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 24 October 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Oct 2025
Same period 2024 Same period 2023
Rank 4 5 10
Rank change year-on-year +1 +5 +2
Permanent jobs citing Problem-Solving 7,922 9,781 7,096
As % of all permanent jobs in England 18.42% 15.84% 14.25%
As % of the Processes & Methodologies category 20.85% 19.12% 15.17%
Number of salaries quoted 4,523 3,918 5,135
10th Percentile £26,250 £30,000 £28,000
25th Percentile £30,978 £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 £72,500 £75,000
90th Percentile £85,000 £86,579 £92,500
UK median annual salary £45,000 £54,714 £55,000
% change year-on-year -17.75% -0.52% -

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 37,996 51,143 46,769
As % of all permanent jobs advertised in England 88.33% 82.84% 93.95%
Number of salaries quoted 22,186 27,208 35,776
10th Percentile £28,325 £33,750 £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 £75,750 £80,000 £80,627
90th Percentile £97,500 £98,750 £100,000
UK median annual salary £54,625 £60,000 £60,000
% change year-on-year -8.96% - -

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 24 October 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 24 October 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 +4 2,154 £65,000 - 2,558
North of England -1 1,746 £44,500 -1.11% 1,197
South East 0 1,666 £40,000 -20.00% 2,517
Midlands +1 1,198 £38,000 -24.00% 648
North West +2 994 £48,720 +2.17% 722
West Midlands +1 622 £42,500 -19.05% 378
Yorkshire -2 619 £32,500 -29.35% 336
East Midlands +4 576 £32,500 -13.33% 266
South West +1 560 £37,500 -31.82% 508
East of England 0 525 £32,500 -35.00% 473
North East 0 133 £33,000 +1.54% 156
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
1 313 (3.95%) Microsoft Exchange
2 306 (3.86%) SharePoint
3 95 (1.20%) Confluence
4 56 (0.71%) IIS
5 48 (0.61%) Apache Spark
6 39 (0.49%) Apache
6 39 (0.49%) CMS
7 26 (0.33%) Apache Airflow
8 21 (0.27%) WordPress
9 13 (0.16%) nginx
10 10 (0.13%) Headless CMS
11 9 (0.11%) Oracle SOA Suite
12 8 (0.10%) Apache Solr
12 8 (0.10%) Tomcat
13 7 (0.088%) HCL Notes
14 6 (0.076%) SAS
14 6 (0.076%) Umbraco
15 5 (0.063%) Anypoint
15 5 (0.063%) Exchange Server 2013
15 5 (0.063%) Skype for Business
Applications
1 564 (7.12%) Microsoft Excel
2 542 (6.84%) Microsoft Office
3 95 (1.20%) Microsoft PowerPoint
4 28 (0.35%) MS Visio
5 27 (0.34%) Microsoft Project
6 26 (0.33%) Maya
7 21 (0.27%) AutoCAD
7 21 (0.27%) Spreadsheet
8 20 (0.25%) Simulink
9 15 (0.19%) Photoshop
10 13 (0.16%) Adobe Premiere
11 12 (0.15%) SOLIDWORKS
12 11 (0.14%) Mathcad
13 10 (0.13%) Adobe Creative Suite
14 9 (0.11%) Adobe Illustrator
14 9 (0.11%) Adobe XD
14 9 (0.11%) Trello
15 8 (0.10%) Chatbot
16 7 (0.088%) Adobe After Effects
17 4 (0.050%) CATIA
Business Applications
1 117 (1.48%) SAP S/4HANA
2 97 (1.22%) Dynamics CRM
3 67 (0.85%) NetSuite
4 30 (0.38%) Shopify
