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 29 December 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Dec 2025
Same period 2024 Same period 2023
Rank 8 4 9
Rank change year-on-year -4 +5 +4
Permanent jobs citing Problem-Solving 6,592 9,068 6,679
As % of all permanent jobs in England 12.65% 18.25% 14.65%
As % of the Processes & Methodologies category 15.37% 20.26% 16.04%
Number of salaries quoted 4,437 4,018 4,705
10th Percentile £26,500 £30,925 £28,000
25th Percentile £31,000 £40,000 £36,750
Median annual salary (50th Percentile) £45,497 £55,000 £55,000
Median % change year-on-year -17.28% - -
75th Percentile £65,000 £75,000 £73,750
90th Percentile £85,000 £87,500 £91,934
UK median annual salary £46,500 £55,000 £55,000
% change year-on-year -15.45% - -

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 42,888 44,758 41,633
As % of all permanent jobs advertised in England 82.27% 90.07% 91.30%
Number of salaries quoted 25,613 22,453 32,215
10th Percentile £28,500 £35,000 £32,500
25th Percentile £37,500 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £76,250 £81,250 £80,000
90th Percentile £96,250 £100,000 £100,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

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 29 December 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 29 December 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 -2 1,962 £65,000 - 2,082
South East -3 1,357 £41,000 -21.90% 2,549
North of England -14 1,263 £45,000 -5.26% 2,282
Midlands -13 909 £38,500 -23.00% 1,663
North West -10 711 £47,842 +0.53% 1,188
South West -1 585 £40,000 -27.27% 1,086
West Midlands -17 542 £42,618 -22.51% 885
Yorkshire -4 441 £36,500 -16.09% 905
East of England -6 421 £35,000 -31.33% 1,410
East Midlands +1 366 £33,000 -9.59% 696
North East -1 111 £33,500 -33.00% 203
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
1 323 (4.90%) Microsoft Exchange
2 281 (4.26%) SharePoint
3 79 (1.20%) Confluence
4 50 (0.76%) IIS
5 47 (0.71%) Apache
6 46 (0.70%) Apache Spark
7 35 (0.53%) Apache Airflow
8 30 (0.46%) CMS
9 25 (0.38%) WordPress
10 11 (0.17%) nginx
10 11 (0.17%) Oracle SOA Suite
10 11 (0.17%) SAS
11 8 (0.12%) Headless CMS
12 7 (0.11%) Anypoint
12 7 (0.11%) Apache Solr
13 6 (0.091%) HCL Notes
14 5 (0.076%) Camunda
14 5 (0.076%) Drupal
14 5 (0.076%) Exchange Server 2013
14 5 (0.076%) Umbraco
Applications
1 512 (7.77%) Microsoft Office
2 502 (7.62%) Microsoft Excel
3 94 (1.43%) Microsoft PowerPoint
4 35 (0.53%) Maya
5 34 (0.52%) Spreadsheet
6 29 (0.44%) MS Visio
7 22 (0.33%) Microsoft Project
8 20 (0.30%) AutoCAD
9 17 (0.26%) Photoshop
10 15 (0.23%) Adobe Creative Suite
11 12 (0.18%) Adobe Illustrator
11 12 (0.18%) SOLIDWORKS
12 9 (0.14%) Adobe Premiere
12 9 (0.14%) Simulink
13 5 (0.076%) Adobe After Effects
13 5 (0.076%) Adobe XD
13 5 (0.076%) Trello
14 4 (0.061%) Autodesk Inventor
14 4 (0.061%) Chatbot
14 4 (0.061%) Fusion 360
Business Applications
1 112 (1.70%) SAP S/4HANA
