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

6 months to
17 Sep 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 9,089 8,217 10,423
As % of all permanent jobs in England 8.97% 19.04% 15.17%
As % of the Processes & Methodologies category 12.22% 21.44% 18.59%
Number of salaries quoted 6,166 4,617 4,520
10th Percentile £27,750 £26,250 £27,500
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 £71,222
90th Percentile £85,000 £86,250 £85,000
UK median annual salary £47,000 £46,000 £52,500
% change year-on-year +2.17% -12.38% -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 74,372 38,333 56,057
As % of all permanent jobs advertised in England 73.37% 88.82% 81.58%
Number of salaries quoted 52,671 22,038 32,065
10th Percentile £31,250 £28,500 £32,000
25th Percentile £42,500 £37,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -7.26%
75th Percentile £80,000 £76,250 £77,500
90th Percentile £100,000 £97,500 £96,250
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 17 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 17 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 -6 2,333 £65,000 - 5,556
North of England -9 1,886 £45,000 +5.88% 1,577
South East -4 1,755 £42,500 - 1,718
Midlands -7 1,348 £42,500 +11.84% 1,202
North West -5 981 £45,000 -6.64% 860
South West -4 937 £45,000 +25.00% 820
East of England -2 750 £42,500 +25.74% 813
West Midlands -8 747 £42,500 -5.56% 727
East Midlands -8 599 £41,250 +17.86% 474
Yorkshire -8 590 £42,500 +26.87% 511
North East 0 315 £48,000 +37.14% 224
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
1 533 (5.86%) SharePoint
2 406 (4.47%) Microsoft Exchange
3 114 (1.25%) Confluence
4 62 (0.68%) IIS
5 48 (0.53%) Apache
6 45 (0.50%) CMS
7 42 (0.46%) Apache Spark
8 36 (0.40%) Apache Airflow
8 36 (0.40%) WordPress
9 18 (0.20%) Oracle Workflow
10 16 (0.18%) SAS
11 12 (0.13%) WebLogic
12 11 (0.12%) nginx
12 11 (0.12%) WebSphere
13 10 (0.11%) Oracle SOA Suite
14 9 (0.099%) Jupyter
14 9 (0.099%) Palantir Foundry
15 7 (0.077%) Exchange Server 2013
15 7 (0.077%) OpenEdge
15 7 (0.077%) Tomcat
Applications
1 628 (6.91%) Microsoft Office
2 563 (6.19%) Microsoft Excel
3 111 (1.22%) Microsoft PowerPoint
4 59 (0.65%) Spreadsheet
5 52 (0.57%) MS Visio
6 47 (0.52%) AutoCAD
6 47 (0.52%) Microsoft Project
7 29 (0.32%) Simulink
8 25 (0.28%) Revit
9 17 (0.19%) Chatbot
10 16 (0.18%) SOLIDWORKS
11 11 (0.12%) Autodesk Flame
11 11 (0.12%) Baselight
12 10 (0.11%) EPLAN
13 9 (0.099%) Navisworks
14 8 (0.088%) Adobe Creative Suite
14 8 (0.088%) Fusion 360
14 8 (0.088%) Trello
15 6 (0.066%) Adobe Illustrator
15 6 (0.066%) Siemens NX
Business Applications
1 94 (1.03%) Dynamics CRM
2 88 (0.97%) SAP S/4HANA
3 82 (0.90%) NetSuite
4 39 (0.43%) Oracle EBS
5 33 (0.36%) Shopify
6 23 (0.25%) Oracle Payables
7 19 (0.21%) Dynamics AX
8 16 (0.18%) Oracle Cash Management
9 15 (0.17%) Magento
9 15 (0.17%) Oracle Subledger Accounting
