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

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 11 4 8
Rank change year-on-year -7 +4 +4
Permanent jobs citing Problem-Solving 6,583 7,983 13,157
As % of all permanent jobs in England 7.96% 20.44% 14.62%
As % of the Processes & Methodologies category 10.82% 21.95% 17.60%
Number of salaries quoted 4,648 4,414 8,504
10th Percentile £27,500 £27,000 £26,000
25th Percentile £32,500 £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 £48,734
% change year-on-year -5.00% +2.60% -11.39%

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 60,824 36,374 74,759
As % of all permanent jobs advertised in England 73.54% 93.14% 83.08%
Number of salaries quoted 41,213 19,587 55,053
10th Percentile £30,250 £29,500 £29,000
25th Percentile £41,250 £40,750 £40,000
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 £101,250 £93,250
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 5 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 5 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 -4 1,955 £70,000 +7.69% 1,359
North of England -9 1,353 £42,500 -4.49% 733
South East -6 1,186 £45,000 - 774
Midlands -12 919 £40,000 -11.11% 429
North West -9 690 £45,000 -2.17% 415
South West -6 586 £43,500 +8.75% 330
West Midlands -23 527 £42,500 -10.53% 264
Yorkshire -11 507 £41,500 +18.57% 240
East of England -7 497 £45,000 +12.50% 308
East Midlands -9 389 £35,000 -9.09% 167
North East -15 156 £48,445 +7.65% 90
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
2 346 (5.26%) SharePoint
3 76 (1.15%) Confluence
4 64 (0.97%) CMS
5 53 (0.81%) 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 (6.08%) Microsoft Office
2 346 (5.26%) Microsoft Excel
3 59 (0.90%) Microsoft PowerPoint
4 48 (0.73%) 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%) AutoCAD
8 9 (0.14%) SOLIDWORKS
9 8 (0.12%) Adobe Illustrator
9 8 (0.12%) Fusion 360
10 6 (0.091%) Trello
11 5 (0.076%) Photoshop
12 4 (0.061%) Maya
12 4 (0.061%) Simulink
13 3 (0.046%) Autodesk Inventor
13 3 (0.046%) Blender
14 2 (0.030%) Adobe XD
14 2 (0.030%) Sketch
Business Applications
1 65 (0.99%) SAP S/4HANA
2 63 (0.96%) Dynamics CRM
3 32 (0.49%) 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 1,401 (21.28%) Azure
2 1,029 (15.63%) Microsoft 365
3 837 (12.71%) AWS
4 494 (7.50%) Power Platform
5 324 (4.92%) SaaS
6 284 (4.31%) GCP
7 282 (4.28%) Entra ID
8 176 (2.67%) Serverless
9 168 (2.55%) Azure DevOps
10 142 (2.16%) GitHub
11 134 (2.04%) Dynamics 365
12 117 (1.78%) Power Automate
13 97 (1.47%) PowerApps
14 91 (1.38%) Amazon S3
15 84 (1.28%) Google Workspace
16 82 (1.25%) OneDrive
17 76 (1.15%) PaaS
18 72 (1.09%) AWS Lambda
18 72 (1.09%) IaaS
19 70 (1.06%) GitHub Actions
Communications & Networking
1 405 (6.15%) Firewall
2 379 (5.76%) DNS
3 320 (4.86%) DHCP
4 259 (3.93%) VPN
5 224 (3.40%) WAN
6 199 (3.02%) Wi-Fi
7 195 (2.96%) TCP/IP
8 194 (2.95%) LAN
9 178 (2.70%) Broadband
10 125 (1.90%) VLAN
11 120 (1.82%) Wireless
12 103 (1.56%) VoIP
13 84 (1.28%) Network Security
14 66 (1.00%) SD-WAN
15 49 (0.74%) SAN
16 44 (0.67%) BGP
17 43 (0.65%) Internet
17 43 (0.65%) 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%) Tableau
