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 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 8 4 8
Rank change year-on-year -4 +4 +6
Permanent jobs citing Problem-Solving 7,106 8,055 13,580
As % of all permanent jobs in England 8.28% 19.42% 14.67%
As % of the Processes & Methodologies category 11.23% 21.25% 17.83%
Number of salaries quoted 5,100 4,587 8,414
10th Percentile £27,500 £26,500 £26,000
25th Percentile £32,500 £32,500 £33,031
Median annual salary (50th Percentile) £47,500 £50,000 £50,000
Median % change year-on-year -5.00% - -9.09%
75th Percentile £67,500 £70,000 £67,500
90th Percentile £86,250 £88,000 £84,964
UK median annual salary £47,500 £50,000 £49,274
% change year-on-year -5.00% +1.47% -10.41%

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 63,256 37,900 76,178
As % of all permanent jobs advertised in England 73.69% 91.38% 82.28%
Number of salaries quoted 44,700 21,237 54,996
10th Percentile £31,000 £28,889 £29,500
25th Percentile £41,250 £39,926 £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 £77,500 £72,500
90th Percentile £100,000 £100,000 £93,750
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.09%

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 2 July 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 2 July 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 1,996 £70,000 +7.69% 1,293
North of England -8 1,464 £44,447 +4.58% 701
South East -4 1,351 £45,000 +5.88% 839
Midlands -8 1,003 £42,000 -1.18% 466
North West -7 767 £45,000 -2.17% 389
South West -6 645 £44,000 +17.33% 340
West Midlands -9 570 £42,500 -5.56% 259
East of England -3 562 £44,750 +27.86% 286
Yorkshire -11 513 £42,500 +21.43% 221
East Midlands -10 430 £35,000 -4.11% 208
North East -15 184 £50,000 +25.00% 108
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
1 397 (5.59%) SharePoint
2 385 (5.42%) Microsoft Exchange
3 79 (1.11%) Confluence
4 66 (0.93%) CMS
5 53 (0.75%) Apache
6 40 (0.56%) Apache Airflow
7 38 (0.53%) Apache Spark
8 37 (0.52%) IIS
9 33 (0.46%) WordPress
10 17 (0.24%) SAS
11 15 (0.21%) Palantir Foundry
12 11 (0.15%) Oracle SOA Suite
13 10 (0.14%) Exchange Server 2013
13 10 (0.14%) WebLogic
13 10 (0.14%) WebSphere
14 8 (0.11%) Exchange Server 2007
14 8 (0.11%) Exchange Server 2010
15 7 (0.099%) nginx
15 7 (0.099%) OpenEdge
16 6 (0.084%) Drupal
Applications
1 442 (6.22%) Microsoft Office
2 395 (5.56%) Microsoft Excel
3 71 (1.00%) Microsoft PowerPoint
4 41 (0.58%) Spreadsheet
5 32 (0.45%) MS Visio
6 28 (0.39%) Microsoft Project
7 15 (0.21%) Chatbot
8 10 (0.14%) AutoCAD
9 9 (0.13%) Simulink
9 9 (0.13%) SOLIDWORKS
10 8 (0.11%) Adobe Creative Suite
10 8 (0.11%) Adobe Illustrator
10 8 (0.11%) Trello
11 5 (0.070%) Fusion 360
11 5 (0.070%) Lightworks
11 5 (0.070%) Photoshop
12 3 (0.042%) Autodesk Inventor
12 3 (0.042%) Blender
12 3 (0.042%) Maya
12 3 (0.042%) Windchill
Business Applications
1 78 (1.10%) SAP S/4HANA
2 64 (0.90%) Dynamics CRM
