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

6 months to
10 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 8,090 8,398 10,651
As % of all permanent jobs in England 8.62% 19.17% 14.74%
As % of the Processes & Methodologies category 11.69% 21.44% 18.11%
Number of salaries quoted 5,677 4,803 5,600
10th Percentile £27,750 £26,250 £26,750
25th Percentile £33,000 £31,250 £36,250
Median annual salary (50th Percentile) £47,500 £47,000 £50,000
Median % change year-on-year +1.06% -6.00% -9.09%
75th Percentile £66,750 £67,500 £68,750
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,500 £47,021 £50,000
% change year-on-year +1.02% -5.96% -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 69,222 39,170 58,822
As % of all permanent jobs advertised in England 73.76% 89.42% 81.39%
Number of salaries quoted 48,821 22,704 38,917
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 £77,500 £75,000
90th Percentile £100,000 £97,519 £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 10 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 10 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 2,225 £65,000 - 2,336
North of England -9 1,637 £45,000 +5.88% 888
South East -3 1,539 £45,000 +5.88% 1,132
Midlands -9 1,181 £42,500 +6.47% 662
North West -5 861 £45,000 - 450
South West -5 781 £45,000 +20.00% 484
West Midlands -10 650 £42,500 -5.56% 387
East of England -3 647 £42,500 +21.43% 414
Yorkshire -7 543 £42,500 +21.43% 318
East Midlands -9 528 £40,000 +12.68% 275
North East -11 233 £50,000 +31.58% 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
1 440 (5.44%) SharePoint
2 400 (4.94%) Microsoft Exchange
3 96 (1.19%) Confluence
4 61 (0.75%) CMS
5 51 (0.63%) Apache
6 47 (0.58%) IIS
7 40 (0.49%) Apache Airflow
8 38 (0.47%) Apache Spark
8 38 (0.47%) WordPress
9 21 (0.26%) SAS
10 13 (0.16%) Palantir Foundry
11 11 (0.14%) nginx
11 11 (0.14%) WebLogic
11 11 (0.14%) WebSphere
12 9 (0.11%) Oracle SOA Suite
13 8 (0.099%) Exchange Server 2013
14 7 (0.087%) Drupal
14 7 (0.087%) Jupyter
14 7 (0.087%) OpenEdge
15 6 (0.074%) Exchange Server 2007
Applications
1 513 (6.34%) Microsoft Office
2 471 (5.82%) Microsoft Excel
3 83 (1.03%) Microsoft PowerPoint
4 49 (0.61%) MS Visio
4 49 (0.61%) Spreadsheet
5 41 (0.51%) Microsoft Project
6 31 (0.38%) AutoCAD
7 15 (0.19%) Chatbot
8 14 (0.17%) Simulink
9 13 (0.16%) Revit
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
14 5 (0.062%) Lightworks
14 5 (0.062%) Navisworks
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
11 9 (0.11%) Sage 50
11 9 (0.11%) Sage X3
12 8 (0.099%) iTrent
12 8 (0.099%) Workday HCM
13 7 (0.087%) Maximo
Cloud Services
1 1,679 (20.75%) Azure
2 1,258 (15.55%) Microsoft 365
3 1,029 (12.72%) AWS
