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 4 June 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jun 2026
Same period 2025 Same period 2024
Rank 12 4 8
Rank change year-on-year -8 +4 +4
Permanent jobs citing Problem-Solving 6,585 7,964 13,068
As % of all permanent jobs in England 7.97% 20.46% 14.58%
As % of the Processes & Methodologies category 10.82% 21.95% 17.54%
Number of salaries quoted 4,644 4,400 8,516
10th Percentile £27,500 £27,000 £26,000
25th Percentile £32,438 £32,500 £32,500
Median annual salary (50th Percentile) £47,500 £50,000 £49,500
Median % change year-on-year -5.00% +1.01% -10.00%
75th Percentile £68,750 £70,000 £67,500
90th Percentile £87,500 £87,500 £85,000
UK median annual salary £47,500 £50,000 £48,620
% change year-on-year -5.00% +2.84% -11.60%

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 60,861 36,283 74,487
As % of all permanent jobs advertised in England 73.62% 93.20% 83.13%
Number of salaries quoted 41,095 19,492 54,995
10th Percentile £30,250 £29,500 £29,000
25th Percentile £41,250 £40,750 £39,750
Median annual salary (50th Percentile) £60,000 £58,000 £55,000
Median % change year-on-year +3.45% +5.45% -12.00%
75th Percentile £80,000 £78,750 £72,500
90th Percentile £100,000 £102,491 £92,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.69%

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 4 June 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 4 June 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 -5 1,954 £70,000 +7.69% 1,458
North of England -9 1,355 £42,500 -4.49% 706
South East -6 1,188 £45,000 - 790
Midlands -12 923 £40,000 -11.11% 436
North West -11 690 £45,000 -3.23% 399
South West -7 581 £43,500 +8.75% 338
West Midlands -23 529 £42,500 -10.53% 266
Yorkshire -11 510 £41,000 +17.14% 225
East of England -6 499 £45,000 +12.50% 303
East Midlands -9 391 £35,000 -9.09% 170
North East -13 155 £48,445 +7.65% 93
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
1 353 (5.36%) Microsoft Exchange
2 347 (5.27%) SharePoint
3 76 (1.15%) Confluence
4 64 (0.97%) CMS
5 53 (0.80%) Apache
6 41 (0.62%) Apache Airflow
7 36 (0.55%) IIS
8 33 (0.50%) Apache Spark
9 26 (0.39%) WordPress
10 17 (0.26%) SAS
11 14 (0.21%) Palantir Foundry
12 10 (0.15%) Exchange Server 2013
12 10 (0.15%) Oracle SOA Suite
13 8 (0.12%) Exchange Server 2007
13 8 (0.12%) Exchange Server 2010
14 7 (0.11%) OpenEdge
15 6 (0.091%) Drupal
15 6 (0.091%) Moodle
15 6 (0.091%) nginx
16 5 (0.076%) Skype for Business
Applications
1 400 (6.07%) Microsoft Office
2 346 (5.25%) Microsoft Excel
3 59 (0.90%) Microsoft PowerPoint
4 49 (0.74%) Spreadsheet
5 38 (0.58%) MS Visio
6 29 (0.44%) Microsoft Project
7 15 (0.23%) Chatbot
8 9 (0.14%) Adobe Creative Suite
8 9 (0.14%) Adobe Illustrator
8 9 (0.14%) AutoCAD
8 9 (0.14%) SOLIDWORKS
9 8 (0.12%) Fusion 360
10 6 (0.091%) Photoshop
10 6 (0.091%) Trello
11 4 (0.061%) Maya
11 4 (0.061%) Simulink
12 3 (0.046%) Acrobat
12 3 (0.046%) Autodesk Inventor
12 3 (0.046%) Blender
