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

6 months to
9 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 8,085 8,390 10,521
As % of all permanent jobs in England 8.66% 19.16% 14.58%
As % of the Processes & Methodologies category 11.72% 21.43% 17.92%
Number of salaries quoted 5,685 4,803 5,595
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 £67,056 £67,500 £69,250
90th Percentile £85,000 £87,500 £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 69,000 39,152 58,715
As % of all permanent jobs advertised in England 73.88% 89.43% 81.36%
Number of salaries quoted 48,669 22,708 38,960
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 £97,528 £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 9 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 9 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 2,223 £65,000 - 2,309
North of England -9 1,642 £45,000 +5.88% 891
South East -3 1,540 £45,000 +5.88% 1,124
Midlands -9 1,175 £42,500 +6.47% 645
North West -4 862 £45,125 +0.28% 455
South West -5 780 £45,000 +20.00% 472
West Midlands -10 648 £42,500 -5.56% 377
East of England -3 645 £42,500 +21.43% 413
Yorkshire -7 547 £42,500 +21.43% 317
East Midlands -9 524 £40,000 +12.68% 268
North East -10 233 £50,000 +31.58% 130
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
1 439 (5.43%) SharePoint
2 402 (4.97%) Microsoft Exchange
3 94 (1.16%) Confluence
4 60 (0.74%) 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%) Jupyter
14 7 (0.087%) OpenEdge
15 6 (0.074%) Drupal
15 6 (0.074%) Exchange Server 2007
Applications
1 511 (6.32%) Microsoft Office
2 472 (5.84%) Microsoft Excel
3 84 (1.04%) Microsoft PowerPoint
4 50 (0.62%) MS Visio
5 49 (0.61%) Spreadsheet
6 41 (0.51%) Microsoft Project
7 31 (0.38%) AutoCAD
8 15 (0.19%) Chatbot
9 14 (0.17%) Simulink
10 13 (0.16%) Revit
11 12 (0.15%) SOLIDWORKS
12 9 (0.11%) Trello
13 8 (0.099%) Adobe Creative Suite
13 8 (0.099%) Adobe Illustrator
14 6 (0.074%) Fusion 360
15 5 (0.062%) Lightworks
15 5 (0.062%) Navisworks
15 5 (0.062%) Photoshop
16 4 (0.049%) EPLAN
17 3 (0.037%) LaTeX
Business Applications
1 83 (1.03%) SAP S/4HANA
2 75 (0.93%) Dynamics CRM
3 53 (0.66%) NetSuite
4 24 (0.30%) 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%) Dynamics NAV
12 8 (0.099%) iTrent
12 8 (0.099%) Workday HCM
Cloud Services
1 1,685 (20.84%) Azure
2 1,262 (15.61%) Microsoft 365
3 1,031 (12.75%) AWS
4 666 (8.24%) Power Platform
5 385 (4.76%) Entra ID
6 364 (4.50%) GCP
7 362 (4.48%) SaaS
8 193 (2.39%) Serverless
9 191 (2.36%) GitHub
10 190 (2.35%) Azure DevOps
11 171 (2.12%) Dynamics 365
12 165 (2.04%) Power Automate
13 145 (1.79%) PowerApps
14 110 (1.36%) OneDrive
15 108 (1.34%) Microsoft Copilot
16 102 (1.26%) Amazon S3
17 91 (1.13%) AWS Lambda
17 91 (1.13%) GitHub Actions
18 81 (1.00%) AWS CloudFormation
19 77 (0.95%) Google Workspace
Communications & Networking
1 497 (6.15%) Firewall
2 445 (5.50%) DNS
3 376 (4.65%) DHCP
4 306 (3.78%) VPN
5 275 (3.40%) TCP/IP
6 219 (2.71%) WAN
7 208 (2.57%) LAN
8 205 (2.54%) Wi-Fi
9 163 (2.02%) Wireless
10 155 (1.92%) VLAN
11 147 (1.82%) Broadband
12 141 (1.74%) Network Security
13 105 (1.30%) VoIP
14 48 (0.59%) Internet
15 45 (0.56%) SD-WAN
16 44 (0.54%) HTTP
17 42 (0.52%) SAN
18 40 (0.49%) OSPF
19 39 (0.48%) BGP
20 33 (0.41%) SSL
Database & Business Intelligence
1 519 (6.42%) Power BI
2 397 (4.91%) SQL Server
3 148 (1.83%) Data Warehouse
4 137 (1.69%) MySQL
