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

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 10 4 7
Rank change year-on-year -6 +3 +6
Permanent jobs citing Problem-Solving 6,506 7,156 12,041
As % of all permanent jobs in England 8.79% 19.58% 15.00%
As % of the Processes & Methodologies category 11.53% 21.04% 17.45%
Number of salaries quoted 4,510 4,489 8,401
10th Percentile £27,000 £28,750 £26,250
25th Percentile £31,250 £37,500 £33,500
Median annual salary (50th Percentile) £47,500 £55,000 £50,000
Median % change year-on-year -13.64% +10.00% -9.09%
75th Percentile £68,750 £75,000 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,085 £55,000 £50,000
% change year-on-year -14.39% +10.00% -9.50%

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 56,409 34,008 69,006
As % of all permanent jobs advertised in England 76.20% 93.07% 85.98%
Number of salaries quoted 35,591 20,482 53,043
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £43,227 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -12.00%
75th Percentile £78,750 £80,000 £73,750
90th Percentile £100,000 £103,750 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.57%

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 April 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 April 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 -4 1,989 £67,500 +3.85% 986
North of England -18 1,307 £41,500 -9.78% 662
South East -7 1,197 £45,000 -11.71% 802
Midlands -20 901 £40,000 -15.79% 478
North West -17 674 £42,500 -15.00% 365
South West -8 558 £43,500 -7.45% 308
West Midlands -25 536 £42,500 -19.05% 278
Yorkshire -8 506 £37,500 -10.71% 222
East of England -9 451 £40,000 -20.00% 288
East Midlands -3 362 £35,000 -12.50% 199
North East -13 127 £45,497 +1.10% 92
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
1 339 (5.21%) Microsoft Exchange
2 284 (4.37%) SharePoint
3 77 (1.18%) Confluence
4 55 (0.85%) CMS
5 54 (0.83%) Apache
6 44 (0.68%) Apache Airflow
7 36 (0.55%) Apache Spark
8 33 (0.51%) IIS
9 26 (0.40%) WordPress
10 16 (0.25%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.18%) nginx
13 11 (0.17%) Exchange Server 2013
14 9 (0.14%) Anypoint
14 9 (0.14%) Drupal
14 9 (0.14%) Exchange Server 2007
14 9 (0.14%) Exchange Server 2010
15 6 (0.092%) Oracle SOA Suite
16 5 (0.077%) OpenStack
17 4 (0.061%) Moodle
Applications
1 438 (6.73%) Microsoft Office
2 354 (5.44%) Microsoft Excel
3 66 (1.01%) Microsoft PowerPoint
4 39 (0.60%) Spreadsheet
5 37 (0.57%) MS Visio
6 30 (0.46%) Microsoft Project
7 12 (0.18%) AutoCAD
7 12 (0.18%) Chatbot
8 11 (0.17%) Adobe Illustrator
8 11 (0.17%) Photoshop
9 9 (0.14%) Maya
10 8 (0.12%) Adobe Creative Suite
10 8 (0.12%) Fusion 360
11 5 (0.077%) Adobe XD
11 5 (0.077%) SOLIDWORKS
12 4 (0.061%) Trello
13 3 (0.046%) Elementor
13 3 (0.046%) Simulink
14 2 (0.031%) Notion
14 2 (0.031%) Sketch
Business Applications
1 60 (0.92%) Dynamics CRM
2 49 (0.75%) SAP S/4HANA
3 33 (0.51%) NetSuite
