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 18 November 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Nov 2025
Same period 2024 Same period 2023
Rank 5 5 9
Rank change year-on-year 0 +4 +2
Permanent jobs citing Problem-Solving 7,165 9,613 6,972
As % of all permanent jobs in England 15.66% 16.02% 14.82%
As % of the Processes & Methodologies category 18.23% 19.11% 15.82%
Number of salaries quoted 4,710 3,916 5,013
10th Percentile £26,250 £30,250 £28,500
25th Percentile £31,000 £40,000 £37,500
Median annual salary (50th Percentile) £45,000 £55,000 £55,000
Median % change year-on-year -18.18% - -
75th Percentile £65,000 £73,750 £75,000
90th Percentile £85,000 £87,500 £91,934
UK median annual salary £45,000 £55,000 £55,000
% change year-on-year -18.18% - -

All Process and 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 39,312 50,298 44,083
As % of all permanent jobs advertised in England 85.94% 83.82% 93.70%
Number of salaries quoted 24,307 25,999 33,770
10th Percentile £28,250 £35,000 £32,500
25th Percentile £36,250 £45,000 £45,000
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -1.64%
75th Percentile £75,000 £80,000 £81,250
90th Percentile £95,000 £100,000 £100,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

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 18 November 2025.

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 18 November 2025. 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 +1 2,175 £65,000 - 2,480
South East 0 1,459 £40,000 -20.00% 1,414
North of England -2 1,367 £45,000 -0.72% 913
Midlands +2 982 £38,000 -24.00% 669
North West -3 727 £48,000 -4.00% 544
South West +2 608 £37,500 -31.82% 489
West Midlands +1 581 £42,500 -20.26% 424
Yorkshire -2 504 £33,250 -26.11% 266
East of England -1 496 £33,306 -39.44% 438
East Midlands +4 401 £32,500 -7.14% 238
North East +1 136 £33,500 +8.94% 106
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
1 333 (4.65%) Microsoft Exchange
2 307 (4.28%) SharePoint
3 95 (1.33%) Confluence
4 52 (0.73%) Apache Spark
5 49 (0.68%) IIS
6 44 (0.61%) Apache
7 34 (0.47%) CMS
8 27 (0.38%) Apache Airflow
9 26 (0.36%) WordPress
10 14 (0.20%) nginx
11 10 (0.14%) Headless CMS
11 10 (0.14%) Oracle SOA Suite
12 8 (0.11%) Apache Solr
12 8 (0.11%) SAS
13 7 (0.098%) Anypoint
14 6 (0.084%) HCL Notes
14 6 (0.084%) Umbraco
15 5 (0.070%) Exchange Server 2013
16 4 (0.056%) ArcGIS
16 4 (0.056%) WebLogic
Applications
1 568 (7.93%) Microsoft Excel
2 564 (7.87%) Microsoft Office
3 100 (1.40%) Microsoft PowerPoint
4 27 (0.38%) Microsoft Project
5 26 (0.36%) Maya
5 26 (0.36%) MS Visio
6 23 (0.32%) AutoCAD
7 20 (0.28%) Spreadsheet
8 19 (0.27%) Simulink
9 17 (0.24%) Photoshop
10 15 (0.21%) Adobe Premiere
11 13 (0.18%) Adobe Creative Suite
12 12 (0.17%) SOLIDWORKS
13 11 (0.15%) Adobe Illustrator
14 10 (0.14%) Mathcad
15 9 (0.13%) Adobe After Effects
15 9 (0.13%) Adobe XD
16 6 (0.084%) Trello
17 5 (0.070%) Chatbot
17 5 (0.070%) Revit
