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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 9 4 8
Rank change year-on-year -5 +4 +5
Permanent jobs citing Problem-Solving 7,529 8,327 11,132
As % of all permanent jobs in England 8.38% 19.12% 14.46%
As % of the Processes & Methodologies category 11.35% 21.28% 17.69%
Number of salaries quoted 5,351 4,764 6,354
10th Percentile £27,500 £26,413 £26,250
25th Percentile £32,750 £32,000 £34,750
Median annual salary (50th Percentile) £47,500 £47,500 £50,000
Median % change year-on-year - -5.00% -9.09%
75th Percentile £67,500 £67,500 £68,750
90th Percentile £86,000 £88,750 £85,000
UK median annual salary £47,500 £47,500 £50,000
% change year-on-year - -5.00% -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 66,332 39,128 62,916
As % of all permanent jobs advertised in England 73.83% 89.85% 81.70%
Number of salaries quoted 46,839 22,615 43,234
10th Percentile £31,125 £28,750 £30,000
25th Percentile £41,250 £38,251 £40,000
Median annual salary (50th Percentile) £60,000 £57,000 £55,000
Median % change year-on-year +5.26% +3.64% -11.29%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £100,000 £100,000 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.33%

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 27 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 27 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 -5 2,103 £67,500 +3.85% 1,333
North of England -10 1,522 £45,000 +5.88% 678
South East -4 1,427 £45,000 +5.88% 830
Midlands -8 1,092 £42,000 +5.00% 468
North West -7 795 £45,000 -2.17% 338
South West -6 731 £44,000 +17.33% 330
West Midlands -9 612 £42,500 -5.56% 266
East of England -5 572 £42,500 +21.43% 282
Yorkshire -10 523 £42,500 +21.43% 234
East Midlands -10 476 £37,500 +5.63% 201
North East -15 204 £51,000 +36.00% 116
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
1 421 (5.59%) SharePoint
2 416 (5.53%) Microsoft Exchange
3 86 (1.14%) Confluence
4 65 (0.86%) CMS
5 52 (0.69%) Apache
6 40 (0.53%) Apache Airflow
7 39 (0.52%) Apache Spark
7 39 (0.52%) IIS
8 33 (0.44%) WordPress
9 19 (0.25%) SAS
10 13 (0.17%) Palantir Foundry
11 11 (0.15%) nginx
11 11 (0.15%) WebLogic
11 11 (0.15%) WebSphere
12 10 (0.13%) Exchange Server 2013
13 9 (0.12%) Oracle SOA Suite
14 8 (0.11%) Exchange Server 2007
14 8 (0.11%) Exchange Server 2010
15 7 (0.093%) Jupyter
15 7 (0.093%) OpenEdge
Applications
1 481 (6.39%) Microsoft Office
2 450 (5.98%) Microsoft Excel
3 81 (1.08%) Microsoft PowerPoint
4 46 (0.61%) MS Visio
5 43 (0.57%) Spreadsheet
6 30 (0.40%) Microsoft Project
7 17 (0.23%) Chatbot
8 15 (0.20%) AutoCAD
9 9 (0.12%) Simulink
9 9 (0.12%) SOLIDWORKS
9 9 (0.12%) Trello
10 8 (0.11%) Adobe Creative Suite
10 8 (0.11%) Adobe Illustrator
11 5 (0.066%) Fusion 360
11 5 (0.066%) Lightworks
11 5 (0.066%) Photoshop
12 3 (0.040%) Autodesk Inventor
12 3 (0.040%) Civil 3D
12 3 (0.040%) Maya
12 3 (0.040%) Windchill
Business Applications
1 83 (1.10%) SAP S/4HANA
