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

6 months to
29 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 9,491 7,991 10,396
As % of all permanent jobs in England 9.16% 18.65% 15.53%
As % of the Processes & Methodologies category 12.46% 20.95% 18.88%
Number of salaries quoted 6,379 4,491 4,259
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £46,500 £45,000 £52,500
Median % change year-on-year +3.33% -14.29% -4.55%
75th Percentile £64,900 £65,000 £71,250
90th Percentile £83,750 £85,000 £85,000
UK median annual salary £46,500 £45,000 £52,500
% change year-on-year +3.33% -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 76,170 38,152 55,061
As % of all permanent jobs advertised in England 73.53% 89.06% 82.25%
Number of salaries quoted 53,672 21,624 29,977
10th Percentile £31,250 £28,500 £32,500
25th Percentile £42,215 £36,750 £42,500
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 £76,000 £78,000
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £58,000
% change year-on-year +9.09% -5.17% -3.33%

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 29 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 29 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 2,381 £65,000 - 4,254
North of England -8 1,990 £45,000 - 1,536
South East -3 1,850 £41,585 +1.43% 1,549
Midlands -7 1,424 £42,500 +11.84% 1,113
North West -3 1,032 £45,000 -7.64% 800
South West -2 969 £45,000 +25.00% 793
West Midlands -7 799 £42,500 -0.55% 672
East of England -1 796 £42,500 +30.77% 700
East Midlands -7 623 £42,000 +27.27% 441
Yorkshire -7 607 £42,500 +26.87% 525
North East +5 357 £50,000 +49.25% 226
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
1 558 (5.88%) SharePoint
2 409 (4.31%) Microsoft Exchange
3 117 (1.23%) Confluence
4 63 (0.66%) IIS
5 51 (0.54%) Apache
5 51 (0.54%) CMS
6 47 (0.50%) Apache Spark
7 37 (0.39%) Apache Airflow
7 37 (0.39%) WordPress
8 18 (0.19%) Oracle Workflow
9 13 (0.14%) SAS
9 13 (0.14%) WebLogic
10 12 (0.13%) Jupyter
10 12 (0.13%) nginx
11 11 (0.12%) Oracle SOA Suite
11 11 (0.12%) WebSphere
12 10 (0.11%) Palantir Foundry
13 7 (0.074%) OpenEdge
14 6 (0.063%) CICS
14 6 (0.063%) Ethereum
Applications
1 662 (6.98%) Microsoft Office
2 606 (6.38%) Microsoft Excel
3 127 (1.34%) Microsoft PowerPoint
4 63 (0.66%) Spreadsheet
5 59 (0.62%) MS Visio
6 56 (0.59%) AutoCAD
7 52 (0.55%) Microsoft Project
8 30 (0.32%) Simulink
9 28 (0.30%) Revit
10 18 (0.19%) SOLIDWORKS
11 17 (0.18%) Chatbot
12 13 (0.14%) EPLAN
13 11 (0.12%) Autodesk Flame
13 11 (0.12%) Baselight
13 11 (0.12%) Navisworks
14 9 (0.095%) Adobe Creative Suite
15 8 (0.084%) OrCAD
15 8 (0.084%) Trello
16 7 (0.074%) Fusion 360
17 6 (0.063%) Lightworks
Business Applications
1 91 (0.96%) SAP S/4HANA
2 89 (0.94%) Dynamics CRM
3 83 (0.87%) NetSuite
4 40 (0.42%) Oracle EBS
5 36 (0.38%) Shopify
6 23 (0.24%) Oracle Payables
7 21 (0.22%) Dynamics AX
8 17 (0.18%) Workday HCM