Business Applications
1 122 (1.70%) SAP S/4HANA
2 98 (1.37%) Dynamics CRM
3 48 (0.67%) NetSuite
4 29 (0.40%) Shopify
5 24 (0.33%) SAP FI
6 20 (0.28%) SAP CO
7 19 (0.27%) SAP FI/CO
8 18 (0.25%) SAP Business One
9 15 (0.21%) Payment Gateway
10 13 (0.18%) Oracle Payables
11 12 (0.17%) Sage 200
11 12 (0.17%) SAP WM
11 12 (0.17%) Unit4 Business World
12 11 (0.15%) Endur
12 11 (0.15%) Exchequer
12 11 (0.15%) Oracle Receivables
13 10 (0.14%) Oracle Assets
14 8 (0.11%) JDE EnterpriseOne
14 8 (0.11%) Salesforce CRM
15 7 (0.098%) Sage CRM
Cloud Services
1 1,563 (21.81%) Azure
2 959 (13.38%) Microsoft 365
3 754 (10.52%) AWS
4 597 (8.33%) Power Platform
5 429 (5.99%) SaaS
6 300 (4.19%) Entra ID
7 266 (3.71%) GCP
8 159 (2.22%) Azure DevOps
9 153 (2.14%) Serverless
10 135 (1.88%) GitHub
11 124 (1.73%) Dynamics 365
12 105 (1.47%) Power Automate
13 86 (1.20%) AWS Lambda
14 81 (1.13%) PowerApps
15 73 (1.02%) Amazon S3
15 73 (1.02%) OneDrive
16 71 (0.99%) Azure Data Factory
17 60 (0.84%) Cloud Computing
17 60 (0.84%) PaaS
18 54 (0.75%) AWS CloudFormation
Communications & Networking
1 378 (5.28%) Firewall
2 371 (5.18%) DNS
3 315 (4.40%) DHCP
4 233 (3.25%) VPN
5 201 (2.81%) TCP/IP
6 180 (2.51%) WAN
7 179 (2.50%) LAN
8 175 (2.44%) Wi-Fi
9 114 (1.59%) VLAN
10 93 (1.30%) Broadband
11 82 (1.14%) Network Security
12 78 (1.09%) VoIP
13 70 (0.98%) Wireless
14 64 (0.89%) Remote Desktop
15 43 (0.60%) SAN
16 42 (0.59%) Internet
17 32 (0.45%) BGP
18 31 (0.43%) SD-WAN
19 29 (0.40%) Ethernet
19 29 (0.40%) OSPF
Database & Business Intelligence
1 516 (7.20%) Power BI
2 353 (4.93%) SQL Server
3 188 (2.62%) Relational Database
4 153 (2.14%) MySQL
5 141 (1.97%) Data Lake
6 138 (1.93%) Tableau
7 137 (1.91%) Data Warehouse
7 137 (1.91%) PostgreSQL
8 122 (1.70%) Amazon RDS
9 116 (1.62%) NoSQL
10 80 (1.12%) SQL Server Reporting Services
11 65 (0.91%) SAP BW
12 61 (0.85%) MongoDB
13 50 (0.70%) SQL Server Integration Services
14 48 (0.67%) Metadata
15 47 (0.66%) Big Data
16 40 (0.56%) Azure SQL Database
17 35 (0.49%) GIS
18 34 (0.47%) Oracle Database
19 33 (0.46%) DynamoDB
Development Applications
1 291 (4.06%) JIRA
2 284 (3.96%) Git
3 94 (1.31%) Jenkins
4 55 (0.77%) Selenium
5 54 (0.75%) GitLab
6 24 (0.33%) Cypress.io
6 24 (0.33%) Visual Studio
7 23 (0.32%) Bitbucket
8 19 (0.27%) JUnit
8 19 (0.27%) Octopus Deploy
9 15 (0.21%) Maven
9 15 (0.21%) Robot Framework
10 14 (0.20%) SonarQube
11 13 (0.18%) Vite
12 12 (0.17%) LabVIEW
12 12 (0.17%) Postman
12 12 (0.17%) Snyk
13 11 (0.15%) Rational DOORS
13 11 (0.15%) TeamCity
13 11 (0.15%) WebDriver
General
1 3,992 (55.72%) Social Skills
2 2,208 (30.82%) Analytical Skills
3 1,876 (26.18%) Finance
4 572 (7.98%) Law
5 530 (7.40%) Marketing
6 457 (6.38%) Inclusion and Diversity
7 442 (6.17%) Retail
8 408 (5.69%) Manufacturing
9 382 (5.33%) Banking
10 344 (4.80%) Organisational Skills
11 308 (4.30%) Legal
12 263 (3.67%) Public Sector
13 201 (2.81%) Telecoms
14 161 (2.25%) Electronics
15 159 (2.22%) Presentation Skills