4 664 (8.21%) Power Platform
5 385 (4.76%) Entra ID
6 364 (4.50%) GCP
7 361 (4.46%) SaaS
8 193 (2.39%) Serverless
9 189 (2.34%) Azure DevOps
10 188 (2.32%) GitHub
11 169 (2.09%) Dynamics 365
12 164 (2.03%) Power Automate
13 144 (1.78%) PowerApps
14 111 (1.37%) OneDrive
15 108 (1.33%) Microsoft Copilot
16 102 (1.26%) Amazon S3
17 91 (1.12%) AWS Lambda
18 89 (1.10%) GitHub Actions
19 81 (1.00%) AWS CloudFormation
20 75 (0.93%) Google Workspace
Communications & Networking
1 497 (6.14%) Firewall
2 445 (5.50%) DNS
3 377 (4.66%) DHCP
4 304 (3.76%) VPN
5 276 (3.41%) TCP/IP
6 217 (2.68%) WAN
7 207 (2.56%) LAN
8 204 (2.52%) Wi-Fi
9 163 (2.01%) Wireless
10 154 (1.90%) VLAN
11 147 (1.82%) Broadband
12 142 (1.76%) Network Security
13 106 (1.31%) VoIP
14 48 (0.59%) Internet
15 44 (0.54%) HTTP
15 44 (0.54%) SD-WAN
16 41 (0.51%) SAN
17 40 (0.49%) OSPF
18 39 (0.48%) BGP
19 33 (0.41%) SSL
Database & Business Intelligence
1 517 (6.39%) Power BI
2 396 (4.89%) SQL Server
3 147 (1.82%) Data Warehouse
4 137 (1.69%) MySQL
5 133 (1.64%) Amazon RDS
6 126 (1.56%) Relational Database
7 121 (1.50%) Tableau
8 120 (1.48%) PostgreSQL
9 111 (1.37%) NoSQL
10 98 (1.21%) SQL Server Reporting Services
11 88 (1.09%) SQL Server Integration Services
12 64 (0.79%) MongoDB
13 59 (0.73%) Big Data
14 54 (0.67%) Data Lake
15 53 (0.66%) Azure SQL Database
15 53 (0.66%) Power Query
16 45 (0.56%) Metadata
17 43 (0.53%) DynamoDB
18 34 (0.42%) Amazon Redshift
18 34 (0.42%) Electronic Patient Records
Development Applications
1 365 (4.51%) Git
2 278 (3.44%) JIRA
3 125 (1.55%) Jenkins
4 114 (1.41%) GitLab
5 36 (0.44%) Selenium
6 32 (0.40%) Eclipse
7 29 (0.36%) Claude Code
7 29 (0.36%) JUnit
7 29 (0.36%) Subversion
8 28 (0.35%) Cucumber
9 27 (0.33%) Rational DOORS
10 25 (0.31%) Postman
11 24 (0.30%) Cypress.io
12 19 (0.23%) Bitbucket
12 19 (0.23%) Visual Studio
13 18 (0.22%) Oracle Forms
14 17 (0.21%) SonarQube
15 16 (0.20%) Chocolatey
16 14 (0.17%) MLflow
16 14 (0.17%) Visual Studio Code
General
1 3,889 (48.07%) Social Skills
2 2,430 (30.04%) Analytical Skills
3 1,589 (19.64%) Finance
4 603 (7.45%) Manufacturing
5 501 (6.19%) Organisational Skills
6 486 (6.01%) Inclusion and Diversity
7 473 (5.85%) Law
8 394 (4.87%) Retail
9 355 (4.39%) Marketing
10 320 (3.96%) Public Sector
11 307 (3.79%) Banking
12 305 (3.77%) Legal
13 208 (2.57%) Electronics
14 194 (2.40%) Telecoms
15 180 (2.22%) Aerospace
16 162 (2.00%) Influencing Skills
17 152 (1.88%) Presentation Skills
18 117 (1.45%) Documentation Skills
19 96 (1.19%) Advertising
20 89 (1.10%) Games
Job Titles
1 1,027 (12.69%) Analyst
2 923 (11.41%) Senior
3 796 (9.84%) Developer
4 704 (8.70%) IT Support
5 571 (7.06%) Support Engineer
6 500 (6.18%) Lead