9 16 (0.17%) Oracle Cash Management
10 15 (0.16%) Oracle Subledger Accounting
11 14 (0.15%) Dynamics NAV
11 14 (0.15%) Salesforce CRM
12 13 (0.14%) Elite 3E
12 13 (0.14%) IBM Planning Analytics
12 13 (0.14%) Magento
12 13 (0.14%) Payment Gateway
12 13 (0.14%) SAP Business One
13 12 (0.13%) Oracle Applications
14 11 (0.12%) Oracle ERP
14 11 (0.12%) Primavera
Cloud Services
1 1,797 (18.93%) Azure
2 1,455 (15.33%) Microsoft 365
3 1,061 (11.18%) AWS
4 804 (8.47%) Power Platform
5 474 (4.99%) Entra ID
6 403 (4.25%) SaaS
7 350 (3.69%) GCP
8 244 (2.57%) Azure DevOps
9 227 (2.39%) GitHub
10 208 (2.19%) Power Automate
11 194 (2.04%) Dynamics 365
12 185 (1.95%) Serverless
13 169 (1.78%) PowerApps
14 157 (1.65%) OneDrive
15 154 (1.62%) Microsoft Copilot
16 115 (1.21%) Amazon S3
17 107 (1.13%) GitHub Actions
18 99 (1.04%) Google Workspace
19 89 (0.94%) AWS CloudFormation
19 89 (0.94%) AWS Lambda
Communications & Networking
1 532 (5.61%) Firewall
2 508 (5.35%) DNS
3 420 (4.43%) DHCP
4 359 (3.78%) VPN
5 299 (3.15%) TCP/IP
6 248 (2.61%) Wi-Fi
7 201 (2.12%) Wireless
8 200 (2.11%) LAN
9 199 (2.10%) WAN
10 180 (1.90%) VLAN
11 168 (1.77%) Network Security
12 110 (1.16%) VoIP
13 66 (0.70%) Internet
14 61 (0.64%) Broadband
15 39 (0.41%) SAN
16 38 (0.40%) HTTP
17 36 (0.38%) BGP
18 35 (0.37%) SSL
19 34 (0.36%) SD-WAN
20 32 (0.34%) OSPF
Database & Business Intelligence
1 623 (6.56%) Power BI
2 428 (4.51%) SQL Server
3 163 (1.72%) Relational Database
4 152 (1.60%) Data Warehouse
5 140 (1.48%) MySQL
6 132 (1.39%) Amazon RDS
7 126 (1.33%) PostgreSQL
7 126 (1.33%) Tableau
8 100 (1.05%) NoSQL
9 91 (0.96%) SQL Server Reporting Services
10 81 (0.85%) SQL Server Integration Services
11 72 (0.76%) Azure SQL Database
12 70 (0.74%) Big Data
13 69 (0.73%) Data Lake
14 65 (0.68%) Metadata
14 65 (0.68%) MongoDB
15 60 (0.63%) Power Query
16 42 (0.44%) DynamoDB
17 40 (0.42%) Electronic Patient Records
18 38 (0.40%) Oracle Reports
Development Applications
1 390 (4.11%) Git
2 332 (3.50%) JIRA
3 152 (1.60%) Jenkins
4 120 (1.26%) GitLab
5 45 (0.47%) Claude Code
6 44 (0.46%) Selenium
7 42 (0.44%) Eclipse
8 35 (0.37%) JUnit
9 34 (0.36%) Subversion
10 32 (0.34%) Cucumber
11 27 (0.28%) Cypress.io
12 26 (0.27%) Oracle Forms
13 25 (0.26%) Postman
14 22 (0.23%) Bitbucket
14 22 (0.23%) Rational DOORS
14 22 (0.23%) TeamCity
15 19 (0.20%) SonarQube
16 17 (0.18%) LabVIEW
17 15 (0.16%) MLflow
18 14 (0.15%) Visual Studio
General
1 4,773 (50.29%) Social Skills
2 2,787 (29.36%) Analytical Skills
3 1,881 (19.82%) Finance
4 920 (9.69%) Manufacturing
5 748 (7.88%) Organisational Skills
6 553 (5.83%) Inclusion and Diversity
7 543 (5.72%) Law
8 536 (5.65%) Retail
9 403 (4.25%) Marketing
10 398 (4.19%) Public Sector
11 361 (3.80%) Legal
12 318 (3.35%) Electronics
13 299 (3.15%) Banking
14 297 (3.13%) Aerospace
15 238 (2.51%) Telecoms
16 197 (2.08%) Influencing Skills
17 181 (1.91%) Presentation Skills
18 156 (1.64%) Automotive
