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

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 8 4 8
Rank change year-on-year -4 +4 +3
Permanent jobs citing Problem-Solving 8,094 8,406 10,731
As % of all permanent jobs in England 8.62% 19.25% 14.75%
As % of the Processes & Methodologies category 11.69% 21.53% 18.12%
Number of salaries quoted 5,682 4,775 5,591
10th Percentile £27,750 £26,250 £26,750
25th Percentile £33,250 £31,250 £36,250
Median annual salary (50th Percentile) £47,500 £46,500 £50,000
Median % change year-on-year +2.15% -7.00% -9.09%
75th Percentile £66,500 £67,500 £68,750
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,500 £46,500 £50,000
% change year-on-year +2.15% -7.00% -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 69,225 39,040 59,213
As % of all permanent jobs advertised in England 73.69% 89.39% 81.41%
Number of salaries quoted 48,876 22,555 38,883
10th Percentile £31,250 £28,500 £31,250
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 £76,840 £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% - -8.84%

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 12 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 12 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 -6 2,224 £65,000 - 4,510
North of England -8 1,634 £45,000 +5.88% 1,272
South East -3 1,543 £45,000 +5.88% 1,414
Midlands -9 1,188 £42,500 +7.93% 827
North West -5 861 £45,000 - 698
South West -5 781 £45,000 +23.29% 685
West Midlands -9 653 £42,500 -5.56% 513
East of England -4 646 £42,500 +21.43% 586
Yorkshire -7 540 £42,500 +21.43% 412
East Midlands -9 532 £40,000 +12.68% 313
North East -9 233 £49,250 +29.61% 182
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
1 443 (5.47%) SharePoint
2 400 (4.94%) Microsoft Exchange
3 94 (1.16%) Confluence
4 61 (0.75%) CMS
5 50 (0.62%) Apache
5 50 (0.62%) IIS
6 38 (0.47%) Apache Airflow
6 38 (0.47%) Apache Spark
6 38 (0.47%) WordPress
7 21 (0.26%) SAS
8 13 (0.16%) Palantir Foundry
9 11 (0.14%) nginx
9 11 (0.14%) WebLogic
9 11 (0.14%) WebSphere
10 9 (0.11%) Oracle SOA Suite
11 8 (0.099%) Exchange Server 2013
12 7 (0.086%) Drupal
12 7 (0.086%) Jupyter
12 7 (0.086%) OpenEdge
12 7 (0.086%) Tomcat
Applications
1 513 (6.34%) Microsoft Office
2 472 (5.83%) Microsoft Excel
3 83 (1.03%) Microsoft PowerPoint
4 49 (0.61%) Spreadsheet
5 48 (0.59%) MS Visio
6 41 (0.51%) Microsoft Project
7 33 (0.41%) AutoCAD
8 16 (0.20%) Chatbot
9 15 (0.19%) Revit
9 15 (0.19%) Simulink
10 12 (0.15%) SOLIDWORKS
11 9 (0.11%) Trello
12 8 (0.099%) Adobe Creative Suite
12 8 (0.099%) Adobe Illustrator
13 6 (0.074%) Fusion 360
13 6 (0.074%) Navisworks
14 5 (0.062%) Lightworks
14 5 (0.062%) Photoshop
15 4 (0.049%) EPLAN
16 3 (0.037%) LaTeX
Business Applications
1 83 (1.03%) SAP S/4HANA
2 77 (0.95%) Dynamics CRM
3 51 (0.63%) NetSuite
4 27 (0.33%) Shopify
5 21 (0.26%) Oracle EBS
6 18 (0.22%) Magento
7 15 (0.19%) SAP Business One
