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

6 months to
7 Nov 2025
Same period 2024 Same period 2023
Rank 4 7 10
Rank change year-on-year +3 +3 +2
Permanent jobs citing Problem-Solving 8,029 9,524 6,966
As % of all permanent jobs in England 18.27% 15.61% 14.67%
As % of the Processes & Methodologies category 21.07% 18.83% 15.64%
Number of salaries quoted 4,729 3,876 5,041
10th Percentile £26,250 £30,000 £27,750
25th Percentile £30,800 £40,000 £37,500
Median annual salary (50th Percentile) £45,000 £55,000 £55,000
Median % change year-on-year -18.18% - -
75th Percentile £64,250 £72,500 £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 38,107 50,570 44,529
As % of all permanent jobs advertised in England 86.72% 82.89% 93.77%
Number of salaries quoted 23,702 26,628 34,165
10th Percentile £28,250 £34,000 £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% - -
75th Percentile £75,000 £80,000 £80,750
90th Percentile £95,000 £98,750 £100,000
UK median annual salary £54,000 £60,000 £60,000
% change year-on-year -10.00% - -

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 7 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 7 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 +3 2,183 £65,000 - 3,982
North of England -1 1,788 £44,500 -1.11% 1,379
South East +2 1,652 £40,000 -20.00% 3,979
Midlands +2 1,206 £38,000 -24.00% 783
North West +2 1,019 £47,500 -2.71% 820
West Midlands +1 645 £42,500 -19.81% 450
Yorkshire -1 624 £32,500 -29.35% 379
South West +2 599 £37,500 -31.82% 609
East Midlands +6 561 £32,500 -7.14% 302
East of England +1 522 £32,500 -35.00% 549
North East -1 145 £33,500 +3.88% 184
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
1 314 (3.91%) Microsoft Exchange
2 310 (3.86%) SharePoint
3 95 (1.18%) Confluence
4 53 (0.66%) Apache Spark
4 53 (0.66%) IIS
5 41 (0.51%) Apache
6 35 (0.44%) CMS
7 24 (0.30%) WordPress
8 23 (0.29%) Apache Airflow
9 12 (0.15%) nginx
10 10 (0.12%) Headless CMS
10 10 (0.12%) Oracle SOA Suite
11 8 (0.100%) Apache Solr
12 7 (0.087%) Anypoint
12 7 (0.087%) HCL Notes
12 7 (0.087%) Umbraco
13 6 (0.075%) SAS
14 5 (0.062%) Exchange Server 2013
14 5 (0.062%) Tomcat
15 4 (0.050%) WebLogic
Applications
1 573 (7.14%) Microsoft Excel
2 560 (6.97%) Microsoft Office
3 98 (1.22%) Microsoft PowerPoint
4 31 (0.39%) MS Visio
5 30 (0.37%) Microsoft Project
6 26 (0.32%) Maya
7 24 (0.30%) AutoCAD
8 20 (0.25%) Simulink
8 20 (0.25%) Spreadsheet
9 17 (0.21%) Photoshop
10 15 (0.19%) Adobe Premiere
11 12 (0.15%) Adobe Creative Suite
11 12 (0.15%) SOLIDWORKS
12 11 (0.14%) Adobe Illustrator
12 11 (0.14%) Mathcad
13 9 (0.11%) Adobe After Effects
13 9 (0.11%) Adobe XD
13 9 (0.11%) Trello
14 8 (0.100%) Chatbot
15 5 (0.062%) Revit
Business Applications
1 120 (1.49%) SAP S/4HANA
2 101 (1.26%) Dynamics CRM
3 59 (0.73%) NetSuite
4 30 (0.37%) Shopify
5 23 (0.29%) SAP FI
6 21 (0.26%) Sage 200
7 20 (0.25%) SAP Business One
8 19 (0.24%) SAP CO