19 137 (1.44%) Documentation Skills
20 111 (1.17%) Advertising
Job Titles
1 1,228 (12.94%) Analyst
2 1,022 (10.77%) Senior
3 818 (8.62%) Developer
4 784 (8.26%) IT Support
5 620 (6.53%) Support Engineer
6 538 (5.67%) Lead
7 445 (4.69%) Consultant
8 421 (4.44%) Support Analyst
9 420 (4.43%) IT Engineer
10 324 (3.41%) IT Support Engineer
10 324 (3.41%) Software Engineer
11 289 (3.04%) Technical Support
12 276 (2.91%) Architect
13 269 (2.83%) Support Technician
14 244 (2.57%) IT Technician
15 239 (2.52%) Technical Engineer
16 238 (2.51%) Systems Engineer
17 227 (2.39%) Administrator
18 214 (2.25%) Technical Support Engineer
19 209 (2.20%) Data Engineer
Libraries, Frameworks & Software Standards
1 402 (4.24%) .NET
2 385 (4.06%) Terraform
3 319 (3.36%) React
4 307 (3.23%) REST
5 261 (2.75%) HTML
6 197 (2.08%) CSS
7 183 (1.93%) RESTful
8 152 (1.60%) Node.js
9 125 (1.32%) Spring
10 118 (1.24%) SOAP
11 114 (1.20%) Web Services
12 106 (1.12%) AngularJS
12 106 (1.12%) JSON
13 99 (1.04%) ASP.NET
14 97 (1.02%) Kafka
14 97 (1.02%) XML
15 94 (0.99%) Middleware
16 86 (0.91%) Vue
17 85 (0.90%) Spring Boot
18 64 (0.67%) OAuth
Miscellaneous
1 702 (7.40%) Driving Licence
2 668 (7.04%) Onboarding
3 501 (5.28%) Self-Motivation
4 435 (4.58%) Management Information System
5 340 (3.58%) Cloud Native
6 255 (2.69%) Product Ownership
7 190 (2.00%) Enterprise Software
8 179 (1.89%) Data Centre
9 166 (1.75%) Legacy Systems
10 147 (1.55%) Robotics
11 137 (1.44%) Distributed Systems
12 121 (1.27%) AI Agents
13 119 (1.25%) Cyber Threat
13 119 (1.25%) Security Posture
14 117 (1.23%) Analytical Mindset
15 112 (1.18%) Data Structures
15 112 (1.18%) NHS
16 103 (1.09%) IoT
17 100 (1.05%) Algorithms
18 87 (0.92%) Mobile App
Operating Systems
1 1,398 (14.73%) Windows
2 574 (6.05%) Windows Server
3 552 (5.82%) Linux
4 162 (1.71%) Windows 10
5 122 (1.29%) Mac OS
6 106 (1.12%) Apple iOS
7 96 (1.01%) Android
7 96 (1.01%) Windows Server 2016
8 55 (0.58%) Unix
9 45 (0.47%) Windows Server 2019
10 30 (0.32%) VMS
11 29 (0.31%) Ubuntu
12 27 (0.28%) Red Hat Enterprise Linux
13 15 (0.16%) Embedded Linux
14 10 (0.11%) FreeRTOS
15 9 (0.095%) Debian
16 8 (0.084%) CentOS
16 8 (0.084%) Rocky
17 7 (0.074%) Windows Server 2012
18 5 (0.053%) OpenVMS
Processes & Methodologies
1 2,479 (26.12%) Continuous Improvement
2 1,542 (16.25%) Customer Service
3 1,486 (15.66%) Agile
4 1,214 (12.79%) AI
5 1,185 (12.49%) Stakeholder Management
6 1,100 (11.59%) Decision-Making
7 989 (10.42%) Mentoring
8 960 (10.11%) CI/CD
9 861 (9.07%) Analytics
10 811 (8.54%) Software Engineering
11 801 (8.44%) DevOps
12 794 (8.37%) Project Delivery
13 763 (8.04%) Cybersecurity
14 698 (7.35%) Business Intelligence
15 688 (7.25%) Project Management
16 672 (7.08%) Roadmaps
17 671 (7.07%) Stakeholder Engagement
18 668 (7.04%) Collaborative Working
19 659 (6.94%) ITIL
20 648 (6.83%) Computer Science
Programming Languages
1 1,407 (14.82%) SQL
2 1,209 (12.74%) Python