7 401 (4.96%) Consultant
8 398 (4.92%) IT Engineer
9 312 (3.86%) Support Analyst
10 302 (3.73%) IT Support Engineer
11 301 (3.72%) Software Engineer
12 271 (3.35%) Architect
13 257 (3.18%) Systems Engineer
14 254 (3.14%) Support Technician
15 247 (3.05%) Technical Support
16 216 (2.67%) IT Technician
17 203 (2.51%) Technical Engineer
18 202 (2.50%) Data Engineer
19 181 (2.24%) Technical Support Engineer
20 174 (2.15%) Senior Developer
Libraries, Frameworks & Software Standards
1 352 (4.35%) .NET
2 309 (3.82%) React
3 254 (3.14%) HTML
3 254 (3.14%) REST
4 201 (2.48%) CSS
5 173 (2.14%) RESTful
6 150 (1.85%) Node.js
7 115 (1.42%) SOAP
8 106 (1.31%) Spring
9 100 (1.24%) AngularJS
10 95 (1.17%) JSON
11 94 (1.16%) Vue
12 91 (1.12%) Middleware
13 90 (1.11%) Kafka
14 85 (1.05%) ASP.NET
15 80 (0.99%) Web Services
16 77 (0.95%) OAuth
17 72 (0.89%) XML
18 69 (0.85%) Spring Boot
19 52 (0.64%) LangChain
Miscellaneous
1 516 (6.38%) Driving Licence
2 507 (6.27%) Onboarding
3 413 (5.11%) Self-Motivation
4 333 (4.12%) Management Information System
5 305 (3.77%) Cloud Native
6 224 (2.77%) Product Ownership
7 174 (2.15%) Legacy Systems
8 172 (2.13%) Data Centre
9 171 (2.11%) Distributed Systems
10 130 (1.61%) Enterprise Software
11 122 (1.51%) Analytical Mindset
12 113 (1.40%) Data Structures
13 112 (1.38%) Security Posture
14 99 (1.22%) Algorithms
15 97 (1.20%) NHS
16 92 (1.14%) Social Media
17 86 (1.06%) AI Agents
18 85 (1.05%) Robotics
19 83 (1.03%) IoT
20 81 (1.00%) Cyber Threat
Operating Systems
1 1,240 (15.33%) Windows
2 561 (6.93%) Linux
3 532 (6.58%) Windows Server
4 160 (1.98%) Windows 10
5 112 (1.38%) Windows Server 2016
6 111 (1.37%) Android
7 105 (1.30%) Mac OS
8 96 (1.19%) Apple iOS
9 51 (0.63%) Unix
10 46 (0.57%) Windows Server 2019
11 38 (0.47%) Red Hat Enterprise Linux
12 35 (0.43%) Ubuntu
13 28 (0.35%) VMS
14 25 (0.31%) CentOS
15 13 (0.16%) Windows Server 2012
16 12 (0.15%) Debian
16 12 (0.15%) Mac OS X
17 10 (0.12%) Windows 7
18 9 (0.11%) Embedded Linux
18 9 (0.11%) FreeRTOS
Processes & Methodologies
1 1,946 (24.05%) Continuous Improvement
2 1,327 (16.40%) Agile
3 1,194 (14.76%) Customer Service
4 1,031 (12.74%) AI
5 953 (11.78%) Decision-Making
6 903 (11.16%) CI/CD
7 876 (10.83%) Mentoring
8 836 (10.33%) Stakeholder Management
9 758 (9.37%) Analytics
10 749 (9.26%) Software Engineering
11 747 (9.23%) DevOps
12 663 (8.20%) ITIL
13 660 (8.16%) Cybersecurity
14 646 (7.99%) Roadmaps
15 593 (7.33%) Business Intelligence
16 590 (7.29%) Computer Science
17 577 (7.13%) Project Management
18 572 (7.07%) Project Delivery
19 528 (6.53%) Collaborative Working
20 521 (6.44%) Stakeholder Engagement
Programming Languages
1 1,263 (15.61%) SQL
2 1,176 (14.54%) Python
