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

6 months to
26 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 9,487 8,099 10,579
As % of all permanent jobs in England 9.17% 18.74% 15.55%
As % of the Processes & Methodologies category 12.48% 21.11% 18.92%
Number of salaries quoted 6,390 4,571 4,395
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 £65,000 £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 76,043 38,365 55,907
As % of all permanent jobs advertised in England 73.51% 88.77% 82.20%
Number of salaries quoted 53,720 21,959 30,789
10th Percentile £31,250 £28,500 £32,500
25th Percentile £42,125 £37,000 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,800
Median % change year-on-year +9.09% -6.46% -5.66%
75th Percentile £80,000 £76,250 £77,500
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £57,965
% change year-on-year +9.09% -5.11% -3.39%

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 26 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 26 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 2,383 £65,000 - 5,406
North of England -8 1,983 £45,000 - 1,729
South East -3 1,838 £41,585 +0.20% 1,903
Midlands -7 1,424 £42,500 +11.84% 1,257
North West -3 1,026 £45,000 -7.64% 920
South West -2 979 £45,000 +25.00% 913
West Midlands -7 799 £42,500 -1.40% 762
East of England -1 797 £44,000 +32.88% 834
East Midlands -7 623 £42,000 +27.27% 493
Yorkshire -7 605 £42,500 +28.79% 583
North East +4 358 £50,000 +42.86% 243
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 (5.85%) SharePoint
2 412 (4.34%) Microsoft Exchange
3 119 (1.25%) Confluence
4 63 (0.66%) IIS
5 51 (0.54%) Apache
5 51 (0.54%) CMS
6 46 (0.48%) Apache Spark
7 37 (0.39%) Apache Airflow
7 37 (0.39%) WordPress
8 18 (0.19%) Oracle Workflow
9 13 (0.14%) SAS
10 12 (0.13%) nginx
10 12 (0.13%) WebLogic
11 11 (0.12%) Jupyter
11 11 (0.12%) WebSphere
12 10 (0.11%) Oracle SOA Suite
13 9 (0.095%) Palantir Foundry
14 7 (0.074%) OpenEdge
15 6 (0.063%) CICS
15 6 (0.063%) Ethereum
Applications
1 666 (7.02%) Microsoft Office
2 604 (6.37%) Microsoft Excel
3 126 (1.33%) Microsoft PowerPoint
4 64 (0.67%) Spreadsheet
5 58 (0.61%) MS Visio
6 55 (0.58%) AutoCAD
7 51 (0.54%) Microsoft Project
8 30 (0.32%) Simulink
9 27 (0.28%) 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
14 10 (0.11%) Navisworks
15 9 (0.095%) Adobe Creative Suite
16 8 (0.084%) Fusion 360
16 8 (0.084%) Trello
17 7 (0.074%) OrCAD
18 6 (0.063%) Siemens NX
Business Applications
1 92 (0.97%) Dynamics CRM
2 91 (0.96%) SAP S/4HANA
3 83 (0.87%) NetSuite
4 39 (0.41%) Oracle EBS
5 36 (0.38%) Shopify
6 23 (0.24%) Oracle Payables
7 21 (0.22%) Dynamics AX
8 16 (0.17%) Oracle Cash Management
8 16 (0.17%) Workday HCM
9 15 (0.16%) Oracle Subledger Accounting
10 14 (0.15%) Dynamics NAV
