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

6 months to
20 Nov 2025
Same period 2024 Same period 2023
Rank 5 5 10
Rank change year-on-year 0 +5 +2
Permanent jobs citing Problem-Solving 7,184 9,696 6,862
As % of all permanent jobs in England 15.57% 16.11% 14.83%
As % of the Processes & Methodologies category 18.16% 19.19% 15.82%
Number of salaries quoted 4,725 3,959 4,933
10th Percentile £26,250 £30,000 £28,332
25th Percentile £30,956 £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 £91,250
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 39,563 50,539 43,368
As % of all permanent jobs advertised in England 85.75% 83.95% 93.70%
Number of salaries quoted 24,533 26,190 33,176
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 £81,138
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 20 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 20 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 2,180 £65,000 - 2,589
South East -1 1,453 £40,250 -19.50% 1,458
North of England -2 1,379 £45,000 - 971
Midlands +2 983 £37,750 -24.50% 666
North West -3 736 £48,000 -4.00% 587
South West +2 613 £37,500 -31.82% 480
West Midlands +1 580 £42,500 -20.26% 434
Yorkshire -2 506 £32,500 -27.78% 275
East of England -1 496 £33,113 -39.80% 396
East Midlands +4 403 £32,500 -7.14% 221
North East +1 137 £33,500 +8.94% 112
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
1 332 (4.62%) Microsoft Exchange
2 309 (4.30%) SharePoint
3 95 (1.32%) Confluence
4 53 (0.74%) Apache Spark
5 47 (0.65%) IIS
6 45 (0.63%) Apache
7 33 (0.46%) CMS
8 28 (0.39%) Apache Airflow
9 27 (0.38%) WordPress
10 14 (0.19%) 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 (0.097%) Anypoint
14 6 (0.084%) HCL Notes
14 6 (0.084%) Umbraco
15 5 (0.070%) Exchange Server 2013
16 4 (0.056%) Apache Synapse
16 4 (0.056%) ArcGIS
Applications
1 568 (7.91%) Microsoft Excel
2 561 (7.81%) Microsoft Office
3 100 (1.39%) Microsoft PowerPoint
4 27 (0.38%) Microsoft Project
5 26 (0.36%) Maya
6 25 (0.35%) MS Visio
7 23 (0.32%) AutoCAD
8 20 (0.28%) Spreadsheet
9 19 (0.26%) Simulink
10 17 (0.24%) Photoshop
11 15 (0.21%) Adobe Premiere
12 13 (0.18%) Adobe Creative Suite
13 12 (0.17%) SOLIDWORKS
14 11 (0.15%) Adobe Illustrator
15 10 (0.14%) Mathcad
16 9 (0.13%) Adobe After Effects
16 9 (0.13%) Adobe XD
17 6 (0.084%) Trello
18 5 (0.070%) Chatbot
18 5 (0.070%) Notion
Business Applications
1 122 (1.70%) SAP S/4HANA
2 99 (1.38%) Dynamics CRM
3 45 (0.63%) NetSuite
4 29 (0.40%) Shopify
5 24 (0.33%) SAP FI
6 20 (0.28%) SAP CO
7 19 (0.26%) 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%) Endur
11 12 (0.17%) SAP WM
11 12 (0.17%) Unit4 Business World
12 11 (0.15%) Exchequer
12 11 (0.15%) Oracle Receivables
13 10 (0.14%) Oracle Assets
13 10 (0.14%) Sage 200
