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

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 7 4 8
Rank change year-on-year -3 +4 +3
Permanent jobs citing Problem-Solving 8,844 8,274 10,359
As % of all permanent jobs in England 8.83% 19.07% 15.04%
As % of the Processes & Methodologies category 12.08% 21.50% 18.50%
Number of salaries quoted 6,071 4,639 4,615
10th Percentile £27,750 £26,250 £27,000
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £47,000 £45,000 £52,500
Median % change year-on-year +4.44% -14.29% -4.55%
75th Percentile £65,000 £65,000 £70,743
90th Percentile £85,000 £85,000 £85,000
UK median annual salary £47,000 £45,000 £52,500
% change year-on-year +4.44% -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 73,237 38,492 56,006
As % of all permanent jobs advertised in England 73.14% 88.72% 81.33%
Number of salaries quoted 52,109 22,148 32,740
10th Percentile £31,250 £28,500 £31,863
25th Percentile £42,215 £37,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -8.00%
75th Percentile £80,000 £76,250 £77,500
90th Percentile £100,000 £97,500 £95,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

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 13 September 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 13 September 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 2,293 £65,000 - 3,526
North of England -8 1,812 £45,000 +7.14% 1,099
South East -4 1,719 £42,500 - 1,334
Midlands -7 1,303 £42,500 +11.84% 887
North West -5 940 £45,000 -5.26% 551
South West -4 908 £45,000 +28.57% 638
East of England -4 725 £42,500 +21.43% 539
West Midlands -8 721 £42,500 -4.00% 531
East Midlands -8 580 £41,250 +17.86% 353
Yorkshire -8 574 £42,500 +28.79% 388
North East 0 298 £48,000 +26.32% 180
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
1 517 (5.85%) SharePoint
2 401 (4.53%) Microsoft Exchange
3 110 (1.24%) Confluence
4 60 (0.68%) IIS
5 48 (0.54%) Apache
6 45 (0.51%) CMS
7 41 (0.46%) Apache Spark
8 36 (0.41%) Apache Airflow
9 35 (0.40%) WordPress
10 17 (0.19%) SAS
11 14 (0.16%) Oracle Workflow
12 11 (0.12%) WebLogic
12 11 (0.12%) WebSphere
13 10 (0.11%) nginx
14 9 (0.10%) Jupyter
14 9 (0.10%) Oracle SOA Suite
14 9 (0.10%) Palantir Foundry
15 7 (0.079%) Exchange Server 2013
15 7 (0.079%) OpenEdge
15 7 (0.079%) Tomcat
Applications
1 602 (6.81%) Microsoft Office
2 539 (6.09%) Microsoft Excel
3 109 (1.23%) Microsoft PowerPoint
4 55 (0.62%) Spreadsheet
5 50 (0.57%) MS Visio
6 45 (0.51%) AutoCAD
6 45 (0.51%) Microsoft Project
7 26 (0.29%) Simulink
8 25 (0.28%) Revit
9 16 (0.18%) Chatbot
10 15 (0.17%) SOLIDWORKS
11 10 (0.11%) Autodesk Flame
11 10 (0.11%) Baselight
12 9 (0.10%) EPLAN
12 9 (0.10%) Navisworks
13 8 (0.090%) Adobe Creative Suite
13 8 (0.090%) Fusion 360
13 8 (0.090%) Trello
14 6 (0.068%) Adobe Illustrator
15 5 (0.057%) Siemens NX
Business Applications
1 93 (1.05%) Dynamics CRM
2 85 (0.96%) SAP S/4HANA
3 80 (0.90%) NetSuite
4 35 (0.40%) Oracle EBS