2 94 (1.43%) Dynamics CRM
3 44 (0.67%) NetSuite
4 22 (0.33%) Shopify
5 21 (0.32%) SAP CO
5 21 (0.32%) SAP FI
6 17 (0.26%) SAP FI/CO
7 14 (0.21%) Endur
7 14 (0.21%) Oracle Payables
7 14 (0.21%) Salesforce CRM
8 13 (0.20%) SAP Business One
9 12 (0.18%) Oracle Receivables
10 11 (0.17%) Oracle Assets
11 10 (0.15%) Payment Gateway
11 10 (0.15%) Sage 200
12 8 (0.12%) JDE EnterpriseOne
13 6 (0.091%) Exchequer
13 6 (0.091%) Sage X3
13 6 (0.091%) SAP ERP
13 6 (0.091%) SAP Hybris
Cloud Services
1 1,446 (21.94%) Azure
2 922 (13.99%) Microsoft 365
3 705 (10.69%) AWS
4 548 (8.31%) Power Platform
5 418 (6.34%) SaaS
6 276 (4.19%) Entra ID
7 230 (3.49%) GCP
8 177 (2.69%) Azure DevOps
9 146 (2.21%) GitHub
10 141 (2.14%) Serverless
11 108 (1.64%) Power Automate
12 101 (1.53%) Dynamics 365
13 75 (1.14%) PowerApps
14 74 (1.12%) AWS Lambda
15 69 (1.05%) Amazon S3
16 67 (1.02%) Azure Data Factory
17 61 (0.93%) AWS CloudFormation
18 60 (0.91%) OneDrive
19 58 (0.88%) Azure Synapse Analytics
20 57 (0.86%) PaaS
Communications & Networking
1 395 (5.99%) DNS
2 337 (5.11%) DHCP
3 336 (5.10%) Firewall
4 213 (3.23%) VPN
5 187 (2.84%) TCP/IP
6 174 (2.64%) Wi-Fi
7 173 (2.62%) WAN
8 149 (2.26%) LAN
9 116 (1.76%) VLAN
10 85 (1.29%) VoIP
11 81 (1.23%) Wireless
12 67 (1.02%) Broadband
13 64 (0.97%) Network Security
14 61 (0.93%) Remote Desktop
15 51 (0.77%) SAN
16 45 (0.68%) Internet
16 45 (0.68%) SD-WAN
17 29 (0.44%) Unified Communications
18 26 (0.39%) BGP
18 26 (0.39%) WLAN
Database & Business Intelligence
1 462 (7.01%) Power BI
2 326 (4.95%) SQL Server
3 163 (2.47%) Relational Database
4 138 (2.09%) Tableau
5 135 (2.05%) Data Warehouse
6 130 (1.97%) PostgreSQL
7 128 (1.94%) MySQL
8 118 (1.79%) Data Lake
9 117 (1.77%) NoSQL
10 115 (1.74%) Amazon RDS
11 68 (1.03%) SQL Server Reporting Services
12 66 (1.00%) SAP BW
13 61 (0.93%) MongoDB
14 50 (0.76%) Metadata
15 47 (0.71%) Big Data
15 47 (0.71%) SQL Server Integration Services
16 41 (0.62%) DynamoDB
17 39 (0.59%) Amazon Redshift
17 39 (0.59%) Azure SQL Database
18 37 (0.56%) Oracle Reports
Development Applications
1 275 (4.17%) Git
2 250 (3.79%) JIRA
3 91 (1.38%) Jenkins
4 81 (1.23%) GitLab
5 56 (0.85%) Selenium
6 28 (0.42%) Cypress.io
7 24 (0.36%) Visual Studio
8 23 (0.35%) Bitbucket
9 18 (0.27%) LabVIEW
10 17 (0.26%) Maven
10 17 (0.26%) Robot Framework
11 16 (0.24%) Octopus Deploy
11 16 (0.24%) SonarQube
12 15 (0.23%) JUnit
12 15 (0.23%) TeamCity
13 14 (0.21%) Snyk
13 14 (0.21%) WebDriver
14 12 (0.18%) Cucumber
14 12 (0.18%) Subversion
15 10 (0.15%) Rational DOORS
General
1 3,605 (54.69%) Social Skills
2 2,002 (30.37%) Analytical Skills
3 1,597 (24.23%) Finance
4 437 (6.63%) Marketing
5 389 (5.90%) Retail
6 375 (5.69%) Law
7 347 (5.26%) Manufacturing
8 329 (4.99%) Organisational Skills
9 283 (4.29%) Legal
10 276 (4.19%) Inclusion and Diversity
11 262 (3.97%) Public Sector
12 253 (3.84%) Banking
13 194 (2.94%) Telecoms
14 169 (2.56%) Electronics
15 160 (2.43%) Presentation Skills
16 122 (1.85%) Games
