 471 (4.86%) Data Quality
3 369 (3.81%) GDPR
4 272 (2.81%) Accessibility
5 230 (2.37%) SLA
6 226 (2.33%) ISO/IEC 27001
7 192 (1.98%) Cyber Essentials
8 146 (1.51%) NIST
9 136 (1.40%) PCI DSS
10 76 (0.78%) PMO
11 55 (0.57%) ISO 9001
12 49 (0.51%) Cyber Essentials PLUS
13 47 (0.49%) GRC
14 33 (0.34%) NCSC
15 31 (0.32%) Actionable Recommendations
16 28 (0.29%) SOC 2
17 23 (0.24%) DO-254
18 22 (0.23%) ISO 19650
18 22 (0.23%) Sarbanes-Oxley
19 21 (0.22%) GMP
System Software
1 932 (9.62%) Active Directory
2 372 (3.84%) Docker
3 294 (3.04%) Hyper-V
4 253 (2.61%) VMware Infrastructure
5 76 (0.78%) Firmware
6 63 (0.65%) Terminal Server
7 52 (0.54%) Virtual Desktop
8 51 (0.53%) Virtual Machines
9 31 (0.32%) vSphere
10 28 (0.29%) Embedded Firmware
11 18 (0.19%) VMware ESXi
12 17 (0.18%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.093%) KVM
15 7 (0.072%) IAG
16 5 (0.052%) ClearTrust
16 5 (0.052%) Squid
16 5 (0.052%) VMware NSX
17 4 (0.041%) XenApp
Systems Management
1 374 (3.86%) Kubernetes
2 326 (3.37%) Microsoft Intune
3 144 (1.49%) Ansible
4 103 (1.06%) Grafana
5 75 (0.77%) Single Sign-On
6 71 (0.73%) SCCM
7 70 (0.72%) BMC PATROL
8 57 (0.59%) Prometheus
9 33 (0.34%) Jamf Pro
10 27 (0.28%) FortiGate
11 21 (0.22%) Argo
12 19 (0.20%) Functional Safety
13 17 (0.18%) Nagios
14 14 (0.14%) Kibana
14 14 (0.14%) Progress Chef
14 14 (0.14%) Puppet
15 13 (0.13%) Nmap
16 11 (0.11%) logstash
17 10 (0.10%) Docker Swarm
17 10 (0.10%) Failover Clustering
Vendors
1 2,886 (29.80%) Microsoft
2 379 (3.91%) VMware
3 319 (3.29%) SAP
4 310 (3.20%) Google
5 269 (2.78%) Oracle
6 194 (2.00%) Salesforce
7 186 (1.92%) ServiceNow
8 178 (1.84%) Cisco
9 140 (1.45%) Databricks
9 140 (1.45%) Veeam
10 126 (1.30%) Splunk
11 115 (1.19%) Sage
12 103 (1.06%) Workday
13 96 (0.99%) SolarWinds
14 89 (0.92%) Apple
15 83 (0.86%) Fortinet
16 73 (0.75%) Siemens
17 72 (0.74%) Tanium
18 69 (0.71%) HubSpot
19 64 (0.66%) Nimble Storage