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 18 August 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Aug 2026
Same period 2025 Same period 2024
Rank 7 4 8
Rank change year-on-year -3 +4 +3
Permanent jobs citing Problem-Solving 8,232 8,402 10,594
As % of all permanent jobs in England 8.66% 19.18% 14.68%
As % of the Processes & Methodologies category 11.77% 21.48% 18.09%
Number of salaries quoted 5,751 4,788 5,475
10th Percentile £27,750 £26,250 £26,750
25th Percentile £33,250 £31,250 £36,250
Median annual salary (50th Percentile) £47,500 £45,000 £50,000
Median % change year-on-year +5.56% -10.00% -9.09%
75th Percentile £66,250 £67,500 £70,000
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,500 £46,000 £50,000
% change year-on-year +3.26% -8.00% -9.09%

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 69,952 39,107 58,576
As % of all permanent jobs advertised in England 73.57% 89.26% 81.15%
Number of salaries quoted 49,460 22,554 38,208
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,500 £37,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -12.00%
75th Percentile £80,000 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -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 18 August 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 18 August 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 2,246 £65,000 - 1,056
North of England -8 1,675 £45,000 +5.88% 816
South East -3 1,566 £42,500 - 1,045
Midlands -8 1,199 £42,500 +10.39% 635
North West -4 879 £45,000 - 405
South West -4 806 £45,000 +25.00% 469
West Midlands -9 668 £42,500 -3.41% 381
East of England -3 663 £42,500 +21.43% 346
Yorkshire -8 550 £42,500 +21.43% 288
East Midlands -9 528 £41,000 +17.14% 255
North East -7 246 £48,500 +21.25% 139
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
1 455 (5.53%) SharePoint
2 398 (4.83%) Microsoft Exchange
3 98 (1.19%) Confluence
4 58 (0.70%) CMS
5 56 (0.68%) IIS
6 49 (0.60%) Apache
7 37 (0.45%) Apache Airflow
7 37 (0.45%) Apache Spark
8 36 (0.44%) WordPress
9 21 (0.26%) SAS
10 13 (0.16%) Palantir Foundry
11 11 (0.13%) nginx
11 11 (0.13%) WebLogic
11 11 (0.13%) WebSphere
12 9 (0.11%) Exchange Server 2013
12 9 (0.11%) Oracle SOA Suite
13 8 (0.097%) Jupyter
14 7 (0.085%) OpenEdge
14 7 (0.085%) Tomcat
15 6 (0.073%) Drupal
Applications
1 527 (6.40%) Microsoft Office
2 470 (5.71%) Microsoft Excel
3 81 (0.98%) Microsoft PowerPoint
4 49 (0.60%) Spreadsheet
5 47 (0.57%) MS Visio
6 43 (0.52%) Microsoft Project
7 32 (0.39%) AutoCAD
8 18 (0.22%) Simulink
9 15 (0.18%) Chatbot
9 15 (0.18%) Revit
10 11 (0.13%) SOLIDWORKS
11 9 (0.11%) Trello
12 8 (0.097%) Adobe Creative Suite
13 7 (0.085%) Adobe Illustrator
14 6 (0.073%) Fusion 360
14 6 (0.073%) Navisworks
15 5 (0.061%) Autodesk Flame
15 5 (0.061%) Baselight
15 5 (0.061%) Lightworks
16 4 (0.049%) Photoshop
Business Applications
1 83 (1.01%) SAP S/4HANA
2 82 (1.00%) Dynamics CRM
3 59 (0.72%) NetSuite