16 152 (2.12%) Games
17 119 (1.66%) Influencing Skills
18 105 (1.47%) Automotive
19 83 (1.16%) Financial Institution
20 79 (1.10%) Documentation Skills
Job Titles
1 1,143 (15.95%) Analyst
2 886 (12.37%) Senior
3 677 (9.45%) IT Support
4 667 (9.31%) Developer
5 603 (8.42%) Support Engineer
6 598 (8.35%) Lead
7 432 (6.03%) Support Analyst
8 355 (4.95%) Technical Support
9 257 (3.59%) Software Engineer
10 249 (3.48%) Technical Engineer
11 234 (3.27%) 2nd Line Support
11 234 (3.27%) Technical Support Engineer
12 230 (3.21%) Consultant
13 226 (3.15%) Architect
14 208 (2.90%) IT Engineer
15 206 (2.88%) Business Analyst
16 202 (2.82%) Systems Engineer
17 188 (2.62%) Applications Support
18 181 (2.53%) Support Technician
19 175 (2.44%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 320 (4.47%) .NET
2 302 (4.21%) React
3 272 (3.80%) HTML
4 248 (3.46%) CSS
5 185 (2.58%) REST
6 150 (2.09%) RESTful
7 135 (1.88%) Node.js
8 105 (1.47%) AngularJS
9 84 (1.17%) ASP.NET
9 84 (1.17%) JSON
10 82 (1.14%) XML
11 80 (1.12%) .NET Framework
12 73 (1.02%) Kafka
13 72 (1.00%) Spring
14 69 (0.96%) Vue
15 63 (0.88%) Web Services
16 59 (0.82%) SOAP
17 57 (0.80%) GraphQL
18 51 (0.71%) .NET Core
19 49 (0.68%) Entity Framework
Miscellaneous
1 532 (7.42%) Onboarding
2 522 (7.29%) Driving Licence
3 433 (6.04%) Self-Motivation
4 288 (4.02%) Management Information System
5 235 (3.28%) Analytical Mindset
6 191 (2.67%) Cloud Native
7 171 (2.39%) Product Ownership
8 133 (1.86%) Legacy Systems
9 131 (1.83%) Data Centre
10 111 (1.55%) FMCG
11 110 (1.54%) Algorithms
12 87 (1.21%) Enterprise Software
13 82 (1.14%) Data Structures
14 76 (1.06%) Operational Technology
15 72 (1.00%) Virtual Team
16 64 (0.89%) Distributed Systems
17 63 (0.88%) e-Learning
17 63 (0.88%) Security Posture
18 62 (0.87%) Mobile App
19 52 (0.73%) EPoS
Operating Systems
1 1,151 (16.06%) Windows
2 449 (6.27%) Windows Server
3 376 (5.25%) Linux
4 202 (2.82%) Windows 10
5 103 (1.44%) Mac OS
6 95 (1.33%) Windows Server 2016
7 79 (1.10%) Android
8 78 (1.09%) Unix
9 71 (0.99%) Apple iOS
10 36 (0.50%) Windows Server 2019
11 25 (0.35%) Windows 7
12 18 (0.25%) Windows Server 2012
13 17 (0.24%) VMS
14 14 (0.20%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.098%) CentOS
16 7 (0.098%) Windows Server 2008
17 6 (0.084%) Ubuntu
18 5 (0.070%) Windows 8
19 4 (0.056%) Oracle Linux
Processes & Methodologies
1 1,278 (17.84%) Agile
2 1,276 (17.81%) Continuous Improvement
3 1,099 (15.34%) Customer Service
4 810 (11.30%) Analytics
5 685 (9.56%) Business Intelligence
5 685 (9.56%) Mentoring
6 678 (9.46%) AI
7 670 (9.35%) Decision-Making
8 635 (8.86%) Project Management
9 615 (8.58%) DevOps
10 613 (8.56%) ITIL
11 591 (8.25%) Cybersecurity
12 567 (7.91%) Software Engineering
13 555 (7.75%) Computer Science
14 539 (7.52%) CI/CD
15 508 (7.09%) ERP
16 484 (6.76%) Stakeholder Management
17 464 (6.48%) Data Analysis
18 448 (6.25%) Process Improvement
19 431 (6.02%) CRM
Programming Languages
