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

6 months to
7 Aug 2026
Same period 2025 Same period 2024
Rank 8 4 7
Rank change year-on-year -4 +3 +4
Permanent jobs citing Problem-Solving 7,990 8,363 10,634
As % of all permanent jobs in England 8.58% 19.20% 14.63%
As % of the Processes & Methodologies category 11.63% 21.44% 18.01%
Number of salaries quoted 5,631 4,771 5,654
10th Percentile £27,750 £26,250 £26,500
25th Percentile £32,940 £31,250 £36,000
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 £69,188
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,166 £47,500 £50,000
% change year-on-year -0.70% -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 68,721 39,007 59,047
As % of all permanent jobs advertised in England 73.81% 89.54% 81.26%
Number of salaries quoted 48,509 22,580 39,212
10th Percentile £31,250 £28,500 £31,132
25th Percentile £41,250 £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 £77,500 £75,000
90th Percentile £100,000 £98,474 £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 7 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 7 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 2,199 £65,000 - 2,328
North of England -9 1,628 £45,000 +5.88% 912
South East -3 1,521 £45,000 +5.88% 1,126
Midlands -9 1,168 £42,000 +5.00% 658
North West -5 858 £45,000 -2.17% 472
South West -5 768 £44,000 +17.33% 484
West Midlands -10 643 £42,500 -5.56% 383
East of England -5 626 £42,500 +21.43% 420
Yorkshire -7 541 £42,500 +21.43% 323
East Midlands -8 522 £40,000 +12.68% 275
North East -12 229 £50,000 +34.23% 128
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
1 438 (5.48%) SharePoint
2 398 (4.98%) Microsoft Exchange
3 93 (1.16%) Confluence
4 60 (0.75%) CMS
5 50 (0.63%) Apache
6 46 (0.58%) IIS
7 40 (0.50%) Apache Airflow
8 38 (0.48%) WordPress
9 37 (0.46%) Apache Spark
10 21 (0.26%) SAS
11 13 (0.16%) Palantir Foundry
12 11 (0.14%) nginx
12 11 (0.14%) WebLogic
12 11 (0.14%) WebSphere
13 9 (0.11%) Exchange Server 2013
13 9 (0.11%) Oracle SOA Suite
14 7 (0.088%) Exchange Server 2007
14 7 (0.088%) Exchange Server 2010
14 7 (0.088%) Jupyter
14 7 (0.088%) OpenEdge
Applications
1 513 (6.42%) Microsoft Office
2 479 (5.99%) Microsoft Excel
3 84 (1.05%) Microsoft PowerPoint
4 50 (0.63%) MS Visio
5 49 (0.61%) Spreadsheet
6 39 (0.49%) Microsoft Project
7 27 (0.34%) AutoCAD
8 15 (0.19%) Chatbot
9 11 (0.14%) Simulink
9 11 (0.14%) SOLIDWORKS
10 10 (0.13%) Revit
11 9 (0.11%) Trello
12 8 (0.10%) Adobe Creative Suite
12 8 (0.10%) Adobe Illustrator
13 6 (0.075%) Fusion 360
14 5 (0.063%) Lightworks
14 5 (0.063%) Photoshop
15 4 (0.050%) EPLAN
16 3 (0.038%) Blender
16 3 (0.038%) LaTeX
Business Applications
1 83 (1.04%) SAP S/4HANA
2 74 (0.93%) Dynamics CRM
3 53 (0.66%) NetSuite
4 23 (0.29%) Shopify
5 20 (0.25%) Oracle EBS
6 18 (0.23%) Magento
7 15 (0.19%) Salesforce CRM
7 15 (0.19%) SAP Business One
7 15 (0.19%) SAP ERP
