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

6 months to
5 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 9,598 8,048 10,329
As % of all permanent jobs in England 9.24% 18.58% 15.56%
As % of the Processes & Methodologies category 12.56% 20.86% 18.88%
Number of salaries quoted 6,426 4,534 4,221
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 £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 76,425 38,582 54,709
As % of all permanent jobs advertised in England 73.55% 89.09% 82.44%
Number of salaries quoted 53,653 21,807 29,545
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,875 £36,250 £42,881
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 £75,246 £78,750
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £59,430
% change year-on-year +9.09% -7.45% -0.95%

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 5 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 5 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 2,372 £63,500 -2.31% 5,287
North of England -7 2,028 £45,000 - 1,850
South East -2 1,884 £41,585 +1.43% 1,967
Midlands -6 1,444 £42,500 +11.84% 1,311
North West -3 1,048 £45,000 -8.12% 907
South West -2 972 £45,000 +23.29% 949
East of England -1 814 £42,750 +31.54% 950
West Midlands -6 814 £42,500 - 772
East Midlands -7 628 £41,500 +27.69% 539
Yorkshire -7 609 £42,500 +26.87% 657
North East +6 380 £50,000 +49.25% 304
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
1 559 (5.82%) SharePoint
2 408 (4.25%) Microsoft Exchange
3 116 (1.21%) Confluence
4 64 (0.67%) IIS
5 52 (0.54%) Apache
5 52 (0.54%) CMS
6 49 (0.51%) Apache Spark
7 40 (0.42%) Apache Airflow
8 37 (0.39%) WordPress
9 18 (0.19%) Oracle Workflow
10 14 (0.15%) Jupyter
11 13 (0.14%) nginx
11 13 (0.14%) SAS
11 13 (0.14%) WebLogic
12 11 (0.11%) Oracle SOA Suite
12 11 (0.11%) WebSphere
13 9 (0.094%) Palantir Foundry
14 7 (0.073%) CICS
14 7 (0.073%) OpenEdge
15 6 (0.063%) Tomcat
Applications
1 671 (6.99%) Microsoft Office
2 612 (6.38%) Microsoft Excel
3 130 (1.35%) Microsoft PowerPoint
4 66 (0.69%) Spreadsheet
5 59 (0.61%) AutoCAD
5 59 (0.61%) MS Visio
6 51 (0.53%) Microsoft Project
7 32 (0.33%) Simulink
8 30 (0.31%) Revit
9 20 (0.21%) SOLIDWORKS
10 17 (0.18%) Chatbot
11 14 (0.15%) EPLAN
12 13 (0.14%) Navisworks
13 11 (0.11%) Autodesk Flame
13 11 (0.11%) Baselight
14 10 (0.10%) Adobe Creative Suite
14 10 (0.10%) OrCAD
15 8 (0.083%) Trello
16 6 (0.063%) Lightworks
16 6 (0.063%) Siemens NX
Business Applications
1 90 (0.94%) Dynamics CRM
1 90 (0.94%) SAP S/4HANA
2 83 (0.86%) NetSuite
3 39 (0.41%) Oracle EBS
4 35 (0.36%) Shopify
5 23 (0.24%) Oracle Payables
6 22 (0.23%) Dynamics AX
7 18 (0.19%) Workday HCM
8 17 (0.18%) Oracle Cash Management
9 16 (0.17%) Oracle Subledger Accounting
10 15 (0.16%) Salesforce CRM
11 13 (0.14%) Dynamics NAV
11 13 (0.14%) Payment Gateway
11 13 (0.14%) SAP Business One
12 12 (0.13%) IBM Planning Analytics
12 12 (0.13%) Magento
12 12 (0.13%) Oracle Applications
13 11 (0.11%) Oracle ERP
13 11 (0.11%) Primavera
13 11 (0.11%) SAP ERP
Cloud Services
1 1,791 (18.66%) Azure
2 1,471 (15.33%) Microsoft 365
3 1,060 (11.04%) AWS
4 791 (8.24%) Power Platform
5 479 (4.99%) Entra ID
6 416 (4.33%) SaaS
7 350 (3.65%) GCP
8 241 (2.51%) Azure DevOps
9 226 (2.35%) GitHub
10 205 (2.14%) Power Automate
11 188 (1.96%) Dynamics 365
12 181 (1.89%) Serverless
13 168 (1.75%) PowerApps
14 161 (1.68%) OneDrive
15 159 (1.66%) Microsoft Copilot
16 115 (1.20%) Amazon S3