7 15 (0.19%) SAP ERP
8 14 (0.17%) Elite 3E
8 14 (0.17%) IBM Planning Analytics
8 14 (0.17%) Salesforce CRM
9 11 (0.14%) Dynamics AX
9 11 (0.14%) Oracle ERP
10 10 (0.12%) JDE EnterpriseOne
10 10 (0.12%) Oracle Applications
10 10 (0.12%) Sage X3
11 9 (0.11%) iTrent
11 9 (0.11%) Sage 50
11 9 (0.11%) Workday HCM
12 8 (0.099%) Primavera
Cloud Services
1 1,689 (20.87%) Azure
2 1,257 (15.53%) Microsoft 365
3 1,011 (12.49%) AWS
4 671 (8.29%) Power Platform
5 384 (4.74%) Entra ID
6 360 (4.45%) SaaS
7 353 (4.36%) GCP
8 195 (2.41%) Azure DevOps
9 193 (2.38%) GitHub
10 190 (2.35%) Serverless
11 169 (2.09%) Dynamics 365
12 165 (2.04%) Power Automate
13 144 (1.78%) PowerApps
14 111 (1.37%) OneDrive
15 110 (1.36%) Microsoft Copilot
16 98 (1.21%) Amazon S3
17 91 (1.12%) GitHub Actions
18 89 (1.10%) AWS Lambda
19 78 (0.96%) AWS CloudFormation
20 73 (0.90%) Google Workspace
Communications & Networking
1 499 (6.17%) Firewall
2 449 (5.55%) DNS
3 379 (4.68%) DHCP
4 309 (3.82%) VPN
5 278 (3.43%) TCP/IP
6 214 (2.64%) WAN
7 205 (2.53%) LAN
8 201 (2.48%) Wi-Fi
9 164 (2.03%) Wireless
10 154 (1.90%) VLAN
11 142 (1.75%) Network Security
12 137 (1.69%) Broadband
13 105 (1.30%) VoIP
14 48 (0.59%) Internet
15 44 (0.54%) HTTP
16 43 (0.53%) SAN
16 43 (0.53%) SD-WAN
17 40 (0.49%) OSPF
18 39 (0.48%) BGP
19 33 (0.41%) SSL
Database & Business Intelligence
1 521 (6.44%) Power BI
2 399 (4.93%) SQL Server
3 146 (1.80%) Data Warehouse
4 138 (1.70%) MySQL
5 132 (1.63%) Amazon RDS
6 128 (1.58%) Relational Database
7 122 (1.51%) Tableau
8 119 (1.47%) PostgreSQL
9 110 (1.36%) NoSQL
10 97 (1.20%) SQL Server Reporting Services
11 88 (1.09%) SQL Server Integration Services
12 64 (0.79%) MongoDB
13 60 (0.74%) Big Data
14 55 (0.68%) Data Lake
15 54 (0.67%) Azure SQL Database
16 53 (0.65%) Power Query
17 45 (0.56%) Metadata
18 43 (0.53%) DynamoDB
19 39 (0.48%) Electronic Patient Records
20 31 (0.38%) Looker
Development Applications
1 366 (4.52%) Git
2 279 (3.45%) JIRA
3 126 (1.56%) Jenkins
4 110 (1.36%) GitLab
5 37 (0.46%) Selenium
6 32 (0.40%) Eclipse
7 30 (0.37%) JUnit
8 29 (0.36%) Claude Code
8 29 (0.36%) Subversion
9 28 (0.35%) Cucumber
10 26 (0.32%) Rational DOORS
11 25 (0.31%) Postman
12 23 (0.28%) Cypress.io
13 19 (0.23%) Bitbucket
13 19 (0.23%) Visual Studio
14 18 (0.22%) Oracle Forms
15 17 (0.21%) SonarQube
16 16 (0.20%) Chocolatey
17 14 (0.17%) MLflow
17 14 (0.17%) Visual Studio Code
General
1 3,899 (48.17%) Social Skills
2 2,443 (30.18%) Analytical Skills
3 1,591 (19.66%) Finance
4 604 (7.46%) Manufacturing
5 504 (6.23%) Organisational Skills
6 486 (6.00%) Inclusion and Diversity
7 470 (5.81%) Law
8 390 (4.82%) Retail
9 346 (4.27%) Marketing
10 321 (3.97%) Public Sector
11 307 (3.79%) Legal
12 306 (3.78%) Banking
13 211 (2.61%) Electronics
14 197 (2.43%) Telecoms
15 190 (2.35%) Aerospace
16 164 (2.03%) Influencing Skills
17 150 (1.85%) Presentation Skills
18 116 (1.43%) Documentation Skills