13 2 (0.030%) Adobe XD
Business Applications
1 65 (0.99%) SAP S/4HANA
2 63 (0.96%) Dynamics CRM
3 31 (0.47%) NetSuite
4 22 (0.33%) Salesforce CRM
5 20 (0.30%) Shopify
6 18 (0.27%) Oracle EBS
7 16 (0.24%) Magento
8 15 (0.23%) Dynamics NAV
9 14 (0.21%) SAP ERP
10 13 (0.20%) SAP CO
11 11 (0.17%) IBM Planning Analytics
11 11 (0.17%) iTrent
11 11 (0.17%) Maximo
12 9 (0.14%) Dynamics AX
13 8 (0.12%) Endur
13 8 (0.12%) Sage 50
14 7 (0.11%) Elite 3E
14 7 (0.11%) Q-Pulse
14 7 (0.11%) SAP Business One
14 7 (0.11%) Workday HCM
Cloud Services
1 1,404 (21.32%) Azure
2 1,030 (15.64%) Microsoft 365
3 837 (12.71%) AWS
4 492 (7.47%) Power Platform
5 322 (4.89%) SaaS
6 284 (4.31%) Entra ID
6 284 (4.31%) GCP
7 177 (2.69%) Serverless
8 171 (2.60%) Azure DevOps
9 143 (2.17%) GitHub
10 134 (2.03%) Dynamics 365
11 118 (1.79%) Power Automate
12 98 (1.49%) PowerApps
13 92 (1.40%) Amazon S3
14 84 (1.28%) Google Workspace
15 81 (1.23%) OneDrive
16 76 (1.15%) PaaS
17 73 (1.11%) AWS Lambda
18 72 (1.09%) IaaS
19 71 (1.08%) GitHub Actions
Communications & Networking
1 404 (6.14%) Firewall
2 377 (5.73%) DNS
3 318 (4.83%) DHCP
4 257 (3.90%) VPN
5 225 (3.42%) WAN
6 197 (2.99%) Wi-Fi
7 195 (2.96%) LAN
8 194 (2.95%) TCP/IP
9 178 (2.70%) Broadband
10 124 (1.88%) VLAN
11 120 (1.82%) Wireless
12 103 (1.56%) VoIP
13 83 (1.26%) Network Security
14 66 (1.00%) SD-WAN
15 48 (0.73%) SAN
16 43 (0.65%) BGP
16 43 (0.65%) Internet
17 42 (0.64%) OSPF
18 33 (0.50%) HTTP
19 31 (0.47%) VXLAN
Database & Business Intelligence
1 388 (5.89%) Power BI
2 287 (4.36%) SQL Server
3 126 (1.91%) Data Warehouse
4 110 (1.67%) NoSQL
4 110 (1.67%) Tableau
5 98 (1.49%) PostgreSQL
6 87 (1.32%) Amazon RDS
6 87 (1.32%) MySQL
7 83 (1.26%) Relational Database
8 75 (1.14%) SQL Server Reporting Services
9 66 (1.00%) SQL Server Integration Services
10 57 (0.87%) Big Data
11 53 (0.80%) Power Query
12 52 (0.79%) MongoDB
13 44 (0.67%) Amazon Redshift
14 41 (0.62%) DynamoDB
15 39 (0.59%) Azure SQL Database
15 39 (0.59%) Data Lake
16 38 (0.58%) Metadata
17 26 (0.39%) Oracle Reports
Development Applications
1 282 (4.28%) Git
2 210 (3.19%) JIRA
3 100 (1.52%) GitLab
4 97 (1.47%) Jenkins
5 30 (0.46%) Rational DOORS
6 28 (0.43%) Selenium
7 20 (0.30%) JUnit
8 19 (0.29%) Chocolatey
8 19 (0.29%) Cucumber
8 19 (0.29%) Maven
8 19 (0.29%) Visual Studio
9 18 (0.27%) Cypress.io
10 16 (0.24%) Burp Suite
10 16 (0.24%) Metasploit
11 15 (0.23%) CircleCI
12 14 (0.21%) SonarQube
12 14 (0.21%) Subversion
13 13 (0.20%) Bitbucket
13 13 (0.20%) SQL Server Management Studio (SSMS)
13 13 (0.20%) TeamCity
General
1 3,056 (46.41%) Social Skills
2 1,944 (29.52%) Analytical Skills
3 1,342 (20.38%) Finance
4 426 (6.47%) Organisational Skills
5 364 (5.53%) Inclusion and Diversity
6 358 (5.44%) Manufacturing
7 333 (5.06%) Law
8 323 (4.91%) Marketing
9 283 (4.30%) Retail
10 272 (4.13%) Public Sector
11 271 (4.12%) Legal
12 266 (4.04%) Banking
13 165 (2.51%) Telecoms
14 143 (2.17%) Electronics
15 136 (2.07%) Presentation Skills
