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

6 months to
7 Jul 2026
Same period 2025 Same period 2024
Rank 8 4 8
Rank change year-on-year -4 +4 +5
Permanent jobs citing Problem-Solving 7,208 8,185 13,294
As % of all permanent jobs in England 8.32% 19.29% 14.60%
As % of the Processes & Methodologies category 11.26% 21.21% 17.74%
Number of salaries quoted 5,188 4,666 8,241
10th Percentile £27,500 £26,500 £26,000
25th Percentile £32,500 £32,500 £33,500
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 £88,488 £84,964
UK median annual salary £47,500 £50,000 £49,500
% change year-on-year -5.00% +1.01% -10.00%

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 63,989 38,586 74,951
As % of all permanent jobs advertised in England 73.85% 90.92% 82.33%
Number of salaries quoted 45,232 21,845 54,026
10th Percentile £31,000 £28,898 £29,629
25th Percentile £41,250 £39,679 £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 £73,346
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% -8.71%

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 7 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 7 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 -4 2,012 £70,000 +7.69% 1,185
North of England -8 1,477 £44,447 +4.58% 810
South East -4 1,381 £45,000 +5.88% 905
Midlands -7 1,023 £42,000 - 502
North West -7 775 £45,000 -2.17% 421
South West -6 659 £44,000 +17.33% 378
West Midlands -9 575 £42,500 -5.56% 261
East of England -3 570 £42,500 +21.43% 339
Yorkshire -12 517 £42,500 +21.43% 273
East Midlands -10 445 £35,000 -4.11% 241
North East -16 185 £50,500 +26.25% 132
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
1 403 (5.59%) SharePoint
2 389 (5.40%) Microsoft Exchange
3 80 (1.11%) Confluence
4 66 (0.92%) CMS
5 54 (0.75%) Apache
6 40 (0.55%) Apache Airflow
7 39 (0.54%) IIS
8 38 (0.53%) Apache Spark
9 33 (0.46%) WordPress
10 18 (0.25%) SAS
11 15 (0.21%) Palantir Foundry
12 10 (0.14%) Exchange Server 2013
12 10 (0.14%) Oracle SOA Suite
12 10 (0.14%) WebLogic
12 10 (0.14%) WebSphere
13 8 (0.11%) Exchange Server 2007
13 8 (0.11%) Exchange Server 2010
13 8 (0.11%) nginx
14 7 (0.097%) OpenEdge
15 6 (0.083%) Moodle
Applications
1 455 (6.31%) Microsoft Office
2 406 (5.63%) Microsoft Excel
3 75 (1.04%) Microsoft PowerPoint
4 41 (0.57%) Spreadsheet
5 35 (0.49%) MS Visio
6 27 (0.37%) Microsoft Project
7 15 (0.21%) Chatbot
8 11 (0.15%) AutoCAD
9 9 (0.12%) Simulink
9 9 (0.12%) SOLIDWORKS
10 8 (0.11%) Adobe Creative Suite
10 8 (0.11%) Adobe Illustrator
10 8 (0.11%) Trello
11 5 (0.069%) Fusion 360
11 5 (0.069%) Lightworks
11 5 (0.069%) 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 80 (1.11%) SAP S/4HANA
2 65 (0.90%) Dynamics CRM
3 43 (0.60%) NetSuite
4 22 (0.31%) Oracle EBS
5 20 (0.28%) Shopify
6 16 (0.22%) Magento
7 15 (0.21%) Salesforce CRM
8 14 (0.19%) Dynamics NAV
8 14 (0.19%) SAP ERP
9 13 (0.18%) iTrent
