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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 9 4 8
Rank change year-on-year -5 +4 +5
Permanent jobs citing Problem-Solving 6,757 7,921 13,716
As % of all permanent jobs in England 8.12% 20.03% 14.46%
As % of the Processes & Methodologies category 11.12% 21.61% 17.65%
Number of salaries quoted 4,807 4,462 8,563
10th Percentile £27,250 £26,500 £26,000
25th Percentile £32,500 £32,500 £32,750
Median annual salary (50th Percentile) £47,500 £50,000 £49,500
Median % change year-on-year -5.00% +1.01% -10.00%
75th Percentile £67,875 £70,000 £67,500
90th Percentile £87,500 £87,500 £84,964
UK median annual salary £47,500 £50,000 £48,812
% change year-on-year -5.00% +2.43% -11.25%

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 60,775 36,652 77,733
As % of all permanent jobs advertised in England 73.04% 92.67% 81.96%
Number of salaries quoted 42,765 20,021 56,403
10th Percentile £30,750 £29,000 £29,288
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -12.00%
75th Percentile £80,000 £78,750 £72,500
90th Percentile £100,000 £100,000 £92,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.54%

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 17 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 17 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 -6 1,951 £70,000 +7.69% 1,207
North of England -9 1,393 £42,500 -3.41% 1,165
South East -5 1,248 £45,000 +5.88% 1,379
Midlands -9 952 £42,000 -2.33% 780
North West -7 720 £45,000 -3.23% 578
South West -6 611 £43,750 +10.76% 555
West Midlands -9 544 £42,500 -5.56% 393
East of England -3 520 £45,000 +28.57% 683
Yorkshire -13 506 £41,000 +17.14% 387
East Midlands -11 405 £35,000 -6.67% 387
North East -14 167 £48,500 +21.25% 214
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
1 372 (5.51%) Microsoft Exchange
2 365 (5.40%) SharePoint
3 79 (1.17%) Confluence
4 64 (0.95%) CMS
5 51 (0.75%) Apache
6 40 (0.59%) Apache Airflow
7 35 (0.52%) IIS
8 34 (0.50%) Apache Spark
9 30 (0.44%) WordPress
10 16 (0.24%) SAS
11 14 (0.21%) Palantir Foundry
12 11 (0.16%) Oracle SOA Suite
13 10 (0.15%) Exchange Server 2013
14 8 (0.12%) Exchange Server 2007
14 8 (0.12%) Exchange Server 2010
15 7 (0.10%) nginx
15 7 (0.10%) OpenEdge
16 6 (0.089%) Drupal
16 6 (0.089%) Moodle
16 6 (0.089%) WebLogic
Applications
1 414 (6.13%) Microsoft Office
2 365 (5.40%) Microsoft Excel
3 64 (0.95%) Microsoft PowerPoint
4 45 (0.67%) Spreadsheet
5 36 (0.53%) MS Visio
6 32 (0.47%) Microsoft Project
7 14 (0.21%) Chatbot
8 9 (0.13%) Adobe Creative Suite
8 9 (0.13%) AutoCAD
8 9 (0.13%) SOLIDWORKS
9 8 (0.12%) Adobe Illustrator
10 7 (0.10%) Trello
11 6 (0.089%) Fusion 360
11 6 (0.089%) Simulink
12 5 (0.074%) Photoshop
13 3 (0.044%) Autodesk Inventor
13 3 (0.044%) Blender
13 3 (0.044%) Maya
14 2 (0.030%) Lightworks
14 2 (0.030%) Windchill
Business Applications
1 68 (1.01%) SAP S/4HANA
2 63 (0.93%) Dynamics CRM
