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

6 months to
28 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 9,448 8,047 10,483
As % of all permanent jobs in England 9.13% 18.69% 15.51%
As % of the Processes & Methodologies category 12.43% 21.02% 18.87%
Number of salaries quoted 6,350 4,537 4,318
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £46,152 £45,000 £52,500
Median % change year-on-year +2.56% -14.29% -4.55%
75th Percentile £64,500 £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 75,980 38,286 55,566
As % of all permanent jobs advertised in England 73.46% 88.94% 82.21%
Number of salaries quoted 53,569 21,806 30,376
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 £59,500
Median % change year-on-year +9.09% -7.56% -4.03%
75th Percentile £80,000 £76,250 £77,500
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 28 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 28 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 2,366 £65,000 - 4,176
North of England -8 1,981 £45,000 - 1,529
South East -3 1,845 £41,585 +0.81% 1,533
Midlands -7 1,416 £42,500 +11.84% 1,095
North West -3 1,028 £45,000 -7.64% 796
South West -2 969 £45,000 +25.00% 777
West Midlands -7 791 £42,500 -0.28% 661
East of England -2 790 £43,250 +33.08% 702
East Midlands -7 623 £42,000 +27.27% 434
Yorkshire -7 602 £42,500 +27.82% 520
North East +5 357 £50,000 +45.99% 228
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
1 555 (5.87%) SharePoint
2 407 (4.31%) Microsoft Exchange
3 117 (1.24%) Confluence
4 63 (0.67%) IIS
5 51 (0.54%) Apache
6 50 (0.53%) CMS
7 46 (0.49%) Apache Spark
8 37 (0.39%) Apache Airflow
8 37 (0.39%) WordPress
9 18 (0.19%) Oracle Workflow
10 13 (0.14%) SAS
10 13 (0.14%) WebLogic
11 12 (0.13%) Jupyter
11 12 (0.13%) nginx
12 11 (0.12%) Oracle SOA Suite
12 11 (0.12%) WebSphere
13 9 (0.095%) Palantir Foundry
14 7 (0.074%) OpenEdge
15 6 (0.064%) CICS
15 6 (0.064%) Tomcat
Applications
1 665 (7.04%) Microsoft Office
2 604 (6.39%) Microsoft Excel
3 126 (1.33%) Microsoft PowerPoint
4 64 (0.68%) Spreadsheet
5 58 (0.61%) MS Visio
6 56 (0.59%) AutoCAD
7 51 (0.54%) 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 (0.085%) OrCAD
15 8 (0.085%) Trello
16 7 (0.074%) Fusion 360
17 6 (0.064%) Siemens NX
Business Applications
1 91 (0.96%) SAP S/4HANA
2 90 (0.95%) Dynamics CRM
3 83 (0.88%) NetSuite
4 40 (0.42%) Oracle EBS
5 36 (0.38%) Shopify
6 23 (0.24%) Oracle Payables
7 20 (0.21%) 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%) Magento
11 14 (0.15%) Salesforce CRM
12 13 (0.14%) Elite 3E
12 13 (0.14%) IBM Planning Analytics
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 1,780 (18.84%) Azure
2 1,447 (15.32%) Microsoft 365
3 1,049 (11.10%) AWS
4 799 (8.46%) Power Platform