19 96 (1.19%) Advertising
20 88 (1.09%) Games
Job Titles
1 1,036 (12.80%) Analyst
2 916 (11.32%) Senior
3 798 (9.86%) Developer
4 702 (8.67%) IT Support
5 572 (7.07%) Support Engineer
6 503 (6.21%) Lead
7 401 (4.95%) Consultant
8 399 (4.93%) IT Engineer
9 317 (3.92%) Support Analyst
10 304 (3.76%) Software Engineer
11 303 (3.74%) IT Support Engineer
12 273 (3.37%) Architect
13 256 (3.16%) Systems Engineer
14 253 (3.13%) Support Technician
15 248 (3.06%) Technical Support
16 218 (2.69%) IT Technician
17 204 (2.52%) Technical Engineer
18 199 (2.46%) Data Engineer
19 182 (2.25%) Technical Support Engineer
20 173 (2.14%) Administrator
Libraries, Frameworks & Software Standards
1 357 (4.41%) .NET
2 309 (3.82%) React
3 257 (3.18%) REST
4 252 (3.11%) HTML
5 199 (2.46%) CSS
6 175 (2.16%) RESTful
7 149 (1.84%) Node.js
8 116 (1.43%) SOAP
9 106 (1.31%) Spring
10 100 (1.24%) AngularJS
11 99 (1.22%) JSON
12 95 (1.17%) Vue
13 92 (1.14%) Middleware
14 91 (1.12%) Kafka
15 85 (1.05%) ASP.NET
16 79 (0.98%) Web Services
17 78 (0.96%) OAuth
18 74 (0.91%) XML
19 70 (0.86%) Spring Boot
20 54 (0.67%) LangChain
Miscellaneous
1 520 (6.42%) Driving Licence
2 506 (6.25%) Onboarding
3 413 (5.10%) Self-Motivation
4 338 (4.18%) Management Information System
5 302 (3.73%) Cloud Native
6 228 (2.82%) Product Ownership
7 174 (2.15%) Data Centre
7 174 (2.15%) Legacy Systems
8 161 (1.99%) Distributed Systems
9 136 (1.68%) Enterprise Software
10 123 (1.52%) Analytical Mindset
11 113 (1.40%) Data Structures
12 112 (1.38%) Security Posture
13 102 (1.26%) NHS
14 100 (1.24%) Algorithms
15 92 (1.14%) Social Media
16 90 (1.11%) AI Agents
17 84 (1.04%) Robotics
18 82 (1.01%) IoT
19 81 (1.00%) Cyber Threat
Operating Systems
1 1,238 (15.30%) Windows
2 561 (6.93%) Linux
3 529 (6.54%) Windows Server
4 158 (1.95%) Windows 10
5 111 (1.37%) Windows Server 2016
6 108 (1.33%) Android
7 105 (1.30%) Mac OS
8 96 (1.19%) Apple iOS
9 52 (0.64%) Unix
10 45 (0.56%) Windows Server 2019
11 37 (0.46%) Red Hat Enterprise Linux
12 35 (0.43%) Ubuntu
13 28 (0.35%) VMS
14 24 (0.30%) CentOS
15 12 (0.15%) Debian
15 12 (0.15%) Windows Server 2012
16 11 (0.14%) Mac OS X
17 9 (0.11%) Embedded Linux
17 9 (0.11%) FreeRTOS
17 9 (0.11%) Windows 7
Processes & Methodologies
1 1,955 (24.15%) Continuous Improvement
2 1,329 (16.42%) Agile
3 1,197 (14.79%) Customer Service
4 1,043 (12.89%) AI
5 962 (11.89%) Decision-Making
6 894 (11.05%) CI/CD
7 878 (10.85%) Mentoring
8 850 (10.50%) Stakeholder Management
9 760 (9.39%) Analytics
10 748 (9.24%) Software Engineering
11 744 (9.19%) DevOps
12 668 (8.25%) Cybersecurity
13 665 (8.22%) ITIL
14 646 (7.98%) Roadmaps
15 599 (7.40%) Computer Science
16 598 (7.39%) Business Intelligence
17 580 (7.17%) Project Management
18 575 (7.10%) Project Delivery
19 530 (6.55%) Collaborative Working
20 524 (6.47%) Stakeholder Engagement
Programming Languages
1 1,267 (15.65%) SQL