5 33 (0.37%) Shopify
6 19 (0.21%) Oracle Payables
7 18 (0.20%) Dynamics AX
8 16 (0.18%) Magento
9 14 (0.16%) IBM Planning Analytics
9 14 (0.16%) SAP Business One
10 13 (0.15%) Dynamics NAV
10 13 (0.15%) Elite 3E
10 13 (0.15%) Oracle Cash Management
10 13 (0.15%) Salesforce CRM
11 12 (0.14%) Oracle Subledger Accounting
12 11 (0.12%) Oracle ERP
12 11 (0.12%) SAP ERP
12 11 (0.12%) Workday HCM
13 10 (0.11%) JDE EnterpriseOne
13 10 (0.11%) Oracle Applications
Cloud Services
1 1,744 (19.72%) Azure
2 1,386 (15.67%) Microsoft 365
3 1,043 (11.79%) AWS
4 752 (8.50%) Power Platform
5 427 (4.83%) Entra ID
6 380 (4.30%) SaaS
7 347 (3.92%) GCP
8 223 (2.52%) Azure DevOps
9 212 (2.40%) GitHub
10 194 (2.19%) Power Automate
11 193 (2.18%) Dynamics 365
12 188 (2.13%) Serverless
13 164 (1.85%) PowerApps
14 136 (1.54%) OneDrive
15 134 (1.52%) Microsoft Copilot
16 106 (1.20%) Amazon S3
17 98 (1.11%) GitHub Actions
18 90 (1.02%) AWS Lambda
19 86 (0.97%) Google Workspace
20 83 (0.94%) AWS CloudFormation
Communications & Networking
1 517 (5.85%) Firewall
2 487 (5.51%) DNS
3 412 (4.66%) DHCP
4 348 (3.93%) VPN
5 296 (3.35%) TCP/IP
6 228 (2.58%) Wi-Fi
7 200 (2.26%) WAN
8 198 (2.24%) LAN
9 194 (2.19%) Wireless
10 182 (2.06%) VLAN
11 157 (1.78%) Network Security
12 109 (1.23%) VoIP
13 88 (1.00%) Broadband
14 54 (0.61%) Internet
15 41 (0.46%) SAN
16 40 (0.45%) HTTP
17 36 (0.41%) SD-WAN
18 34 (0.38%) BGP
19 33 (0.37%) OSPF
19 33 (0.37%) SSL
Database & Business Intelligence
1 591 (6.68%) Power BI
2 424 (4.79%) SQL Server
3 151 (1.71%) Relational Database
4 147 (1.66%) Data Warehouse
5 141 (1.59%) MySQL
6 129 (1.46%) Amazon RDS
6 129 (1.46%) Tableau
7 116 (1.31%) PostgreSQL
8 102 (1.15%) NoSQL
9 94 (1.06%) SQL Server Reporting Services
10 82 (0.93%) SQL Server Integration Services
11 68 (0.77%) Big Data
12 65 (0.73%) Data Lake
13 62 (0.70%) MongoDB
14 61 (0.69%) Azure SQL Database
15 56 (0.63%) Power Query
16 54 (0.61%) Metadata
17 43 (0.49%) DynamoDB
18 41 (0.46%) Electronic Patient Records
19 37 (0.42%) Looker
Development Applications
1 378 (4.27%) Git
2 303 (3.43%) JIRA
3 142 (1.61%) Jenkins
4 101 (1.14%) GitLab
5 40 (0.45%) Eclipse
5 40 (0.45%) Selenium
6 39 (0.44%) Claude Code
7 35 (0.40%) JUnit
8 33 (0.37%) Subversion
9 31 (0.35%) Cucumber
10 24 (0.27%) Rational DOORS
11 23 (0.26%) Cypress.io
11 23 (0.26%) Postman
12 22 (0.25%) Oracle Forms
13 21 (0.24%) Bitbucket
14 20 (0.23%) SonarQube
15 16 (0.18%) TeamCity
16 15 (0.17%) Chocolatey
16 15 (0.17%) Visual Studio
17 14 (0.16%) MLflow
General
1 4,386 (49.59%) Social Skills
2 2,644 (29.90%) Analytical Skills
3 1,743 (19.71%) Finance
4 761 (8.60%) Manufacturing
5 631 (7.13%) Organisational Skills
6 535 (6.05%) Law
7 531 (6.00%) Inclusion and Diversity
8 467 (5.28%) Retail
9 379 (4.29%) Marketing
10 350 (3.96%) Public Sector
11 342 (3.87%) Legal
12 290 (3.28%) Banking
13 267 (3.02%) Electronics
14 255 (2.88%) Aerospace
15 206 (2.33%) Telecoms
16 191 (2.16%) Influencing Skills