3 557 (6.89%) JavaScript
4 455 (5.62%) C#
5 414 (5.12%) Java
6 343 (4.24%) PowerShell
7 254 (3.14%) TypeScript
8 220 (2.72%) C++
9 174 (2.15%) Bash
10 96 (1.19%) PHP
11 91 (1.12%) Go
12 89 (1.10%) C
13 69 (0.85%) T-SQL
14 63 (0.78%) Data Analysis Expressions
15 50 (0.62%) Scala
16 48 (0.59%) Shell Script
17 47 (0.58%) Rust
18 44 (0.54%) Perl
19 41 (0.51%) R
20 38 (0.47%) PL/SQL
Qualifications
1 1,380 (17.06%) Degree
2 731 (9.04%) Security Cleared
3 498 (6.16%) SC Cleared
4 308 (3.81%) Computer Science Degree
5 230 (2.84%) DBS Check
6 199 (2.46%) Microsoft Certification
7 167 (2.06%) DV Cleared
8 149 (1.84%) Azure Certification
8 149 (1.84%) Cisco Certification
9 142 (1.76%) CISSP
10 133 (1.64%) BPSS Clearance
11 119 (1.47%) Master's Degree
12 109 (1.35%) HNC
13 102 (1.26%) PMI Certification
14 83 (1.03%) PMP
15 82 (1.01%) HND
16 81 (1.00%) CCNA
17 78 (0.96%) CISM
18 77 (0.95%) CCNP
19 68 (0.84%) ACCA
Quality Assurance & Compliance
1 464 (5.74%) QA
2 401 (4.96%) Data Quality
3 336 (4.15%) GDPR
4 231 (2.86%) SLA
5 223 (2.76%) Accessibility
6 208 (2.57%) Cyber Essentials
7 198 (2.45%) ISO/IEC 27001
8 164 (2.03%) NIST
9 151 (1.87%) PCI DSS
10 64 (0.79%) PMO
11 56 (0.69%) Cyber Essentials PLUS
12 41 (0.51%) GRC
13 36 (0.44%) ISO 9001
14 29 (0.36%) 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
1 815 (10.07%) Active Directory
2 381 (4.71%) Docker
3 275 (3.40%) Hyper-V
4 251 (3.10%) VMware Infrastructure
5 70 (0.87%) Terminal Server
6 53 (0.66%) Firmware
7 49 (0.61%) Virtual Desktop
8 37 (0.46%) 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 10 (0.12%) IAG
14 7 (0.087%) XenApp
15 6 (0.074%) VMware NSX
16 5 (0.062%) ClearTrust
16 5 (0.062%) Slurm Workload Manager
16 5 (0.062%) Squid
17 4 (0.049%) Virtual Servers
18 3 (0.037%) Terminal Services
Systems Management
1 364 (4.50%) Terraform
2 333 (4.12%) Kubernetes
3 285 (3.52%) Microsoft Intune
4 160 (1.98%) Ansible
5 100 (1.24%) Grafana
6 80 (0.99%) SCCM
7 60 (0.74%) Prometheus
8 48 (0.59%) Single Sign-On
9 29 (0.36%) Nagios
10 25 (0.31%) FortiGate
11 23 (0.28%) Jamf Pro
12 21 (0.26%) Puppet
13 16 (0.20%) Argo
14 13 (0.16%) Autotask
14 13 (0.16%) Kibana
14 13 (0.16%) Proxmox
15 11 (0.14%) Docker Swarm
15 11 (0.14%) logstash
15 11 (0.14%) Nmap
15 11 (0.14%) Podman
Vendors
1 2,312 (28.58%) Microsoft
2 364 (4.50%) VMware
3 226 (2.79%) Oracle
4 224 (2.77%) Google
4 224 (2.77%) SAP
5 173 (2.14%) Cisco
6 164 (2.03%) ServiceNow
7 155 (1.92%) Salesforce
8 131 (1.62%) Veeam
9 126 (1.56%) Databricks
10 125 (1.55%) Splunk
11 121 (1.50%) SolarWinds
12 84 (1.04%) Apple
13 78 (0.96%) Tanium
14 71 (0.88%) Nimble Storage
15 70 (0.87%) Brocade
16 68 (0.84%) Sage
17 62 (0.77%) Fortinet
18 58 (0.72%) Dell
18 58 (0.72%) Palo Alto