3 41 (0.58%) NetSuite
4 22 (0.31%) Oracle EBS
5 20 (0.28%) Shopify
6 16 (0.23%) Magento
7 15 (0.21%) Dynamics NAV
7 15 (0.21%) Salesforce CRM
8 14 (0.20%) iTrent
8 14 (0.20%) SAP ERP
9 11 (0.15%) IBM Planning Analytics
9 11 (0.15%) Maximo
10 10 (0.14%) Dynamics AX
10 10 (0.14%) Elite 3E
11 9 (0.13%) Oracle Applications
11 9 (0.13%) SAP Business One
11 9 (0.13%) SAP CO
11 9 (0.13%) Workday HCM
12 8 (0.11%) Sage 50
13 7 (0.099%) JDE EnterpriseOne
Cloud Services
1 1,544 (21.73%) Azure
2 1,152 (16.21%) Microsoft 365
3 915 (12.88%) AWS
4 550 (7.74%) Power Platform
5 335 (4.71%) SaaS
6 328 (4.62%) Entra ID
7 323 (4.55%) GCP
8 177 (2.49%) Serverless
9 161 (2.27%) Azure DevOps
10 154 (2.17%) GitHub
11 143 (2.01%) Dynamics 365
12 135 (1.90%) Power Automate
13 117 (1.65%) PowerApps
14 97 (1.37%) OneDrive
15 96 (1.35%) Amazon S3
16 79 (1.11%) GitHub Actions
17 77 (1.08%) Microsoft Copilot
18 76 (1.07%) PaaS
19 74 (1.04%) AWS Lambda
20 73 (1.03%) Google Workspace
Communications & Networking
1 484 (6.81%) Firewall
2 423 (5.95%) DNS
3 366 (5.15%) DHCP
4 303 (4.26%) VPN
5 239 (3.36%) WAN
6 238 (3.35%) TCP/IP
7 223 (3.14%) Wi-Fi
8 220 (3.10%) LAN
9 172 (2.42%) Broadband
10 148 (2.08%) VLAN
11 147 (2.07%) Wireless
12 108 (1.52%) Network Security
13 106 (1.49%) VoIP
14 57 (0.80%) SD-WAN
15 50 (0.70%) Internet
16 46 (0.65%) BGP
17 44 (0.62%) OSPF
18 41 (0.58%) SAN
19 39 (0.55%) HTTP
20 30 (0.42%) Structured Cabling
Database & Business Intelligence
1 441 (6.21%) Power BI
2 325 (4.57%) SQL Server
3 138 (1.94%) Data Warehouse
4 106 (1.49%) Amazon RDS
5 105 (1.48%) Tableau
6 104 (1.46%) MySQL
7 100 (1.41%) NoSQL
7 100 (1.41%) Relational Database
8 99 (1.39%) PostgreSQL
9 86 (1.21%) SQL Server Reporting Services
10 79 (1.11%) SQL Server Integration Services
11 56 (0.79%) Power Query
12 54 (0.76%) MongoDB
13 51 (0.72%) Azure SQL Database
14 49 (0.69%) Big Data
15 44 (0.62%) Data Lake
16 38 (0.53%) Amazon Redshift
17 33 (0.46%) DynamoDB
18 31 (0.44%) Metadata
19 30 (0.42%) Elasticsearch
Development Applications
1 290 (4.08%) Git
2 215 (3.03%) JIRA
3 103 (1.45%) Jenkins
4 102 (1.44%) GitLab
5 28 (0.39%) Rational DOORS
6 25 (0.35%) Cucumber
7 24 (0.34%) Selenium
8 22 (0.31%) JUnit
9 21 (0.30%) Cypress.io
9 21 (0.30%) Eclipse
9 21 (0.30%) Subversion
10 18 (0.25%) Visual Studio
11 17 (0.24%) Chocolatey
11 17 (0.24%) SonarQube
12 16 (0.23%) Claude Code
12 16 (0.23%) Maven
13 14 (0.20%) CircleCI
13 14 (0.20%) Metasploit
13 14 (0.20%) Postman
13 14 (0.20%) SQL Server Management Studio (SSMS)
General
1 3,355 (47.21%) Social Skills
2 2,030 (28.57%) Analytical Skills
3 1,374 (19.34%) Finance
4 449 (6.32%) Organisational Skills
5 438 (6.16%) Manufacturing
6 374 (5.26%) Inclusion and Diversity
7 342 (4.81%) Law
8 325 (4.57%) Retail
9 301 (4.24%) Marketing
10 289 (4.07%) Legal
11 282 (3.97%) Public Sector
12 267 (3.76%) Banking
13 157 (2.21%) Telecoms
14 136 (1.91%) Electronics
14 136 (1.91%) Presentation Skills
15 134 (1.89%) Influencing Skills