5 469 (4.96%) Entra ID
6 399 (4.22%) SaaS
7 345 (3.65%) GCP
8 239 (2.53%) Azure DevOps
9 224 (2.37%) GitHub
10 206 (2.18%) Power Automate
11 192 (2.03%) Dynamics 365
12 183 (1.94%) Serverless
13 169 (1.79%) PowerApps
14 154 (1.63%) OneDrive
15 151 (1.60%) Microsoft Copilot
16 114 (1.21%) Amazon S3
17 105 (1.11%) GitHub Actions
18 98 (1.04%) Google Workspace
19 89 (0.94%) AWS CloudFormation
19 89 (0.94%) AWS Lambda
Communications & Networking
1 526 (5.57%) Firewall
2 504 (5.33%) DNS
3 418 (4.42%) DHCP
4 355 (3.76%) VPN
5 300 (3.18%) TCP/IP
6 245 (2.59%) Wi-Fi
7 200 (2.12%) LAN
8 199 (2.11%) WAN
8 199 (2.11%) Wireless
9 178 (1.88%) VLAN
10 166 (1.76%) Network Security
11 109 (1.15%) VoIP
12 67 (0.71%) Internet
13 60 (0.64%) Broadband
14 39 (0.41%) SAN
15 38 (0.40%) HTTP
16 36 (0.38%) BGP
17 35 (0.37%) SSL
18 34 (0.36%) SD-WAN
19 32 (0.34%) OSPF
Database & Business Intelligence
1 621 (6.57%) Power BI
2 426 (4.51%) SQL Server
3 161 (1.70%) Relational Database
4 151 (1.60%) Data Warehouse
5 140 (1.48%) MySQL
6 132 (1.40%) Amazon RDS
7 126 (1.33%) Tableau
8 123 (1.30%) PostgreSQL
9 99 (1.05%) NoSQL
10 91 (0.96%) SQL Server Reporting Services
11 81 (0.86%) SQL Server Integration Services
12 70 (0.74%) Azure SQL Database
13 69 (0.73%) Big Data
13 69 (0.73%) Data Lake
14 65 (0.69%) MongoDB
15 63 (0.67%) Metadata
16 60 (0.64%) Power Query
17 42 (0.44%) DynamoDB
18 40 (0.42%) Electronic Patient Records
19 38 (0.40%) Oracle Reports
Development Applications
1 388 (4.11%) Git
2 329 (3.48%) JIRA
3 149 (1.58%) Jenkins
4 120 (1.27%) GitLab
5 45 (0.48%) Claude Code
6 44 (0.47%) Selenium
7 42 (0.44%) Eclipse
8 35 (0.37%) JUnit
9 34 (0.36%) Subversion
10 32 (0.34%) Cucumber
11 27 (0.29%) Cypress.io
12 26 (0.28%) Oracle Forms
13 25 (0.26%) Postman
14 23 (0.24%) Rational DOORS
15 22 (0.23%) Bitbucket
15 22 (0.23%) TeamCity
16 19 (0.20%) SonarQube
17 16 (0.17%) LabVIEW
18 14 (0.15%) Maven
18 14 (0.15%) Visual Studio
General
1 4,750 (50.28%) Social Skills
2 2,771 (29.33%) Analytical Skills
3 1,874 (19.83%) Finance
4 912 (9.65%) Manufacturing
5 743 (7.86%) Organisational Skills
6 551 (5.83%) Inclusion and Diversity
7 541 (5.73%) Law
8 533 (5.64%) Retail
9 403 (4.27%) Marketing
10 397 (4.20%) Public Sector
11 362 (3.83%) Legal
12 317 (3.36%) Electronics
13 296 (3.13%) Aerospace
13 296 (3.13%) Banking
14 238 (2.52%) Telecoms
15 198 (2.10%) Influencing Skills
16 180 (1.91%) Presentation Skills
17 155 (1.64%) Automotive
18 135 (1.43%) Documentation Skills
19 111 (1.17%) Advertising
Job Titles
1 1,219 (12.90%) Analyst
2 1,016 (10.75%) Senior
3 812 (8.59%) Developer
4 783 (8.29%) IT Support
5 617 (6.53%) Support Engineer
6 535 (5.66%) Lead
7 442 (4.68%) Consultant
8 419 (4.43%) IT Engineer
9 415 (4.39%) Support Analyst
10 324 (3.43%) IT Support Engineer