5 133 (1.65%) Amazon RDS
6 127 (1.57%) Relational Database
7 122 (1.51%) PostgreSQL
8 120 (1.48%) Tableau
9 111 (1.37%) NoSQL
10 99 (1.22%) SQL Server Reporting Services
11 88 (1.09%) SQL Server Integration Services
12 64 (0.79%) MongoDB
13 59 (0.73%) Big Data
14 55 (0.68%) Data Lake
15 54 (0.67%) Power Query
16 53 (0.66%) Azure SQL Database
17 45 (0.56%) Metadata
18 43 (0.53%) DynamoDB
19 34 (0.42%) Amazon Redshift
20 33 (0.41%) Electronic Patient Records
Development Applications
1 366 (4.53%) Git
2 277 (3.43%) JIRA
3 126 (1.56%) Jenkins
4 115 (1.42%) GitLab
5 36 (0.45%) Selenium
6 31 (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 (0.33%) Rational DOORS
10 25 (0.31%) Postman
11 24 (0.30%) Cypress.io
12 19 (0.24%) Bitbucket
12 19 (0.24%) Visual Studio
13 18 (0.22%) Oracle Forms
14 17 (0.21%) Chocolatey
14 17 (0.21%) SonarQube
15 14 (0.17%) MLflow
15 14 (0.17%) Visual Studio Code
General
1 3,893 (48.15%) Social Skills
2 2,431 (30.07%) Analytical Skills
3 1,590 (19.67%) Finance
4 596 (7.37%) Manufacturing
5 505 (6.25%) Organisational Skills
6 482 (5.96%) Inclusion and Diversity
7 472 (5.84%) Law
8 391 (4.84%) Retail
9 348 (4.30%) Marketing
10 319 (3.95%) Public Sector
11 308 (3.81%) Banking
12 307 (3.80%) Legal
13 207 (2.56%) Electronics
14 193 (2.39%) Telecoms
15 176 (2.18%) Aerospace
16 162 (2.00%) Influencing Skills
17 151 (1.87%) Presentation Skills
18 118 (1.46%) Documentation Skills
19 96 (1.19%) Advertising
20 89 (1.10%) Games
Job Titles
1 1,032 (12.76%) Analyst
2 926 (11.45%) Senior
3 799 (9.88%) Developer
4 713 (8.82%) IT Support
5 579 (7.16%) Support Engineer
6 502 (6.21%) Lead
7 404 (5.00%) IT Engineer
8 399 (4.94%) Consultant
9 318 (3.93%) Support Analyst
10 308 (3.81%) IT Support Engineer
11 301 (3.72%) Software Engineer
12 270 (3.34%) Architect
13 256 (3.17%) Systems Engineer
14 255 (3.15%) Support Technician
15 246 (3.04%) Technical Support
16 217 (2.68%) IT Technician
17 202 (2.50%) Data Engineer
17 202 (2.50%) Technical Engineer
18 180 (2.23%) Technical Support Engineer
19 175 (2.16%) Senior Developer
Libraries, Frameworks & Software Standards
1 354 (4.38%) .NET
2 310 (3.83%) React
3 255 (3.15%) HTML
4 254 (3.14%) REST
5 204 (2.52%) CSS
6 173 (2.14%) RESTful
7 151 (1.87%) Node.js
8 115 (1.42%) SOAP
9 107 (1.32%) Spring
10 103 (1.27%) AngularJS
11 95 (1.18%) JSON
12 94 (1.16%) Vue
13 91 (1.13%) Middleware
14 90 (1.11%) Kafka
15 85 (1.05%) ASP.NET
16 79 (0.98%) Web Services
17 78 (0.96%) OAuth
18 72 (0.89%) XML
19 70 (0.87%) Spring Boot
20 52 (0.64%) LangChain
Miscellaneous
1 517 (6.39%) Driving Licence
2 505 (6.25%) Onboarding
3 414 (5.12%) Self-Motivation
4 333 (4.12%) Management Information System
5 306 (3.78%) Cloud Native
6 222 (2.75%) Product Ownership
7 176 (2.18%) Legacy Systems
8 172 (2.13%) Data Centre
9 171 (2.12%) Distributed Systems
10 130 (1.61%) Enterprise Software
11 123 (1.52%) Analytical Mindset
12 113 (1.40%) Data Structures
13 110 (1.36%) Security Posture
14 99 (1.22%) Algorithms
15 95 (1.18%) NHS
16 91 (1.13%) Social Media
17 86 (1.06%) AI Agents
18 84 (1.04%) Robotics
19 83 (1.03%) IoT
20 82 (1.01%) Cyber Threat
Operating Systems
1 1,244 (15.39%) Windows
2 563 (6.96%) Linux
3 532 (6.58%) Windows Server
4 163 (2.02%) Windows 10
5 112 (1.39%) Android
5 112 (1.39%) Windows Server 2016
6 106 (1.31%) Mac OS
7 96 (1.19%) Apple iOS
8 51 (0.63%) Unix
9 46 (0.57%) Windows Server 2019