9 18 (0.22%) SAP FI/CO
10 16 (0.20%) Sage CRM
11 15 (0.19%) Unit4 Business World
12 13 (0.16%) Oracle Payables
12 13 (0.16%) SAP WM
13 11 (0.14%) Exchequer
13 11 (0.14%) Oracle Receivables
14 10 (0.12%) Endur
14 10 (0.12%) Oracle Assets
14 10 (0.12%) Payment Gateway
15 8 (0.100%) JDE EnterpriseOne
15 8 (0.100%) Salesforce CRM
Cloud Services
1 1,564 (19.48%) Azure
2 946 (11.78%) Microsoft 365
3 743 (9.25%) AWS
4 583 (7.26%) Power Platform
5 417 (5.19%) SaaS
6 298 (3.71%) Entra ID
7 264 (3.29%) GCP
8 158 (1.97%) Azure DevOps
9 157 (1.96%) Serverless
10 126 (1.57%) Dynamics 365
11 125 (1.56%) GitHub
12 104 (1.30%) Power Automate
13 90 (1.12%) AWS Lambda
14 81 (1.01%) PowerApps
15 75 (0.93%) OneDrive
16 74 (0.92%) Amazon S3
17 63 (0.78%) Azure Data Factory
18 62 (0.77%) Cloud Computing
19 59 (0.73%) PaaS
20 56 (0.70%) AWS CloudFormation
Communications & Networking
1 488 (6.08%) VPN
2 384 (4.78%) Firewall
3 345 (4.30%) DNS
4 287 (3.57%) Cisco IOS
5 285 (3.55%) DHCP
6 195 (2.43%) TCP/IP
7 173 (2.15%) LAN
7 173 (2.15%) Wi-Fi
8 171 (2.13%) WAN
9 108 (1.35%) VLAN
10 104 (1.30%) Broadband
11 81 (1.01%) Network Security
12 74 (0.92%) VoIP
13 66 (0.82%) Wireless
14 65 (0.81%) Remote Desktop
15 47 (0.59%) SAN
16 40 (0.50%) Internet
17 34 (0.42%) BGP
18 30 (0.37%) OSPF
18 30 (0.37%) SD-WAN
Database & Business Intelligence
1 503 (6.26%) Power BI
2 359 (4.47%) SQL Server
3 181 (2.25%) Relational Database
4 150 (1.87%) Data Lake
5 147 (1.83%) MySQL
6 136 (1.69%) Data Warehouse
6 136 (1.69%) PostgreSQL
7 128 (1.59%) Tableau
8 114 (1.42%) NoSQL
9 112 (1.39%) Amazon RDS
10 82 (1.02%) SQL Server Reporting Services
11 66 (0.82%) SAP BW
12 58 (0.72%) MongoDB
13 51 (0.64%) SQL Server Integration Services
14 49 (0.61%) Big Data
15 47 (0.59%) Metadata
16 38 (0.47%) Azure SQL Database
17 37 (0.46%) DynamoDB
17 37 (0.46%) GIS
18 34 (0.42%) Amazon Redshift
Development Applications
1 287 (3.57%) Git
2 285 (3.55%) JIRA
3 93 (1.16%) Jenkins
4 54 (0.67%) Selenium
5 50 (0.62%) GitLab
6 25 (0.31%) Cypress.io
6 25 (0.31%) Visual Studio
7 21 (0.26%) Octopus Deploy
8 20 (0.25%) Bitbucket
9 19 (0.24%) JUnit
10 15 (0.19%) Maven
11 13 (0.16%) Robot Framework
11 13 (0.16%) Vite
12 12 (0.15%) LabVIEW
12 12 (0.15%) Postman
12 12 (0.15%) Snyk
12 12 (0.15%) TeamCity
12 12 (0.15%) WebDriver
13 11 (0.14%) SonarQube
14 10 (0.12%) Rational DOORS
General
1 4,003 (49.86%) Social Skills
2 2,519 (31.37%) Analytical Skills
3 1,892 (23.56%) Finance
4 1,040 (12.95%) Manufacturing
4 1,040 (12.95%) Retail
5 709 (8.83%) Inclusion and Diversity
6 585 (7.29%) Law
7 531 (6.61%) Marketing
8 385 (4.80%) Banking
9 334 (4.16%) Organisational Skills
10 307 (3.82%) Legal
11 258 (3.21%) Public Sector
12 192 (2.39%) Telecoms
13 168 (2.09%) Games
14 162 (2.02%) Presentation Skills
15 157 (1.96%) Dutch Language
15 157 (1.96%) Electronics
16 148 (1.84%) Finnish Language
16 148 (1.84%) Norwegian Language
17 129 (1.61%) Influencing Skills