17 97 (1.47%) Influencing Skills
18 88 (1.33%) Automotive
19 84 (1.27%) Documentation Skills
20 76 (1.15%) Financial Institution
Job Titles
1 1,041 (15.79%) Analyst
2 810 (12.29%) Senior
3 663 (10.06%) IT Support
4 608 (9.22%) Support Engineer
5 605 (9.18%) Developer
6 451 (6.84%) Lead
7 367 (5.57%) Support Analyst
8 303 (4.60%) Technical Support
9 256 (3.88%) IT Engineer
10 237 (3.60%) Business Analyst
11 235 (3.56%) Consultant
12 218 (3.31%) Architect
13 214 (3.25%) Technical Engineer
14 209 (3.17%) IT Support Engineer
15 199 (3.02%) Technical Support Engineer
16 193 (2.93%) 2nd Line Support
17 190 (2.88%) Support Technician
18 171 (2.59%) Systems Engineer
19 169 (2.56%) Applications Support
20 145 (2.20%) IT Analyst
Libraries, Frameworks & Software Standards
1 285 (4.32%) .NET
2 262 (3.97%) React
3 241 (3.66%) HTML
4 198 (3.00%) CSS
5 151 (2.29%) REST
6 146 (2.21%) Node.js
7 131 (1.99%) RESTful
8 100 (1.52%) AngularJS
9 75 (1.14%) XML
10 73 (1.11%) JSON
11 72 (1.09%) Spring
12 65 (0.99%) Vue
13 62 (0.94%) .NET Framework
14 61 (0.93%) ASP.NET
14 61 (0.93%) Kafka
15 57 (0.86%) SOAP
16 52 (0.79%) Django
17 48 (0.73%) Middleware
17 48 (0.73%) Web Services
18 46 (0.70%) Flask
Miscellaneous
1 538 (8.16%) Onboarding
2 506 (7.68%) Driving Licence
3 418 (6.34%) Self-Motivation
4 216 (3.28%) Management Information System
5 201 (3.05%) Analytical Mindset
6 159 (2.41%) Cloud Native
7 149 (2.26%) Legacy Systems
8 148 (2.25%) Product Ownership
9 121 (1.84%) Data Centre
10 114 (1.73%) Enterprise Software
11 81 (1.23%) FMCG
12 79 (1.20%) Algorithms
13 71 (1.08%) Virtual Team
14 67 (1.02%) Data Structures
15 66 (1.00%) Distributed Systems
16 55 (0.83%) Security Posture
17 53 (0.80%) Low-Code
18 52 (0.79%) Mobile App
19 45 (0.68%) e-Learning
19 45 (0.68%) EPoS
Operating Systems
1 1,082 (16.41%) Windows
2 424 (6.43%) Windows Server
3 395 (5.99%) Linux
4 170 (2.58%) Windows 10
5 107 (1.62%) Windows Server 2016
6 90 (1.37%) Mac OS
7 77 (1.17%) Android
8 71 (1.08%) Apple iOS
9 58 (0.88%) Unix
10 45 (0.68%) Windows Server 2019
11 26 (0.39%) Windows Server 2012
12 22 (0.33%) Windows 7
13 21 (0.32%) VMS
14 18 (0.27%) Red Hat Enterprise Linux
15 9 (0.14%) Mac OS X
16 8 (0.12%) CentOS
17 7 (0.11%) Ubuntu
18 6 (0.091%) Windows Server 2008
19 4 (0.061%) OpenWrt
19 4 (0.061%) Windows 8
Processes & Methodologies
1 1,158 (17.57%) Continuous Improvement
2 1,103 (16.73%) Agile
3 959 (14.55%) Customer Service
4 771 (11.70%) Analytics
5 648 (9.83%) AI
6 643 (9.75%) Business Intelligence
7 637 (9.66%) Decision-Making
8 621 (9.42%) Project Management
9 617 (9.36%) Mentoring
10 583 (8.84%) DevOps
11 569 (8.63%) ITIL
12 518 (7.86%) CI/CD
13 509 (7.72%) Cybersecurity
14 496 (7.52%) Computer Science
15 470 (7.13%) Stakeholder Management
16 456 (6.92%) ERP
17 454 (6.89%) Change Management
18 422 (6.40%) Data Analysis
19 406 (6.16%) CRM
20 396 (6.01%) Process Improvement
Programming Languages
1 1,048 (15.90%) SQL
2 869 (13.18%) Python
3 393 (5.96%) JavaScript