4 30 (0.36%) Shopify
5 21 (0.26%) Oracle EBS
6 17 (0.21%) Magento
7 16 (0.19%) SAP ERP
8 15 (0.18%) IBM Planning Analytics
8 15 (0.18%) SAP Business One
9 14 (0.17%) Elite 3E
10 13 (0.16%) Salesforce CRM
11 11 (0.13%) Oracle ERP
12 10 (0.12%) Dynamics AX
12 10 (0.12%) JDE EnterpriseOne
12 10 (0.12%) Oracle Applications
12 10 (0.12%) Sage X3
13 9 (0.11%) iTrent
13 9 (0.11%) Primavera
13 9 (0.11%) Sage 50
13 9 (0.11%) Workday HCM
Cloud Services
1 1,711 (20.78%) Azure
2 1,284 (15.60%) Microsoft 365
3 1,022 (12.41%) AWS
4 683 (8.30%) Power Platform
5 395 (4.80%) Entra ID
6 367 (4.46%) SaaS
7 358 (4.35%) GCP
8 204 (2.48%) GitHub
9 200 (2.43%) Azure DevOps
10 193 (2.34%) Serverless
11 174 (2.11%) Dynamics 365
12 173 (2.10%) Power Automate
13 147 (1.79%) PowerApps
14 112 (1.36%) Microsoft Copilot
15 111 (1.35%) OneDrive
16 100 (1.21%) Amazon S3
17 94 (1.14%) GitHub Actions
18 89 (1.08%) AWS Lambda
19 83 (1.01%) AWS CloudFormation
20 76 (0.92%) Google Workspace
Communications & Networking
1 505 (6.13%) Firewall
2 461 (5.60%) DNS
3 389 (4.73%) DHCP
4 312 (3.79%) VPN
5 285 (3.46%) TCP/IP
6 209 (2.54%) WAN
7 204 (2.48%) Wi-Fi
8 202 (2.45%) LAN
9 169 (2.05%) Wireless
10 159 (1.93%) VLAN
11 147 (1.79%) Network Security
12 129 (1.57%) Broadband
13 108 (1.31%) VoIP
14 46 (0.56%) Internet
15 44 (0.53%) HTTP
15 44 (0.53%) SAN
16 41 (0.50%) SD-WAN
17 38 (0.46%) OSPF
18 37 (0.45%) BGP
19 34 (0.41%) SSL
Database & Business Intelligence
1 532 (6.46%) Power BI
2 417 (5.07%) SQL Server
3 146 (1.77%) MySQL
4 142 (1.72%) Data Warehouse
5 136 (1.65%) Amazon RDS
6 133 (1.62%) Relational Database
7 121 (1.47%) PostgreSQL
7 121 (1.47%) Tableau
8 108 (1.31%) NoSQL
9 96 (1.17%) SQL Server Reporting Services
10 87 (1.06%) SQL Server Integration Services
11 64 (0.78%) MongoDB
12 63 (0.77%) Big Data
13 57 (0.69%) Azure SQL Database
14 56 (0.68%) Data Lake
15 50 (0.61%) Power Query
16 44 (0.53%) Metadata
17 42 (0.51%) DynamoDB
18 41 (0.50%) Electronic Patient Records
19 33 (0.40%) Looker
Development Applications
1 373 (4.53%) Git
2 289 (3.51%) JIRA
3 128 (1.55%) Jenkins
4 109 (1.32%) GitLab
5 34 (0.41%) Eclipse
5 34 (0.41%) Selenium
6 31 (0.38%) Claude Code
6 31 (0.38%) Subversion
7 30 (0.36%) JUnit
8 27 (0.33%) Cucumber
9 25 (0.30%) Postman
10 24 (0.29%) Rational DOORS
11 21 (0.26%) Cypress.io
12 20 (0.24%) Bitbucket
13 19 (0.23%) Oracle Forms
13 19 (0.23%) Visual Studio
14 18 (0.22%) SonarQube
15 16 (0.19%) Chocolatey
16 14 (0.17%) MLflow
16 14 (0.17%) Visual Studio Code
General
1 3,988 (48.45%) Social Skills
2 2,490 (30.25%) Analytical Skills
3 1,622 (19.70%) Finance
4 630 (7.65%) Manufacturing
5 513 (6.23%) Organisational Skills
6 493 (5.99%) Inclusion and Diversity
7 480 (5.83%) Law
8 405 (4.92%) Retail
9 358 (4.35%) Marketing
10 328 (3.98%) Public Sector
11 312 (3.79%) Legal
12 303 (3.68%) Banking
13 221 (2.68%) Electronics
14 206 (2.50%) Aerospace
15 191 (2.32%) Telecoms
16 171 (2.08%) Influencing Skills