4 20 (0.31%) Salesforce CRM
5 18 (0.28%) Shopify
6 17 (0.26%) SAP CO
7 16 (0.25%) Dynamics NAV
7 16 (0.25%) Endur
8 13 (0.20%) Maximo
9 12 (0.18%) Magento
10 11 (0.17%) iTrent
11 10 (0.15%) Workday HCM
12 8 (0.12%) Elite 3E
12 8 (0.12%) SAP ERP
12 8 (0.12%) SAP FI
12 8 (0.12%) SAP FI/CO
13 7 (0.11%) IBM Planning Analytics
13 7 (0.11%) Oracle EBS
13 7 (0.11%) Q-Pulse
13 7 (0.11%) Sage 200
Cloud Services
1 1,394 (21.43%) Azure
2 994 (15.28%) Microsoft 365
3 810 (12.45%) AWS
4 492 (7.56%) Power Platform
5 358 (5.50%) SaaS
6 301 (4.63%) GCP
7 277 (4.26%) Entra ID
8 181 (2.78%) GitHub
9 173 (2.66%) Serverless
10 171 (2.63%) Azure DevOps
11 134 (2.06%) Power Automate
12 112 (1.72%) Dynamics 365
13 94 (1.44%) Amazon S3
14 89 (1.37%) Google Workspace
15 85 (1.31%) GitHub Actions
16 83 (1.28%) AWS CloudFormation
17 82 (1.26%) AWS Lambda
17 82 (1.26%) PowerApps
18 81 (1.25%) Azure Data Factory
19 75 (1.15%) PaaS
Communications & Networking
1 410 (6.30%) DNS
2 376 (5.78%) Firewall
3 351 (5.40%) DHCP
4 257 (3.95%) VPN
5 216 (3.32%) WAN
6 205 (3.15%) TCP/IP
7 204 (3.14%) Wi-Fi
8 181 (2.78%) LAN
9 179 (2.75%) Broadband
10 120 (1.84%) VLAN
11 106 (1.63%) Wireless
12 90 (1.38%) VoIP
13 68 (1.05%) SD-WAN
14 58 (0.89%) Network Security
15 48 (0.74%) SAN
16 41 (0.63%) Internet
17 31 (0.48%) Remote Desktop
17 31 (0.48%) Structured Cabling
18 30 (0.46%) BGP
19 29 (0.45%) HTTP
Database & Business Intelligence
1 415 (6.38%) Power BI
2 278 (4.27%) SQL Server
3 135 (2.08%) Tableau
4 129 (1.98%) Data Warehouse
5 121 (1.86%) NoSQL
6 106 (1.63%) Relational Database
7 104 (1.60%) PostgreSQL
8 90 (1.38%) Amazon RDS
9 84 (1.29%) MySQL
10 74 (1.14%) SQL Server Reporting Services
11 58 (0.89%) Power Query
12 57 (0.88%) SQL Server Integration Services
13 55 (0.85%) MongoDB
14 51 (0.78%) DynamoDB
15 47 (0.72%) Azure SQL Database
16 46 (0.71%) Amazon Redshift
17 42 (0.65%) Metadata
18 37 (0.57%) Big Data
18 37 (0.57%) Data Lake
19 25 (0.38%) BigQuery
Development Applications
1 281 (4.32%) Git
2 226 (3.47%) JIRA
3 115 (1.77%) Jenkins
4 101 (1.55%) GitLab
5 50 (0.77%) Selenium
6 29 (0.45%) Visual Studio
7 24 (0.37%) Cypress.io
8 20 (0.31%) Cucumber
8 20 (0.31%) Maven
8 20 (0.31%) Rational DOORS
9 19 (0.29%) Burp Suite
9 19 (0.29%) Metasploit
9 19 (0.29%) SonarQube
10 18 (0.28%) Bitbucket
10 18 (0.28%) Chocolatey
11 17 (0.26%) CircleCI
11 17 (0.26%) TeamCity
12 16 (0.25%) LabVIEW
13 14 (0.22%) JUnit
14 13 (0.20%) Robot Framework
General
1 3,146 (48.36%) Social Skills
2 1,984 (30.49%) Analytical Skills
3 1,423 (21.87%) Finance
4 452 (6.95%) Organisational Skills
5 380 (5.84%) Inclusion and Diversity
6 358 (5.50%) Marketing
7 318 (4.89%) Law
8 312 (4.80%) Retail
9 310 (4.76%) Manufacturing
10 309 (4.75%) Banking
11 302 (4.64%) Legal
12 294 (4.52%) Public Sector
13 162 (2.49%) Presentation Skills
14 153 (2.35%) Telecoms
15 147 (2.26%) Electronics
16 102 (1.57%) Documentation Skills
17 87 (1.34%) Games
18 82 (1.26%) Influencing Skills