17 108 (1.13%) GitHub Actions
18 105 (1.09%) Google Workspace
19 92 (0.96%) AWS CloudFormation
20 87 (0.91%) AWS Lambda
Communications & Networking
1 536 (5.58%) Firewall
2 518 (5.40%) DNS
3 425 (4.43%) DHCP
4 371 (3.87%) VPN
5 306 (3.19%) TCP/IP
6 250 (2.60%) Wi-Fi
7 207 (2.16%) Wireless
8 206 (2.15%) LAN
9 205 (2.14%) WAN
10 188 (1.96%) VLAN
11 171 (1.78%) Network Security
12 108 (1.13%) VoIP
13 67 (0.70%) Internet
14 62 (0.65%) Broadband
15 39 (0.41%) BGP
15 39 (0.41%) SAN
16 37 (0.39%) HTTP
17 35 (0.36%) SD-WAN
17 35 (0.36%) SSL
18 32 (0.33%) OSPF
Database & Business Intelligence
1 605 (6.30%) Power BI
2 430 (4.48%) SQL Server
3 168 (1.75%) Relational Database
4 148 (1.54%) Data Warehouse
5 141 (1.47%) MySQL
6 134 (1.40%) Amazon RDS
7 130 (1.35%) PostgreSQL
8 113 (1.18%) Tableau
9 101 (1.05%) NoSQL
10 82 (0.85%) SQL Server Reporting Services
11 71 (0.74%) Azure SQL Database
11 71 (0.74%) Big Data
11 71 (0.74%) Data Lake
11 71 (0.74%) SQL Server Integration Services
12 66 (0.69%) Metadata
13 65 (0.68%) MongoDB
14 56 (0.58%) Power Query
15 41 (0.43%) DynamoDB
16 40 (0.42%) Electronic Patient Records
17 38 (0.40%) Oracle Reports
Development Applications
1 389 (4.05%) Git
2 325 (3.39%) 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 36 (0.38%) JUnit
9 34 (0.35%) Subversion
10 30 (0.31%) Cucumber
11 27 (0.28%) Cypress.io
11 27 (0.28%) Oracle Forms
12 25 (0.26%) Postman
12 25 (0.26%) TeamCity
13 22 (0.23%) Bitbucket
14 21 (0.22%) Rational DOORS
15 19 (0.20%) LabVIEW
16 16 (0.17%) SonarQube
17 15 (0.16%) MLflow
17 15 (0.16%) Visual Studio
General
1 4,838 (50.41%) Social Skills
2 2,801 (29.18%) Analytical Skills
3 1,906 (19.86%) Finance
4 969 (10.10%) Manufacturing
5 776 (8.09%) Organisational Skills
6 560 (5.83%) Retail
7 551 (5.74%) Inclusion and Diversity
8 528 (5.50%) Law
9 403 (4.20%) Public Sector
10 402 (4.19%) Marketing
11 374 (3.90%) Legal
12 339 (3.53%) Electronics
13 304 (3.17%) Aerospace
14 299 (3.12%) Banking
15 243 (2.53%) Telecoms
16 199 (2.07%) Influencing Skills
17 189 (1.97%) Presentation Skills
18 159 (1.66%) Automotive
19 145 (1.51%) Documentation Skills
20 111 (1.16%) Advertising
Job Titles
1 1,227 (12.78%) Analyst
2 1,036 (10.79%) Senior
3 816 (8.50%) Developer
4 794 (8.27%) IT Support
5 619 (6.45%) Support Engineer
6 531 (5.53%) Lead
7 443 (4.62%) Consultant
8 423 (4.41%) Support Analyst
9 415 (4.32%) IT Engineer
10 322 (3.35%) IT Support Engineer
11 318 (3.31%) Software Engineer
12 290 (3.02%) Technical Support
13 273 (2.84%) Support Technician
14 269 (2.80%) Architect
15 251 (2.62%) IT Technician
16 239 (2.49%) Technical Engineer
17 233 (2.43%) Systems Engineer
18 224 (2.33%) Administrator
19 214 (2.23%) Technical Support Engineer
20 211 (2.20%) Business Analyst
Libraries, Frameworks & Software Standards
1 407 (4.24%) .NET
2 389 (4.05%) Terraform
3 311 (3.24%) React
4 295 (3.07%) REST
5 257 (2.68%) HTML
6 192 (2.00%) CSS
7 179 (1.86%) RESTful
8 152 (1.58%) Node.js
9 124 (1.29%) Spring
10 113 (1.18%) Web Services
11 109 (1.14%) SOAP
12 104 (1.08%) AngularJS
13 101 (1.05%) ASP.NET
14 97 (1.01%) Kafka
15 96 (1.00%) JSON
16 90 (0.94%) XML
17 85 (0.89%) Middleware
17 85 (0.89%) Vue
18 84 (0.88%) Spring Boot
19 64 (0.67%) LangChain
Miscellaneous
1 735 (7.66%) Driving Licence
2 683 (7.12%) Onboarding
3 505 (5.26%) Self-Motivation
4 439 (4.57%) Management Information System
5 346 (3.60%) Cloud Native
6 246 (2.56%) Product Ownership