1 1,168 (16.30%) SQL
2 961 (13.41%) Python
3 431 (6.02%) JavaScript
4 420 (5.86%) C#
5 383 (5.35%) Java
6 299 (4.17%) PowerShell
7 178 (2.48%) TypeScript
8 113 (1.58%) Bash
9 109 (1.52%) C++
10 104 (1.45%) PHP
11 69 (0.96%) T-SQL
12 51 (0.71%) Go
13 47 (0.66%) Data Analysis Expressions
13 47 (0.66%) Kotlin
14 43 (0.60%) R
15 42 (0.59%) C
16 41 (0.57%) VBA
17 33 (0.46%) MATLAB
18 26 (0.36%) Shell Script
19 25 (0.35%) Scala
Qualifications
1 1,661 (23.18%) Degree
2 520 (7.26%) Security Cleared
3 344 (4.80%) SC Cleared
4 282 (3.94%) Computer Science Degree
5 197 (2.75%) Microsoft Certification
6 182 (2.54%) Master's Degree
7 149 (2.08%) DV Cleared
8 122 (1.70%) DBS Check
9 120 (1.67%) CISSP
10 103 (1.44%) Cisco Certification
11 99 (1.38%) BPSS Clearance
12 90 (1.26%) HND
13 76 (1.06%) ACCA
14 69 (0.96%) HNC
15 68 (0.95%) AWS Certification
15 68 (0.95%) CISM
15 68 (0.95%) PMI Certification
16 66 (0.92%) Azure Certification
16 66 (0.92%) PMP
17 65 (0.91%) CIMA
Quality Assurance & Compliance
1 371 (5.18%) QA
2 292 (4.08%) Data Quality
3 237 (3.31%) GDPR
4 170 (2.37%) Cyber Essentials
5 162 (2.26%) Accessibility
6 161 (2.25%) ISO/IEC 27001
7 150 (2.09%) SLA
8 104 (1.45%) PCI DSS
9 77 (1.07%) NIST
10 56 (0.78%) Cyber Essentials PLUS
11 36 (0.50%) PMO
12 28 (0.39%) ISO 9001
13 22 (0.31%) GRC
14 20 (0.28%) SOC 2
15 18 (0.25%) Actionable Recommendations
16 16 (0.22%) WCAG
17 11 (0.15%) Software Quality Assurance
18 10 (0.14%) HIPAA
18 10 (0.14%) ISO/IEC 15288
19 8 (0.11%) COBIT
System Software
1 782 (10.91%) Active Directory
2 296 (4.13%) Docker
3 225 (3.14%) Hyper-V
4 161 (2.25%) VMware Infrastructure
5 77 (1.07%) Terminal Server
6 38 (0.53%) Virtual Machines
7 31 (0.43%) Firmware
8 24 (0.33%) vSphere
9 23 (0.32%) VMware ESXi
10 11 (0.15%) Virtual Desktop
11 8 (0.11%) ProxySG
11 8 (0.11%) XenApp
12 6 (0.084%) Terminal Services
13 5 (0.070%) KVM
14 4 (0.056%) Virtual Servers
14 4 (0.056%) VMware NSX
15 3 (0.042%) GPFS
15 3 (0.042%) Lustre
15 3 (0.042%) Postfix
15 3 (0.042%) vCloud
Systems Management
1 307 (4.28%) Microsoft Intune
2 263 (3.67%) Kubernetes
3 258 (3.60%) Terraform
4 141 (1.97%) Ansible
5 65 (0.91%) Grafana
6 50 (0.70%) SCCM
7 42 (0.59%) BMC PATROL
7 42 (0.59%) Prometheus
8 23 (0.32%) Jamf Pro
8 23 (0.32%) Single Sign-On
9 19 (0.27%) FortiGate
9 19 (0.27%) Nagios
10 16 (0.22%) vCenter Server
11 13 (0.18%) PaperCut
12 12 (0.17%) ZABBIX
13 11 (0.15%) QRadar
14 10 (0.14%) Active Directory Federation Services
14 10 (0.14%) Argo
14 10 (0.14%) Puppet
15 9 (0.13%) Cisco CUCM
Vendors
1 1,838 (25.65%) Microsoft
2 466 (6.50%) SAP
3 288 (4.02%) VMware
4 267 (3.73%) Oracle
5 199 (2.78%) Cisco
6 181 (2.53%) Google
7 166 (2.32%) Salesforce
8 148 (2.07%) ServiceNow
9 127 (1.77%) Databricks
10 124 (1.73%) Splunk
10 124 (1.73%) Veeam
11 111 (1.55%) SolarWinds
12 84 (1.17%) Apple
13 82 (1.14%) Adobe
14 79 (1.10%) Nimble Storage
15 78 (1.09%) Tanium
16 77 (1.07%) Brocade
17 72 (1.00%) Sage
18 68 (0.95%) Workday
19 56 (0.78%) BT