3 36 (0.53%) NetSuite
4 20 (0.30%) Oracle EBS
4 20 (0.30%) Shopify
5 18 (0.27%) Salesforce CRM
6 16 (0.24%) Magento
7 15 (0.22%) Dynamics NAV
8 14 (0.21%) SAP ERP
9 13 (0.19%) iTrent
10 11 (0.16%) Maximo
11 10 (0.15%) SAP CO
12 9 (0.13%) IBM Planning Analytics
13 8 (0.12%) Dynamics AX
13 8 (0.12%) Sage 50
13 8 (0.12%) SAP Business One
13 8 (0.12%) Workday HCM
14 7 (0.10%) Elite 3E
14 7 (0.10%) Fidessa
14 7 (0.10%) Oracle Applications
Cloud Services
1 1,465 (21.68%) Azure
2 1,076 (15.92%) Microsoft 365
3 863 (12.77%) AWS
4 512 (7.58%) Power Platform
5 319 (4.72%) SaaS
6 297 (4.40%) Entra ID
7 294 (4.35%) GCP
8 174 (2.58%) Serverless
9 164 (2.43%) Azure DevOps
10 147 (2.18%) GitHub
11 139 (2.06%) Dynamics 365
12 123 (1.82%) Power Automate
13 103 (1.52%) PowerApps
14 90 (1.33%) OneDrive
15 89 (1.32%) Amazon S3
16 79 (1.17%) Google Workspace
17 75 (1.11%) GitHub Actions
18 73 (1.08%) PaaS
19 70 (1.04%) AWS Lambda
20 68 (1.01%) IaaS
Communications & Networking
1 443 (6.56%) Firewall
2 400 (5.92%) DNS
3 346 (5.12%) DHCP
4 277 (4.10%) VPN
5 227 (3.36%) WAN
6 210 (3.11%) TCP/IP
7 204 (3.02%) Wi-Fi
8 201 (2.97%) LAN
9 182 (2.69%) Broadband
10 132 (1.95%) VLAN
11 130 (1.92%) Wireless
12 108 (1.60%) VoIP
13 94 (1.39%) Network Security
14 62 (0.92%) SD-WAN
15 47 (0.70%) Internet
16 46 (0.68%) BGP
17 44 (0.65%) OSPF
17 44 (0.65%) SAN
18 34 (0.50%) HTTP
19 29 (0.43%) VXLAN
Database & Business Intelligence
1 408 (6.04%) Power BI
2 291 (4.31%) SQL Server
3 128 (1.89%) Data Warehouse
4 110 (1.63%) Tableau
5 106 (1.57%) NoSQL
6 104 (1.54%) Amazon RDS
7 92 (1.36%) PostgreSQL
8 90 (1.33%) MySQL
9 87 (1.29%) Relational Database
10 76 (1.12%) SQL Server Reporting Services
11 66 (0.98%) SQL Server Integration Services
12 54 (0.80%) MongoDB
12 54 (0.80%) Power Query
13 52 (0.77%) Big Data
14 45 (0.67%) Azure SQL Database
15 41 (0.61%) Amazon Redshift
16 40 (0.59%) Data Lake
16 40 (0.59%) Metadata
17 35 (0.52%) DynamoDB
18 24 (0.36%) Db2
Development Applications
1 278 (4.11%) Git
2 207 (3.06%) JIRA
3 98 (1.45%) Jenkins
4 96 (1.42%) GitLab
5 30 (0.44%) Rational DOORS
6 24 (0.36%) Selenium
7 21 (0.31%) JUnit
8 20 (0.30%) Cucumber
9 19 (0.28%) Cypress.io
10 18 (0.27%) Chocolatey
10 18 (0.27%) Maven
10 18 (0.27%) Visual Studio
11 16 (0.24%) Burp Suite
11 16 (0.24%) Metasploit
12 15 (0.22%) Claude Code
12 15 (0.22%) Subversion
13 14 (0.21%) CircleCI
13 14 (0.21%) Eclipse
13 14 (0.21%) SQL Server Management Studio (SSMS)
14 13 (0.19%) SonarQube
General
1 3,168 (46.88%) Social Skills
2 1,969 (29.14%) Analytical Skills
3 1,343 (19.88%) Finance
4 428 (6.33%) Organisational Skills
5 380 (5.62%) Manufacturing
6 366 (5.42%) Inclusion and Diversity
7 325 (4.81%) Law
8 308 (4.56%) Marketing
9 298 (4.41%) Retail
10 280 (4.14%) Legal
11 273 (4.04%) Public Sector
12 264 (3.91%) Banking
13 159 (2.35%) Telecoms
14 135 (2.00%) Presentation Skills
15 134 (1.98%) Electronics
16 123 (1.82%) Influencing Skills
17 110 (1.63%) Documentation Skills