10 12 (0.17%) IBM Planning Analytics
11 11 (0.15%) Maximo
12 10 (0.14%) Dynamics AX
12 10 (0.14%) Elite 3E
13 9 (0.12%) Oracle Applications
13 9 (0.12%) SAP Business One
13 9 (0.12%) Workday HCM
14 8 (0.11%) JDE EnterpriseOne
14 8 (0.11%) Sage 50
15 7 (0.097%) SAP CO
Cloud Services
1 1,562 (21.67%) Azure
2 1,172 (16.26%) Microsoft 365
3 924 (12.82%) AWS
4 562 (7.80%) Power Platform
5 340 (4.72%) SaaS
6 335 (4.65%) Entra ID
7 329 (4.56%) GCP
8 181 (2.51%) Serverless
9 164 (2.28%) Azure DevOps
10 155 (2.15%) GitHub
11 147 (2.04%) Dynamics 365
12 135 (1.87%) Power Automate
13 118 (1.64%) PowerApps
14 100 (1.39%) OneDrive
15 97 (1.35%) Amazon S3
16 80 (1.11%) GitHub Actions
17 77 (1.07%) AWS Lambda
17 77 (1.07%) Microsoft Copilot
18 75 (1.04%) PaaS
19 73 (1.01%) AWS CloudFormation
Communications & Networking
1 500 (6.94%) Firewall
2 430 (5.97%) DNS
3 368 (5.11%) DHCP
4 308 (4.27%) VPN
5 245 (3.40%) TCP/IP
6 239 (3.32%) WAN
7 221 (3.07%) Wi-Fi
8 220 (3.05%) LAN
9 175 (2.43%) Broadband
10 150 (2.08%) Wireless
11 148 (2.05%) VLAN
12 107 (1.48%) Network Security
13 106 (1.47%) VoIP
14 56 (0.78%) SD-WAN
15 50 (0.69%) Internet
16 46 (0.64%) BGP
17 44 (0.61%) OSPF
18 40 (0.55%) HTTP
18 40 (0.55%) SAN
19 30 (0.42%) Structured Cabling
Database & Business Intelligence
1 450 (6.24%) Power BI
2 330 (4.58%) SQL Server
3 140 (1.94%) Data Warehouse
4 108 (1.50%) Amazon RDS
5 107 (1.48%) Tableau
6 105 (1.46%) MySQL
7 101 (1.40%) NoSQL
7 101 (1.40%) Relational Database
8 99 (1.37%) PostgreSQL
9 89 (1.23%) SQL Server Reporting Services
10 80 (1.11%) SQL Server Integration Services
11 58 (0.80%) Power Query
12 56 (0.78%) MongoDB
13 50 (0.69%) Azure SQL Database
13 50 (0.69%) Big Data
14 45 (0.62%) Data Lake
15 38 (0.53%) Amazon Redshift
16 33 (0.46%) DynamoDB
17 31 (0.43%) Metadata
18 30 (0.42%) Elasticsearch
Development Applications
1 289 (4.01%) Git
2 219 (3.04%) JIRA
3 105 (1.46%) Jenkins
4 104 (1.44%) GitLab
5 28 (0.39%) Rational DOORS
6 26 (0.36%) Cucumber
7 25 (0.35%) Selenium
8 22 (0.31%) Cypress.io
9 21 (0.29%) Eclipse
9 21 (0.29%) JUnit
9 21 (0.29%) Subversion
10 19 (0.26%) Visual Studio
11 17 (0.24%) Chocolatey
11 17 (0.24%) Claude Code
11 17 (0.24%) SonarQube
12 15 (0.21%) Maven
13 14 (0.19%) Burp Suite
13 14 (0.19%) CircleCI
13 14 (0.19%) Metasploit
13 14 (0.19%) Postman
General
1 3,426 (47.53%) Social Skills
2 2,062 (28.61%) Analytical Skills
3 1,387 (19.24%) Finance
4 455 (6.31%) Organisational Skills
5 449 (6.23%) Manufacturing
6 377 (5.23%) Inclusion and Diversity
7 347 (4.81%) Law
8 337 (4.68%) Retail
9 306 (4.25%) Marketing
10 286 (3.97%) Legal
11 284 (3.94%) Public Sector
12 273 (3.79%) Banking
13 164 (2.28%) Telecoms
14 144 (2.00%) Electronics
15 139 (1.93%) Presentation Skills
16 133 (1.85%) Influencing Skills
17 116 (1.61%) Documentation Skills
18 102 (1.42%) Aerospace
19 98 (1.36%) Advertising
20 84 (1.17%) Games
Job Titles
1 938 (13.01%) Analyst