17 152 (1.85%) Presentation Skills
18 112 (1.36%) Documentation Skills
19 92 (1.12%) Advertising
20 89 (1.08%) Games
Job Titles
1 1,057 (12.84%) Analyst
2 924 (11.22%) Senior
3 816 (9.91%) Developer
4 704 (8.55%) IT Support
5 573 (6.96%) Support Engineer
6 509 (6.18%) Lead
7 412 (5.00%) Consultant
8 395 (4.80%) IT Engineer
9 329 (4.00%) Support Analyst
10 309 (3.75%) Software Engineer
11 302 (3.67%) IT Support Engineer
12 278 (3.38%) Architect
13 255 (3.10%) Technical Support
14 254 (3.09%) Systems Engineer
15 253 (3.07%) Support Technician
16 222 (2.70%) IT Technician
17 210 (2.55%) Technical Engineer
18 193 (2.34%) Data Engineer
19 185 (2.25%) Technical Support Engineer
20 175 (2.13%) Senior Developer
Libraries, Frameworks & Software Standards
1 374 (4.54%) .NET
2 312 (3.79%) React
3 262 (3.18%) HTML
4 261 (3.17%) REST
5 205 (2.49%) CSS
6 177 (2.15%) RESTful
7 153 (1.86%) Node.js
8 113 (1.37%) SOAP
9 107 (1.30%) Spring
10 104 (1.26%) AngularJS
11 102 (1.24%) JSON
12 95 (1.15%) Vue
13 92 (1.12%) ASP.NET
13 92 (1.12%) Kafka
14 89 (1.08%) Middleware
15 82 (1.00%) Web Services
16 77 (0.94%) OAuth
17 75 (0.91%) XML
18 70 (0.85%) Spring Boot
19 58 (0.70%) .NET Core
Miscellaneous
1 531 (6.45%) Onboarding
2 524 (6.37%) Driving Licence
3 421 (5.11%) Self-Motivation
4 344 (4.18%) Management Information System
5 305 (3.71%) Cloud Native
6 232 (2.82%) Product Ownership
7 177 (2.15%) Data Centre
8 174 (2.11%) Legacy Systems
9 164 (1.99%) Distributed Systems
10 143 (1.74%) Enterprise Software
11 123 (1.49%) Analytical Mindset
12 116 (1.41%) Data Structures
13 111 (1.35%) Security Posture
14 103 (1.25%) NHS
15 100 (1.21%) Algorithms
16 98 (1.19%) AI Agents
17 93 (1.13%) Social Media
18 87 (1.06%) Robotics
19 86 (1.04%) Cyber Threat
20 84 (1.02%) IoT
Operating Systems
1 1,261 (15.32%) Windows
2 563 (6.84%) Linux
3 545 (6.62%) Windows Server
4 158 (1.92%) Windows 10
5 115 (1.40%) Windows Server 2016
6 106 (1.29%) Android
6 106 (1.29%) Mac OS
7 93 (1.13%) Apple iOS
8 53 (0.64%) Unix
9 46 (0.56%) Windows Server 2019
10 35 (0.43%) Red Hat Enterprise Linux
11 34 (0.41%) Ubuntu
12 29 (0.35%) VMS
13 22 (0.27%) CentOS
14 14 (0.17%) Windows Server 2012
15 12 (0.15%) Debian
16 9 (0.11%) Embedded Linux
16 9 (0.11%) FreeRTOS
16 9 (0.11%) Mac OS X
17 7 (0.085%) Rocky
Processes & Methodologies
1 2,015 (24.48%) Continuous Improvement
2 1,352 (16.42%) Agile
3 1,225 (14.88%) Customer Service
4 1,064 (12.93%) AI
5 993 (12.06%) Decision-Making
6 911 (11.07%) CI/CD
7 890 (10.81%) Mentoring
8 886 (10.76%) Stakeholder Management
9 780 (9.48%) Analytics
10 763 (9.27%) Software Engineering
11 759 (9.22%) DevOps
12 679 (8.25%) Cybersecurity
13 670 (8.14%) ITIL
14 661 (8.03%) Roadmaps
15 607 (7.37%) Project Delivery
16 604 (7.34%) Business Intelligence
17 601 (7.30%) Computer Science
18 600 (7.29%) Project Management
19 537 (6.52%) Collaborative Working
19 537 (6.52%) Stakeholder Engagement
Programming Languages
1 1,293 (15.71%) SQL