18 91 (1.35%) Aerospace
19 86 (1.27%) Advertising
20 78 (1.15%) Games
Job Titles
1 890 (13.17%) Analyst
2 831 (12.30%) Senior
3 686 (10.15%) IT Support
4 647 (9.58%) Developer
5 588 (8.70%) Support Engineer
6 413 (6.11%) IT Engineer
7 410 (6.07%) Lead
8 325 (4.81%) IT Support Engineer
9 296 (4.38%) Consultant
10 246 (3.64%) Support Analyst
11 240 (3.55%) Support Technician
12 236 (3.49%) Architect
13 229 (3.39%) Software Engineer
13 229 (3.39%) Systems Engineer
14 189 (2.80%) Technical Support
15 181 (2.68%) IT Technician
16 180 (2.66%) Infrastructure Engineer
17 163 (2.41%) Administrator
18 162 (2.40%) 2nd Line Support
18 162 (2.40%) Senior Developer
Libraries, Frameworks & Software Standards
1 272 (4.03%) .NET
2 265 (3.92%) React
3 215 (3.18%) HTML
4 186 (2.75%) REST
5 181 (2.68%) CSS
6 142 (2.10%) Node.js
7 132 (1.95%) RESTful
8 101 (1.49%) SOAP
9 95 (1.41%) Middleware
10 85 (1.26%) JSON
11 83 (1.23%) Spring
12 76 (1.12%) Vue
13 72 (1.07%) AngularJS
14 68 (1.01%) XML
15 64 (0.95%) Kafka
16 63 (0.93%) Web Services
17 62 (0.92%) OAuth
18 55 (0.81%) gRPC
19 53 (0.78%) Spring Boot
20 49 (0.73%) EDI
Miscellaneous
1 400 (5.92%) Driving Licence
2 381 (5.64%) Onboarding
3 313 (4.63%) Self-Motivation
4 256 (3.79%) Management Information System
5 242 (3.58%) Cloud Native
6 187 (2.77%) Product Ownership
7 165 (2.44%) Data Centre
8 157 (2.32%) Distributed Systems
9 149 (2.21%) Legacy Systems
10 119 (1.76%) Analytical Mindset
11 98 (1.45%) Mobile App
12 90 (1.33%) Security Posture
13 86 (1.27%) Data Structures
14 85 (1.26%) Social Media
15 80 (1.18%) Enterprise Software
16 74 (1.10%) Algorithms
17 68 (1.01%) Low-Code
18 65 (0.96%) Virtual Team
19 63 (0.93%) Public Cloud
20 62 (0.92%) Video\Live Streaming
Operating Systems
1 1,076 (15.92%) Windows
2 472 (6.99%) Windows Server
3 450 (6.66%) Linux
4 167 (2.47%) Windows 10
5 129 (1.91%) Windows Server 2016
6 107 (1.58%) Android
7 89 (1.32%) Apple iOS
8 87 (1.29%) Mac OS
9 65 (0.96%) Windows Server 2019
10 43 (0.64%) Unix
11 40 (0.59%) Red Hat Enterprise Linux
12 32 (0.47%) CentOS
12 32 (0.47%) Ubuntu
13 29 (0.43%) Windows Server 2012
14 26 (0.38%) VMS
15 14 (0.21%) Mac OS X
15 14 (0.21%) Windows 7
16 12 (0.18%) Debian
17 7 (0.10%) Windows 8
17 7 (0.10%) Windows Server 2008
Processes & Methodologies
1 1,369 (20.26%) Continuous Improvement
2 1,063 (15.73%) Agile
3 987 (14.61%) Customer Service
4 752 (11.13%) Mentoring
5 745 (11.03%) AI
6 733 (10.85%) CI/CD
7 721 (10.67%) Decision-Making
8 638 (9.44%) Analytics
9 630 (9.32%) DevOps
10 588 (8.70%) Software Engineering
11 572 (8.47%) Stakeholder Management
12 553 (8.18%) ITIL
13 527 (7.80%) Roadmaps
14 515 (7.62%) Computer Science
15 508 (7.52%) Cybersecurity
16 493 (7.30%) Project Management
17 474 (7.01%) Business Intelligence
18 441 (6.53%) Collaborative Working
19 437 (6.47%) Coaching
20 396 (5.86%) ERP
Programming Languages
1 1,031 (15.26%) Python
2 1,014 (15.01%) SQL
3 457 (6.76%) JavaScript