2 69 (0.92%) Dynamics CRM
3 49 (0.65%) NetSuite
4 19 (0.25%) Oracle EBS
5 18 (0.24%) Shopify
6 17 (0.23%) Magento
7 14 (0.19%) IBM Planning Analytics
7 14 (0.19%) SAP ERP
8 13 (0.17%) SAP Business One
9 12 (0.16%) Elite 3E
9 12 (0.16%) Salesforce CRM
10 11 (0.15%) Dynamics AX
11 10 (0.13%) JDE EnterpriseOne
12 9 (0.12%) iTrent
12 9 (0.12%) Maximo
12 9 (0.12%) Oracle Applications
13 8 (0.11%) Sage 50
14 7 (0.093%) Raiser’s Edge
14 7 (0.093%) Sage X3
14 7 (0.093%) SAP CO
Cloud Services
1 1,600 (21.25%) Azure
2 1,226 (16.28%) Microsoft 365
3 965 (12.82%) AWS
4 622 (8.26%) Power Platform
5 355 (4.72%) SaaS
6 354 (4.70%) Entra ID
7 342 (4.54%) GCP
8 182 (2.42%) Serverless
9 171 (2.27%) GitHub
10 168 (2.23%) Azure DevOps
11 159 (2.11%) Dynamics 365
12 151 (2.01%) Power Automate
13 139 (1.85%) PowerApps
14 106 (1.41%) OneDrive
15 97 (1.29%) Amazon S3
16 95 (1.26%) Microsoft Copilot
17 85 (1.13%) GitHub Actions
18 84 (1.12%) AWS Lambda
19 76 (1.01%) AWS CloudFormation
20 74 (0.98%) Azure Data Factory
Communications & Networking
1 485 (6.44%) Firewall
2 442 (5.87%) DNS
3 377 (5.01%) DHCP
4 297 (3.94%) VPN
5 264 (3.51%) TCP/IP
6 230 (3.05%) WAN
7 218 (2.90%) LAN
8 203 (2.70%) Wi-Fi
9 167 (2.22%) Broadband
10 161 (2.14%) Wireless
11 148 (1.97%) VLAN
12 128 (1.70%) Network Security
13 102 (1.35%) VoIP
14 49 (0.65%) SD-WAN
15 45 (0.60%) Internet
16 44 (0.58%) HTTP
17 41 (0.54%) BGP
17 41 (0.54%) OSPF
18 39 (0.52%) SAN
19 32 (0.43%) WLAN
Database & Business Intelligence
1 489 (6.49%) Power BI
2 358 (4.75%) SQL Server
3 146 (1.94%) Data Warehouse
4 141 (1.87%) Amazon RDS
5 121 (1.61%) MySQL
6 118 (1.57%) Tableau
7 112 (1.49%) Relational Database
8 109 (1.45%) PostgreSQL
9 103 (1.37%) NoSQL
10 97 (1.29%) SQL Server Reporting Services
11 87 (1.16%) SQL Server Integration Services
12 60 (0.80%) MongoDB
13 57 (0.76%) Big Data
13 57 (0.76%) Power Query
14 52 (0.69%) Data Lake
15 48 (0.64%) Azure SQL Database
16 39 (0.52%) DynamoDB
17 38 (0.50%) Metadata
18 35 (0.46%) Amazon Redshift
19 28 (0.37%) Elasticsearch
Development Applications
1 319 (4.24%) Git
2 253 (3.36%) JIRA
3 116 (1.54%) Jenkins
4 111 (1.47%) GitLab
5 33 (0.44%) Selenium
6 29 (0.39%) Cucumber
7 27 (0.36%) Rational DOORS
8 25 (0.33%) Eclipse
8 25 (0.33%) JUnit
8 25 (0.33%) Subversion
9 24 (0.32%) Cypress.io
10 23 (0.31%) Claude Code
11 22 (0.29%) Postman
12 21 (0.28%) Visual Studio
13 16 (0.21%) Chocolatey
13 16 (0.21%) SonarQube
14 15 (0.20%) Bitbucket
15 14 (0.19%) Oracle Forms
16 13 (0.17%) Maven
17 12 (0.16%) SQL Server Management Studio (SSMS)
General
1 3,622 (48.11%) Social Skills
2 2,219 (29.47%) Analytical Skills
3 1,469 (19.51%) Finance
4 492 (6.53%) Manufacturing
5 461 (6.12%) Organisational Skills
6 409 (5.43%) Inclusion and Diversity
7 408 (5.42%) Law
8 359 (4.77%) Retail
9 317 (4.21%) Marketing
10 297 (3.94%) Legal
11 293 (3.89%) Banking
12 289 (3.84%) Public Sector
13 178 (2.36%) Telecoms
14 156 (2.07%) Electronics
15 143 (1.90%) Presentation Skills