2 1,174 (14.50%) Python
3 557 (6.88%) JavaScript
4 464 (5.73%) C#
5 418 (5.16%) Java
6 345 (4.26%) PowerShell
7 253 (3.13%) TypeScript
8 222 (2.74%) C++
9 172 (2.13%) Bash
10 95 (1.17%) PHP
11 90 (1.11%) C
12 81 (1.00%) Go
13 68 (0.84%) T-SQL
14 63 (0.78%) Data Analysis Expressions
15 48 (0.59%) Shell Script
16 47 (0.58%) Rust
17 44 (0.54%) Perl
18 43 (0.53%) R
19 41 (0.51%) Scala
20 39 (0.48%) PL/SQL
Qualifications
1 1,397 (17.26%) Degree
2 737 (9.11%) Security Cleared
3 504 (6.23%) SC Cleared
4 315 (3.89%) Computer Science Degree
5 230 (2.84%) DBS Check
6 201 (2.48%) Microsoft Certification
7 171 (2.11%) DV Cleared
8 151 (1.87%) Azure Certification
9 150 (1.85%) Cisco Certification
10 144 (1.78%) CISSP
11 138 (1.70%) BPSS Clearance
12 120 (1.48%) Master's Degree
13 112 (1.38%) HNC
14 106 (1.31%) PMI Certification
15 86 (1.06%) HND
16 84 (1.04%) PMP
17 82 (1.01%) CCNA
18 78 (0.96%) CISM
19 76 (0.94%) CCNP
20 68 (0.84%) ACCA
Quality Assurance & Compliance
1 470 (5.81%) QA
2 402 (4.97%) Data Quality
3 335 (4.14%) GDPR
4 229 (2.83%) SLA
5 226 (2.79%) Accessibility
6 207 (2.56%) Cyber Essentials
7 194 (2.40%) ISO/IEC 27001
8 163 (2.01%) NIST
9 148 (1.83%) PCI DSS
10 64 (0.79%) PMO
11 56 (0.69%) Cyber Essentials PLUS
12 41 (0.51%) GRC
13 35 (0.43%) ISO 9001
14 27 (0.33%) SOC 2
15 25 (0.31%) GMP
16 24 (0.30%) COBIT
17 22 (0.27%) Actionable Recommendations
18 20 (0.25%) NCSC
18 20 (0.25%) Sarbanes-Oxley
18 20 (0.25%) WCAG
System Software
1 817 (10.09%) Active Directory
2 369 (4.56%) Docker
3 275 (3.40%) Hyper-V
4 252 (3.11%) VMware Infrastructure
5 70 (0.86%) Terminal Server
6 55 (0.68%) Firmware
7 50 (0.62%) Virtual Desktop
8 36 (0.44%) Virtual Machines
9 34 (0.42%) vSphere
10 18 (0.22%) VMware ESXi
11 17 (0.21%) Embedded Firmware
12 16 (0.20%) KVM
13 7 (0.086%) IAG
13 7 (0.086%) XenApp
14 6 (0.074%) VMware NSX
15 5 (0.062%) ClearTrust
15 5 (0.062%) Slurm Workload Manager
15 5 (0.062%) Squid
16 4 (0.049%) Virtual Servers
17 3 (0.037%) GPFS
Systems Management
1 360 (4.45%) Terraform
2 328 (4.05%) Kubernetes
3 280 (3.46%) Microsoft Intune
4 156 (1.93%) Ansible
5 96 (1.19%) Grafana
6 80 (0.99%) SCCM
7 57 (0.70%) Prometheus
8 48 (0.59%) Single Sign-On
9 28 (0.35%) Nagios
10 25 (0.31%) FortiGate
11 23 (0.28%) Jamf Pro
12 21 (0.26%) Puppet
13 15 (0.19%) Argo
14 13 (0.16%) Autotask
14 13 (0.16%) Kibana
14 13 (0.16%) Proxmox
15 12 (0.15%) Functional Safety
16 11 (0.14%) logstash
16 11 (0.14%) Nmap
17 10 (0.12%) Podman
Vendors
1 2,313 (28.58%) Microsoft
2 362 (4.47%) VMware
3 229 (2.83%) Oracle
4 228 (2.82%) SAP
5 225 (2.78%) Google
6 173 (2.14%) Cisco
7 164 (2.03%) ServiceNow
8 156 (1.93%) Salesforce
9 129 (1.59%) Databricks
9 129 (1.59%) Veeam
10 122 (1.51%) Splunk
11 119 (1.47%) SolarWinds
12 80 (0.99%) Apple
13 78 (0.96%) Tanium
14 71 (0.88%) Nimble Storage
15 70 (0.86%) Brocade
16 69 (0.85%) Sage
17 62 (0.77%) Fortinet
18 59 (0.73%) Palo Alto
19 58 (0.72%) Dell