14 8 (0.11%) JDE EnterpriseOne
14 8 (0.11%) Salesforce CRM
15 6 (0.084%) Elite 3E
Cloud Services
1 1,572 (21.88%) Azure
2 967 (13.46%) Microsoft 365
3 763 (10.62%) AWS
4 602 (8.38%) Power Platform
5 430 (5.99%) SaaS
6 302 (4.20%) Entra ID
7 273 (3.80%) GCP
8 158 (2.20%) Azure DevOps
9 155 (2.16%) Serverless
10 137 (1.91%) GitHub
11 122 (1.70%) Dynamics 365
12 107 (1.49%) Power Automate
13 87 (1.21%) AWS Lambda
14 80 (1.11%) PowerApps
15 73 (1.02%) Amazon S3
15 73 (1.02%) OneDrive
16 72 (1.00%) Azure Data Factory
17 59 (0.82%) Cloud Computing
17 59 (0.82%) PaaS
18 55 (0.77%) AWS CloudFormation
Communications & Networking
1 381 (5.30%) Firewall
2 376 (5.23%) DNS
3 319 (4.44%) DHCP
4 236 (3.29%) VPN
5 203 (2.83%) TCP/IP
6 182 (2.53%) WAN
7 181 (2.52%) LAN
8 175 (2.44%) Wi-Fi
9 115 (1.60%) VLAN
10 94 (1.31%) Broadband
11 83 (1.16%) Network Security
12 78 (1.09%) VoIP
13 73 (1.02%) Wireless
14 64 (0.89%) Remote Desktop
15 42 (0.58%) SAN
16 41 (0.57%) Internet
17 32 (0.45%) BGP
18 31 (0.43%) SD-WAN
19 30 (0.42%) OSPF
20 29 (0.40%) Ethernet
Database & Business Intelligence
1 519 (7.22%) Power BI
2 348 (4.84%) SQL Server
3 190 (2.64%) Relational Database
4 155 (2.16%) MySQL
5 142 (1.98%) Data Lake
6 137 (1.91%) Data Warehouse
6 137 (1.91%) PostgreSQL
7 136 (1.89%) Tableau
8 122 (1.70%) Amazon RDS
9 118 (1.64%) NoSQL
10 80 (1.11%) SQL Server Reporting Services
11 65 (0.90%) SAP BW
12 61 (0.85%) MongoDB
13 51 (0.71%) SQL Server Integration Services
14 48 (0.67%) Metadata
15 46 (0.64%) 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
1 292 (4.06%) JIRA
2 288 (4.01%) Git
3 94 (1.31%) Jenkins
4 56 (0.78%) Selenium
5 55 (0.77%) GitLab
6 25 (0.35%) Cypress.io
7 24 (0.33%) Visual Studio
8 22 (0.31%) Bitbucket
9 19 (0.26%) JUnit
9 19 (0.26%) Octopus Deploy
10 15 (0.21%) Maven
10 15 (0.21%) Robot Framework
11 14 (0.19%) SonarQube
12 13 (0.18%) Vite
13 12 (0.17%) LabVIEW
13 12 (0.17%) Postman
13 12 (0.17%) Snyk
14 11 (0.15%) Rational DOORS
14 11 (0.15%) TeamCity
14 11 (0.15%) WebDriver
General
1 4,000 (55.68%) Social Skills
2 2,216 (30.85%) Analytical Skills
3 1,880 (26.17%) Finance
4 575 (8.00%) Law
5 533 (7.42%) Marketing
6 456 (6.35%) Inclusion and Diversity
7 445 (6.19%) Retail
8 403 (5.61%) Manufacturing
9 384 (5.35%) Banking
10 345 (4.80%) Organisational Skills
11 309 (4.30%) Legal
12 260 (3.62%) Public Sector
13 201 (2.80%) Telecoms
14 160 (2.23%) Electronics
15 158 (2.20%) Presentation Skills
16 151 (2.10%) Games
17 118 (1.64%) Influencing Skills
18 105 (1.46%) Automotive
19 84 (1.17%) Financial Institution
20 81 (1.13%) Documentation Skills
Job Titles
1 1,151 (16.02%) Analyst
2 887 (12.35%) Senior
3 680 (9.47%) IT Support
4 669 (9.31%) Developer
5 608 (8.46%) Support Engineer
6 601 (8.37%) Lead
7 432 (6.01%) Support Analyst
8 355 (4.94%) Technical Support
