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

6 months to
4 Oct 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 9,613 8,081 10,336
As % of all permanent jobs in England 9.24% 18.63% 15.58%
As % of the Processes & Methodologies category 12.57% 20.90% 18.90%
Number of salaries quoted 6,443 4,549 4,233
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
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 £83,750 £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 76,505 38,659 54,681
As % of all permanent jobs advertised in England 73.54% 89.11% 82.42%
Number of salaries quoted 53,771 21,904 29,620
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £42,750
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -2.44%
75th Percentile £80,000 £75,816 £78,750
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £59,000
% change year-on-year +9.09% -6.78% -1.67%

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 4 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 4 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 -6 2,376 £63,000 -3.08% 5,400
North of England -7 2,031 £45,000 - 2,004
South East -2 1,884 £41,585 +1.43% 2,081
Midlands -6 1,450 £42,500 +11.84% 1,395
North West -3 1,052 £45,625 -6.85% 969
South West -1 973 £45,000 +22.45% 1,017
East of England -1 815 £43,500 +33.85% 977
West Midlands -7 815 £42,500 - 829
East Midlands -7 633 £41,750 +28.46% 566
Yorkshire -7 612 £42,500 +26.87% 704
North East +6 376 £50,000 +49.25% 350
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
1 556 (5.78%) SharePoint
2 408 (4.24%) Microsoft Exchange
3 116 (1.21%) Confluence
4 64 (0.67%) IIS
5 53 (0.55%) Apache
6 52 (0.54%) CMS
7 50 (0.52%) Apache Spark
8 40 (0.42%) Apache Airflow
9 37 (0.38%) WordPress
10 18 (0.19%) Oracle Workflow
11 14 (0.15%) Jupyter
12 13 (0.14%) nginx
12 13 (0.14%) SAS
12 13 (0.14%) WebLogic
13 11 (0.11%) Oracle SOA Suite
13 11 (0.11%) WebSphere
14 9 (0.094%) Palantir Foundry
15 7 (0.073%) CICS
15 7 (0.073%) OpenEdge
16 6 (0.062%) Tomcat
Applications
1 675 (7.02%) Microsoft Office
2 617 (6.42%) Microsoft Excel
3 130 (1.35%) Microsoft PowerPoint
4 66 (0.69%) Spreadsheet
5 59 (0.61%) MS Visio
6 58 (0.60%) AutoCAD
7 51 (0.53%) Microsoft Project
8 32 (0.33%) Simulink
9 29 (0.30%) Revit
10 20 (0.21%) SOLIDWORKS
11 17 (0.18%) Chatbot
12 14 (0.15%) EPLAN
13 12 (0.12%) Navisworks
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 10 (0.10%) Adobe Creative Suite
15 10 (0.10%) OrCAD
16 8 (0.083%) Trello
17 6 (0.062%) Adobe Illustrator
17 6 (0.062%) Siemens NX
Business Applications
1 91 (0.95%) SAP S/4HANA
2 90 (0.94%) Dynamics CRM
3 84 (0.87%) NetSuite
4 40 (0.42%) Oracle EBS
5 35 (0.36%) Shopify
6 24 (0.25%) Oracle Payables
7 22 (0.23%) Dynamics AX
8 18 (0.19%) Workday HCM
9 17 (0.18%) Oracle Cash Management
10 16 (0.17%) Oracle Subledger Accounting
11 14 (0.15%) Salesforce CRM
12 13 (0.14%) Dynamics NAV