16 113 (1.72%) Influencing Skills
17 105 (1.59%) Documentation Skills
18 86 (1.31%) Advertising
19 85 (1.29%) Aerospace
20 74 (1.12%) Games
Job Titles
1 857 (13.01%) Analyst
2 828 (12.57%) Senior
3 677 (10.28%) IT Support
4 625 (9.49%) Developer
5 582 (8.84%) Support Engineer
6 413 (6.27%) IT Engineer
7 404 (6.14%) Lead
8 323 (4.91%) IT Support Engineer
9 295 (4.48%) Consultant
10 244 (3.71%) Support Analyst
11 242 (3.68%) Support Technician
12 230 (3.49%) Architect
13 225 (3.42%) Software Engineer
14 215 (3.26%) Systems Engineer
15 187 (2.84%) Infrastructure Engineer
16 180 (2.73%) IT Technician
17 173 (2.63%) Technical Support
18 162 (2.46%) 2nd Line Support
19 159 (2.41%) Business Analyst
19 159 (2.41%) Senior Developer
Libraries, Frameworks & Software Standards
1 267 (4.05%) .NET
2 253 (3.84%) React
3 214 (3.25%) HTML
4 183 (2.78%) CSS
5 173 (2.63%) REST
6 136 (2.07%) Node.js
7 127 (1.93%) RESTful
8 97 (1.47%) SOAP
9 85 (1.29%) Middleware
10 83 (1.26%) JSON
11 82 (1.25%) Spring
12 69 (1.05%) XML
13 68 (1.03%) AngularJS
13 68 (1.03%) Vue
14 65 (0.99%) Kafka
15 61 (0.93%) OAuth
16 56 (0.85%) gRPC
16 56 (0.85%) Web Services
17 52 (0.79%) EDI
18 51 (0.77%) Spring Boot
Miscellaneous
1 399 (6.06%) Driving Licence
2 376 (5.71%) Onboarding
3 301 (4.57%) Self-Motivation
4 237 (3.60%) Management Information System
5 221 (3.36%) Cloud Native
6 192 (2.92%) Product Ownership
7 164 (2.49%) Data Centre
8 154 (2.34%) Distributed Systems
9 137 (2.08%) Legacy Systems
10 128 (1.94%) Analytical Mindset
11 97 (1.47%) Mobile App
12 91 (1.38%) Social Media
13 84 (1.28%) Data Structures
14 81 (1.23%) Enterprise Software
15 72 (1.09%) Algorithms
16 71 (1.08%) Low-Code
17 70 (1.06%) Security Posture
18 67 (1.02%) Virtual Team
19 62 (0.94%) Public Cloud
20 60 (0.91%) Video\Live Streaming
Operating Systems
1 1,029 (15.63%) Windows
2 435 (6.61%) Windows Server
3 424 (6.44%) Linux
4 164 (2.49%) Windows 10
5 116 (1.76%) Windows Server 2016
6 106 (1.61%) Android
7 82 (1.25%) Apple iOS
7 82 (1.25%) Mac OS
8 65 (0.99%) Windows Server 2019
9 45 (0.68%) Unix
10 41 (0.62%) Red Hat Enterprise Linux
11 33 (0.50%) CentOS
12 31 (0.47%) Windows Server 2012
13 30 (0.46%) Ubuntu
14 25 (0.38%) VMS
15 16 (0.24%) Windows 7
16 14 (0.21%) Mac OS X
17 10 (0.15%) Debian
18 7 (0.11%) Windows 8
18 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,269 (19.27%) Continuous Improvement
2 1,050 (15.95%) Agile
3 953 (14.47%) Customer Service
4 735 (11.16%) AI
5 726 (11.03%) Mentoring
6 721 (10.95%) CI/CD
7 709 (10.77%) Decision-Making
8 630 (9.57%) Analytics
8 630 (9.57%) DevOps
9 558 (8.47%) Software Engineering
10 549 (8.34%) Stakeholder Management
11 540 (8.20%) ITIL
12 515 (7.82%) Roadmaps
13 506 (7.68%) Computer Science
14 482 (7.32%) Project Management
15 460 (6.99%) Business Intelligence
16 455 (6.91%) Cybersecurity
17 446 (6.77%) Coaching
18 427 (6.48%) Collaborative Working
19 377 (5.73%) ERP
Programming Languages
1 1,020 (15.49%) Python
2 977 (14.84%) SQL