16 115 (1.62%) Documentation Skills
17 99 (1.39%) Aerospace
18 93 (1.31%) Advertising
19 81 (1.14%) Games
Job Titles
1 917 (12.90%) Analyst
2 864 (12.16%) Senior
3 724 (10.19%) IT Support
4 688 (9.68%) Developer
5 610 (8.58%) Support Engineer
6 433 (6.09%) IT Engineer
7 431 (6.07%) Lead
8 334 (4.70%) IT Support Engineer
9 316 (4.45%) Consultant
10 268 (3.77%) Support Analyst
11 251 (3.53%) Software Engineer
11 251 (3.53%) Support Technician
12 236 (3.32%) Systems Engineer
13 231 (3.25%) Architect
14 210 (2.96%) Technical Support
15 198 (2.79%) IT Technician
16 177 (2.49%) Infrastructure Engineer
17 172 (2.42%) Data Engineer
18 171 (2.41%) Administrator
19 168 (2.36%) Technical Engineer
Libraries, Frameworks & Software Standards
1 286 (4.02%) .NET
2 278 (3.91%) React
3 217 (3.05%) HTML
4 203 (2.86%) REST
5 178 (2.50%) CSS
6 148 (2.08%) Node.js
7 142 (2.00%) RESTful
8 105 (1.48%) SOAP
9 101 (1.42%) Middleware
10 88 (1.24%) JSON
11 85 (1.20%) Spring
12 84 (1.18%) Vue
13 81 (1.14%) AngularJS
14 68 (0.96%) Kafka
14 68 (0.96%) Web Services
14 68 (0.96%) XML
15 60 (0.84%) OAuth
16 56 (0.79%) gRPC
17 55 (0.77%) Spring Boot
18 51 (0.72%) EDI
Miscellaneous
1 435 (6.12%) Driving Licence
2 420 (5.91%) Onboarding
3 347 (4.88%) Self-Motivation
4 271 (3.81%) Cloud Native
5 260 (3.66%) Management Information System
6 191 (2.69%) Product Ownership
7 172 (2.42%) Data Centre
8 168 (2.36%) Distributed Systems
9 148 (2.08%) Legacy Systems
10 122 (1.72%) Analytical Mindset
11 101 (1.42%) Security Posture
12 91 (1.28%) Mobile App
13 89 (1.25%) Enterprise Software
14 87 (1.22%) Data Structures
15 80 (1.13%) Social Media
16 78 (1.10%) Algorithms
17 70 (0.99%) Low-Code
18 69 (0.97%) Public Cloud
19 65 (0.91%) Virtual Team
20 63 (0.89%) IoT
Operating Systems
1 1,137 (16.00%) Windows
2 496 (6.98%) Windows Server
3 482 (6.78%) Linux
4 178 (2.50%) Windows 10
5 123 (1.73%) Windows Server 2016
6 114 (1.60%) Android
7 94 (1.32%) Mac OS
8 93 (1.31%) Apple iOS
9 63 (0.89%) Windows Server 2019
10 44 (0.62%) Red Hat Enterprise Linux
10 44 (0.62%) Unix
11 31 (0.44%) CentOS
11 31 (0.44%) Ubuntu
12 29 (0.41%) VMS
13 22 (0.31%) Windows Server 2012
14 16 (0.23%) Windows 7
15 14 (0.20%) Debian
15 14 (0.20%) Mac OS X
16 7 (0.099%) FreeRTOS
16 7 (0.099%) Windows 8
Processes & Methodologies
1 1,500 (21.11%) Continuous Improvement
2 1,108 (15.59%) Agile
3 1,046 (14.72%) Customer Service
4 796 (11.20%) AI
5 795 (11.19%) Mentoring
6 778 (10.95%) CI/CD
7 756 (10.64%) Decision-Making
8 666 (9.37%) Analytics
9 657 (9.25%) DevOps
10 631 (8.88%) Software Engineering
11 621 (8.74%) Stakeholder Management
12 589 (8.29%) ITIL
13 568 (7.99%) Cybersecurity
14 551 (7.75%) Roadmaps
15 528 (7.43%) Computer Science
16 506 (7.12%) Business Intelligence
17 485 (6.83%) Project Management
18 467 (6.57%) Collaborative Working
19 442 (6.22%) Coaching
20 429 (6.04%) ERP
Programming Languages
1 1,111 (15.63%) SQL
2 1,074 (15.11%) Python
3 478 (6.73%) JavaScript