12 13 (0.14%) IBM Planning Analytics
12 13 (0.14%) Payment Gateway
12 13 (0.14%) SAP Business One
13 12 (0.12%) Elite 3E
13 12 (0.12%) Magento
13 12 (0.12%) Oracle Applications
14 11 (0.11%) iTrent
14 11 (0.11%) SAP ERP
Cloud Services
1 1,794 (18.66%) Azure
2 1,470 (15.29%) Microsoft 365
3 1,063 (11.06%) AWS
4 795 (8.27%) Power Platform
5 478 (4.97%) Entra ID
6 418 (4.35%) SaaS
7 350 (3.64%) GCP
8 244 (2.54%) Azure DevOps
9 229 (2.38%) GitHub
10 204 (2.12%) Power Automate
11 189 (1.97%) Dynamics 365
12 183 (1.90%) Serverless
13 166 (1.73%) PowerApps
14 160 (1.66%) OneDrive
15 158 (1.64%) Microsoft Copilot
16 116 (1.21%) Amazon S3
17 109 (1.13%) GitHub Actions
18 105 (1.09%) Google Workspace
19 92 (0.96%) AWS CloudFormation
20 88 (0.92%) AWS Lambda
Communications & Networking
1 536 (5.58%) Firewall
2 520 (5.41%) DNS
3 427 (4.44%) DHCP
4 371 (3.86%) VPN
5 305 (3.17%) TCP/IP
6 250 (2.60%) Wi-Fi
7 207 (2.15%) LAN
8 206 (2.14%) WAN
9 205 (2.13%) Wireless
10 187 (1.95%) VLAN
11 171 (1.78%) Network Security
12 108 (1.12%) VoIP
13 66 (0.69%) Internet
14 61 (0.63%) Broadband
15 40 (0.42%) SAN
16 39 (0.41%) BGP
17 37 (0.38%) HTTP
18 35 (0.36%) SD-WAN
18 35 (0.36%) SSL
19 32 (0.33%) OSPF
Database & Business Intelligence
1 611 (6.36%) Power BI
2 431 (4.48%) SQL Server
3 169 (1.76%) Relational Database
4 149 (1.55%) Data Warehouse
5 142 (1.48%) MySQL
6 134 (1.39%) Amazon RDS
7 130 (1.35%) PostgreSQL
8 113 (1.18%) Tableau
9 101 (1.05%) NoSQL
10 84 (0.87%) SQL Server Reporting Services
11 72 (0.75%) Big Data
11 72 (0.75%) SQL Server Integration Services
12 71 (0.74%) Azure SQL Database
13 70 (0.73%) Data Lake
14 66 (0.69%) Metadata
15 65 (0.68%) MongoDB
16 58 (0.60%) Power Query
17 42 (0.44%) DynamoDB
18 40 (0.42%) Electronic Patient Records
19 38 (0.40%) Oracle Reports
Development Applications
1 391 (4.07%) Git
2 327 (3.40%) JIRA
3 153 (1.59%) Jenkins
4 124 (1.29%) GitLab
5 46 (0.48%) Claude Code
6 43 (0.45%) Selenium
7 42 (0.44%) Eclipse
8 35 (0.36%) JUnit
8 35 (0.36%) Subversion
9 30 (0.31%) Cucumber
10 27 (0.28%) Cypress.io
10 27 (0.28%) Oracle Forms
11 25 (0.26%) Postman
11 25 (0.26%) TeamCity
12 22 (0.23%) Bitbucket
12 22 (0.23%) Rational DOORS
13 19 (0.20%) LabVIEW
14 16 (0.17%) SonarQube
15 15 (0.16%) Maven
15 15 (0.16%) MLflow
General
1 4,846 (50.41%) Social Skills
2 2,809 (29.22%) Analytical Skills
3 1,909 (19.86%) Finance
4 966 (10.05%) Manufacturing
5 778 (8.09%) Organisational Skills
6 561 (5.84%) Retail
7 555 (5.77%) Inclusion and Diversity
8 532 (5.53%) Law
9 405 (4.21%) Marketing
10 404 (4.20%) Public Sector
11 377 (3.92%) Legal
12 339 (3.53%) Electronics
13 303 (3.15%) Aerospace
14 297 (3.09%) Banking
15 242 (2.52%) Telecoms
16 199 (2.07%) Influencing Skills
17 189 (1.97%) Presentation Skills
18 158 (1.64%) Automotive
19 144 (1.50%) Documentation Skills
20 111 (1.15%) Advertising
Job Titles
1 1,228 (12.77%) Analyst