10 14 (0.15%) Elite 3E
10 14 (0.15%) Magento
10 14 (0.15%) Salesforce CRM
10 14 (0.15%) SAP Business One
11 13 (0.14%) IBM Planning Analytics
11 13 (0.14%) Payment Gateway
12 11 (0.12%) Oracle ERP
12 11 (0.12%) Primavera
12 11 (0.12%) SAP ERP
Cloud Services
1 1,790 (18.87%) Azure
2 1,454 (15.33%) Microsoft 365
3 1,062 (11.19%) AWS
4 801 (8.44%) Power Platform
5 467 (4.92%) Entra ID
6 400 (4.22%) SaaS
7 354 (3.73%) GCP
8 242 (2.55%) Azure DevOps
9 228 (2.40%) GitHub
10 206 (2.17%) Power Automate
11 196 (2.07%) Dynamics 365
12 183 (1.93%) Serverless
13 169 (1.78%) PowerApps
14 153 (1.61%) OneDrive
15 151 (1.59%) Microsoft Copilot
16 113 (1.19%) Amazon S3
17 107 (1.13%) GitHub Actions
18 97 (1.02%) Google Workspace
19 89 (0.94%) AWS Lambda
20 88 (0.93%) AWS CloudFormation
Communications & Networking
1 525 (5.53%) Firewall
2 502 (5.29%) DNS
3 418 (4.41%) DHCP
4 356 (3.75%) VPN
5 301 (3.17%) TCP/IP
6 242 (2.55%) Wi-Fi
7 201 (2.12%) LAN
7 201 (2.12%) WAN
8 199 (2.10%) Wireless
9 177 (1.87%) VLAN
10 167 (1.76%) Network Security
11 110 (1.16%) VoIP
12 70 (0.74%) Broadband
13 67 (0.71%) Internet
14 40 (0.42%) 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
1 624 (6.58%) Power BI
2 426 (4.49%) SQL Server
3 161 (1.70%) Relational Database
4 154 (1.62%) Data Warehouse
5 141 (1.49%) MySQL
6 132 (1.39%) Amazon RDS
7 128 (1.35%) Tableau
8 123 (1.30%) PostgreSQL
9 101 (1.06%) NoSQL
10 91 (0.96%) SQL Server Reporting Services
11 82 (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 64 (0.67%) Metadata
16 62 (0.65%) Power Query
17 42 (0.44%) DynamoDB
18 40 (0.42%) Electronic Patient Records
19 38 (0.40%) Oracle Reports
Development Applications
1 391 (4.12%) Git
2 328 (3.46%) JIRA
3 151 (1.59%) Jenkins
4 118 (1.24%) GitLab
5 45 (0.47%) Claude Code
5 45 (0.47%) Selenium
6 42 (0.44%) Eclipse
7 35 (0.37%) JUnit
8 34 (0.36%) Subversion
9 32 (0.34%) Cucumber
10 27 (0.28%) Cypress.io
11 26 (0.27%) Oracle Forms
11 26 (0.27%) Postman
12 24 (0.25%) Rational DOORS
13 22 (0.23%) Bitbucket
13 22 (0.23%) TeamCity
14 19 (0.20%) SonarQube
15 16 (0.17%) LabVIEW
16 14 (0.15%) Maven
16 14 (0.15%) Visual Studio
General
1 4,768 (50.26%) Social Skills
2 2,790 (29.41%) Analytical Skills
3 1,874 (19.75%) Finance
4 908 (9.57%) Manufacturing
5 743 (7.83%) Organisational Skills
6 559 (5.89%) Inclusion and Diversity
7 546 (5.76%) Law
8 536 (5.65%) Retail
9 407 (4.29%) Marketing
10 397 (4.18%) Public Sector
11 365 (3.85%) Legal
12 318 (3.35%) Electronics
13 299 (3.15%) Banking
14 296 (3.12%) Aerospace
15 240 (2.53%) Telecoms
16 198 (2.09%) Influencing Skills
17 179 (1.89%) Presentation Skills
18 155 (1.63%) Automotive
19 136 (1.43%) Documentation Skills
20 111 (1.17%) Advertising
Job Titles
1 1,224 (12.90%) Analyst
2 1,016 (10.71%) Senior