19 80 (1.23%) Automotive
20 78 (1.20%) Financial Institution
Job Titles
1 943 (14.49%) Analyst
2 794 (12.20%) Senior
3 742 (11.40%) IT Support
4 636 (9.78%) Support Engineer
5 583 (8.96%) Developer
6 409 (6.29%) Lead
7 394 (6.06%) IT Engineer
8 324 (4.98%) IT Support Engineer
9 294 (4.52%) Support Analyst
10 249 (3.83%) Consultant
11 217 (3.34%) Architect
11 217 (3.34%) Support Technician
12 205 (3.15%) Business Analyst
13 193 (2.97%) Infrastructure Engineer
14 192 (2.95%) Software Engineer
15 190 (2.92%) 2nd Line Support
16 188 (2.89%) Technical Support
17 183 (2.81%) Systems Engineer
18 165 (2.54%) IT Technician
19 149 (2.29%) IT Support Technician
Libraries, Frameworks & Software Standards
1 257 (3.95%) React
2 246 (3.78%) .NET
3 224 (3.44%) HTML
4 186 (2.86%) CSS
5 153 (2.35%) Node.js
6 136 (2.09%) REST
7 125 (1.92%) RESTful
8 73 (1.12%) JSON
8 73 (1.12%) Middleware
9 71 (1.09%) Vue
10 70 (1.08%) Spring
11 67 (1.03%) SOAP
11 67 (1.03%) XML
12 66 (1.01%) AngularJS
13 64 (0.98%) Kafka
14 63 (0.97%) Django
15 58 (0.89%) Flask
16 50 (0.77%) gRPC
16 50 (0.77%) Web Services
17 48 (0.74%) FastAPI
Miscellaneous
1 434 (6.67%) Onboarding
2 422 (6.49%) Driving Licence
3 365 (5.61%) Self-Motivation
4 210 (3.23%) Management Information System
5 181 (2.78%) Cloud Native
6 158 (2.43%) Product Ownership
7 156 (2.40%) Analytical Mindset
8 150 (2.31%) Distributed Systems
9 144 (2.21%) Data Centre
10 136 (2.09%) Legacy Systems
11 101 (1.55%) Enterprise Software
12 95 (1.46%) Mobile App
13 92 (1.41%) Social Media
14 86 (1.32%) Data Structures
15 76 (1.17%) Low-Code
16 66 (1.01%) Security Posture
17 58 (0.89%) Algorithms
17 58 (0.89%) Video\Live Streaming
18 57 (0.88%) Virtual Team
19 51 (0.78%) IoT
Operating Systems
1 1,102 (16.94%) Windows
2 422 (6.49%) Linux
3 421 (6.47%) Windows Server
4 172 (2.64%) Windows 10
5 123 (1.89%) Windows Server 2016
6 105 (1.61%) Android
7 91 (1.40%) Apple iOS
8 87 (1.34%) Mac OS
9 60 (0.92%) Unix
10 56 (0.86%) Windows Server 2019
11 41 (0.63%) Red Hat Enterprise Linux
12 37 (0.57%) Windows Server 2012
13 32 (0.49%) CentOS
14 27 (0.42%) Ubuntu
15 21 (0.32%) VMS
16 20 (0.31%) Windows 7
17 18 (0.28%) Mac OS X
18 10 (0.15%) Debian
18 10 (0.15%) Windows 8
19 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,176 (18.08%) Continuous Improvement
2 1,053 (16.19%) Agile
3 961 (14.77%) Customer Service
4 693 (10.65%) Mentoring
5 691 (10.62%) AI
6 684 (10.51%) Decision-Making
7 677 (10.41%) CI/CD
8 663 (10.19%) Analytics
9 623 (9.58%) DevOps
10 595 (9.15%) ITIL
11 551 (8.47%) Business Intelligence
12 537 (8.25%) Project Management
13 503 (7.73%) Stakeholder Management
14 501 (7.70%) Computer Science
15 461 (7.09%) Software Engineering
16 430 (6.61%) Cybersecurity
17 429 (6.59%) Roadmaps
18 411 (6.32%) Coaching
19 366 (5.63%) Process Improvement
20 351 (5.40%) CRM
Programming Languages
1 1,006 (15.46%) Python
2 915 (14.06%) SQL
3 436 (6.70%) JavaScript
4 337 (5.18%) Java