9 258 (3.59%) Software Engineer
10 250 (3.48%) Technical Engineer
11 236 (3.29%) 2nd Line Support
12 235 (3.27%) Technical Support Engineer
13 229 (3.19%) Architect
13 229 (3.19%) Consultant
14 211 (2.94%) IT Engineer
15 210 (2.92%) Business Analyst
16 201 (2.80%) Systems Engineer
17 188 (2.62%) Applications Support
18 183 (2.55%) Support Technician
19 178 (2.48%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 318 (4.43%) .NET
2 308 (4.29%) React
3 279 (3.88%) HTML
4 254 (3.54%) CSS
5 185 (2.58%) REST
6 152 (2.12%) RESTful
7 138 (1.92%) Node.js
8 105 (1.46%) AngularJS
9 84 (1.17%) JSON
10 82 (1.14%) XML
11 81 (1.13%) ASP.NET
12 77 (1.07%) .NET Framework
13 73 (1.02%) Kafka
13 73 (1.02%) Spring
14 71 (0.99%) Vue
15 62 (0.86%) Web Services
16 59 (0.82%) SOAP
17 58 (0.81%) GraphQL
18 50 (0.70%) .NET Core
19 48 (0.67%) Flask
Miscellaneous
1 535 (7.45%) Onboarding
2 525 (7.31%) Driving Licence
3 427 (5.94%) Self-Motivation
4 286 (3.98%) Management Information System
5 236 (3.29%) Analytical Mindset
6 189 (2.63%) Cloud Native
7 170 (2.37%) Product Ownership
8 134 (1.87%) Legacy Systems
9 131 (1.82%) Data Centre
10 112 (1.56%) FMCG
11 110 (1.53%) Algorithms
12 88 (1.22%) Enterprise Software
13 82 (1.14%) Data Structures
14 77 (1.07%) Operational Technology
15 72 (1.00%) Virtual Team
16 66 (0.92%) Security Posture
17 65 (0.90%) Distributed Systems
18 63 (0.88%) Mobile App
19 59 (0.82%) e-Learning
20 52 (0.72%) EPoS
Operating Systems
1 1,157 (16.11%) Windows
2 448 (6.24%) Windows Server
3 380 (5.29%) Linux
4 200 (2.78%) Windows 10
5 105 (1.46%) Mac OS
6 94 (1.31%) Windows Server 2016
7 79 (1.10%) Android
8 78 (1.09%) Unix
9 71 (0.99%) Apple iOS
10 37 (0.52%) Windows Server 2019
11 24 (0.33%) Windows 7
12 18 (0.25%) Windows Server 2012
13 17 (0.24%) VMS
14 14 (0.19%) Red Hat Enterprise Linux
15 9 (0.13%) Mac OS X
16 7 (0.097%) CentOS
16 7 (0.097%) Windows Server 2008
17 6 (0.084%) Ubuntu
18 5 (0.070%) Windows 8
19 4 (0.056%) OpenWrt
Processes & Methodologies
1 1,279 (17.80%) Continuous Improvement
2 1,272 (17.71%) Agile
3 1,097 (15.27%) Customer Service
4 809 (11.26%) Analytics
5 687 (9.56%) Business Intelligence
6 685 (9.54%) Mentoring
7 673 (9.37%) AI
8 672 (9.35%) Decision-Making
9 637 (8.87%) Project Management
10 622 (8.66%) ITIL
11 618 (8.60%) DevOps
12 592 (8.24%) Cybersecurity
13 567 (7.89%) Software Engineering
14 555 (7.73%) Computer Science
15 544 (7.57%) CI/CD
16 503 (7.00%) ERP
17 486 (6.77%) Stakeholder Management
18 463 (6.44%) Data Analysis
19 447 (6.22%) Process Improvement
20 430 (5.99%) CRM
Programming Languages
1 1,169 (16.27%) SQL
2 967 (13.46%) Python
3 440 (6.12%) JavaScript
4 417 (5.80%) C#
5 384 (5.35%) Java
6 303 (4.22%) PowerShell
7 181 (2.52%) TypeScript
8 114 (1.59%) Bash
9 107 (1.49%) C++