3 821 (8.65%) Developer
4 783 (8.25%) IT Support
5 618 (6.51%) Support Engineer
6 539 (5.68%) Lead
7 443 (4.67%) Consultant
8 422 (4.45%) IT Engineer
9 413 (4.35%) Support Analyst
10 327 (3.45%) Software Engineer
11 324 (3.42%) IT Support Engineer
12 284 (2.99%) Technical Support
13 278 (2.93%) Architect
14 267 (2.81%) Support Technician
15 249 (2.62%) Systems Engineer
16 244 (2.57%) IT Technician
17 236 (2.49%) Technical Engineer
18 229 (2.41%) Administrator
19 211 (2.22%) Technical Support Engineer
20 208 (2.19%) Business Analyst
Libraries, Frameworks & Software Standards
1 398 (4.20%) .NET
2 384 (4.05%) Terraform
3 315 (3.32%) React
4 304 (3.20%) REST
5 263 (2.77%) HTML
6 198 (2.09%) CSS
7 184 (1.94%) RESTful
8 150 (1.58%) Node.js
9 125 (1.32%) Spring
10 119 (1.25%) SOAP
11 112 (1.18%) Web Services
12 106 (1.12%) JSON
13 105 (1.11%) AngularJS
14 97 (1.02%) ASP.NET
15 96 (1.01%) Kafka
15 96 (1.01%) XML
16 94 (0.99%) Middleware
17 88 (0.93%) Vue
18 83 (0.87%) Spring Boot
19 64 (0.67%) OAuth
Miscellaneous
1 700 (7.38%) Driving Licence
2 661 (6.97%) Onboarding
3 500 (5.27%) Self-Motivation
4 431 (4.54%) Management Information System
5 336 (3.54%) Cloud Native
6 255 (2.69%) Product Ownership
7 186 (1.96%) Enterprise Software
8 179 (1.89%) Data Centre
9 164 (1.73%) Legacy Systems
10 143 (1.51%) Distributed Systems
10 143 (1.51%) Robotics
11 121 (1.28%) AI Agents
12 119 (1.25%) Security Posture
13 118 (1.24%) Cyber Threat
14 117 (1.23%) Analytical Mindset
15 112 (1.18%) Data Structures
16 111 (1.17%) NHS
17 102 (1.08%) IoT
18 98 (1.03%) Algorithms
19 86 (0.91%) Mobile App
Operating Systems
1 1,396 (14.71%) Windows
2 573 (6.04%) Windows Server
3 556 (5.86%) Linux
4 167 (1.76%) Windows 10
5 123 (1.30%) Mac OS
6 109 (1.15%) Apple iOS
7 99 (1.04%) Windows Server 2016
8 97 (1.02%) Android
9 54 (0.57%) Unix
10 46 (0.48%) Windows Server 2019
11 31 (0.33%) VMS
12 30 (0.32%) Ubuntu
13 26 (0.27%) Red Hat Enterprise Linux
14 16 (0.17%) Embedded Linux
15 10 (0.11%) FreeRTOS
15 10 (0.11%) Windows Server 2012
16 9 (0.095%) CentOS
16 9 (0.095%) Debian
17 8 (0.084%) Rocky
18 7 (0.074%) Mac OS X
Processes & Methodologies
1 2,459 (25.92%) Continuous Improvement
2 1,535 (16.18%) Customer Service
3 1,487 (15.67%) Agile
4 1,210 (12.75%) AI
5 1,178 (12.42%) Stakeholder Management
6 1,095 (11.54%) Decision-Making
7 989 (10.42%) Mentoring
8 964 (10.16%) CI/CD
9 860 (9.07%) Analytics
10 822 (8.66%) Software Engineering
11 798 (8.41%) DevOps
12 792 (8.35%) Project Delivery
13 756 (7.97%) Cybersecurity
14 702 (7.40%) Business Intelligence
15 692 (7.29%) Project Management
16 678 (7.15%) Roadmaps
17 670 (7.06%) Stakeholder Engagement
18 666 (7.02%) Collaborative Working
19 665 (7.01%) ITIL
20 646 (6.81%) Computer Science
Programming Languages