11 322 (3.41%) Software Engineer
12 285 (3.02%) Technical Support
13 274 (2.90%) Architect
14 270 (2.86%) Support Technician
15 244 (2.58%) IT Technician
16 241 (2.55%) Systems Engineer
17 236 (2.50%) Technical Engineer
18 228 (2.41%) Administrator
19 211 (2.23%) Technical Support Engineer
20 207 (2.19%) Business Analyst
Libraries, Frameworks & Software Standards
1 397 (4.20%) .NET
2 382 (4.04%) Terraform
3 316 (3.34%) React
4 304 (3.22%) REST
5 260 (2.75%) HTML
6 196 (2.07%) CSS
7 182 (1.93%) RESTful
8 151 (1.60%) Node.js
9 123 (1.30%) Spring
10 118 (1.25%) SOAP
11 111 (1.17%) Web Services
12 105 (1.11%) AngularJS
12 105 (1.11%) JSON
13 97 (1.03%) ASP.NET
14 96 (1.02%) Kafka
14 96 (1.02%) XML
15 94 (0.99%) Middleware
16 87 (0.92%) Vue
17 83 (0.88%) Spring Boot
18 64 (0.68%) LangChain
Miscellaneous
1 702 (7.43%) Driving Licence
2 663 (7.02%) Onboarding
3 500 (5.29%) Self-Motivation
4 431 (4.56%) Management Information System
5 337 (3.57%) Cloud Native
6 254 (2.69%) Product Ownership
7 186 (1.97%) Enterprise Software
8 179 (1.89%) Data Centre
9 164 (1.74%) Legacy Systems
10 145 (1.53%) Robotics
11 135 (1.43%) Distributed Systems
12 120 (1.27%) AI Agents
13 118 (1.25%) Cyber Threat
13 118 (1.25%) Security Posture
14 116 (1.23%) Analytical Mindset
15 112 (1.19%) NHS
16 111 (1.17%) Data Structures
17 102 (1.08%) IoT
18 99 (1.05%) Algorithms
19 86 (0.91%) Mobile App
Operating Systems
1 1,388 (14.69%) Windows
2 570 (6.03%) Windows Server
3 549 (5.81%) Linux
4 161 (1.70%) Windows 10
5 122 (1.29%) Mac OS
6 104 (1.10%) Apple iOS
7 96 (1.02%) Android
7 96 (1.02%) Windows Server 2016
8 54 (0.57%) Unix
9 45 (0.48%) Windows Server 2019
10 31 (0.33%) VMS
11 29 (0.31%) Ubuntu
12 27 (0.29%) Red Hat Enterprise Linux
13 15 (0.16%) Embedded Linux
14 10 (0.11%) FreeRTOS
15 9 (0.095%) Debian
16 8 (0.085%) CentOS
16 8 (0.085%) Rocky
16 8 (0.085%) Windows Server 2012
17 5 (0.053%) OpenVMS
Processes & Methodologies
1 2,461 (26.05%) Continuous Improvement
2 1,538 (16.28%) Customer Service
3 1,477 (15.63%) Agile
4 1,204 (12.74%) AI
5 1,177 (12.46%) Stakeholder Management
6 1,095 (11.59%) Decision-Making
7 990 (10.48%) Mentoring
8 948 (10.03%) CI/CD
9 856 (9.06%) Analytics
10 806 (8.53%) Software Engineering
11 791 (8.37%) DevOps
12 789 (8.35%) Project Delivery
13 757 (8.01%) Cybersecurity
14 697 (7.38%) Business Intelligence
15 687 (7.27%) Project Management
16 668 (7.07%) Roadmaps
17 666 (7.05%) Collaborative Working
17 666 (7.05%) Stakeholder Engagement
18 657 (6.95%) ITIL
19 644 (6.82%) Computer Science
Programming Languages
1 1,400 (14.82%) SQL
2 1,199 (12.69%) Python
3 577 (6.11%) JavaScript
4 499 (5.28%) C#
5 455 (4.82%) Java
6 390 (4.13%) PowerShell
7 278 (2.94%) TypeScript
8 251 (2.66%) C++
9 176 (1.86%) Bash