8 14 (0.18%) Elite 3E
8 14 (0.18%) IBM Planning Analytics
9 11 (0.14%) Dynamics AX
9 11 (0.14%) Oracle ERP
10 10 (0.13%) JDE EnterpriseOne
10 10 (0.13%) Oracle Applications
11 9 (0.11%) Sage 50
11 9 (0.11%) Sage X3
12 8 (0.10%) iTrent
12 8 (0.10%) Maximo
12 8 (0.10%) Workday HCM
Cloud Services
1 1,670 (20.90%) Azure
2 1,254 (15.69%) Microsoft 365
3 1,021 (12.78%) AWS
4 664 (8.31%) Power Platform
5 379 (4.74%) Entra ID
6 360 (4.51%) SaaS
7 357 (4.47%) GCP
8 192 (2.40%) Serverless
9 189 (2.37%) GitHub
10 187 (2.34%) Azure DevOps
11 173 (2.17%) Dynamics 365
12 165 (2.07%) Power Automate
13 144 (1.80%) PowerApps
14 109 (1.36%) OneDrive
15 108 (1.35%) Microsoft Copilot
16 101 (1.26%) Amazon S3
17 90 (1.13%) AWS Lambda
18 89 (1.11%) GitHub Actions
19 80 (1.00%) AWS CloudFormation
20 77 (0.96%) Google Workspace
Communications & Networking
1 498 (6.23%) Firewall
2 443 (5.54%) DNS
3 374 (4.68%) DHCP
4 306 (3.83%) VPN
5 273 (3.42%) TCP/IP
6 221 (2.77%) WAN
7 209 (2.62%) LAN
8 203 (2.54%) Wi-Fi
9 163 (2.04%) Wireless
10 153 (1.91%) VLAN
11 147 (1.84%) Broadband
12 141 (1.76%) Network Security
13 104 (1.30%) VoIP
14 47 (0.59%) Internet
15 46 (0.58%) SD-WAN
16 44 (0.55%) HTTP
17 42 (0.53%) SAN
18 40 (0.50%) OSPF
19 39 (0.49%) BGP
20 33 (0.41%) SSL
Database & Business Intelligence
1 517 (6.47%) Power BI
2 393 (4.92%) SQL Server
3 147 (1.84%) Data Warehouse
4 136 (1.70%) MySQL
5 133 (1.66%) Amazon RDS
6 123 (1.54%) Relational Database
7 121 (1.51%) Tableau
8 120 (1.50%) PostgreSQL
9 109 (1.36%) NoSQL
10 99 (1.24%) SQL Server Reporting Services
11 88 (1.10%) SQL Server Integration Services
12 63 (0.79%) MongoDB
13 59 (0.74%) Big Data
14 57 (0.71%) Power Query
15 55 (0.69%) Data Lake
16 52 (0.65%) Azure SQL Database
17 44 (0.55%) Metadata
18 43 (0.54%) DynamoDB
19 34 (0.43%) Amazon Redshift
20 33 (0.41%) Electronic Patient Records
Development Applications
1 361 (4.52%) Git
2 276 (3.45%) JIRA
3 125 (1.56%) Jenkins
4 115 (1.44%) GitLab
5 36 (0.45%) Selenium
6 30 (0.38%) Eclipse
7 29 (0.36%) Claude Code
8 28 (0.35%) Cucumber
8 28 (0.35%) JUnit
8 28 (0.35%) Subversion
9 27 (0.34%) Rational DOORS
10 24 (0.30%) Cypress.io
10 24 (0.30%) Postman
11 20 (0.25%) Visual Studio
12 19 (0.24%) Bitbucket
13 17 (0.21%) Chocolatey
13 17 (0.21%) Oracle Forms
13 17 (0.21%) SonarQube
14 14 (0.18%) MLflow
14 14 (0.18%) Visual Studio Code
General
1 3,847 (48.15%) Social Skills
2 2,411 (30.18%) Analytical Skills
3 1,566 (19.60%) Finance
4 577 (7.22%) Manufacturing
5 504 (6.31%) Organisational Skills
6 467 (5.84%) Inclusion and Diversity
7 462 (5.78%) Law
8 385 (4.82%) Retail
9 348 (4.36%) Marketing
10 312 (3.90%) Public Sector
11 306 (3.83%) Legal
12 305 (3.82%) Banking
13 188 (2.35%) Telecoms
14 186 (2.33%) Electronics
15 164 (2.05%) Aerospace
16 160 (2.00%) Influencing Skills
17 150 (1.88%) Presentation Skills
18 120 (1.50%) Documentation Skills
19 96 (1.20%) Advertising