3 580 (6.11%) JavaScript
4 504 (5.31%) C#
5 457 (4.82%) Java
6 391 (4.12%) PowerShell
7 281 (2.96%) TypeScript
8 251 (2.64%) C++
9 177 (1.86%) Bash
10 104 (1.10%) C
11 80 (0.84%) PHP
12 77 (0.81%) T-SQL
13 74 (0.78%) Data Analysis Expressions
13 74 (0.78%) Go
14 56 (0.59%) PL/SQL
15 53 (0.56%) R
16 52 (0.55%) Rust
17 49 (0.52%) Ruby
18 47 (0.50%) Shell Script
19 46 (0.48%) Perl
Qualifications
1 1,650 (17.38%) Degree
2 887 (9.35%) Security Cleared
3 592 (6.24%) SC Cleared
4 333 (3.51%) Computer Science Degree
5 274 (2.89%) DBS Check
6 234 (2.47%) HNC
7 226 (2.38%) Microsoft Certification
8 203 (2.14%) DV Cleared
9 202 (2.13%) HND
10 185 (1.95%) Azure Certification
11 158 (1.66%) BPSS Clearance
12 146 (1.54%) CISSP
13 142 (1.50%) Cisco Certification
14 140 (1.48%) Master's Degree
15 102 (1.07%) PMI Certification
16 88 (0.93%) AWS Certification
17 87 (0.92%) ACCA
18 86 (0.91%) Chartered Engineer
19 84 (0.89%) CISM
20 81 (0.85%) A+ Certification
Quality Assurance & Compliance
1 522 (5.50%) QA
2 469 (4.94%) Data Quality
3 380 (4.00%) GDPR
4 269 (2.83%) Accessibility
5 236 (2.49%) SLA
6 219 (2.31%) ISO/IEC 27001
7 192 (2.02%) Cyber Essentials
8 150 (1.58%) NIST
9 135 (1.42%) PCI DSS
10 70 (0.74%) PMO
11 50 (0.53%) Cyber Essentials PLUS
12 49 (0.52%) ISO 9001
13 46 (0.48%) GRC
14 31 (0.33%) NCSC
15 28 (0.30%) Actionable Recommendations
16 22 (0.23%) Sarbanes-Oxley
17 21 (0.22%) SOC 2
18 20 (0.21%) DO-254
18 20 (0.21%) GMP
19 19 (0.20%) COBIT
System Software
1 914 (9.63%) Active Directory
2 372 (3.92%) Docker
3 286 (3.01%) Hyper-V
4 252 (2.66%) VMware Infrastructure
5 69 (0.73%) Firmware
6 63 (0.66%) Terminal Server
7 50 (0.53%) Virtual Desktop
8 48 (0.51%) Virtual Machines
9 35 (0.37%) vSphere
10 27 (0.28%) Embedded Firmware
11 19 (0.20%) VMware ESXi
12 15 (0.16%) Virtual Servers
13 10 (0.11%) GPFS
13 10 (0.11%) StorNext
14 9 (0.095%) KVM
15 7 (0.074%) IAG
16 6 (0.063%) VMware NSX
17 5 (0.053%) ClearTrust
17 5 (0.053%) Squid
18 4 (0.042%) XenApp
Systems Management
1 366 (3.86%) Kubernetes
2 309 (3.26%) Microsoft Intune
3 147 (1.55%) Ansible
4 99 (1.04%) Grafana
5 73 (0.77%) Single Sign-On
6 67 (0.71%) SCCM
7 56 (0.59%) Prometheus
8 39 (0.41%) BMC PATROL
9 28 (0.30%) Jamf Pro
10 24 (0.25%) FortiGate
11 22 (0.23%) Argo
12 18 (0.19%) Functional Safety
13 17 (0.18%) Nagios
14 16 (0.17%) Kibana
15 15 (0.16%) Puppet
16 13 (0.14%) Progress Chef
17 12 (0.13%) logstash
18 11 (0.12%) Nmap
19 10 (0.11%) Autotask
19 10 (0.11%) Docker Swarm
Vendors
1 2,817 (29.68%) Microsoft
2 378 (3.98%) VMware
3 319 (3.36%) SAP
4 290 (3.06%) Google
5 273 (2.88%) Oracle
6 187 (1.97%) ServiceNow
7 182 (1.92%) Salesforce
8 172 (1.81%) Cisco
9 138 (1.45%) Databricks
10 134 (1.41%) Veeam
11 124 (1.31%) Splunk
12 116 (1.22%) Sage
13 95 (1.00%) Workday
14 94 (0.99%) SolarWinds
15 89 (0.94%) Apple
16 78 (0.82%) Fortinet
17 71 (0.75%) Tanium
18 67 (0.71%) HubSpot
19 64 (0.67%) Brocade
19 64 (0.67%) Nimble Storage