10 104 (1.10%) C
11 81 (0.86%) PHP
12 77 (0.81%) T-SQL
13 73 (0.77%) Data Analysis Expressions
13 73 (0.77%) Go
14 56 (0.59%) PL/SQL
15 52 (0.55%) R
15 52 (0.55%) Rust
16 49 (0.52%) Ruby
17 47 (0.50%) Shell Script
18 45 (0.48%) Perl
Qualifications
1 1,643 (17.39%) Degree
2 882 (9.34%) Security Cleared
3 591 (6.26%) SC Cleared
4 332 (3.51%) Computer Science Degree
5 275 (2.91%) DBS Check
6 231 (2.44%) HNC
7 222 (2.35%) Microsoft Certification
8 200 (2.12%) HND
9 199 (2.11%) DV Cleared
10 185 (1.96%) Azure Certification
11 158 (1.67%) BPSS Clearance
12 146 (1.55%) CISSP
13 142 (1.50%) Cisco Certification
14 139 (1.47%) Master's Degree
15 101 (1.07%) PMI Certification
16 88 (0.93%) AWS Certification
17 86 (0.91%) ACCA
17 86 (0.91%) Chartered Engineer
18 84 (0.89%) CISM
19 79 (0.84%) CIMA
Quality Assurance & Compliance
1 523 (5.54%) QA
2 465 (4.92%) Data Quality
3 377 (3.99%) GDPR
4 269 (2.85%) Accessibility
5 233 (2.47%) SLA
6 218 (2.31%) ISO/IEC 27001
7 190 (2.01%) Cyber Essentials
8 150 (1.59%) NIST
9 135 (1.43%) PCI DSS
10 70 (0.74%) PMO
11 49 (0.52%) Cyber Essentials PLUS
11 49 (0.52%) ISO 9001
12 45 (0.48%) GRC
13 31 (0.33%) NCSC
14 28 (0.30%) Actionable Recommendations
15 22 (0.23%) Sarbanes-Oxley
16 21 (0.22%) SOC 2
17 20 (0.21%) DO-254
17 20 (0.21%) GMP
18 19 (0.20%) COBIT
System Software
1 906 (9.59%) Active Directory
2 367 (3.88%) Docker
3 283 (3.00%) Hyper-V
4 249 (2.64%) VMware Infrastructure
5 69 (0.73%) Firmware
6 63 (0.67%) Terminal Server
7 50 (0.53%) Virtual Desktop
8 48 (0.51%) Virtual Machines
9 35 (0.37%) vSphere
10 27 (0.29%) Embedded Firmware
11 19 (0.20%) VMware ESXi
12 14 (0.15%) Virtual Servers
13 10 (0.11%) GPFS
13 10 (0.11%) StorNext
14 9 (0.095%) KVM
15 7 (0.074%) IAG
16 6 (0.064%) VMware NSX
17 5 (0.053%) ClearTrust
17 5 (0.053%) Squid
18 4 (0.042%) XenApp
Systems Management
1 362 (3.83%) Kubernetes
2 309 (3.27%) Microsoft Intune
3 144 (1.52%) Ansible
4 97 (1.03%) Grafana
5 73 (0.77%) Single Sign-On
6 66 (0.70%) SCCM
7 55 (0.58%) Prometheus
8 39 (0.41%) BMC PATROL
9 27 (0.29%) Jamf Pro
10 24 (0.25%) FortiGate
11 22 (0.23%) Argo
12 18 (0.19%) Functional Safety
13 17 (0.18%) Nagios
14 15 (0.16%) Kibana
14 15 (0.16%) Puppet
15 13 (0.14%) Progress Chef
16 12 (0.13%) logstash
17 11 (0.12%) Nmap
18 10 (0.11%) Autotask
18 10 (0.11%) Docker Swarm
Vendors
1 2,801 (29.65%) Microsoft
2 373 (3.95%) VMware
3 318 (3.37%) SAP
4 290 (3.07%) Google
5 273 (2.89%) Oracle
6 186 (1.97%) ServiceNow
7 182 (1.93%) Salesforce
8 170 (1.80%) Cisco
9 136 (1.44%) Databricks
10 131 (1.39%) Veeam
11 123 (1.30%) Splunk
12 116 (1.23%) Sage
13 94 (0.99%) SolarWinds
13 94 (0.99%) Workday
14 87 (0.92%) Apple
15 76 (0.80%) Fortinet
16 71 (0.75%) Tanium
17 67 (0.71%) HubSpot
18 64 (0.68%) Brocade
18 64 (0.68%) Nimble Storage