Job Titles
1 1,152 (14.35%) Analyst
2 880 (10.96%) Senior
3 673 (8.38%) IT Support
4 652 (8.12%) Developer
5 607 (7.56%) Lead
6 595 (7.41%) Trainer
7 579 (7.21%) Support Engineer
8 455 (5.67%) Support Analyst
9 357 (4.45%) Technical Support
10 350 (4.36%) Infrastructure Engineer
11 253 (3.15%) Software Engineer
12 248 (3.09%) Technical Engineer
13 245 (3.05%) 2nd Line Support
14 240 (2.99%) Consultant
15 232 (2.89%) Technical Support Engineer
16 221 (2.75%) Architect
17 210 (2.62%) Systems Engineer
18 194 (2.42%) Applications Support
19 190 (2.37%) Business Analyst
20 186 (2.32%) IT Engineer
Libraries, Frameworks & Software Standards
1 327 (4.07%) .NET
2 299 (3.72%) Elastic Stack
3 295 (3.67%) React
4 270 (3.36%) HTML
5 247 (3.08%) CSS
6 183 (2.28%) REST
7 152 (1.89%) RESTful
8 131 (1.63%) Node.js
9 105 (1.31%) AngularJS
10 87 (1.08%) ASP.NET
10 87 (1.08%) JSON
10 87 (1.08%) XML
11 81 (1.01%) .NET Framework
12 73 (0.91%) Spring
13 70 (0.87%) Kafka
13 70 (0.87%) Vue
14 64 (0.80%) Web Services
15 61 (0.76%) SOAP
16 60 (0.75%) GraphQL
17 52 (0.65%) .NET Core
Miscellaneous
1 624 (7.77%) Robotics
2 507 (6.31%) Onboarding
3 501 (6.24%) Driving Licence
4 430 (5.36%) Self-Motivation
5 318 (3.96%) Management Information System
6 308 (3.84%) Cyberattack
7 246 (3.06%) Analytical Mindset
8 188 (2.34%) Cloud Native
9 158 (1.97%) Product Ownership
10 137 (1.71%) Data Centre
11 133 (1.66%) FMCG
12 117 (1.46%) Legacy Systems
13 115 (1.43%) Algorithms
14 101 (1.26%) Operational Technology
15 82 (1.02%) Enterprise Software
16 78 (0.97%) Data Structures
17 71 (0.88%) e-Learning
18 65 (0.81%) Security Posture
19 64 (0.80%) Virtual Team
20 63 (0.78%) Mobile App
Operating Systems
1 1,400 (17.44%) Windows
2 614 (7.65%) Linux
3 435 (5.42%) Windows Server
4 339 (4.22%) Android
5 206 (2.57%) Windows 10
6 100 (1.25%) Mac OS
7 90 (1.12%) Unix
8 79 (0.98%) Windows Server 2016
9 66 (0.82%) Apple iOS
10 33 (0.41%) Windows Server 2019
11 25 (0.31%) Windows 7
12 17 (0.21%) VMS
12 17 (0.21%) Windows Server 2012
13 11 (0.14%) Red Hat Enterprise Linux
14 8 (0.100%) Mac OS X
15 7 (0.087%) Windows Server 2008
16 6 (0.075%) Ubuntu
17 5 (0.062%) CentOS
18 4 (0.050%) Windows 8
19 3 (0.037%) Oracle Linux
Processes & Methodologies
1 1,285 (16.00%) Agile
2 1,272 (15.84%) Continuous Improvement
3 1,238 (15.42%) AI
4 1,114 (13.87%) Customer Service
5 902 (11.23%) Machine Learning
6 874 (10.89%) DevOps
7 798 (9.94%) Analytics
8 700 (8.72%) Mentoring
9 675 (8.41%) Business Intelligence
10 666 (8.29%) LLM
11 657 (8.18%) Decision-Making
12 646 (8.05%) Generative AI
13 639 (7.96%) Project Management
14 607 (7.56%) ITIL
15 595 (7.41%) Red Team
16 592 (7.37%) Cybersecurity
17 557 (6.94%) Software Engineering
18 547 (6.81%) Data Privacy
19 541 (6.74%) Computer Science
20 536 (6.68%) CI/CD
Programming Languages
1 1,191 (14.83%) Python
2 1,180 (14.70%) SQL
3 553 (6.89%) PowerShell
4 430 (5.36%) C#
5 424 (5.28%) JavaScript