2 860 (11.93%) Senior
3 734 (10.18%) IT Support
4 693 (9.61%) Developer
5 617 (8.56%) Support Engineer
6 436 (6.05%) IT Engineer
7 434 (6.02%) Lead
8 337 (4.68%) IT Support Engineer
9 319 (4.43%) Consultant
10 281 (3.90%) Support Analyst
11 256 (3.55%) Software Engineer
11 256 (3.55%) Support Technician
12 239 (3.32%) Systems Engineer
13 235 (3.26%) Architect
14 217 (3.01%) Technical Support
15 201 (2.79%) IT Technician
16 179 (2.48%) Infrastructure Engineer
17 175 (2.43%) Data Engineer
18 174 (2.41%) Technical Engineer
19 171 (2.37%) Administrator
Libraries, Frameworks & Software Standards
1 290 (4.02%) .NET
2 281 (3.90%) React
3 217 (3.01%) HTML
4 207 (2.87%) REST
5 178 (2.47%) CSS
6 149 (2.07%) Node.js
7 144 (2.00%) RESTful
8 106 (1.47%) SOAP
9 101 (1.40%) Middleware
10 88 (1.22%) JSON
11 87 (1.21%) Spring
12 86 (1.19%) Vue
13 84 (1.17%) AngularJS
14 69 (0.96%) Web Services
15 68 (0.94%) Kafka
15 68 (0.94%) XML
16 61 (0.85%) OAuth
17 56 (0.78%) gRPC
18 55 (0.76%) Spring Boot
19 52 (0.72%) ASP.NET
Miscellaneous
1 444 (6.16%) Driving Licence
2 424 (5.88%) Onboarding
3 356 (4.94%) Self-Motivation
4 280 (3.88%) Cloud Native
5 269 (3.73%) Management Information System
6 195 (2.71%) Product Ownership
7 173 (2.40%) Data Centre
8 171 (2.37%) Distributed Systems
9 146 (2.03%) Legacy Systems
10 124 (1.72%) Analytical Mindset
11 106 (1.47%) Security Posture
12 91 (1.26%) Mobile App
13 90 (1.25%) Enterprise Software
14 89 (1.23%) Data Structures
15 80 (1.11%) Algorithms
15 80 (1.11%) Social Media
16 70 (0.97%) Public Cloud
17 69 (0.96%) IoT
18 68 (0.94%) Low-Code
19 64 (0.89%) Virtual Team
Operating Systems
1 1,160 (16.09%) Windows
2 506 (7.02%) Windows Server
3 498 (6.91%) Linux
4 181 (2.51%) Windows 10
5 123 (1.71%) Windows Server 2016
6 114 (1.58%) Android
7 93 (1.29%) Apple iOS
7 93 (1.29%) Mac OS
8 61 (0.85%) Windows Server 2019
9 45 (0.62%) Unix
10 44 (0.61%) Red Hat Enterprise Linux
11 31 (0.43%) CentOS
11 31 (0.43%) Ubuntu
12 28 (0.39%) VMS
13 20 (0.28%) Windows Server 2012
14 16 (0.22%) Windows 7
15 15 (0.21%) Debian
16 14 (0.19%) Mac OS X
17 8 (0.11%) FreeRTOS
18 7 (0.097%) Windows 8
Processes & Methodologies
1 1,532 (21.25%) Continuous Improvement
2 1,122 (15.57%) Agile
3 1,070 (14.84%) Customer Service
4 813 (11.28%) AI
5 799 (11.08%) Mentoring
6 795 (11.03%) CI/CD
7 766 (10.63%) Decision-Making
8 681 (9.45%) Analytics
9 676 (9.38%) DevOps
10 646 (8.96%) Software Engineering
11 639 (8.87%) Stakeholder Management
12 605 (8.39%) ITIL
13 583 (8.09%) Cybersecurity
14 556 (7.71%) Roadmaps
15 535 (7.42%) Computer Science
16 517 (7.17%) Business Intelligence
17 493 (6.84%) Project Management
18 481 (6.67%) Collaborative Working
19 443 (6.15%) Coaching
20 437 (6.06%) Stakeholder Engagement
Programming Languages
1 1,129 (15.66%) SQL
2 1,091 (15.14%) Python
3 485 (6.73%) JavaScript
4 382 (5.30%) C#
5 360 (4.99%) Java
6 348 (4.83%) PowerShell