5 108 (1.64%) NoSQL
6 96 (1.46%) PostgreSQL
7 87 (1.32%) Amazon RDS
7 87 (1.32%) MySQL
8 83 (1.26%) Relational Database
9 75 (1.14%) SQL Server Reporting Services
10 67 (1.02%) SQL Server Integration Services
11 57 (0.87%) Big Data
12 52 (0.79%) Power Query
13 51 (0.77%) MongoDB
14 44 (0.67%) Amazon Redshift
15 40 (0.61%) DynamoDB
16 39 (0.59%) Azure SQL Database
16 39 (0.59%) Data Lake
17 38 (0.58%) Metadata
18 24 (0.36%) BigQuery
Development Applications
1 281 (4.27%) Git
2 209 (3.17%) 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%) Chocolatey
7 20 (0.30%) Cucumber
7 20 (0.30%) JUnit
8 19 (0.29%) Cypress.io
8 19 (0.29%) Maven
8 19 (0.29%) Visual Studio
9 16 (0.24%) Burp Suite
9 16 (0.24%) Metasploit
10 15 (0.23%) CircleCI
11 14 (0.21%) SonarQube
11 14 (0.21%) Subversion
12 13 (0.20%) Bitbucket
12 13 (0.20%) SQL Server Management Studio (SSMS)
12 13 (0.20%) TeamCity
General
1 3,053 (46.38%) Social Skills
2 1,947 (29.58%) Analytical Skills
3 1,344 (20.42%) Finance
4 424 (6.44%) Organisational Skills
5 363 (5.51%) Inclusion and Diversity
6 356 (5.41%) Manufacturing
7 331 (5.03%) Law
8 323 (4.91%) Marketing
9 283 (4.30%) Retail
10 271 (4.12%) Legal
11 269 (4.09%) Public Sector
12 267 (4.06%) Banking
13 165 (2.51%) Telecoms
14 142 (2.16%) Electronics
15 136 (2.07%) Presentation Skills
16 113 (1.72%) Influencing Skills
17 104 (1.58%) Documentation Skills
18 87 (1.32%) Advertising
19 85 (1.29%) Aerospace
20 75 (1.14%) Games
Job Titles
1 857 (13.02%) Analyst
2 828 (12.58%) Senior
3 674 (10.24%) IT Support
4 622 (9.45%) Developer
5 583 (8.86%) Support Engineer
6 413 (6.27%) IT Engineer
7 403 (6.12%) Lead
8 323 (4.91%) IT Support Engineer
9 296 (4.50%) Consultant
10 242 (3.68%) Support Analyst
11 238 (3.62%) Support Technician
12 231 (3.51%) Architect
13 224 (3.40%) Software Engineer
14 215 (3.27%) Systems Engineer
15 188 (2.86%) Infrastructure Engineer
16 176 (2.67%) IT Technician
17 174 (2.64%) Technical Support
18 159 (2.42%) 2nd Line Support
18 159 (2.42%) Business Analyst
19 158 (2.40%) Administrator
Libraries, Frameworks & Software Standards
1 265 (4.03%) .NET
2 253 (3.84%) React
3 213 (3.24%) HTML
4 183 (2.78%) CSS
5 174 (2.64%) REST
6 136 (2.07%) Node.js
7 127 (1.93%) RESTful
8 96 (1.46%) SOAP
9 85 (1.29%) Middleware
10 83 (1.26%) JSON
11 81 (1.23%) Spring
12 69 (1.05%) AngularJS
12 69 (1.05%) Vue
13 68 (1.03%) XML
14 65 (0.99%) Kafka
15 61 (0.93%) OAuth
16 58 (0.88%) Web Services
17 56 (0.85%) gRPC
18 52 (0.79%) EDI
19 50 (0.76%) Spring Boot
Miscellaneous
1 398 (6.05%) Driving Licence
2 378 (5.74%) Onboarding
3 300 (4.56%) Self-Motivation
4 239 (3.63%) Management Information System
5 220 (3.34%) Cloud Native
6 193 (2.93%) Product Ownership
7 165 (2.51%) Data Centre
8 154 (2.34%) Distributed Systems
9 136 (2.07%) Legacy Systems
10 128 (1.94%) Analytical Mindset
11 97 (1.47%) Mobile App
12 92 (1.40%) Social Media
13 84 (1.28%) Data Structures
14 80 (1.22%) Enterprise Software
15 72 (1.09%) Algorithms
16 71 (1.08%) Low-Code
16 71 (1.08%) Security Posture
17 67 (1.02%) Virtual Team
18 62 (0.94%) Public Cloud
19 60 (0.91%) Video\Live Streaming
Operating Systems
1 1,027 (15.60%) Windows
2 432 (6.56%) Windows Server
3 425 (6.46%) Linux