4 352 (5.34%) C#
5 313 (4.75%) Java
6 300 (4.55%) PowerShell
7 150 (2.28%) TypeScript
8 113 (1.71%) Bash
9 102 (1.55%) PHP
10 86 (1.30%) C++
11 61 (0.93%) T-SQL
12 51 (0.77%) Data Analysis Expressions
13 44 (0.67%) R
14 37 (0.56%) C
15 35 (0.53%) Go
15 35 (0.53%) Scala
15 35 (0.53%) VBA
16 27 (0.41%) MATLAB
17 25 (0.38%) Bicep
18 24 (0.36%) PL/SQL
Qualifications
1 1,598 (24.24%) Degree
2 509 (7.72%) Security Cleared
3 332 (5.04%) SC Cleared
4 244 (3.70%) Computer Science Degree
5 180 (2.73%) Microsoft Certification
6 178 (2.70%) Master's Degree
7 135 (2.05%) DBS Check
8 129 (1.96%) DV Cleared
9 110 (1.67%) CISSP
10 104 (1.58%) BPSS Clearance
11 100 (1.52%) Cisco Certification
12 89 (1.35%) ACCA
13 75 (1.14%) CIMA
14 65 (0.99%) CISM
14 65 (0.99%) ITIL Foundation Certificate
15 64 (0.97%) CCNA
16 62 (0.94%) A+ Certification
17 61 (0.93%) Network+ Certification
18 58 (0.88%) AWS Certification
19 57 (0.86%) PMI Certification
Quality Assurance & Compliance
1 364 (5.52%) QA
2 323 (4.90%) Data Quality
3 206 (3.13%) GDPR
4 179 (2.72%) Cyber Essentials
5 170 (2.58%) ISO/IEC 27001
6 147 (2.23%) Accessibility
7 137 (2.08%) SLA
8 112 (1.70%) PCI DSS
9 82 (1.24%) NIST
10 51 (0.77%) Cyber Essentials PLUS
11 32 (0.49%) ISO 9001
11 32 (0.49%) PMO
12 24 (0.36%) Actionable Recommendations
13 21 (0.32%) SOC 2
14 20 (0.30%) GRC
15 13 (0.20%) COBIT
15 13 (0.20%) WCAG
16 9 (0.14%) ISO 13485
17 8 (0.12%) ISO/IEC 19770
17 8 (0.12%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 744 (11.29%) Active Directory
2 264 (4.00%) Docker
3 228 (3.46%) Hyper-V
4 152 (2.31%) VMware Infrastructure
5 84 (1.27%) Terminal Server
6 33 (0.50%) Firmware
7 32 (0.49%) Virtual Machines
8 23 (0.35%) VMware ESXi
9 19 (0.29%) vSphere
10 15 (0.23%) Virtual Desktop
11 5 (0.076%) KVM
12 4 (0.061%) ProxySG
12 4 (0.061%) Virtual Servers
12 4 (0.061%) XenApp
13 3 (0.046%) BitLocker
13 3 (0.046%) vCloud
13 3 (0.046%) VMware Workstation
14 2 (0.030%) HDFS
14 2 (0.030%) RHEV
14 2 (0.030%) Slurm Workload Manager
Systems Management
1 278 (4.22%) Microsoft Intune
2 245 (3.72%) Terraform
3 210 (3.19%) Kubernetes
4 123 (1.87%) Ansible
5 58 (0.88%) Grafana
6 57 (0.86%) SCCM
7 42 (0.64%) BMC PATROL
7 42 (0.64%) Prometheus
8 29 (0.44%) Single Sign-On
9 22 (0.33%) Jamf Pro
10 18 (0.27%) Nagios
10 18 (0.27%) vCenter Server
11 15 (0.23%) Cisco CUCM
12 13 (0.20%) Active Directory Federation Services
12 13 (0.20%) Argo
13 12 (0.18%) FortiGate
13 12 (0.18%) PaperCut
14 11 (0.17%) ZABBIX
15 7 (0.11%) Nmap
15 7 (0.11%) QRadar
Vendors
1 1,725 (26.17%) Microsoft
2 429 (6.51%) SAP
3 284 (4.31%) VMware
4 279 (4.23%) Oracle
5 175 (2.65%) Cisco
6 147 (2.23%) Salesforce
7 141 (2.14%) ServiceNow
8 137 (2.08%) Veeam
9 136 (2.06%) Google
10 127 (1.93%) Splunk
11 125 (1.90%) SolarWinds
12 116 (1.76%) Databricks
13 86 (1.30%) Nimble Storage
13 86 (1.30%) Tanium
14 84 (1.27%) Apple
14 84 (1.27%) Brocade
15 80 (1.21%) Adobe
16 66 (1.00%) Workday
17 65 (0.99%) Sage
18 58 (0.88%) Dell