10 14 (0.15%) SAP Business One
11 13 (0.14%) Dynamics NAV
11 13 (0.14%) Elite 3E
11 13 (0.14%) IBM Planning Analytics
11 13 (0.14%) Workday HCM
12 12 (0.13%) Payment Gateway
12 12 (0.13%) Salesforce CRM
13 11 (0.12%) Oracle Applications
13 11 (0.12%) Oracle ERP
13 11 (0.12%) SAP ERP
Cloud Services
1 1,764 (19.41%) Azure
2 1,419 (15.61%) Microsoft 365
3 1,049 (11.54%) AWS
4 784 (8.63%) Power Platform
5 440 (4.84%) Entra ID
6 398 (4.38%) SaaS
7 346 (3.81%) GCP
8 229 (2.52%) Azure DevOps
9 217 (2.39%) GitHub
10 203 (2.23%) Power Automate
11 199 (2.19%) Dynamics 365
12 194 (2.13%) Serverless
13 169 (1.86%) PowerApps
14 143 (1.57%) OneDrive
15 139 (1.53%) Microsoft Copilot
16 110 (1.21%) Amazon S3
17 99 (1.09%) GitHub Actions
18 91 (1.00%) AWS Lambda
19 88 (0.97%) Google Workspace
20 87 (0.96%) AWS CloudFormation
Communications & Networking
1 523 (5.75%) Firewall
2 498 (5.48%) DNS
3 417 (4.59%) DHCP
4 352 (3.87%) VPN
5 294 (3.23%) TCP/IP
6 235 (2.59%) Wi-Fi
7 199 (2.19%) WAN
8 196 (2.16%) Wireless
9 195 (2.15%) LAN
10 182 (2.00%) VLAN
11 160 (1.76%) Network Security
12 108 (1.19%) VoIP
13 71 (0.78%) Broadband
14 60 (0.66%) Internet
15 44 (0.48%) SAN
16 39 (0.43%) HTTP
17 37 (0.41%) SD-WAN
18 35 (0.39%) BGP
19 34 (0.37%) SSL
20 33 (0.36%) OSPF
Database & Business Intelligence
1 617 (6.79%) Power BI
2 431 (4.74%) SQL Server
3 156 (1.72%) Relational Database
4 149 (1.64%) Data Warehouse
5 143 (1.57%) MySQL
6 132 (1.45%) Tableau
7 131 (1.44%) Amazon RDS
8 120 (1.32%) PostgreSQL
9 104 (1.14%) NoSQL
10 92 (1.01%) SQL Server Reporting Services
11 81 (0.89%) SQL Server Integration Services
12 67 (0.74%) Azure SQL Database
12 67 (0.74%) Big Data
13 65 (0.72%) Data Lake
14 63 (0.69%) MongoDB
15 59 (0.65%) Power Query
16 56 (0.62%) Metadata
17 43 (0.47%) DynamoDB
18 40 (0.44%) Electronic Patient Records
19 36 (0.40%) Looker
Development Applications
1 383 (4.21%) Git
2 320 (3.52%) JIRA
3 144 (1.58%) Jenkins
4 106 (1.17%) GitLab
5 42 (0.46%) Claude Code
5 42 (0.46%) Selenium
6 41 (0.45%) Eclipse
7 35 (0.39%) JUnit
8 34 (0.37%) Subversion
9 31 (0.34%) Cucumber
10 25 (0.28%) Oracle Forms
10 25 (0.28%) Postman
11 24 (0.26%) Cypress.io
12 23 (0.25%) Rational DOORS
13 22 (0.24%) Bitbucket
14 20 (0.22%) SonarQube
15 18 (0.20%) TeamCity
16 16 (0.18%) Chocolatey
17 14 (0.15%) MLflow
17 14 (0.15%) Visual Studio
General
1 4,550 (50.06%) Social Skills
2 2,705 (29.76%) Analytical Skills
3 1,805 (19.86%) Finance
4 807 (8.88%) Manufacturing
5 675 (7.43%) Organisational Skills
6 550 (6.05%) Law
7 541 (5.95%) Inclusion and Diversity
8 488 (5.37%) Retail
9 390 (4.29%) Marketing
10 365 (4.02%) Public Sector
11 355 (3.91%) Legal
12 301 (3.31%) Banking
13 282 (3.10%) Electronics
14 268 (2.95%) Aerospace
15 223 (2.45%) Telecoms
16 195 (2.15%) Influencing Skills
17 172 (1.89%) Presentation Skills
18 134 (1.47%) Automotive
19 117 (1.29%) Documentation Skills
20 108 (1.19%) Advertising