2 1,040 (10.82%) Senior
3 819 (8.52%) Developer
4 793 (8.25%) IT Support
5 618 (6.43%) Support Engineer
6 532 (5.53%) Lead
7 441 (4.59%) Consultant
8 423 (4.40%) Support Analyst
9 418 (4.35%) IT Engineer
10 323 (3.36%) IT Support Engineer
11 319 (3.32%) Software Engineer
12 288 (3.00%) Technical Support
13 273 (2.84%) Support Technician
14 271 (2.82%) Architect
15 251 (2.61%) IT Technician
16 237 (2.47%) Technical Engineer
17 235 (2.44%) Systems Engineer
18 226 (2.35%) Administrator
19 212 (2.21%) Technical Support Engineer
20 211 (2.19%) Business Analyst
Libraries, Frameworks & Software Standards
1 409 (4.25%) .NET
2 391 (4.07%) Terraform
3 314 (3.27%) React
4 297 (3.09%) REST
5 258 (2.68%) HTML
6 194 (2.02%) CSS
7 180 (1.87%) RESTful
8 153 (1.59%) Node.js
9 124 (1.29%) Spring
10 114 (1.19%) Web Services
11 110 (1.14%) SOAP
12 104 (1.08%) AngularJS
13 101 (1.05%) ASP.NET
14 99 (1.03%) Kafka
15 98 (1.02%) JSON
16 91 (0.95%) XML
17 86 (0.89%) Middleware
18 85 (0.88%) Vue
19 84 (0.87%) Spring Boot
20 64 (0.67%) LangChain
Miscellaneous
1 733 (7.63%) Driving Licence
2 685 (7.13%) Onboarding
3 506 (5.26%) Self-Motivation
4 439 (4.57%) Management Information System
5 348 (3.62%) Cloud Native
6 247 (2.57%) Product Ownership
7 196 (2.04%) Enterprise Software
8 185 (1.92%) Data Centre
9 167 (1.74%) Legacy Systems
10 150 (1.56%) Robotics
11 136 (1.41%) Distributed Systems
12 126 (1.31%) Security Posture
13 125 (1.30%) AI Agents
14 121 (1.26%) Cyber Threat
15 117 (1.22%) Analytical Mindset
16 111 (1.15%) NHS
17 109 (1.13%) Data Structures
18 99 (1.03%) Algorithms
18 99 (1.03%) IoT
19 88 (0.92%) Mobile App
Operating Systems
1 1,416 (14.73%) Windows
2 585 (6.09%) Windows Server
3 549 (5.71%) Linux
4 164 (1.71%) Windows 10
5 124 (1.29%) Mac OS
6 105 (1.09%) Apple iOS
7 98 (1.02%) Windows Server 2016
8 97 (1.01%) Android
9 52 (0.54%) Unix
10 48 (0.50%) Windows Server 2019
11 29 (0.30%) Ubuntu
11 29 (0.30%) VMS
12 26 (0.27%) Red Hat Enterprise Linux
13 15 (0.16%) Embedded Linux
14 10 (0.10%) FreeRTOS
15 9 (0.094%) Debian
15 9 (0.094%) Rocky
16 7 (0.073%) CentOS
16 7 (0.073%) Windows Server 2012
17 5 (0.052%) OpenVMS
Processes & Methodologies
1 2,529 (26.31%) Continuous Improvement
2 1,573 (16.36%) Customer Service
3 1,488 (15.48%) Agile
4 1,241 (12.91%) AI
5 1,212 (12.61%) Stakeholder Management
6 1,098 (11.42%) Decision-Making
7 992 (10.32%) Mentoring
8 971 (10.10%) CI/CD
9 847 (8.81%) Analytics
10 806 (8.38%) DevOps
10 806 (8.38%) Project Delivery
11 805 (8.37%) Software Engineering
12 778 (8.09%) Cybersecurity
13 697 (7.25%) Project Management
14 689 (7.17%) Business Intelligence
15 676 (7.03%) Stakeholder Engagement
16 674 (7.01%) Collaborative Working
17 663 (6.90%) ITIL
18 657 (6.83%) Roadmaps
19 645 (6.71%) Computer Science
Programming Languages
1 1,400 (14.56%) SQL
2 1,213 (12.62%) Python
3 576 (5.99%) JavaScript
4 512 (5.33%) C#