20 87 (1.09%) Games
Job Titles
1 1,033 (12.93%) Analyst
2 921 (11.53%) Senior
3 791 (9.90%) Developer
4 711 (8.90%) IT Support
5 580 (7.26%) Support Engineer
6 494 (6.18%) Lead
7 407 (5.09%) IT Engineer
8 395 (4.94%) Consultant
9 316 (3.95%) Support Analyst
10 311 (3.89%) IT Support Engineer
11 301 (3.77%) Software Engineer
12 264 (3.30%) Architect
13 254 (3.18%) Support Technician
13 254 (3.18%) Systems Engineer
14 244 (3.05%) Technical Support
15 214 (2.68%) IT Technician
16 201 (2.52%) Technical Engineer
17 199 (2.49%) Data Engineer
18 179 (2.24%) Technical Support Engineer
19 175 (2.19%) Administrator
Libraries, Frameworks & Software Standards
1 350 (4.38%) .NET
2 310 (3.88%) React
3 253 (3.17%) REST
4 249 (3.12%) HTML
5 198 (2.48%) CSS
6 169 (2.12%) RESTful
7 151 (1.89%) Node.js
8 114 (1.43%) SOAP
9 104 (1.30%) Spring
10 102 (1.28%) AngularJS
11 94 (1.18%) JSON
11 94 (1.18%) Vue
12 91 (1.14%) Middleware
13 88 (1.10%) Kafka
14 82 (1.03%) ASP.NET
15 76 (0.95%) Web Services
16 75 (0.94%) OAuth
17 72 (0.90%) XML
18 68 (0.85%) Spring Boot
19 51 (0.64%) LangChain
Miscellaneous
1 506 (6.33%) Driving Licence
2 495 (6.20%) Onboarding
3 406 (5.08%) Self-Motivation
4 326 (4.08%) Management Information System
5 298 (3.73%) Cloud Native
6 220 (2.75%) Product Ownership
7 175 (2.19%) Legacy Systems
8 171 (2.14%) Data Centre
9 170 (2.13%) Distributed Systems
10 126 (1.58%) Enterprise Software
11 123 (1.54%) Analytical Mindset
12 112 (1.40%) Data Structures
13 108 (1.35%) Security Posture
14 99 (1.24%) Algorithms
15 94 (1.18%) NHS
16 88 (1.10%) Social Media
17 84 (1.05%) AI Agents
18 81 (1.01%) Cyber Threat
19 80 (1.00%) IoT
20 78 (0.98%) Virtual Team
Operating Systems
1 1,232 (15.42%) Windows
2 559 (7.00%) Linux
3 529 (6.62%) Windows Server
4 164 (2.05%) Windows 10
5 112 (1.40%) Android
5 112 (1.40%) Windows Server 2016
6 106 (1.33%) Mac OS
7 97 (1.21%) Apple iOS
8 51 (0.64%) Unix
9 46 (0.58%) Windows Server 2019
10 38 (0.48%) Red Hat Enterprise Linux
11 35 (0.44%) Ubuntu
12 27 (0.34%) VMS
13 25 (0.31%) CentOS
14 13 (0.16%) Debian
14 13 (0.16%) Windows Server 2012
15 12 (0.15%) Mac OS X
15 12 (0.15%) Windows 7
16 9 (0.11%) FreeRTOS
17 8 (0.10%) Embedded Linux
Processes & Methodologies
1 1,918 (24.01%) Continuous Improvement
2 1,310 (16.40%) Agile
3 1,176 (14.72%) Customer Service
4 1,015 (12.70%) AI
5 932 (11.66%) Decision-Making
6 899 (11.25%) CI/CD
7 862 (10.79%) Mentoring
8 829 (10.38%) Stakeholder Management
9 747 (9.35%) Software Engineering
10 746 (9.34%) Analytics
11 745 (9.32%) DevOps
12 668 (8.36%) ITIL
13 647 (8.10%) Cybersecurity
14 626 (7.83%) Roadmaps
15 597 (7.47%) Business Intelligence
16 586 (7.33%) Computer Science
17 566 (7.08%) Project Management
18 560 (7.01%) Project Delivery
19 521 (6.52%) Collaborative Working
20 516 (6.46%) Stakeholder Engagement
Programming Languages
1 1,260 (15.77%) SQL
2 1,169 (14.63%) Python
3 554 (6.93%) JavaScript