17 165 (1.87%) Presentation Skills
18 122 (1.38%) Automotive
19 114 (1.29%) Documentation Skills
20 106 (1.20%) Advertising
Job Titles
1 1,139 (12.88%) Analyst
2 963 (10.89%) Senior
3 803 (9.08%) Developer
4 749 (8.47%) IT Support
5 602 (6.81%) Support Engineer
6 527 (5.96%) Lead
7 422 (4.77%) Consultant
8 409 (4.62%) IT Engineer
9 388 (4.39%) Support Analyst
10 317 (3.58%) Software Engineer
11 314 (3.55%) IT Support Engineer
12 289 (3.27%) Architect
13 274 (3.10%) Technical Support
14 263 (2.97%) Support Technician
15 250 (2.83%) Systems Engineer
16 234 (2.65%) IT Technician
17 228 (2.58%) Technical Engineer
18 209 (2.36%) Administrator
19 206 (2.33%) Technical Support Engineer
20 196 (2.22%) Data Engineer
Libraries, Frameworks & Software Standards
1 384 (4.34%) .NET
2 369 (4.17%) Terraform
3 307 (3.47%) React
4 281 (3.18%) REST
5 268 (3.03%) HTML
6 202 (2.28%) CSS
7 180 (2.04%) RESTful
8 143 (1.62%) Node.js
9 120 (1.36%) Spring
10 118 (1.33%) SOAP
11 106 (1.20%) JSON
11 106 (1.20%) Web Services
12 104 (1.18%) AngularJS
13 97 (1.10%) ASP.NET
14 94 (1.06%) Vue
15 93 (1.05%) XML
16 90 (1.02%) Kafka
17 87 (0.98%) Middleware
18 78 (0.88%) Spring Boot
19 69 (0.78%) OAuth
Miscellaneous
1 615 (6.95%) Driving Licence
2 611 (6.91%) Onboarding
3 466 (5.27%) Self-Motivation
4 380 (4.30%) Management Information System
5 317 (3.58%) Cloud Native
6 256 (2.89%) Product Ownership
7 192 (2.17%) Data Centre
8 169 (1.91%) Legacy Systems
9 163 (1.84%) Enterprise Software
10 140 (1.58%) Distributed Systems
11 118 (1.33%) Robotics
12 114 (1.29%) Analytical Mindset
12 114 (1.29%) Security Posture
13 112 (1.27%) Cyber Threat
14 111 (1.26%) AI Agents
15 110 (1.24%) Data Structures
16 107 (1.21%) NHS
17 94 (1.06%) IoT
18 92 (1.04%) Algorithms
19 85 (0.96%) Virtual Team
Operating Systems
1 1,343 (15.19%) Windows
2 562 (6.35%) Linux
3 555 (6.28%) Windows Server
4 163 (1.84%) Windows 10
5 117 (1.32%) Mac OS
6 105 (1.19%) Apple iOS
7 103 (1.16%) Windows Server 2016
8 95 (1.07%) Android
9 55 (0.62%) Unix
10 49 (0.55%) Windows Server 2019
11 33 (0.37%) VMS
12 31 (0.35%) Ubuntu
13 29 (0.33%) Red Hat Enterprise Linux
14 13 (0.15%) CentOS
14 13 (0.15%) Embedded Linux
15 11 (0.12%) Debian
15 11 (0.12%) Windows Server 2012
16 9 (0.10%) FreeRTOS
16 9 (0.10%) Rocky
17 8 (0.090%) Mac OS X
Processes & Methodologies
1 2,253 (25.47%) Continuous Improvement
2 1,401 (15.84%) Customer Service
3 1,397 (15.80%) Agile
4 1,147 (12.97%) AI
5 1,042 (11.78%) Decision-Making
6 1,033 (11.68%) Stakeholder Management
7 944 (10.67%) Mentoring
8 909 (10.28%) CI/CD
9 802 (9.07%) Analytics
10 791 (8.94%) Software Engineering
11 761 (8.60%) DevOps
12 720 (8.14%) Cybersecurity
13 717 (8.11%) Project Delivery
14 677 (7.65%) Roadmaps
15 669 (7.56%) ITIL
16 666 (7.53%) Business Intelligence
17 643 (7.27%) Project Management
18 625 (7.07%) Computer Science
19 612 (6.92%) Stakeholder Engagement
20 597 (6.75%) Collaborative Working
Programming Languages
1 1,349 (15.25%) SQL