7 195 (2.03%) Enterprise Software
8 185 (1.93%) Data Centre
9 167 (1.74%) Legacy Systems
10 153 (1.59%) Robotics
11 135 (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 (1.16%) NHS
17 109 (1.14%) Data Structures
18 99 (1.03%) Algorithms
18 99 (1.03%) IoT
19 89 (0.93%) Mobile App
Operating Systems
1 1,412 (14.71%) Windows
2 582 (6.06%) Windows Server
3 547 (5.70%) Linux
4 164 (1.71%) Windows 10
5 124 (1.29%) Mac OS
6 103 (1.07%) 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
17 6 (0.063%) Windows Server 2012
18 5 (0.052%) OpenVMS
Processes & Methodologies
1 2,524 (26.30%) Continuous Improvement
2 1,570 (16.36%) Customer Service
3 1,484 (15.46%) Agile
4 1,237 (12.89%) AI
5 1,212 (12.63%) Stakeholder Management
6 1,099 (11.45%) Decision-Making
7 989 (10.30%) Mentoring
8 967 (10.08%) CI/CD
9 847 (8.82%) Analytics
10 804 (8.38%) Project Delivery
11 802 (8.36%) Software Engineering
12 801 (8.35%) DevOps
13 775 (8.07%) Cybersecurity
14 696 (7.25%) Project Management
15 683 (7.12%) Business Intelligence
16 674 (7.02%) Collaborative Working
17 673 (7.01%) Stakeholder Engagement
18 661 (6.89%) ITIL
19 654 (6.81%) Roadmaps
20 644 (6.71%) Computer Science
Programming Languages
1 1,395 (14.53%) SQL
2 1,209 (12.60%) Python
3 573 (5.97%) JavaScript
4 510 (5.31%) C#
5 454 (4.73%) Java
6 388 (4.04%) PowerShell
7 278 (2.90%) TypeScript
8 250 (2.60%) C++
9 175 (1.82%) Bash
10 107 (1.11%) C
11 78 (0.81%) PHP
12 76 (0.79%) Go
13 73 (0.76%) T-SQL
14 71 (0.74%) Data Analysis Expressions
15 56 (0.58%) PL/SQL
15 56 (0.58%) R
16 52 (0.54%) Ruby
17 48 (0.50%) Rust
18 47 (0.49%) Shell Script
19 46 (0.48%) Perl
Qualifications
1 1,676 (17.46%) Degree
2 899 (9.37%) Security Cleared
3 607 (6.32%) SC Cleared
4 339 (3.53%) Computer Science Degree
5 282 (2.94%) DBS Check
6 250 (2.60%) HNC
7 229 (2.39%) Microsoft Certification
8 215 (2.24%) HND
9 204 (2.13%) DV Cleared
10 188 (1.96%) Azure Certification
11 161 (1.68%) BPSS Clearance
12 150 (1.56%) Master's Degree
13 147 (1.53%) Cisco Certification
14 146 (1.52%) CISSP
15 97 (1.01%) PMI Certification
16 90 (0.94%) Chartered Engineer
17 89 (0.93%) AWS Certification
18 87 (0.91%) ACCA
19 85 (0.89%) NVQ Level 3
20 84 (0.88%) CISM
Quality Assurance & Compliance
1 520 (5.42%) QA
2 467 (4.87%) Data Quality
3 375 (3.91%) GDPR
4 268 (2.79%) Accessibility
5 236 (2.46%) SLA
6 222 (2.31%) ISO/IEC 27001
7 191 (1.99%) Cyber Essentials
8 149 (1.55%) NIST
9 136 (1.42%) 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 23 (0.24%) 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
1 926 (9.65%) Active Directory
2 375 (3.91%) Docker
3 290 (3.02%) Hyper-V
4 252 (2.63%) 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 (0.063%) VMware NSX
17 5 (0.052%) ClearTrust
17 5 (0.052%) Squid
18 4 (0.042%) XenApp
Systems Management
1 371 (3.87%) Kubernetes
2 321 (3.34%) Microsoft Intune
3 144 (1.50%) Ansible
4 100 (1.04%) Grafana
5 74 (0.77%) Single Sign-On
6 68 (0.71%) SCCM
7 57 (0.59%) 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 (0.13%) Nmap
17 11 (0.11%) Autotask
18 10 (0.10%) logstash
18 10 (0.10%) Proxmox
Vendors
1 2,858 (29.78%) Microsoft
2 379 (3.95%) VMware
3 325 (3.39%) SAP
4 299 (3.12%) Google
5 274 (2.85%) Oracle
6 188 (1.96%) ServiceNow
7 187 (1.95%) Salesforce
8 173 (1.80%) Cisco
9 139 (1.45%) Databricks
9 139 (1.45%) Veeam
10 123 (1.28%) Splunk
11 114 (1.19%) Sage
12 101 (1.05%) Workday
13 93 (0.97%) 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