5 453 (4.71%) Java
6 392 (4.08%) PowerShell
7 279 (2.90%) TypeScript
8 252 (2.62%) C++
9 176 (1.83%) Bash
10 107 (1.11%) C
11 79 (0.82%) PHP
12 77 (0.80%) Go
13 75 (0.78%) T-SQL
14 71 (0.74%) Data Analysis Expressions
15 56 (0.58%) PL/SQL
16 55 (0.57%) R
17 51 (0.53%) Ruby
18 48 (0.50%) Rust
19 47 (0.49%) Shell Script
20 46 (0.48%) Perl
Qualifications
1 1,677 (17.45%) Degree
2 899 (9.35%) Security Cleared
3 607 (6.31%) SC Cleared
4 339 (3.53%) Computer Science Degree
5 283 (2.94%) DBS Check
6 248 (2.58%) HNC
7 229 (2.38%) Microsoft Certification
8 213 (2.22%) HND
9 204 (2.12%) DV Cleared
10 188 (1.96%) Azure Certification
11 161 (1.67%) BPSS Clearance
12 150 (1.56%) Master's Degree
13 146 (1.52%) Cisco Certification
13 146 (1.52%) CISSP
14 98 (1.02%) PMI Certification
15 89 (0.93%) AWS Certification
16 88 (0.92%) Chartered Engineer
17 87 (0.91%) ACCA
18 85 (0.88%) CISM
18 85 (0.88%) NVQ Level 3
Quality Assurance & Compliance
1 519 (5.40%) QA
2 470 (4.89%) Data Quality
3 376 (3.91%) GDPR
4 268 (2.79%) Accessibility
5 238 (2.48%) SLA
6 222 (2.31%) ISO/IEC 27001
7 191 (1.99%) Cyber Essentials
8 151 (1.57%) NIST
9 137 (1.43%) PCI DSS
10 72 (0.75%) PMO
11 53 (0.55%) ISO 9001
12 49 (0.51%) Cyber Essentials PLUS
13 46 (0.48%) GRC
14 31 (0.32%) NCSC
15 29 (0.30%) Actionable Recommendations
16 24 (0.25%) SOC 2
17 22 (0.23%) DO-254
17 22 (0.23%) Sarbanes-Oxley
18 20 (0.21%) GMP
18 20 (0.21%) Good Clinical Practice
System Software
1 930 (9.67%) Active Directory
2 378 (3.93%) Docker
3 290 (3.02%) Hyper-V
4 252 (2.62%) VMware Infrastructure
5 72 (0.75%) Firmware
6 63 (0.66%) Terminal Server
7 52 (0.54%) Virtual Desktop
8 51 (0.53%) Virtual Machines
9 33 (0.34%) vSphere
10 28 (0.29%) Embedded Firmware
11 19 (0.20%) VMware ESXi
12 17 (0.18%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.094%) KVM
15 7 (0.073%) IAG
16 6 (0.062%) VMware NSX
17 5 (0.052%) ClearTrust
17 5 (0.052%) Squid
18 4 (0.042%) XenApp
Systems Management
1 374 (3.89%) Kubernetes
2 321 (3.34%) Microsoft Intune
3 144 (1.50%) Ansible
4 101 (1.05%) Grafana
5 74 (0.77%) Single Sign-On
6 68 (0.71%) SCCM
7 58 (0.60%) Prometheus
8 50 (0.52%) BMC PATROL
9 31 (0.32%) Jamf Pro
10 26 (0.27%) FortiGate
11 21 (0.22%) Argo
12 18 (0.19%) Nagios
13 17 (0.18%) Functional Safety
14 15 (0.16%) Puppet
15 14 (0.15%) Kibana
15 14 (0.15%) Progress Chef
16 12 (0.12%) Nmap
17 11 (0.11%) Autotask
18 10 (0.10%) Failover Clustering
18 10 (0.10%) logstash
Vendors
1 2,859 (29.74%) Microsoft
2 379 (3.94%) VMware
3 326 (3.39%) SAP
4 299 (3.11%) Google
5 276 (2.87%) Oracle
6 189 (1.97%) ServiceNow
7 187 (1.95%) Salesforce
8 173 (1.80%) Cisco
9 139 (1.45%) Databricks
9 139 (1.45%) Veeam
10 124 (1.29%) Splunk
11 114 (1.19%) Sage
12 100 (1.04%) Workday
13 94 (0.98%) SolarWinds
14 88 (0.92%) Apple
15 82 (0.85%) Fortinet
16 71 (0.74%) Tanium
17 69 (0.72%) HubSpot
18 67 (0.70%) Siemens
19 64 (0.67%) Brocade