Job Titles
1 1,178 (12.96%) Analyst
2 982 (10.80%) Senior
3 811 (8.92%) Developer
4 761 (8.37%) IT Support
5 602 (6.62%) Support Engineer
6 529 (5.82%) Lead
7 428 (4.71%) Consultant
8 413 (4.54%) IT Engineer
9 402 (4.42%) Support Analyst
10 321 (3.53%) Software Engineer
11 316 (3.48%) IT Support Engineer
12 290 (3.19%) Architect
13 274 (3.01%) Technical Support
14 266 (2.93%) Support Technician
15 253 (2.78%) Systems Engineer
16 241 (2.65%) IT Technician
17 227 (2.50%) Technical Engineer
18 214 (2.35%) Administrator
19 203 (2.23%) Technical Support Engineer
20 202 (2.22%) Data Engineer
Libraries, Frameworks & Software Standards
1 394 (4.33%) .NET
2 379 (4.17%) Terraform
3 310 (3.41%) React
4 292 (3.21%) REST
5 274 (3.01%) HTML
6 207 (2.28%) CSS
7 185 (2.04%) RESTful
8 144 (1.58%) Node.js
9 120 (1.32%) SOAP
9 120 (1.32%) Spring
10 111 (1.22%) Web Services
11 108 (1.19%) AngularJS
12 107 (1.18%) JSON
13 99 (1.09%) XML
14 97 (1.07%) ASP.NET
15 94 (1.03%) Vue
16 91 (1.00%) Kafka
16 91 (1.00%) Middleware
17 78 (0.86%) Spring Boot
18 70 (0.77%) OAuth
Miscellaneous
1 635 (6.99%) Onboarding
2 634 (6.98%) Driving Licence
3 471 (5.18%) Self-Motivation
4 399 (4.39%) Management Information System
5 328 (3.61%) Cloud Native
6 261 (2.87%) Product Ownership
7 196 (2.16%) Data Centre
8 175 (1.93%) Enterprise Software
9 164 (1.80%) Legacy Systems
10 137 (1.51%) Distributed Systems
11 124 (1.36%) Robotics
12 118 (1.30%) Cyber Threat
13 116 (1.28%) AI Agents
13 116 (1.28%) Security Posture
14 114 (1.25%) Analytical Mindset
15 113 (1.24%) Data Structures
16 108 (1.19%) NHS
17 97 (1.07%) IoT
18 96 (1.06%) Algorithms
19 86 (0.95%) Public Cloud
Operating Systems
1 1,369 (15.06%) Windows
2 564 (6.21%) Linux
3 559 (6.15%) Windows Server
4 164 (1.80%) Windows 10
5 120 (1.32%) Mac OS
6 109 (1.20%) Apple iOS
7 100 (1.10%) Windows Server 2016
8 98 (1.08%) Android
9 57 (0.63%) Unix
10 48 (0.53%) Windows Server 2019
11 32 (0.35%) Ubuntu
11 32 (0.35%) VMS
12 29 (0.32%) Red Hat Enterprise Linux
13 14 (0.15%) Embedded Linux
14 11 (0.12%) CentOS
14 11 (0.12%) Windows Server 2012
15 10 (0.11%) Debian
15 10 (0.11%) FreeRTOS
16 9 (0.099%) Rocky
17 8 (0.088%) Mac OS X
Processes & Methodologies
1 2,307 (25.38%) Continuous Improvement
2 1,454 (16.00%) Customer Service
3 1,432 (15.76%) Agile
4 1,175 (12.93%) AI
5 1,078 (11.86%) Stakeholder Management
6 1,053 (11.59%) Decision-Making
7 964 (10.61%) Mentoring
8 922 (10.14%) CI/CD
9 826 (9.09%) Analytics
10 801 (8.81%) Software Engineering
11 781 (8.59%) DevOps
12 750 (8.25%) Project Delivery
13 731 (8.04%) Cybersecurity
14 691 (7.60%) Business Intelligence
15 678 (7.46%) ITIL
16 671 (7.38%) Roadmaps
17 667 (7.34%) Project Management
18 639 (7.03%) Computer Science
18 639 (7.03%) Stakeholder Engagement
19 620 (6.82%) Collaborative Working
Programming Languages
1 1,389 (15.28%) SQL
2 1,194 (13.14%) Python
3 590 (6.49%) JavaScript
4 502 (5.52%) C#