10 38 (0.47%) Red Hat Enterprise Linux
11 35 (0.43%) Ubuntu
12 28 (0.35%) VMS
13 25 (0.31%) CentOS
14 13 (0.16%) Windows Server 2012
15 12 (0.15%) Debian
15 12 (0.15%) Mac OS X
16 11 (0.14%) Windows 7
17 9 (0.11%) Embedded Linux
17 9 (0.11%) FreeRTOS
Processes & Methodologies
1 1,951 (24.13%) Continuous Improvement
2 1,323 (16.36%) Agile
3 1,198 (14.82%) Customer Service
4 1,027 (12.70%) AI
5 947 (11.71%) Decision-Making
6 906 (11.21%) CI/CD
7 872 (10.79%) Mentoring
8 838 (10.36%) Stakeholder Management
9 757 (9.36%) Analytics
10 752 (9.30%) DevOps
11 750 (9.28%) Software Engineering
12 669 (8.27%) ITIL
13 660 (8.16%) Cybersecurity
14 641 (7.93%) Roadmaps
15 595 (7.36%) Business Intelligence
16 591 (7.31%) Computer Science
17 577 (7.14%) Project Management
18 569 (7.04%) Project Delivery
19 528 (6.53%) Collaborative Working
20 524 (6.48%) Stakeholder Engagement
Programming Languages
1 1,267 (15.67%) SQL
2 1,175 (14.53%) Python
3 559 (6.91%) JavaScript
4 455 (5.63%) C#
5 415 (5.13%) Java
6 345 (4.27%) PowerShell
7 255 (3.15%) TypeScript
8 219 (2.71%) C++
9 174 (2.15%) Bash
10 97 (1.20%) PHP
11 91 (1.13%) Go
12 88 (1.09%) C
13 70 (0.87%) T-SQL
14 65 (0.80%) Data Analysis Expressions
15 51 (0.63%) Scala
16 48 (0.59%) Shell Script
17 47 (0.58%) Rust
18 43 (0.53%) Perl
18 43 (0.53%) R
19 38 (0.47%) PL/SQL
Qualifications
1 1,375 (17.01%) Degree
2 725 (8.97%) Security Cleared
3 495 (6.12%) SC Cleared
4 308 (3.81%) Computer Science Degree
5 227 (2.81%) DBS Check
6 200 (2.47%) Microsoft Certification
7 166 (2.05%) DV Cleared
8 150 (1.86%) Azure Certification
9 149 (1.84%) Cisco Certification
10 142 (1.76%) CISSP
11 131 (1.62%) BPSS Clearance
12 117 (1.45%) Master's Degree
13 107 (1.32%) HNC
14 101 (1.25%) PMI Certification
15 83 (1.03%) PMP
16 81 (1.00%) CCNA
17 80 (0.99%) HND
18 78 (0.96%) CISM
19 77 (0.95%) CCNP
20 68 (0.84%) ACCA
Quality Assurance & Compliance
1 465 (5.75%) QA
2 402 (4.97%) Data Quality
3 337 (4.17%) GDPR
4 231 (2.86%) SLA
5 221 (2.73%) Accessibility
6 210 (2.60%) Cyber Essentials
7 196 (2.42%) ISO/IEC 27001
8 163 (2.02%) NIST
9 153 (1.89%) PCI DSS
10 64 (0.79%) PMO
11 57 (0.71%) Cyber Essentials PLUS
12 40 (0.49%) GRC
13 36 (0.45%) ISO 9001
14 29 (0.36%) SOC 2
15 25 (0.31%) COBIT
15 25 (0.31%) GMP
16 21 (0.26%) Actionable Recommendations
17 20 (0.25%) Sarbanes-Oxley
17 20 (0.25%) WCAG
18 19 (0.24%) NCSC
System Software
1 819 (10.13%) Active Directory
2 382 (4.72%) Docker
3 275 (3.40%) Hyper-V
4 252 (3.12%) VMware Infrastructure
5 70 (0.87%) Terminal Server
6 54 (0.67%) Firmware
7 50 (0.62%) 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
17 4 (0.049%) VMware Workstation
Systems Management
1 364 (4.50%) Terraform
2 334 (4.13%) Kubernetes
3 287 (3.55%) Microsoft Intune
4 159 (1.97%) Ansible
5 102 (1.26%) Grafana
6 82 (1.01%) SCCM
7 62 (0.77%) 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 22 (0.27%) Puppet
13 16 (0.20%) Argo
14 14 (0.17%) 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 2,312 (28.60%) Microsoft
2 364 (4.50%) VMware
3 226 (2.80%) Oracle
4 222 (2.75%) Google
4 222 (2.75%) SAP
5 173 (2.14%) Cisco
6 164 (2.03%) ServiceNow
7 154 (1.90%) Salesforce
8 130 (1.61%) Veeam
9 127 (1.57%) Databricks
10 124 (1.53%) Splunk
11 121 (1.50%) SolarWinds
12 85 (1.05%) Apple
13 78 (0.96%) Tanium
14 71 (0.88%) Nimble Storage
15 70 (0.87%) Brocade
16 69 (0.85%) Sage
17 60 (0.74%) Fortinet
18 59 (0.73%) Dell
19 57 (0.71%) Palo Alto