4 164 (2.49%) Windows 10
5 115 (1.75%) Windows Server 2016
6 106 (1.61%) Android
7 82 (1.25%) Apple iOS
7 82 (1.25%) Mac OS
8 64 (0.97%) Windows Server 2019
9 46 (0.70%) 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 1,267 (19.25%) Continuous Improvement
2 1,046 (15.89%) Agile
3 949 (14.42%) Customer Service
4 736 (11.18%) AI
5 725 (11.01%) Mentoring
6 717 (10.89%) CI/CD
7 711 (10.80%) Decision-Making
8 631 (9.59%) Analytics
9 626 (9.51%) DevOps
10 558 (8.48%) Software Engineering
11 549 (8.34%) Stakeholder Management
12 540 (8.20%) ITIL
13 515 (7.82%) Roadmaps
14 508 (7.72%) Computer Science
15 483 (7.34%) Project Management
16 460 (6.99%) Business Intelligence
17 455 (6.91%) Cybersecurity
18 445 (6.76%) Coaching
19 428 (6.50%) Collaborative Working
20 378 (5.74%) ERP
Programming Languages
1 1,025 (15.57%) Python
2 975 (14.81%) SQL
3 446 (6.78%) JavaScript
4 339 (5.15%) Java
5 326 (4.95%) C#
6 301 (4.57%) PowerShell
7 199 (3.02%) TypeScript
8 157 (2.38%) Bash
9 131 (1.99%) C++
10 91 (1.38%) PHP
11 87 (1.32%) Go
12 64 (0.97%) Scala
13 57 (0.87%) C
13 57 (0.87%) Data Analysis Expressions
14 49 (0.74%) T-SQL
15 45 (0.68%) PL/SQL
15 45 (0.68%) R
16 41 (0.62%) Rust
17 37 (0.56%) Apex Code
18 36 (0.55%) Kotlin
Qualifications
1 1,109 (16.85%) Degree
2 509 (7.73%) Security Cleared
3 346 (5.26%) SC Cleared
4 254 (3.86%) Computer Science Degree
5 225 (3.42%) DBS Check
6 190 (2.89%) Microsoft Certification
7 115 (1.75%) DV Cleared
8 112 (1.70%) Cisco Certification
8 112 (1.70%) CISSP
9 111 (1.69%) Master's Degree
10 90 (1.37%) 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 64 (0.97%) ACCA
15 59 (0.90%) CIMA
16 56 (0.85%) HNC
16 56 (0.85%) Network+ Certification
Quality Assurance & Compliance
1 349 (5.30%) QA
2 317 (4.82%) Data Quality
3 263 (4.00%) GDPR
4 198 (3.01%) SLA
5 170 (2.58%) Cyber Essentials
6 156 (2.37%) ISO/IEC 27001
7 147 (2.23%) Accessibility
8 139 (2.11%) NIST
9 124 (1.88%) PCI DSS
10 47 (0.71%) Cyber Essentials PLUS
11 41 (0.62%) 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 14 (0.21%) IFRS
19 12 (0.18%) Sarbanes-Oxley
19 12 (0.18%) TickIT
System Software
1 695 (10.56%) Active Directory
2 288 (4.37%) Docker
3 221 (3.36%) Hyper-V
4 204 (3.10%) 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
2 248 (3.77%) Microsoft Intune
3 244 (3.71%) Kubernetes
4 142 (2.16%) Ansible
5 89 (1.35%) Grafana
6 80 (1.22%) SCCM
7 54 (0.82%) Prometheus
8 37 (0.56%) Nagios
9 33 (0.50%) Single Sign-On
10 20 (0.30%) Active Directory Federation Services
11 18 (0.27%) Kibana
12 15 (0.23%) Jamf Pro
13 14 (0.21%) Autotask
13 14 (0.21%) FortiGate
13 14 (0.21%) vCenter Server
14 12 (0.18%) Puppet
15 11 (0.17%) Argo
15 11 (0.17%) Nessus
16 10 (0.15%) Docker Swarm
16 10 (0.15%) Kubeflow
Vendors
1 1,756 (26.67%) Microsoft
2 299 (4.54%) VMware
3 181 (2.75%) Oracle
4 170 (2.58%) Google
5 156 (2.37%) SAP
6 153 (2.32%) Cisco
7 141 (2.14%) Salesforce
8 128 (1.94%) ServiceNow
9 126 (1.91%) SolarWinds
10 119 (1.81%) Veeam
11 112 (1.70%) Databricks
12 108 (1.64%) Splunk
13 80 (1.22%) Apple
14 64 (0.97%) Adobe
15 58 (0.88%) Dell
16 57 (0.87%) Nimble Storage
16 57 (0.87%) Tanium
17 56 (0.85%) Brocade
18 52 (0.79%) Meraki
19 51 (0.77%) Red Hat