2 1,194 (14.50%) Python
3 576 (7.00%) JavaScript
4 479 (5.82%) C#
5 424 (5.15%) Java
6 359 (4.36%) PowerShell
7 257 (3.12%) TypeScript
8 223 (2.71%) C++
9 181 (2.20%) Bash
10 93 (1.13%) PHP
11 91 (1.11%) C
12 84 (1.02%) Go
13 69 (0.84%) T-SQL
14 65 (0.79%) Data Analysis Expressions
15 50 (0.61%) Shell Script
16 47 (0.57%) Rust
17 46 (0.56%) Perl
18 43 (0.52%) R
18 43 (0.52%) Scala
19 38 (0.46%) PL/SQL
Qualifications
1 1,421 (17.26%) Degree
2 754 (9.16%) Security Cleared
3 508 (6.17%) SC Cleared
4 316 (3.84%) Computer Science Degree
5 230 (2.79%) DBS Check
6 200 (2.43%) Microsoft Certification
7 181 (2.20%) DV Cleared
8 161 (1.96%) Azure Certification
9 152 (1.85%) Cisco Certification
10 145 (1.76%) CISSP
11 142 (1.72%) BPSS Clearance
12 126 (1.53%) Master's Degree
13 116 (1.41%) HNC
14 105 (1.28%) PMI Certification
15 94 (1.14%) HND
16 85 (1.03%) CCNA
17 84 (1.02%) PMP
18 80 (0.97%) CISM
19 77 (0.94%) CCNP
20 69 (0.84%) AWS Certification
Quality Assurance & Compliance
1 478 (5.81%) QA
2 406 (4.93%) Data Quality
3 338 (4.11%) GDPR
4 234 (2.84%) Accessibility
5 231 (2.81%) SLA
6 204 (2.48%) Cyber Essentials
7 189 (2.30%) ISO/IEC 27001
8 161 (1.96%) NIST
9 146 (1.77%) PCI DSS
10 62 (0.75%) PMO
11 54 (0.66%) Cyber Essentials PLUS
12 40 (0.49%) GRC
13 34 (0.41%) ISO 9001
14 26 (0.32%) SOC 2
15 25 (0.30%) GMP
16 23 (0.28%) COBIT
17 22 (0.27%) Actionable Recommendations
17 22 (0.27%) NCSC
18 20 (0.24%) Sarbanes-Oxley
18 20 (0.24%) WCAG
System Software
1 839 (10.19%) Active Directory
2 376 (4.57%) Docker
3 279 (3.39%) Hyper-V
4 253 (3.07%) VMware Infrastructure
5 70 (0.85%) Terminal Server
6 56 (0.68%) Firmware
7 50 (0.61%) Virtual Desktop
8 40 (0.49%) Virtual Machines
9 36 (0.44%) vSphere
10 18 (0.22%) Embedded Firmware
10 18 (0.22%) VMware ESXi
11 14 (0.17%) KVM
12 7 (0.085%) XenApp
13 5 (0.061%) ClearTrust
13 5 (0.061%) Slurm Workload Manager
13 5 (0.061%) Squid
13 5 (0.061%) VMware NSX
14 4 (0.049%) GPFS
14 4 (0.049%) StorNext
14 4 (0.049%) Virtual Servers
Systems Management
1 374 (4.54%) Terraform
2 333 (4.05%) Kubernetes
3 281 (3.41%) Microsoft Intune
4 159 (1.93%) Ansible
5 97 (1.18%) Grafana
6 78 (0.95%) SCCM
7 56 (0.68%) Prometheus
8 54 (0.66%) Single Sign-On
9 26 (0.32%) Jamf Pro
9 26 (0.32%) Nagios
10 25 (0.30%) FortiGate
11 21 (0.26%) Puppet
12 15 (0.18%) Argo
13 13 (0.16%) Kibana
14 12 (0.15%) Autotask
14 12 (0.15%) Functional Safety
14 12 (0.15%) Proxmox
15 11 (0.13%) logstash
15 11 (0.13%) Nmap
16 10 (0.12%) vCenter Server
Vendors
1 2,363 (28.71%) Microsoft
2 369 (4.48%) VMware
3 241 (2.93%) SAP
4 236 (2.87%) Google
5 235 (2.85%) Oracle
6 174 (2.11%) Cisco
7 167 (2.03%) ServiceNow
8 157 (1.91%) Salesforce
9 132 (1.60%) Veeam
10 129 (1.57%) Databricks
11 123 (1.49%) Splunk
12 115 (1.40%) SolarWinds
13 78 (0.95%) Tanium
14 75 (0.91%) Apple
14 75 (0.91%) Sage
15 71 (0.86%) Nimble Storage
16 70 (0.85%) Brocade
17 64 (0.78%) Fortinet
18 58 (0.70%) Dell
18 58 (0.70%) Palo Alto