4 452 (5.66%) C#
5 412 (5.16%) Java
6 344 (4.31%) PowerShell
7 253 (3.17%) TypeScript
8 218 (2.73%) C++
9 171 (2.14%) Bash
10 97 (1.21%) PHP
11 90 (1.13%) Go
12 83 (1.04%) C
13 69 (0.86%) T-SQL
14 64 (0.80%) Data Analysis Expressions
15 50 (0.63%) Scala
16 48 (0.60%) Shell Script
17 45 (0.56%) Rust
18 43 (0.54%) Perl
19 42 (0.53%) R
20 38 (0.48%) PL/SQL
Qualifications
1 1,347 (16.86%) Degree
2 705 (8.82%) Security Cleared
3 486 (6.08%) SC Cleared
4 308 (3.85%) Computer Science Degree
5 223 (2.79%) DBS Check
6 200 (2.50%) Microsoft Certification
7 161 (2.02%) DV Cleared
8 149 (1.86%) Cisco Certification
9 145 (1.81%) Azure Certification
10 139 (1.74%) CISSP
11 123 (1.54%) BPSS Clearance
12 114 (1.43%) Master's Degree
13 99 (1.24%) PMI Certification
14 94 (1.18%) HNC
15 82 (1.03%) PMP
16 81 (1.01%) CCNA
17 77 (0.96%) CCNP
18 75 (0.94%) CISM
19 71 (0.89%) ACCA
20 69 (0.86%) HND
Quality Assurance & Compliance
1 460 (5.76%) QA
2 403 (5.04%) Data Quality
3 333 (4.17%) GDPR
4 226 (2.83%) SLA
5 218 (2.73%) Accessibility
6 210 (2.63%) Cyber Essentials
7 196 (2.45%) ISO/IEC 27001
8 161 (2.02%) NIST
9 153 (1.91%) PCI DSS
10 64 (0.80%) PMO
11 57 (0.71%) Cyber Essentials PLUS
12 38 (0.48%) GRC
13 37 (0.46%) ISO 9001
14 29 (0.36%) SOC 2
15 26 (0.33%) GMP
16 25 (0.31%) COBIT
17 22 (0.28%) Actionable Recommendations
18 20 (0.25%) Sarbanes-Oxley
18 20 (0.25%) WCAG
19 18 (0.23%) Good Clinical Practice
System Software
1 812 (10.16%) Active Directory
2 378 (4.73%) Docker
3 275 (3.44%) Hyper-V
4 253 (3.17%) VMware Infrastructure
5 70 (0.88%) Terminal Server
6 51 (0.64%) Firmware
7 49 (0.61%) Virtual Desktop
8 37 (0.46%) Virtual Machines
9 34 (0.43%) vSphere
10 18 (0.23%) VMware ESXi
11 16 (0.20%) KVM
12 15 (0.19%) Embedded Firmware
13 10 (0.13%) IAG
14 7 (0.088%) XenApp
15 6 (0.075%) VMware NSX
16 5 (0.063%) ClearTrust
16 5 (0.063%) Slurm Workload Manager
16 5 (0.063%) Squid
17 4 (0.050%) Virtual Servers
17 4 (0.050%) VMware Workstation
Systems Management
1 362 (4.53%) Terraform
2 328 (4.11%) Kubernetes
3 287 (3.59%) Microsoft Intune
4 159 (1.99%) Ansible
5 102 (1.28%) Grafana
6 82 (1.03%) SCCM
7 62 (0.78%) Prometheus
8 44 (0.55%) Single Sign-On
9 29 (0.36%) Nagios
10 25 (0.31%) FortiGate
11 23 (0.29%) Jamf Pro
12 22 (0.28%) Puppet
13 16 (0.20%) Argo
14 14 (0.18%) Autotask
15 13 (0.16%) Kibana
15 13 (0.16%) Proxmox
16 11 (0.14%) Docker Swarm
16 11 (0.14%) Functional Safety
16 11 (0.14%) logstash
16 11 (0.14%) Podman
Vendors
1 2,297 (28.75%) Microsoft
2 363 (4.54%) VMware
3 223 (2.79%) Oracle
4 217 (2.72%) SAP
5 216 (2.70%) Google
6 174 (2.18%) Cisco
7 162 (2.03%) ServiceNow
8 157 (1.96%) Salesforce
9 131 (1.64%) Veeam
10 126 (1.58%) Databricks
11 124 (1.55%) Splunk
12 121 (1.51%) SolarWinds
13 86 (1.08%) Apple
14 78 (0.98%) Tanium
15 71 (0.89%) Nimble Storage
16 70 (0.88%) Brocade
17 68 (0.85%) Sage
18 60 (0.75%) Dell
18 60 (0.75%) Fortinet
19 57 (0.71%) Palo Alto