9 107 (1.49%) PHP
10 69 (0.96%) T-SQL
11 51 (0.71%) Go
12 48 (0.67%) Data Analysis Expressions
13 47 (0.65%) Kotlin
14 43 (0.60%) R
14 43 (0.60%) VBA
15 41 (0.57%) C
16 33 (0.46%) MATLAB
17 26 (0.36%) Shell Script
18 25 (0.35%) Scala
Qualifications
1 1,670 (23.25%) Degree
2 516 (7.18%) Security Cleared
3 341 (4.75%) SC Cleared
4 283 (3.94%) Computer Science Degree
5 197 (2.74%) Microsoft Certification
6 183 (2.55%) Master's Degree
7 146 (2.03%) DV Cleared
8 125 (1.74%) DBS Check
9 123 (1.71%) CISSP
10 104 (1.45%) Cisco Certification
11 99 (1.38%) BPSS Clearance
12 90 (1.25%) HND
13 78 (1.09%) ACCA
14 70 (0.97%) PMI Certification
15 69 (0.96%) CISM
15 69 (0.96%) HNC
16 68 (0.95%) AWS Certification
17 67 (0.93%) PMP
18 66 (0.92%) CIMA
19 65 (0.90%) Network+ Certification
Quality Assurance & Compliance
1 369 (5.14%) QA
2 294 (4.09%) Data Quality
3 240 (3.34%) GDPR
4 170 (2.37%) Cyber Essentials
5 163 (2.27%) Accessibility
5 163 (2.27%) ISO/IEC 27001
6 151 (2.10%) SLA
7 106 (1.48%) PCI DSS
8 80 (1.11%) NIST
9 56 (0.78%) Cyber Essentials PLUS
10 36 (0.50%) PMO
11 28 (0.39%) ISO 9001
12 22 (0.31%) GRC
13 20 (0.28%) SOC 2
14 18 (0.25%) Actionable Recommendations
15 16 (0.22%) WCAG
16 10 (0.14%) HIPAA
16 10 (0.14%) ISO/IEC 15288
16 10 (0.14%) Software Quality Assurance
17 9 (0.13%) COBIT
System Software
1 789 (10.98%) Active Directory
2 297 (4.13%) Docker
3 224 (3.12%) Hyper-V
4 159 (2.21%) VMware Infrastructure
5 77 (1.07%) Terminal Server
6 37 (0.52%) Virtual Machines
7 31 (0.43%) Firmware
8 24 (0.33%) vSphere
9 22 (0.31%) VMware ESXi
10 11 (0.15%) Virtual Desktop
11 8 (0.11%) ProxySG
12 7 (0.097%) XenApp
13 6 (0.084%) Terminal Services
14 5 (0.070%) KVM
15 4 (0.056%) Virtual Servers
15 4 (0.056%) VMware NSX
16 3 (0.042%) GPFS
16 3 (0.042%) Lustre
16 3 (0.042%) Postfix
16 3 (0.042%) vCloud
Systems Management
1 306 (4.26%) Microsoft Intune
2 263 (3.66%) Kubernetes
3 260 (3.62%) Terraform
4 142 (1.98%) Ansible
5 65 (0.90%) Grafana
6 50 (0.70%) SCCM
7 42 (0.58%) BMC PATROL
7 42 (0.58%) Prometheus
8 24 (0.33%) Single Sign-On
9 23 (0.32%) Jamf Pro
10 19 (0.26%) FortiGate
10 19 (0.26%) Nagios
11 16 (0.22%) vCenter Server
12 13 (0.18%) PaperCut
13 12 (0.17%) ZABBIX
14 11 (0.15%) Argo
14 11 (0.15%) QRadar
15 10 (0.14%) Active Directory Federation Services
15 10 (0.14%) Puppet
16 9 (0.13%) Cisco CUCM
Vendors
1 1,843 (25.65%) Microsoft
2 466 (6.49%) SAP
3 284 (3.95%) VMware
4 267 (3.72%) Oracle
5 200 (2.78%) Cisco
6 180 (2.51%) Google
7 165 (2.30%) Salesforce
8 150 (2.09%) ServiceNow
9 127 (1.77%) Databricks
10 126 (1.75%) Splunk
11 124 (1.73%) Veeam
12 112 (1.56%) SolarWinds
13 84 (1.17%) Apple
14 83 (1.16%) Adobe
15 79 (1.10%) Nimble Storage
16 78 (1.09%) Tanium
17 77 (1.07%) Brocade
18 70 (0.97%) Sage
19 68 (0.95%) Workday
20 56 (0.78%) BT