5 443 (4.87%) Java
6 390 (4.29%) PowerShell
7 265 (2.92%) TypeScript
8 248 (2.73%) C++
9 174 (1.91%) Bash
10 102 (1.12%) C
11 82 (0.90%) PHP
12 80 (0.88%) T-SQL
13 78 (0.86%) Data Analysis Expressions
14 72 (0.79%) Go
15 57 (0.63%) PL/SQL
16 48 (0.53%) R
17 47 (0.52%) Rust
17 47 (0.52%) Shell Script
18 45 (0.50%) Perl
18 45 (0.50%) Ruby
Qualifications
1 1,609 (17.70%) Degree
2 849 (9.34%) Security Cleared
3 571 (6.28%) SC Cleared
4 329 (3.62%) Computer Science Degree
5 259 (2.85%) DBS Check
6 218 (2.40%) Microsoft Certification
7 197 (2.17%) DV Cleared
8 188 (2.07%) HNC
9 185 (2.04%) Azure Certification
10 172 (1.89%) HND
11 155 (1.71%) BPSS Clearance
12 152 (1.67%) Master's Degree
13 146 (1.61%) CISSP
14 145 (1.60%) Cisco Certification
15 104 (1.14%) PMI Certification
16 84 (0.92%) CISM
17 83 (0.91%) Chartered Engineer
18 82 (0.90%) AWS Certification
19 81 (0.89%) PMP
20 79 (0.87%) A+ Certification
Quality Assurance & Compliance
1 514 (5.66%) QA
2 458 (5.04%) Data Quality
3 369 (4.06%) GDPR
4 265 (2.92%) Accessibility
5 236 (2.60%) SLA
6 212 (2.33%) ISO/IEC 27001
7 191 (2.10%) Cyber Essentials
8 155 (1.71%) NIST
9 133 (1.46%) PCI DSS
10 67 (0.74%) PMO
11 51 (0.56%) Cyber Essentials PLUS
12 42 (0.46%) GRC
12 42 (0.46%) ISO 9001
13 28 (0.31%) NCSC
14 25 (0.28%) Sarbanes-Oxley
15 24 (0.26%) Actionable Recommendations
16 23 (0.25%) SOC 2
17 20 (0.22%) COBIT
17 20 (0.22%) DO-254
18 19 (0.21%) Good Clinical Practice
System Software
1 907 (9.98%) Active Directory
2 365 (4.02%) Docker
3 279 (3.07%) Hyper-V
4 263 (2.89%) VMware Infrastructure
5 63 (0.69%) Firmware
5 63 (0.69%) Terminal Server
6 53 (0.58%) Virtual Desktop
7 49 (0.54%) Virtual Machines
8 37 (0.41%) vSphere
9 25 (0.28%) Embedded Firmware
10 21 (0.23%) VMware ESXi
11 11 (0.12%) Virtual Servers
12 10 (0.11%) GPFS
12 10 (0.11%) StorNext
13 9 (0.099%) KVM
14 7 (0.077%) IAG
15 6 (0.066%) VMware NSX
16 5 (0.055%) ClearTrust
16 5 (0.055%) Squid
17 4 (0.044%) Slurm Workload Manager
Systems Management
1 345 (3.80%) Kubernetes
2 301 (3.31%) Microsoft Intune
3 152 (1.67%) Ansible
4 89 (0.98%) Grafana
5 72 (0.79%) SCCM
6 71 (0.78%) Single Sign-On
7 50 (0.55%) Prometheus
8 27 (0.30%) Jamf Pro
9 26 (0.29%) BMC PATROL
10 24 (0.26%) FortiGate
11 22 (0.24%) Argo
12 18 (0.20%) Puppet
13 17 (0.19%) Nagios
14 15 (0.17%) Functional Safety
14 15 (0.17%) Kibana
15 12 (0.13%) logstash
15 12 (0.13%) Progress Chef
16 11 (0.12%) Nmap
16 11 (0.12%) Proxmox
17 10 (0.11%) Podman
Vendors
1 2,696 (29.66%) Microsoft
2 388 (4.27%) VMware
3 305 (3.36%) SAP
4 270 (2.97%) Google
5 266 (2.93%) Oracle
6 187 (2.06%) ServiceNow
7 174 (1.91%) Salesforce
8 171 (1.88%) Cisco
9 135 (1.49%) Databricks
10 129 (1.42%) Veeam
11 122 (1.34%) Splunk
12 116 (1.28%) Sage
13 98 (1.08%) SolarWinds
14 87 (0.96%) Apple
15 77 (0.85%) Workday
16 72 (0.79%) Fortinet
17 71 (0.78%) Tanium
18 66 (0.73%) HubSpot
19 64 (0.70%) Nimble Storage
20 63 (0.69%) Brocade