2 1,182 (13.36%) Python
3 577 (6.52%) JavaScript
4 493 (5.57%) C#
5 441 (4.99%) Java
6 383 (4.33%) PowerShell
7 260 (2.94%) TypeScript
8 240 (2.71%) C++
9 170 (1.92%) Bash
10 99 (1.12%) C
11 84 (0.95%) PHP
12 76 (0.86%) T-SQL
13 74 (0.84%) Data Analysis Expressions
14 70 (0.79%) Go
15 49 (0.55%) PL/SQL
16 47 (0.53%) Perl
16 47 (0.53%) R
16 47 (0.53%) Shell Script
17 46 (0.52%) Ruby
17 46 (0.52%) Rust
Qualifications
1 1,569 (17.74%) Degree
2 825 (9.33%) Security Cleared
3 554 (6.26%) SC Cleared
4 321 (3.63%) Computer Science Degree
5 252 (2.85%) DBS Check
6 212 (2.40%) Microsoft Certification
7 191 (2.16%) DV Cleared
8 183 (2.07%) Azure Certification
9 173 (1.96%) HNC
10 159 (1.80%) HND
11 150 (1.70%) Master's Degree
12 148 (1.67%) BPSS Clearance
13 147 (1.66%) Cisco Certification
14 146 (1.65%) CISSP
15 102 (1.15%) PMI Certification
16 85 (0.96%) CISM
17 82 (0.93%) AWS Certification
18 80 (0.90%) CCNA
19 79 (0.89%) Chartered Engineer
19 79 (0.89%) PMP
Quality Assurance & Compliance
1 507 (5.73%) QA
2 445 (5.03%) Data Quality
3 372 (4.21%) GDPR
4 266 (3.01%) Accessibility
5 232 (2.62%) SLA
6 206 (2.33%) ISO/IEC 27001
7 192 (2.17%) Cyber Essentials
8 155 (1.75%) NIST
9 131 (1.48%) PCI DSS
10 63 (0.71%) PMO
11 53 (0.60%) Cyber Essentials PLUS
12 41 (0.46%) GRC
13 38 (0.43%) ISO 9001
14 28 (0.32%) NCSC
15 24 (0.27%) Actionable Recommendations
16 23 (0.26%) Sarbanes-Oxley
16 23 (0.26%) SOC 2
17 20 (0.23%) COBIT
18 18 (0.20%) DO-254
18 18 (0.20%) WCAG
System Software
1 891 (10.07%) Active Directory
2 356 (4.03%) Docker
3 282 (3.19%) Hyper-V
4 261 (2.95%) VMware Infrastructure
5 63 (0.71%) Terminal Server
6 61 (0.69%) Firmware
7 52 (0.59%) Virtual Desktop
8 49 (0.55%) Virtual Machines
9 37 (0.42%) vSphere
10 23 (0.26%) Embedded Firmware
11 20 (0.23%) VMware ESXi
12 10 (0.11%) KVM
12 10 (0.11%) Virtual Servers
13 9 (0.10%) GPFS
13 9 (0.10%) StorNext
14 6 (0.068%) IAG
14 6 (0.068%) VMware NSX
15 5 (0.057%) ClearTrust
15 5 (0.057%) Slurm Workload Manager
15 5 (0.057%) Squid
Systems Management
1 333 (3.77%) Kubernetes
2 296 (3.35%) Microsoft Intune
3 150 (1.70%) Ansible
4 94 (1.06%) Grafana
5 72 (0.81%) SCCM
6 69 (0.78%) Single Sign-On
7 48 (0.54%) Prometheus
8 28 (0.32%) Jamf Pro
9 24 (0.27%) FortiGate
10 23 (0.26%) BMC PATROL
11 19 (0.21%) Puppet
12 18 (0.20%) Argo
13 17 (0.19%) Nagios
14 15 (0.17%) Kibana
15 14 (0.16%) Functional Safety
16 12 (0.14%) logstash
17 11 (0.12%) Nmap
17 11 (0.12%) Progress Chef
17 11 (0.12%) Proxmox
17 11 (0.12%) vCenter Server
Vendors
1 2,607 (29.48%) Microsoft
2 385 (4.35%) VMware
3 291 (3.29%) SAP
4 266 (3.01%) Google
5 253 (2.86%) Oracle
6 180 (2.04%) ServiceNow
7 173 (1.96%) Salesforce
8 169 (1.91%) Cisco
9 136 (1.54%) Databricks
10 126 (1.42%) Veeam
11 119 (1.35%) Splunk
12 111 (1.26%) Sage
13 97 (1.10%) SolarWinds
14 83 (0.94%) Apple
15 72 (0.81%) Workday
16 71 (0.80%) Fortinet
16 71 (0.80%) Tanium
17 65 (0.73%) HubSpot
18 64 (0.72%) Nimble Storage
19 63 (0.71%) Brocade