3 446 (6.77%) JavaScript
4 339 (5.15%) Java
5 325 (4.94%) C#
6 299 (4.54%) PowerShell
7 198 (3.01%) TypeScript
8 156 (2.37%) Bash
9 130 (1.97%) C++
10 92 (1.40%) PHP
11 87 (1.32%) Go
12 64 (0.97%) Scala
13 57 (0.87%) C
13 57 (0.87%) Data Analysis Expressions
14 48 (0.73%) T-SQL
15 46 (0.70%) PL/SQL
16 45 (0.68%) R
17 41 (0.62%) Rust
18 37 (0.56%) Apex Code
19 36 (0.55%) Kotlin
Qualifications
1 1,108 (16.83%) Degree
2 510 (7.74%) Security Cleared
3 347 (5.27%) SC Cleared
4 253 (3.84%) Computer Science Degree
5 224 (3.40%) DBS Check
6 192 (2.92%) Microsoft Certification
7 116 (1.76%) DV Cleared
8 112 (1.70%) CISSP
9 111 (1.69%) Cisco Certification
9 111 (1.69%) Master's Degree
10 89 (1.35%) Azure Certification
11 82 (1.25%) BPSS Clearance
11 82 (1.25%) PMI Certification
12 81 (1.23%) A+ Certification
13 70 (1.06%) CCNA
13 70 (1.06%) PMP
14 62 (0.94%) ACCA
15 57 (0.87%) CIMA
16 56 (0.85%) HNC
16 56 (0.85%) Network+ Certification
Quality Assurance & Compliance
1 347 (5.27%) QA
2 316 (4.80%) Data Quality
3 264 (4.01%) GDPR
4 197 (2.99%) SLA
5 169 (2.57%) Cyber Essentials
6 155 (2.35%) ISO/IEC 27001
7 147 (2.23%) Accessibility
8 139 (2.11%) NIST
9 123 (1.87%) PCI DSS
10 47 (0.71%) Cyber Essentials PLUS
11 40 (0.61%) PMO
12 34 (0.52%) ISO 9001
13 28 (0.43%) SOC 2
14 27 (0.41%) GRC
15 24 (0.36%) COBIT
16 23 (0.35%) Actionable Recommendations
17 16 (0.24%) GMP
18 13 (0.20%) IFRS
19 12 (0.18%) Sarbanes-Oxley
19 12 (0.18%) TickIT
System Software
1 697 (10.58%) Active Directory
2 288 (4.37%) Docker
3 221 (3.36%) Hyper-V
4 203 (3.08%) VMware Infrastructure
5 56 (0.85%) Terminal Server
6 45 (0.68%) Virtual Desktop
7 37 (0.56%) Firmware
8 25 (0.38%) Virtual Machines
9 23 (0.35%) vSphere
10 15 (0.23%) KVM
10 15 (0.23%) VMware ESXi
11 10 (0.15%) IAG
12 7 (0.11%) VMware Workstation
12 7 (0.11%) XenApp
13 6 (0.091%) Embedded Firmware
13 6 (0.091%) VMware NSX
14 4 (0.061%) Microsoft Virtual Server
14 4 (0.061%) Slurm Workload Manager
14 4 (0.061%) Virtual Servers
15 3 (0.046%) ClearTrust
Systems Management
1 297 (4.51%) Terraform
2 249 (3.78%) Microsoft Intune
3 243 (3.69%) Kubernetes
4 142 (2.16%) Ansible
5 89 (1.35%) Grafana
6 80 (1.21%) SCCM
7 54 (0.82%) Prometheus
8 37 (0.56%) Nagios
9 32 (0.49%) Single Sign-On
10 20 (0.30%) Active Directory Federation Services
11 18 (0.27%) Kibana
12 14 (0.21%) Autotask
12 14 (0.21%) FortiGate
12 14 (0.21%) Jamf Pro
12 14 (0.21%) vCenter Server
13 12 (0.18%) Puppet
14 11 (0.17%) Argo
14 11 (0.17%) Nessus
15 10 (0.15%) Docker Swarm
15 10 (0.15%) Kubeflow
Vendors
1 1,751 (26.59%) Microsoft
2 298 (4.53%) VMware
3 185 (2.81%) Oracle
4 170 (2.58%) Google
5 157 (2.38%) SAP
6 153 (2.32%) Cisco
7 140 (2.13%) Salesforce
8 127 (1.93%) ServiceNow
9 126 (1.91%) SolarWinds
10 119 (1.81%) Veeam
11 111 (1.69%) Databricks
12 108 (1.64%) Splunk
13 80 (1.21%) Apple
14 65 (0.99%) Adobe
15 58 (0.88%) Dell
16 57 (0.87%) Nimble Storage
17 56 (0.85%) Brocade
17 56 (0.85%) Tanium
18 52 (0.79%) Meraki
19 51 (0.77%) Red Hat