16 140 (1.86%) Influencing Skills
17 115 (1.53%) Aerospace
18 114 (1.51%) Documentation Skills
19 95 (1.26%) Advertising
20 90 (1.20%) Games
Job Titles
1 1,000 (13.28%) Analyst
2 891 (11.83%) Senior
3 751 (9.97%) Developer
4 715 (9.50%) IT Support
5 582 (7.73%) Support Engineer
6 452 (6.00%) Lead
7 408 (5.42%) IT Engineer
8 357 (4.74%) Consultant
9 315 (4.18%) IT Support Engineer
10 301 (4.00%) Support Analyst
11 281 (3.73%) Software Engineer
12 263 (3.49%) Systems Engineer
13 255 (3.39%) Support Technician
14 252 (3.35%) Architect
15 226 (3.00%) Technical Support
16 206 (2.74%) IT Technician
17 191 (2.54%) Data Engineer
18 190 (2.52%) Technical Engineer
19 171 (2.27%) Technical Support Engineer
20 168 (2.23%) 2nd Line Support
Libraries, Frameworks & Software Standards
1 318 (4.22%) .NET
2 288 (3.83%) React
3 234 (3.11%) HTML
4 233 (3.09%) REST
5 186 (2.47%) CSS
6 155 (2.06%) RESTful
7 150 (1.99%) Node.js
8 113 (1.50%) SOAP
9 98 (1.30%) Spring
10 95 (1.26%) JSON
11 92 (1.22%) AngularJS
11 92 (1.22%) Middleware
12 88 (1.17%) Vue
13 83 (1.10%) Kafka
14 74 (0.98%) XML
15 71 (0.94%) Web Services
16 69 (0.92%) OAuth
17 68 (0.90%) ASP.NET
18 61 (0.81%) Spring Boot
19 55 (0.73%) gRPC
Miscellaneous
1 459 (6.10%) Driving Licence
2 447 (5.94%) Onboarding
3 376 (4.99%) Self-Motivation
4 288 (3.83%) Management Information System
5 285 (3.79%) Cloud Native
6 207 (2.75%) Product Ownership
7 178 (2.36%) Distributed Systems
7 178 (2.36%) Legacy Systems
8 174 (2.31%) Data Centre
9 125 (1.66%) Analytical Mindset
10 110 (1.46%) Enterprise Software
10 110 (1.46%) Security Posture
11 99 (1.31%) Data Structures
12 91 (1.21%) Algorithms
13 79 (1.05%) Mobile App
14 78 (1.04%) Social Media
15 76 (1.01%) IoT
16 73 (0.97%) Virtual Team
17 72 (0.96%) NHS
18 71 (0.94%) Public Cloud
Operating Systems
1 1,196 (15.89%) Windows
2 543 (7.21%) Linux
3 520 (6.91%) Windows Server
4 169 (2.24%) Windows 10
5 129 (1.71%) Windows Server 2016
6 112 (1.49%) Android
7 100 (1.33%) Mac OS
8 96 (1.28%) Apple iOS
9 48 (0.64%) Windows Server 2019
10 46 (0.61%) Unix
11 37 (0.49%) Red Hat Enterprise Linux
12 32 (0.43%) Ubuntu
13 27 (0.36%) VMS
14 25 (0.33%) CentOS
15 15 (0.20%) Windows Server 2012
16 14 (0.19%) Mac OS X
16 14 (0.19%) Windows 7
17 13 (0.17%) Debian
18 9 (0.12%) FreeRTOS
19 8 (0.11%) Embedded Linux
Processes & Methodologies
1 1,709 (22.70%) Continuous Improvement
2 1,205 (16.00%) Agile
3 1,116 (14.82%) Customer Service
4 917 (12.18%) AI
5 857 (11.38%) CI/CD
6 829 (11.01%) Decision-Making
7 810 (10.76%) Mentoring
8 733 (9.74%) Stakeholder Management
9 706 (9.38%) DevOps
10 703 (9.34%) Analytics
11 696 (9.24%) Software Engineering
12 647 (8.59%) ITIL
13 601 (7.98%) Cybersecurity
14 580 (7.70%) Roadmaps
15 565 (7.50%) Business Intelligence
16 538 (7.15%) Computer Science
17 520 (6.91%) Project Management
18 499 (6.63%) Project Delivery
19 488 (6.48%) Collaborative Working
20 474 (6.30%) Stakeholder Engagement
Programming Languages
1 1,205 (16.00%) SQL
