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 3 October 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 9,599 8,055 10,378
As % of all permanent jobs in England 9.23% 18.64% 15.59%
As % of the Processes & Methodologies category 12.55% 20.91% 18.93%
Number of salaries quoted 6,438 4,526 4,243
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £46,500 £45,000 £52,500
Median % change year-on-year +3.33% -14.29% -4.55%
75th Percentile £63,750 £65,000 £71,250
90th Percentile £83,750 £85,000 £85,000
UK median annual salary £46,500 £45,000 £52,500
% change year-on-year +3.33% -14.29% -4.55%

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 76,481 38,519 54,833
As % of all permanent jobs advertised in England 73.55% 89.12% 82.39%
Number of salaries quoted 53,828 21,783 29,723
10th Percentile £31,250 £28,500 £32,500
25th Percentile £42,000 £36,532 £42,608
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -2.44%
75th Percentile £80,000 £76,250 £78,750
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £58,700
% change year-on-year +9.09% -6.30% -2.17%

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 3 October 2026.

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 3 October 2026. 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 -6 2,376 £64,000 -1.54% 5,593
North of England -7 2,025 £45,000 - 1,989
South East -1 1,884 £41,585 +1.43% 2,101
Midlands -6 1,443 £42,500 +13.33% 1,372
North West -3 1,050 £45,250 -7.61% 988
South West -1 974 £45,000 +22.45% 1,022
West Midlands -7 814 £42,500 - 825
East of England -1 812 £42,500 +30.77% 985
East Midlands -7 627 £42,000 +29.23% 547
Yorkshire -7 611 £42,500 +26.87% 680
North East +6 373 £50,000 +49.25% 344
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
1 558 (5.81%) SharePoint
2 408 (4.25%) Microsoft Exchange
3 118 (1.23%) Confluence
4 64 (0.67%) IIS
5 53 (0.55%) CMS
6 52 (0.54%) Apache
7 49 (0.51%) Apache Spark
8 40 (0.42%) Apache Airflow
9 38 (0.40%) WordPress
10 18 (0.19%) Oracle Workflow
11 14 (0.15%) Jupyter
12 13 (0.14%) nginx
12 13 (0.14%) SAS
12 13 (0.14%) WebLogic
13 11 (0.11%) Oracle SOA Suite
13 11 (0.11%) WebSphere
14 9 (0.094%) Palantir Foundry
15 7 (0.073%) CICS
15 7 (0.073%) OpenEdge
16 6 (0.063%) Tomcat
Applications
1 669 (6.97%) Microsoft Office
2 616 (6.42%) Microsoft Excel
3 130 (1.35%) Microsoft PowerPoint
4 66 (0.69%) Spreadsheet
5 60 (0.63%) MS Visio
6 57 (0.59%) AutoCAD
7 51 (0.53%) Microsoft Project
8 32 (0.33%) Simulink
9 29 (0.30%) Revit
10 20 (0.21%) SOLIDWORKS
11 17 (0.18%) Chatbot
12 13 (0.14%) EPLAN
13 12 (0.13%) Navisworks
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 10 (0.10%) Adobe Creative Suite
16 9 (0.094%) OrCAD
17 8 (0.083%) Trello
18 6 (0.063%) Adobe Illustrator
18 6 (0.063%) Siemens NX
Business Applications
1 92 (0.96%) SAP S/4HANA
2 91 (0.95%) Dynamics CRM
3 83 (0.86%) NetSuite
4 40 (0.42%) Oracle EBS
5 36 (0.38%) Shopify
6 24 (0.25%) Oracle Payables
7 22 (0.23%) Dynamics AX
8 17 (0.18%) Oracle Cash Management
8 17 (0.18%) Workday HCM
9 16 (0.17%) Oracle Subledger Accounting
10 14 (0.15%) Salesforce CRM
11 13 (0.14%) Dynamics NAV
11 13 (0.14%) IBM Planning Analytics
11 13 (0.14%) Magento
11 13 (0.14%) Payment Gateway
11 13 (0.14%) SAP Business One
12 12 (0.13%) Elite 3E
12 12 (0.13%) Oracle Applications
13 11 (0.11%) iTrent
13 11 (0.11%) Oracle ERP
Cloud Services
1 1,797 (18.72%) Azure
2 1,461 (15.22%) Microsoft 365
3 1,065 (11.09%) AWS
4 798 (8.31%) Power Platform
5 477 (4.97%) Entra ID
6 419 (4.37%) SaaS
7 351 (3.66%) GCP
8 244 (2.54%) Azure DevOps
9 228 (2.38%) GitHub
10 206 (2.15%) Power Automate