1 1,403 (14.79%) SQL
2 1,218 (12.84%) Python
3 583 (6.15%) JavaScript
4 503 (5.30%) C#
5 456 (4.81%) Java
6 392 (4.13%) PowerShell
7 278 (2.93%) TypeScript
8 254 (2.68%) C++
9 176 (1.86%) Bash
10 105 (1.11%) C
11 82 (0.86%) Go
12 81 (0.85%) PHP
13 79 (0.83%) T-SQL
14 76 (0.80%) Data Analysis Expressions
15 56 (0.59%) PL/SQL
16 52 (0.55%) Rust
17 51 (0.54%) R
18 49 (0.52%) Ruby
19 47 (0.50%) Shell Script
20 45 (0.47%) Perl
Qualifications
1 1,651 (17.40%) Degree
2 884 (9.32%) Security Cleared
3 594 (6.26%) SC Cleared
4 335 (3.53%) Computer Science Degree
5 275 (2.90%) DBS Check
6 227 (2.39%) HNC
7 222 (2.34%) Microsoft Certification
8 201 (2.12%) DV Cleared
9 197 (2.08%) HND
10 186 (1.96%) Azure Certification
11 155 (1.63%) BPSS Clearance
12 147 (1.55%) CISSP
13 144 (1.52%) Cisco Certification
14 141 (1.49%) Master's Degree
15 104 (1.10%) PMI Certification
16 87 (0.92%) ACCA
16 87 (0.92%) AWS Certification
17 85 (0.90%) Chartered Engineer
18 84 (0.89%) CISM
19 81 (0.85%) PMP
Quality Assurance & Compliance
1 523 (5.51%) QA
2 469 (4.94%) Data Quality
3 377 (3.97%) GDPR
4 269 (2.84%) Accessibility
5 234 (2.47%) SLA
6 217 (2.29%) ISO/IEC 27001
7 191 (2.01%) Cyber Essentials
8 150 (1.58%) NIST
9 135 (1.42%) PCI DSS
10 72 (0.76%) PMO
11 50 (0.53%) Cyber Essentials PLUS
12 47 (0.50%) ISO 9001
13 45 (0.47%) GRC
14 31 (0.33%) NCSC
15 28 (0.30%) Actionable Recommendations
16 22 (0.23%) Sarbanes-Oxley
17 21 (0.22%) DO-254
17 21 (0.22%) SOC 2
18 20 (0.21%) GMP
19 19 (0.20%) COBIT
System Software
1 913 (9.62%) Active Directory
2 374 (3.94%) Docker
3 286 (3.01%) Hyper-V
4 254 (2.68%) VMware Infrastructure
5 68 (0.72%) Firmware
6 63 (0.66%) Terminal Server
7 49 (0.52%) Virtual Desktop
8 47 (0.50%) Virtual Machines
9 36 (0.38%) vSphere
10 27 (0.28%) Embedded Firmware
11 20 (0.21%) 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 (0.063%) VMware NSX
17 5 (0.053%) ClearTrust
17 5 (0.053%) Squid
18 4 (0.042%) XenApp
Systems Management
1 363 (3.83%) Kubernetes
2 310 (3.27%) Microsoft Intune
3 147 (1.55%) Ansible
4 97 (1.02%) Grafana
5 73 (0.77%) Single Sign-On
6 68 (0.72%) SCCM
7 55 (0.58%) Prometheus
8 39 (0.41%) BMC PATROL
9 28 (0.30%) Jamf Pro
10 24 (0.25%) FortiGate
11 22 (0.23%) Argo
12 19 (0.20%) 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%) Docker Swarm
18 10 (0.11%) Proxmox
Vendors
1 2,803 (29.55%) Microsoft
2 379 (3.99%) VMware
3 318 (3.35%) SAP
4 289 (3.05%) Google
5 269 (2.84%) Oracle
6 188 (1.98%) ServiceNow
7 182 (1.92%) Salesforce
8 172 (1.81%) Cisco
9 138 (1.45%) Databricks
10 132 (1.39%) Veeam
11 123 (1.30%) Splunk
12 116 (1.22%) Sage
13 94 (0.99%) SolarWinds
14 91 (0.96%) Workday
15 89 (0.94%) Apple
16 75 (0.79%) Fortinet
17 71 (0.75%) Tanium
18 67 (0.71%) HubSpot
19 64 (0.67%) Brocade
19 64 (0.67%) Nimble Storage