4 343 (5.08%) Java
5 341 (5.05%) C#
6 311 (4.60%) PowerShell
7 206 (3.05%) TypeScript
8 162 (2.40%) Bash
9 140 (2.07%) C++
10 93 (1.38%) PHP
11 87 (1.29%) Go
12 60 (0.89%) C
13 59 (0.87%) Scala
14 58 (0.86%) Data Analysis Expressions
15 51 (0.75%) T-SQL
16 47 (0.70%) PL/SQL
17 43 (0.64%) R
18 40 (0.59%) Rust
19 37 (0.55%) Kotlin
20 35 (0.52%) Apex Code
Qualifications
1 1,114 (16.49%) Degree
2 545 (8.07%) Security Cleared
3 376 (5.56%) SC Cleared
4 260 (3.85%) Computer Science Degree
5 224 (3.32%) DBS Check
6 188 (2.78%) Microsoft Certification
7 119 (1.76%) Cisco Certification
7 119 (1.76%) CISSP
8 115 (1.70%) DV Cleared
9 109 (1.61%) Master's Degree
10 99 (1.47%) Azure Certification
11 83 (1.23%) PMI Certification
12 82 (1.21%) BPSS Clearance
13 75 (1.11%) CCNA
14 73 (1.08%) A+ Certification
14 73 (1.08%) PMP
15 69 (1.02%) ACCA
16 64 (0.95%) CIMA
17 57 (0.84%) CompTIA Security+
17 57 (0.84%) HNC
Quality Assurance & Compliance
1 368 (5.45%) QA
2 325 (4.81%) Data Quality
3 274 (4.06%) GDPR
4 196 (2.90%) SLA
5 195 (2.89%) Cyber Essentials
6 174 (2.58%) ISO/IEC 27001
7 163 (2.41%) Accessibility
8 147 (2.18%) PCI DSS
9 144 (2.13%) NIST
10 51 (0.75%) Cyber Essentials PLUS
11 44 (0.65%) PMO
12 36 (0.53%) ISO 9001
13 30 (0.44%) GRC
13 30 (0.44%) SOC 2
14 24 (0.36%) COBIT
15 20 (0.30%) Actionable Recommendations
15 20 (0.30%) GMP
16 16 (0.24%) Sarbanes-Oxley
17 15 (0.22%) IFRS
18 12 (0.18%) PERC
System Software
1 736 (10.89%) Active Directory
2 303 (4.48%) Docker
3 249 (3.69%) Hyper-V
4 215 (3.18%) VMware Infrastructure
5 70 (1.04%) Terminal Server
6 47 (0.70%) Virtual Desktop
7 35 (0.52%) Firmware
8 27 (0.40%) Virtual Machines
9 25 (0.37%) vSphere
10 15 (0.22%) KVM
10 15 (0.22%) VMware ESXi
11 10 (0.15%) IAG
12 8 (0.12%) Embedded Firmware
13 7 (0.10%) VMware Workstation
13 7 (0.10%) XenApp
14 6 (0.089%) VMware NSX
15 5 (0.074%) ClearTrust
16 4 (0.059%) Microsoft Virtual Server
16 4 (0.059%) Virtual Servers
17 3 (0.044%) Slurm Workload Manager
Systems Management
1 298 (4.41%) Terraform
2 258 (3.82%) Kubernetes
3 257 (3.80%) Microsoft Intune
4 147 (2.18%) Ansible
5 93 (1.38%) Grafana
6 80 (1.18%) SCCM
7 59 (0.87%) Prometheus
8 34 (0.50%) Nagios
9 31 (0.46%) Single Sign-On
10 19 (0.28%) Active Directory Federation Services
10 19 (0.28%) FortiGate
11 17 (0.25%) Kibana
12 16 (0.24%) Jamf Pro
13 15 (0.22%) vCenter Server
14 14 (0.21%) Argo
14 14 (0.21%) Autotask
15 12 (0.18%) Kubeflow
15 12 (0.18%) Puppet
16 11 (0.16%) Nessus
17 10 (0.15%) ZABBIX
Vendors
1 1,846 (27.32%) Microsoft
2 324 (4.80%) VMware
3 187 (2.77%) Oracle
4 171 (2.53%) Google
5 157 (2.32%) SAP
6 154 (2.28%) Cisco
7 141 (2.09%) Salesforce
8 136 (2.01%) SolarWinds
9 128 (1.89%) Veeam
10 124 (1.84%) ServiceNow
11 123 (1.82%) Splunk
12 105 (1.55%) Databricks
13 82 (1.21%) Apple
14 73 (1.08%) Tanium
15 71 (1.05%) Nimble Storage
16 70 (1.04%) Brocade
17 63 (0.93%) Adobe
18 55 (0.81%) Dell
19 50 (0.74%) Red Hat
20 48 (0.71%) Meraki