5 23 (0.29%) SAP FI
6 20 (0.25%) Sage 200
6 20 (0.25%) SAP Business One
7 19 (0.24%) SAP CO
8 17 (0.21%) SAP FI/CO
8 17 (0.21%) Unit4 Business World
9 16 (0.20%) Sage CRM
10 13 (0.16%) SAP WM
11 12 (0.15%) Oracle Payables
12 11 (0.14%) Exchequer
13 10 (0.13%) Oracle Receivables
14 9 (0.11%) Oracle Assets
14 9 (0.11%) Payment Gateway
15 8 (0.10%) Infor CloudSuite Industrial (formerly SyteLine)
15 8 (0.10%) JDE EnterpriseOne
15 8 (0.10%) Salesforce CRM
Cloud Services
1 1,470 (18.56%) Azure
2 899 (11.35%) Microsoft 365
3 704 (8.89%) AWS
4 547 (6.90%) Power Platform
5 392 (4.95%) SaaS
6 277 (3.50%) Entra ID
7 256 (3.23%) GCP
8 149 (1.88%) Azure DevOps
9 146 (1.84%) Serverless
10 119 (1.50%) Dynamics 365
11 104 (1.31%) GitHub
12 96 (1.21%) Power Automate
13 85 (1.07%) AWS Lambda
14 77 (0.97%) PowerApps
15 72 (0.91%) OneDrive
16 68 (0.86%) Amazon S3
17 62 (0.78%) Cloud Computing
18 59 (0.74%) PaaS
19 53 (0.67%) Amazon EKS
20 51 (0.64%) AWS CloudFormation
Communications & Networking
1 479 (6.05%) VPN
2 382 (4.82%) Firewall
3 314 (3.96%) DNS
4 287 (3.62%) Cisco IOS
5 252 (3.18%) DHCP
6 183 (2.31%) TCP/IP
7 164 (2.07%) WAN
8 161 (2.03%) LAN
9 155 (1.96%) Wi-Fi
10 121 (1.53%) Broadband
11 104 (1.31%) VLAN
12 79 (1.00%) Network Security
13 71 (0.90%) VoIP
14 63 (0.80%) Wireless
15 60 (0.76%) Remote Desktop
16 52 (0.66%) SAN
17 40 (0.50%) Internet
18 34 (0.43%) BGP
19 30 (0.38%) OSPF
20 29 (0.37%) SD-WAN
Database & Business Intelligence
1 472 (5.96%) Power BI
2 336 (4.24%) SQL Server
3 168 (2.12%) Relational Database
4 154 (1.94%) Data Lake
5 141 (1.78%) MySQL
6 134 (1.69%) Data Warehouse
7 131 (1.65%) PostgreSQL
8 122 (1.54%) Tableau
9 106 (1.34%) Amazon RDS
9 106 (1.34%) NoSQL
10 69 (0.87%) SQL Server Reporting Services
11 65 (0.82%) SAP BW
12 56 (0.71%) Metadata
13 54 (0.68%) MongoDB
14 51 (0.64%) SQL Server Integration Services
15 47 (0.59%) Big Data
16 37 (0.47%) GIS
17 36 (0.45%) Amazon Redshift
18 34 (0.43%) Elasticsearch
19 30 (0.38%) Oracle Database
Development Applications
1 283 (3.57%) JIRA
2 269 (3.40%) Git
3 89 (1.12%) Jenkins
4 46 (0.58%) Selenium
5 43 (0.54%) GitLab
6 25 (0.32%) Cypress.io
7 24 (0.30%) Visual Studio
8 23 (0.29%) Octopus Deploy
9 18 (0.23%) Bitbucket
10 14 (0.18%) Maven
11 13 (0.16%) JUnit
11 13 (0.16%) Vite
12 12 (0.15%) LabVIEW
12 12 (0.15%) TeamCity
12 12 (0.15%) WebDriver
13 11 (0.14%) Postman
13 11 (0.14%) Robot Framework
13 11 (0.14%) SonarQube
14 10 (0.13%) Snyk
14 10 (0.13%) TestRail
General
1 3,896 (49.18%) Social Skills
2 2,424 (30.60%) Analytical Skills
3 1,801 (22.73%) Finance
4 1,178 (14.87%) Manufacturing
5 1,154 (14.57%) Retail
6 697 (8.80%) Inclusion and Diversity
7 609 (7.69%) Law
8 539 (6.80%) Marketing
9 368 (4.65%) Banking
10 310 (3.91%) Organisational Skills
11 291 (3.67%) Legal
12 240 (3.03%) Public Sector
13 206 (2.60%) Dutch Language
14 197 (2.49%) Finnish Language
14 197 (2.49%) Norwegian Language
15 193 (2.44%) Telecoms