5 306 (4.70%) PowerShell
6 269 (4.13%) C#
7 187 (2.87%) TypeScript
8 155 (2.38%) Bash
9 91 (1.40%) C++
10 90 (1.38%) Go
11 82 (1.26%) Data Analysis Expressions
11 82 (1.26%) PHP
12 65 (1.00%) Scala
13 53 (0.81%) C
14 50 (0.77%) T-SQL
15 39 (0.60%) Kotlin
16 34 (0.52%) Bicep
17 33 (0.51%) R
18 32 (0.49%) Apex Code
18 32 (0.49%) Rust
Qualifications
1 1,272 (19.55%) Degree
2 460 (7.07%) Security Cleared
3 288 (4.43%) SC Cleared
4 259 (3.98%) Computer Science Degree
5 195 (3.00%) DBS Check
6 183 (2.81%) Microsoft Certification
7 131 (2.01%) Master's Degree
8 111 (1.71%) CISSP
9 108 (1.66%) DV Cleared
10 94 (1.44%) Cisco Certification
11 87 (1.34%) ACCA
12 86 (1.32%) A+ Certification
13 85 (1.31%) BPSS Clearance
14 78 (1.20%) PMI Certification
15 76 (1.17%) CIMA
16 67 (1.03%) CCNA
17 63 (0.97%) PMP
18 59 (0.91%) Network+ Certification
19 57 (0.88%) AWS Certification
20 55 (0.85%) Azure Certification
Quality Assurance & Compliance
1 312 (4.80%) QA
2 297 (4.57%) Data Quality
3 251 (3.86%) GDPR
4 163 (2.51%) ISO/IEC 27001
5 162 (2.49%) Cyber Essentials
6 161 (2.47%) SLA
7 134 (2.06%) NIST
8 131 (2.01%) PCI DSS
9 116 (1.78%) Accessibility
10 51 (0.78%) Cyber Essentials PLUS
11 34 (0.52%) SOC 2
12 32 (0.49%) ISO 9001
13 30 (0.46%) Actionable Recommendations
14 27 (0.42%) PMO
15 23 (0.35%) COBIT
16 21 (0.32%) GRC
17 14 (0.22%) GMP
18 10 (0.15%) HIPAA
18 10 (0.15%) ISO/IEC 20000
18 10 (0.15%) Sarbanes-Oxley
System Software
1 735 (11.30%) Active Directory
2 308 (4.73%) Docker
3 218 (3.35%) Hyper-V
4 172 (2.64%) VMware Infrastructure
5 63 (0.97%) Terminal Server
6 35 (0.54%) Firmware
6 35 (0.54%) Virtual Desktop
7 31 (0.48%) Virtual Machines
8 17 (0.26%) vSphere
9 15 (0.23%) KVM
10 10 (0.15%) VMware ESXi
10 10 (0.15%) VMware Workstation
11 7 (0.11%) IAG
11 7 (0.11%) XenApp
12 5 (0.077%) Slurm Workload Manager
12 5 (0.077%) Virtual Servers
13 4 (0.061%) Microsoft Virtual Server
14 3 (0.046%) VMware NSX
15 2 (0.031%) BitLocker
15 2 (0.031%) Embedded Firmware
Systems Management
1 302 (4.64%) Terraform
2 252 (3.87%) Microsoft Intune
3 234 (3.60%) Kubernetes
4 159 (2.44%) Ansible
5 96 (1.48%) Grafana
6 86 (1.32%) SCCM
7 55 (0.85%) Prometheus
8 29 (0.45%) Nagios
9 27 (0.42%) Single Sign-On
10 24 (0.37%) Active Directory Federation Services
11 21 (0.32%) BMC PATROL
12 18 (0.28%) Jamf Pro
13 16 (0.25%) Kibana
14 15 (0.23%) Argo
14 15 (0.23%) vCenter Server
15 14 (0.22%) Autotask
15 14 (0.22%) Cisco CUCM
15 14 (0.22%) FortiGate
16 13 (0.20%) Nessus
16 13 (0.20%) Puppet
Vendors
1 1,685 (25.90%) Microsoft
2 275 (4.23%) VMware
3 191 (2.94%) Oracle
4 167 (2.57%) SAP
5 160 (2.46%) Google
6 148 (2.27%) ServiceNow
7 143 (2.20%) Cisco
8 134 (2.06%) Salesforce
9 125 (1.92%) SolarWinds
10 119 (1.83%) Splunk
10 119 (1.83%) Veeam
11 117 (1.80%) Databricks
12 84 (1.29%) Adobe
12 84 (1.29%) Apple
13 73 (1.12%) Dell
14 64 (0.98%) Tanium
15 63 (0.97%) Brocade
15 63 (0.97%) Nimble Storage
16 56 (0.86%) Red Hat
17 50 (0.77%) Dynatrace