6 389 (4.84%) Java
7 368 (4.58%) Bash
8 174 (2.17%) TypeScript
9 107 (1.33%) C++
10 98 (1.22%) PHP
11 68 (0.85%) T-SQL
12 49 (0.61%) Go
13 46 (0.57%) Kotlin
13 46 (0.57%) R
14 45 (0.56%) VBA
15 39 (0.49%) C
15 39 (0.49%) Data Analysis Expressions
16 34 (0.42%) MATLAB
17 30 (0.37%) Shell Script
18 25 (0.31%) PL/SQL
Qualifications
1 2,237 (27.86%) Degree
2 496 (6.18%) Security Cleared
3 329 (4.10%) SC Cleared
4 279 (3.47%) Computer Science Degree
5 196 (2.44%) Microsoft Certification
6 188 (2.34%) Master's Degree
7 145 (1.81%) DV Cleared
8 133 (1.66%) DBS Check
9 123 (1.53%) CISSP
10 104 (1.30%) Cisco Certification
11 99 (1.23%) BPSS Clearance
12 93 (1.16%) HNC
13 89 (1.11%) HND
14 79 (0.98%) PMI Certification
15 76 (0.95%) PMP
16 74 (0.92%) ACCA
17 71 (0.88%) CISM
18 68 (0.85%) A+ Certification
18 68 (0.85%) Azure Certification
19 65 (0.81%) Network+ Certification
Quality Assurance & Compliance
1 381 (4.75%) QA
2 271 (3.38%) Data Quality
3 234 (2.91%) GDPR
4 162 (2.02%) Accessibility
5 158 (1.97%) SLA
6 155 (1.93%) Cyber Essentials
6 155 (1.93%) ISO/IEC 27001
7 88 (1.10%) PCI DSS
8 73 (0.91%) NIST
9 55 (0.69%) Cyber Essentials PLUS
10 35 (0.44%) PMO
11 28 (0.35%) ISO 9001
12 24 (0.30%) GRC
13 21 (0.26%) SOC 2
14 18 (0.22%) Actionable Recommendations
15 16 (0.20%) WCAG
16 12 (0.15%) Software Quality Assurance
17 11 (0.14%) HIPAA
17 11 (0.14%) ISO/IEC 15288
18 9 (0.11%) California Consumer Privacy Act
System Software
1 777 (9.68%) Active Directory
2 555 (6.91%) Docker
3 469 (5.84%) Hyper-V
4 285 (3.55%) vSphere
5 266 (3.31%) VMware NSX
6 163 (2.03%) VMware Infrastructure
7 63 (0.78%) Terminal Server
8 38 (0.47%) Virtual Machines
9 33 (0.41%) Firmware
10 26 (0.32%) VMware ESXi
11 9 (0.11%) Virtual Desktop
12 8 (0.100%) ProxySG
12 8 (0.100%) XenApp
13 7 (0.087%) Terminal Services
14 5 (0.062%) KVM
15 4 (0.050%) Virtual Servers
16 3 (0.037%) Embedded Firmware
16 3 (0.037%) GPFS
16 3 (0.037%) Lustre
16 3 (0.037%) vCloud
Systems Management
1 517 (6.44%) Terraform
2 401 (4.99%) Ansible
3 316 (3.94%) Microsoft Intune
4 267 (3.33%) Kubernetes
5 68 (0.85%) Grafana
6 48 (0.60%) SCCM
7 43 (0.54%) Prometheus
8 27 (0.34%) Single Sign-On
9 22 (0.27%) BMC PATROL
9 22 (0.27%) Jamf Pro
10 21 (0.26%) Nagios
11 18 (0.22%) FortiGate
12 16 (0.20%) vCenter Server
13 13 (0.16%) PaperCut
14 12 (0.15%) ZABBIX
15 10 (0.12%) Argo
15 10 (0.12%) Puppet
16 9 (0.11%) Active Directory Federation Services
17 8 (0.100%) QRadar
17 8 (0.100%) RSA Archer
Vendors
1 1,827 (22.76%) Microsoft
2 772 (9.62%) Google
3 712 (8.87%) Databricks
4 667 (8.31%) Adobe
5 473 (5.89%) Cisco
6 472 (5.88%) SAP
7 368 (4.58%) Splunk
8 298 (3.71%) Juniper
9 276 (3.44%) VMware
10 272 (3.39%) 3PAR
11 269 (3.35%) Oracle
12 168 (2.09%) Salesforce
13 145 (1.81%) ServiceNow
14 111 (1.38%) Veeam
15 97 (1.21%) SolarWinds
16 82 (1.02%) Apple
17 81 (1.01%) Sage
18 79 (0.98%) Siemens
19 70 (0.87%) Workday
20 65 (0.81%) Nimble Storage