7 222 (3.08%) TypeScript
8 178 (2.47%) C++
9 174 (2.41%) Bash
10 95 (1.32%) PHP
11 91 (1.26%) Go
12 70 (0.97%) C
13 65 (0.90%) Data Analysis Expressions
14 60 (0.83%) T-SQL
15 55 (0.76%) Scala
16 45 (0.62%) Rust
17 41 (0.57%) PL/SQL
18 40 (0.55%) R
19 36 (0.50%) Bicep
19 36 (0.50%) Kotlin
Qualifications
1 1,138 (15.79%) Degree
2 590 (8.19%) Security Cleared
3 399 (5.54%) SC Cleared
4 274 (3.80%) Computer Science Degree
5 232 (3.22%) DBS Check
6 197 (2.73%) Microsoft Certification
7 128 (1.78%) Cisco Certification
7 128 (1.78%) CISSP
8 125 (1.73%) DV Cleared
9 116 (1.61%) Azure Certification
10 109 (1.51%) Master's Degree
11 85 (1.18%) BPSS Clearance
12 79 (1.10%) PMI Certification
13 76 (1.05%) CCNA
14 74 (1.03%) PMP
15 71 (0.99%) ACCA
16 69 (0.96%) A+ Certification
17 66 (0.92%) CIMA
18 65 (0.90%) CISM
19 64 (0.89%) CCNP
Quality Assurance & Compliance
1 394 (5.47%) QA
2 349 (4.84%) Data Quality
3 298 (4.13%) GDPR
4 212 (2.94%) SLA
5 203 (2.82%) Cyber Essentials
6 196 (2.72%) ISO/IEC 27001
7 172 (2.39%) Accessibility
8 154 (2.14%) NIST
9 152 (2.11%) PCI DSS
10 58 (0.80%) Cyber Essentials PLUS
11 53 (0.74%) PMO
12 37 (0.51%) ISO 9001
13 34 (0.47%) SOC 2
14 33 (0.46%) GRC
15 28 (0.39%) COBIT
16 21 (0.29%) GMP
17 18 (0.25%) Sarbanes-Oxley
18 16 (0.22%) Actionable Recommendations
19 15 (0.21%) IFRS
20 14 (0.19%) Good Clinical Practice
System Software
1 796 (11.04%) Active Directory
2 334 (4.63%) Docker
3 266 (3.69%) Hyper-V
4 238 (3.30%) VMware Infrastructure
5 63 (0.87%) Terminal Server
6 49 (0.68%) Virtual Desktop
7 39 (0.54%) Firmware
8 34 (0.47%) vSphere
9 30 (0.42%) Virtual Machines
10 16 (0.22%) KVM
11 14 (0.19%) VMware ESXi
12 12 (0.17%) Embedded Firmware
13 10 (0.14%) IAG
14 7 (0.097%) VMware NSX
14 7 (0.097%) VMware Workstation
14 7 (0.097%) XenApp
15 5 (0.069%) ClearTrust
16 4 (0.055%) Microsoft Virtual Server
16 4 (0.055%) Virtual Servers
17 3 (0.042%) Slurm Workload Manager
Systems Management
1 335 (4.65%) Terraform
2 292 (4.05%) Kubernetes
3 275 (3.82%) Microsoft Intune
4 162 (2.25%) Ansible
5 101 (1.40%) Grafana
6 81 (1.12%) SCCM
7 62 (0.86%) Prometheus
8 34 (0.47%) Nagios
9 30 (0.42%) Single Sign-On
10 21 (0.29%) FortiGate
11 17 (0.24%) Jamf Pro
11 17 (0.24%) Kibana
12 16 (0.22%) Active Directory Federation Services
13 15 (0.21%) Puppet
14 14 (0.19%) Argo
14 14 (0.19%) Autotask
15 12 (0.17%) logstash
15 12 (0.17%) Proxmox
15 12 (0.17%) vCenter Server
16 11 (0.15%) Kubeflow
Vendors
1 2,045 (28.37%) Microsoft
2 341 (4.73%) VMware
3 182 (2.52%) Google
4 178 (2.47%) Oracle
5 168 (2.33%) SAP
6 155 (2.15%) Cisco
7 149 (2.07%) Salesforce
8 140 (1.94%) ServiceNow
9 123 (1.71%) SolarWinds
9 123 (1.71%) Veeam
10 115 (1.60%) Splunk
11 106 (1.47%) Databricks
12 78 (1.08%) Apple
13 68 (0.94%) Tanium
14 64 (0.89%) Nimble Storage
15 63 (0.87%) Brocade
16 61 (0.85%) Dell
17 57 (0.79%) Adobe
17 57 (0.79%) Sage
18 56 (0.78%) Red Hat