2 1,119 (14.86%) Python
3 519 (6.89%) JavaScript
4 416 (5.53%) C#
5 386 (5.13%) Java
6 333 (4.42%) PowerShell
7 232 (3.08%) TypeScript
8 204 (2.71%) C++
9 166 (2.20%) Bash
10 94 (1.25%) Go
11 92 (1.22%) PHP
12 74 (0.98%) C
13 67 (0.89%) Data Analysis Expressions
14 65 (0.86%) T-SQL
15 59 (0.78%) Scala
16 43 (0.57%) R
17 42 (0.56%) PL/SQL
18 41 (0.54%) Rust
19 37 (0.49%) Perl
19 37 (0.49%) Shell Script
Qualifications
1 1,216 (16.15%) Degree
2 653 (8.67%) Security Cleared
3 458 (6.08%) SC Cleared
4 278 (3.69%) Computer Science Degree
5 209 (2.78%) DBS Check
6 197 (2.62%) Microsoft Certification
7 142 (1.89%) Cisco Certification
8 133 (1.77%) DV Cleared
9 128 (1.70%) Azure Certification
10 126 (1.67%) CISSP
11 107 (1.42%) Master's Degree
12 96 (1.28%) BPSS Clearance
13 85 (1.13%) PMI Certification
14 79 (1.05%) CCNA
15 78 (1.04%) PMP
16 77 (1.02%) CCNP
17 69 (0.92%) ACCA
18 65 (0.86%) CISM
19 64 (0.85%) CIMA
20 63 (0.84%) CompTIA Security+
Quality Assurance & Compliance
1 413 (5.49%) QA
2 372 (4.94%) Data Quality
3 303 (4.02%) GDPR
4 223 (2.96%) Cyber Essentials
5 219 (2.91%) SLA
6 196 (2.60%) Accessibility
7 193 (2.56%) ISO/IEC 27001
8 169 (2.24%) PCI DSS
9 151 (2.01%) NIST
10 61 (0.81%) PMO
11 57 (0.76%) Cyber Essentials PLUS
12 36 (0.48%) GRC
12 36 (0.48%) ISO 9001
13 32 (0.43%) SOC 2
14 24 (0.32%) COBIT
15 23 (0.31%) GMP
16 19 (0.25%) Actionable Recommendations
16 19 (0.25%) Sarbanes-Oxley
17 18 (0.24%) Good Clinical Practice
18 17 (0.23%) WCAG
System Software
1 802 (10.65%) Active Directory
2 361 (4.79%) Docker
3 281 (3.73%) Hyper-V
4 241 (3.20%) VMware Infrastructure
5 84 (1.12%) Terminal Server
6 47 (0.62%) Virtual Desktop
7 43 (0.57%) Firmware
8 33 (0.44%) vSphere
9 32 (0.43%) Virtual Machines
10 16 (0.21%) VMware ESXi
11 14 (0.19%) Embedded Firmware
12 13 (0.17%) KVM
13 10 (0.13%) IAG
14 7 (0.093%) VMware NSX
14 7 (0.093%) XenApp
15 5 (0.066%) ClearTrust
15 5 (0.066%) Squid
15 5 (0.066%) VMware Workstation
16 4 (0.053%) Slurm Workload Manager
17 3 (0.040%) Terminal Services
Systems Management
1 338 (4.49%) Terraform
2 307 (4.08%) Kubernetes
3 283 (3.76%) Microsoft Intune
4 151 (2.01%) Ansible
5 103 (1.37%) Grafana
6 80 (1.06%) SCCM
7 64 (0.85%) Prometheus
8 34 (0.45%) Single Sign-On
9 30 (0.40%) Nagios
10 24 (0.32%) FortiGate
11 22 (0.29%) Jamf Pro
12 17 (0.23%) Puppet
13 16 (0.21%) Argo
14 15 (0.20%) Autotask
15 13 (0.17%) Kibana
16 12 (0.16%) Proxmox
17 11 (0.15%) Docker Swarm
17 11 (0.15%) logstash
17 11 (0.15%) vCenter Server
18 10 (0.13%) ZABBIX
Vendors
1 2,176 (28.90%) Microsoft
2 363 (4.82%) VMware
3 198 (2.63%) Oracle
4 188 (2.50%) Google
4 188 (2.50%) SAP
5 166 (2.20%) Cisco
6 153 (2.03%) Salesforce
7 152 (2.02%) ServiceNow
8 143 (1.90%) Veeam
9 140 (1.86%) SolarWinds
10 135 (1.79%) Splunk
11 118 (1.57%) Databricks
12 92 (1.22%) Tanium
13 85 (1.13%) Nimble Storage
14 84 (1.12%) Brocade
15 81 (1.08%) Apple
16 63 (0.84%) Dell
17 62 (0.82%) Sage
18 53 (0.70%) Fortinet
19 52 (0.69%) Red Hat