4 377 (5.31%) C#
5 357 (5.02%) Java
6 345 (4.86%) PowerShell
7 222 (3.12%) TypeScript
8 173 (2.43%) Bash
9 169 (2.38%) C++
10 96 (1.35%) PHP
11 91 (1.28%) Go
12 65 (0.91%) C
12 65 (0.91%) Data Analysis Expressions
13 60 (0.84%) T-SQL
14 55 (0.77%) Scala
15 45 (0.63%) Rust
16 43 (0.61%) PL/SQL
17 41 (0.58%) R
18 37 (0.52%) Kotlin
19 35 (0.49%) Bicep
Qualifications
1 1,125 (15.83%) Degree
2 580 (8.16%) Security Cleared
3 392 (5.52%) SC Cleared
4 268 (3.77%) Computer Science Degree
5 228 (3.21%) DBS Check
6 197 (2.77%) Microsoft Certification
7 127 (1.79%) Cisco Certification
7 127 (1.79%) CISSP
8 121 (1.70%) DV Cleared
9 113 (1.59%) Azure Certification
10 109 (1.53%) Master's Degree
11 84 (1.18%) BPSS Clearance
12 77 (1.08%) PMI Certification
13 76 (1.07%) CCNA
14 74 (1.04%) PMP
15 71 (1.00%) ACCA
16 70 (0.99%) A+ Certification
17 66 (0.93%) CIMA
18 63 (0.89%) CCNP
18 63 (0.89%) CISM
Quality Assurance & Compliance
1 389 (5.47%) QA
2 342 (4.81%) Data Quality
3 296 (4.17%) GDPR
4 207 (2.91%) SLA
5 202 (2.84%) Cyber Essentials
6 193 (2.72%) ISO/IEC 27001
7 170 (2.39%) Accessibility
8 151 (2.12%) NIST
9 149 (2.10%) PCI DSS
10 57 (0.80%) Cyber Essentials PLUS
11 50 (0.70%) PMO
12 36 (0.51%) ISO 9001
13 33 (0.46%) SOC 2
14 32 (0.45%) GRC
15 28 (0.39%) COBIT
16 21 (0.30%) GMP
17 18 (0.25%) Sarbanes-Oxley
18 16 (0.23%) Actionable Recommendations
19 15 (0.21%) IFRS
20 14 (0.20%) Good Clinical Practice
System Software
1 785 (11.05%) Active Directory
2 323 (4.55%) Docker
3 261 (3.67%) Hyper-V
4 233 (3.28%) VMware Infrastructure
5 63 (0.89%) Terminal Server
6 49 (0.69%) Virtual Desktop
7 37 (0.52%) Firmware
8 33 (0.46%) vSphere
9 30 (0.42%) Virtual Machines
10 16 (0.23%) KVM
11 14 (0.20%) VMware ESXi
12 11 (0.15%) Embedded Firmware
13 10 (0.14%) IAG
14 7 (0.099%) VMware NSX
14 7 (0.099%) VMware Workstation
14 7 (0.099%) XenApp
15 5 (0.070%) ClearTrust
16 4 (0.056%) Microsoft Virtual Server
16 4 (0.056%) Virtual Servers
17 3 (0.042%) Slurm Workload Manager
Systems Management
1 326 (4.59%) Terraform
2 282 (3.97%) Kubernetes
3 268 (3.77%) Microsoft Intune
4 158 (2.22%) Ansible
5 98 (1.38%) Grafana
6 79 (1.11%) SCCM
7 59 (0.83%) Prometheus
8 34 (0.48%) Nagios
9 31 (0.44%) Single Sign-On
10 21 (0.30%) FortiGate
11 18 (0.25%) Kibana
12 17 (0.24%) Active Directory Federation Services
12 17 (0.24%) Jamf Pro
13 14 (0.20%) Argo
13 14 (0.20%) Autotask
13 14 (0.20%) Puppet
14 13 (0.18%) vCenter Server
15 12 (0.17%) logstash
15 12 (0.17%) Proxmox
16 11 (0.15%) Kubeflow
Vendors
1 2,004 (28.20%) Microsoft
2 337 (4.74%) VMware
3 180 (2.53%) Google
3 180 (2.53%) Oracle
4 166 (2.34%) SAP
5 154 (2.17%) Cisco
6 151 (2.12%) Salesforce
7 136 (1.91%) ServiceNow
8 124 (1.75%) SolarWinds
9 122 (1.72%) Veeam
10 114 (1.60%) Splunk
11 108 (1.52%) Databricks
12 79 (1.11%) Apple
13 67 (0.94%) Tanium
14 64 (0.90%) Nimble Storage
15 63 (0.89%) Brocade
16 59 (0.83%) Dell
17 57 (0.80%) Adobe
18 56 (0.79%) Red Hat
18 56 (0.79%) Sage