16 177 (2.23%) Games
17 150 (1.89%) Electronics
18 148 (1.87%) Presentation Skills
19 134 (1.69%) Influencing Skills
Job Titles
1 1,100 (13.89%) Analyst
2 869 (10.97%) Senior
3 740 (9.34%) Trainer
4 626 (7.90%) IT Support
5 616 (7.78%) Developer
6 596 (7.52%) Lead
7 516 (6.51%) Support Engineer
8 432 (5.45%) Support Analyst
9 349 (4.41%) Infrastructure Engineer
10 344 (4.34%) Technical Support
11 239 (3.02%) Software Engineer
12 236 (2.98%) 2nd Line Support
12 236 (2.98%) Consultant
13 232 (2.93%) Technical Engineer
14 216 (2.73%) Technical Support Engineer
15 203 (2.56%) Architect
16 199 (2.51%) Systems Engineer
17 194 (2.45%) Applications Support
18 173 (2.18%) Business Analyst
19 172 (2.17%) IT Analyst
Libraries, Frameworks & Software Standards
1 310 (3.91%) .NET
2 295 (3.72%) Elastic Stack
3 275 (3.47%) React
4 256 (3.23%) HTML
5 237 (2.99%) CSS
6 187 (2.36%) REST
7 147 (1.86%) RESTful
8 124 (1.57%) Node.js
9 98 (1.24%) AngularJS
10 88 (1.11%) XML
11 86 (1.09%) JSON
12 82 (1.04%) ASP.NET
13 77 (0.97%) .NET Framework
14 69 (0.87%) Kafka
15 68 (0.86%) SOAP
16 65 (0.82%) Vue
16 65 (0.82%) Web Services
17 61 (0.77%) Spring
18 59 (0.74%) GraphQL
19 52 (0.66%) .NET Core
Miscellaneous
1 774 (9.77%) Robotics
2 485 (6.12%) Driving Licence
3 462 (5.83%) Onboarding
4 410 (5.18%) Self-Motivation
5 330 (4.17%) Management Information System
6 310 (3.91%) Cyberattack
7 226 (2.85%) Analytical Mindset
8 182 (2.30%) Cloud Native
9 153 (1.93%) Product Ownership
10 138 (1.74%) Data Centre
11 134 (1.69%) FMCG
12 115 (1.45%) Algorithms
13 110 (1.39%) Legacy Systems
14 101 (1.27%) Operational Technology
15 78 (0.98%) Enterprise Software
16 72 (0.91%) Data Structures
17 68 (0.86%) e-Learning
18 66 (0.83%) Security Posture
19 60 (0.76%) Manufacturing Execution System
20 59 (0.74%) Mobile App
Operating Systems
1 1,341 (16.93%) Windows
2 596 (7.52%) Linux
3 414 (5.23%) Windows Server
4 338 (4.27%) Android
5 201 (2.54%) Windows 10
6 105 (1.33%) Mac OS
7 88 (1.11%) Unix
8 72 (0.91%) Windows Server 2016
9 63 (0.80%) Apple iOS
10 33 (0.42%) Windows Server 2019
11 24 (0.30%) Windows 7
12 16 (0.20%) Windows Server 2012
13 14 (0.18%) VMS
14 13 (0.16%) Red Hat Enterprise Linux
15 7 (0.088%) Mac OS X
15 7 (0.088%) Windows Server 2008
16 6 (0.076%) Ubuntu
17 5 (0.063%) CentOS
18 3 (0.038%) Windows 8
19 2 (0.025%) Oracle Linux
Processes & Methodologies
1 1,353 (17.08%) AI
2 1,269 (16.02%) Agile
3 1,199 (15.14%) Continuous Improvement
4 1,073 (13.54%) Customer Service
5 1,045 (13.19%) Machine Learning
6 850 (10.73%) DevOps
7 804 (10.15%) LLM
8 799 (10.09%) Generative AI
9 770 (9.72%) Analytics
10 741 (9.35%) Red Team
11 678 (8.56%) Mentoring
12 659 (8.32%) Data Privacy
13 635 (8.02%) Business Intelligence
14 605 (7.64%) Decision-Making
14 605 (7.64%) Project Management
15 585 (7.38%) Cybersecurity
16 558 (7.04%) ITIL
17 547 (6.90%) Computer Science
18 531 (6.70%) ERP
19 530 (6.69%) Software Engineering
Programming Languages
1 1,142 (14.42%) Python
2 1,112 (14.04%) SQL
3 537 (6.78%) PowerShell
4 407 (5.14%) C#
4 407 (5.14%) JavaScript
5 367 (4.63%) Java
6 366 (4.62%) Bash
7 163 (2.06%) TypeScript
8 103 (1.30%) C++
9 96 (1.21%) PHP
10 62 (0.78%) T-SQL
11 48 (0.61%) R
12 46 (0.58%) Go
13 44 (0.56%) Kotlin
13 44 (0.56%) VBA
14 34 (0.43%) C
14 34 (0.43%) MATLAB
15 28 (0.35%) Shell Script
16 25 (0.32%) PL/SQL
17 23 (0.29%) Scala
Qualifications
1 2,333 (29.45%) Degree
2 472 (5.96%) Security Cleared
3 306 (3.86%) SC Cleared
4 290 (3.66%) Computer Science Degree
5 191 (2.41%) Microsoft Certification
6 189 (2.39%) Master's Degree
7 142 (1.79%) DV Cleared
8 132 (1.67%) DBS Check
9 119 (1.50%) CISSP
10 106 (1.34%) Cisco Certification
11 93 (1.17%) BPSS Clearance
12 90 (1.14%) HNC
13 87 (1.10%) HND
14 82 (1.04%) PMI Certification
15 79 (1.00%) PMP
16 71 (0.90%) ACCA
16 71 (0.90%) CISM
17 67 (0.85%) Azure Certification
18 66 (0.83%) Network+ Certification
19 63 (0.80%) CIMA
Quality Assurance & Compliance
1 374 (4.72%) QA
2 265 (3.35%) Data Quality
3 227 (2.87%) GDPR
4 160 (2.02%) Accessibility
4 160 (2.02%) SLA
5 154 (1.94%) ISO/IEC 27001
6 152 (1.92%) Cyber Essentials
7 80 (1.01%) PCI DSS
8 73 (0.92%) NIST
9 58 (0.73%) Cyber Essentials PLUS
10 34 (0.43%) PMO
11 27 (0.34%) GRC
11 27 (0.34%) ISO 9001
12 22 (0.28%) SOC 2
13 15 (0.19%) WCAG
14 12 (0.15%) Software Quality Assurance
15 11 (0.14%) ISO/IEC 15288
15 11 (0.14%) NIST 800
15 11 (0.14%) SOC 1
16 10 (0.13%) HIPAA
System Software
1 730 (9.21%) Active Directory
2 538 (6.79%) Docker
3 458 (5.78%) Hyper-V
4 285 (3.60%) vSphere
5 266 (3.36%) VMware NSX
6 166 (2.10%) VMware Infrastructure
7 56 (0.71%) Terminal Server
8 33 (0.42%) Firmware
9 29 (0.37%) VMware ESXi
10 27 (0.34%) Virtual Machines
11 9 (0.11%) Terminal Services
12 8 (0.10%) ProxySG
12 8 (0.10%) Virtual Desktop
13 7 (0.088%) XenApp
14 5 (0.063%) KVM
15 4 (0.050%) Embedded Firmware
16 3 (0.038%) GPFS
16 3 (0.038%) Lustre
16 3 (0.038%) Postfix
16 3 (0.038%) vCloud
Systems Management
1 502 (6.34%) Terraform
2 392 (4.95%) Ansible
3 308 (3.89%) Microsoft Intune
4 258 (3.26%) Kubernetes
5 59 (0.74%) Grafana
6 47 (0.59%) SCCM
7 42 (0.53%) Prometheus
8 32 (0.40%) Single Sign-On
9 22 (0.28%) BMC PATROL
9 22 (0.28%) Nagios
10 19 (0.24%) Jamf Pro
11 17 (0.21%) FortiGate
11 17 (0.21%) vCenter Server
12 15 (0.19%) PaperCut
13 12 (0.15%) Puppet
13 12 (0.15%) ZABBIX
14 11 (0.14%) RSA Archer
15 10 (0.13%) Progress Chef
16 9 (0.11%) Argo
16 9 (0.11%) QRadar
Vendors
1 1,754 (22.14%) Microsoft
2 922 (11.64%) Google
3 852 (10.75%) Databricks
4 814 (10.28%) Adobe
5 473 (5.97%) Cisco
6 460 (5.81%) SAP
7 363 (4.58%) Splunk
8 300 (3.79%) Juniper
9 275 (3.47%) VMware
10 272 (3.43%) 3PAR
11 250 (3.16%) Oracle
12 175 (2.21%) Salesforce
13 130 (1.64%) ServiceNow
14 101 (1.27%) Veeam
15 91 (1.15%) SolarWinds
16 83 (1.05%) Apple
17 77 (0.97%) Siemens
18 71 (0.90%) Sage
19 66 (0.83%) BT
20 65 (0.82%) Workday