11 192 (2.00%) Dynamics 365
12 185 (1.93%) Serverless
13 168 (1.75%) PowerApps
14 161 (1.68%) OneDrive
15 159 (1.66%) Microsoft Copilot
16 116 (1.21%) Amazon S3
17 109 (1.14%) GitHub Actions
18 102 (1.06%) Google Workspace
19 92 (0.96%) AWS CloudFormation
20 88 (0.92%) AWS Lambda
Communications & Networking
1 533 (5.55%) Firewall
2 517 (5.39%) DNS
3 425 (4.43%) DHCP
4 367 (3.82%) VPN
5 304 (3.17%) TCP/IP
6 250 (2.60%) Wi-Fi
7 206 (2.15%) LAN
8 204 (2.13%) WAN
9 202 (2.10%) Wireless
10 186 (1.94%) VLAN
11 169 (1.76%) Network Security
12 110 (1.15%) VoIP
13 66 (0.69%) Internet
14 60 (0.63%) Broadband
15 40 (0.42%) SAN
16 39 (0.41%) BGP
17 38 (0.40%) HTTP
18 35 (0.36%) SD-WAN
18 35 (0.36%) SSL
19 33 (0.34%) OSPF
Database & Business Intelligence
1 612 (6.38%) Power BI
2 428 (4.46%) SQL Server
3 168 (1.75%) Relational Database
4 149 (1.55%) Data Warehouse
5 142 (1.48%) MySQL
6 134 (1.40%) Amazon RDS
7 129 (1.34%) PostgreSQL
8 114 (1.19%) Tableau
9 102 (1.06%) NoSQL
10 84 (0.88%) SQL Server Reporting Services
11 73 (0.76%) SQL Server Integration Services
12 72 (0.75%) Big Data
13 70 (0.73%) Azure SQL Database
13 70 (0.73%) Data Lake
14 66 (0.69%) Metadata
15 64 (0.67%) MongoDB
16 59 (0.61%) Power Query
17 42 (0.44%) DynamoDB
18 40 (0.42%) Electronic Patient Records
19 38 (0.40%) Oracle Reports
Development Applications
1 392 (4.08%) Git
2 328 (3.42%) JIRA
3 152 (1.58%) Jenkins
4 124 (1.29%) GitLab
5 46 (0.48%) Claude Code
6 43 (0.45%) Selenium
7 42 (0.44%) Eclipse
8 35 (0.36%) JUnit
8 35 (0.36%) Subversion
9 30 (0.31%) Cucumber
10 27 (0.28%) Cypress.io
10 27 (0.28%) Oracle Forms
11 25 (0.26%) Postman
11 25 (0.26%) TeamCity
12 23 (0.24%) Rational DOORS
13 22 (0.23%) Bitbucket
14 19 (0.20%) LabVIEW
15 16 (0.17%) SonarQube
16 15 (0.16%) Maven
16 15 (0.16%) MLflow
General
1 4,841 (50.43%) Social Skills
2 2,817 (29.35%) Analytical Skills
3 1,909 (19.89%) Finance
4 961 (10.01%) Manufacturing
5 774 (8.06%) Organisational Skills
6 559 (5.82%) Retail
7 555 (5.78%) Inclusion and Diversity
8 532 (5.54%) Law
9 406 (4.23%) Marketing
10 404 (4.21%) Public Sector
11 373 (3.89%) Legal
12 338 (3.52%) Electronics
13 303 (3.16%) Aerospace
14 295 (3.07%) Banking
15 242 (2.52%) Telecoms
16 198 (2.06%) Influencing Skills
17 188 (1.96%) Presentation Skills
18 158 (1.65%) Automotive
19 143 (1.49%) Documentation Skills
20 110 (1.15%) Advertising
Job Titles
1 1,233 (12.85%) Analyst
2 1,032 (10.75%) Senior
3 818 (8.52%) Developer
4 789 (8.22%) IT Support
5 617 (6.43%) Support Engineer
6 532 (5.54%) Lead
7 441 (4.59%) Consultant
8 423 (4.41%) Support Analyst
9 418 (4.35%) IT Engineer
10 322 (3.35%) IT Support Engineer
11 320 (3.33%) Software Engineer
12 288 (3.00%) Technical Support
13 273 (2.84%) Architect
14 268 (2.79%) Support Technician
15 248 (2.58%) IT Technician
16 237 (2.47%) Technical Engineer
17 235 (2.45%) Systems Engineer
18 226 (2.35%) Administrator
19 212 (2.21%) Business Analyst
19 212 (2.21%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 409 (4.26%) .NET
2 392 (4.08%) Terraform
3 314 (3.27%) React
4 299 (3.11%) REST
5 259 (2.70%) HTML
6 195 (2.03%) CSS
7 181 (1.89%) RESTful
8 153 (1.59%) Node.js
9 123 (1.28%) Spring
10 114 (1.19%) Web Services
11 112 (1.17%) SOAP
12 104 (1.08%) AngularJS
13 100 (1.04%) ASP.NET
13 100 (1.04%) JSON
14 99 (1.03%) Kafka
15 93 (0.97%) XML
16 89 (0.93%) Middleware
17 85 (0.89%) Vue
18 84 (0.88%) Spring Boot
19 64 (0.67%) LangChain
Miscellaneous
1 726 (7.56%) Driving Licence
2 686 (7.15%) Onboarding
3 506 (5.27%) Self-Motivation
4 436 (4.54%) Management Information System
5 348 (3.63%) Cloud Native
6 246 (2.56%) Product Ownership
7 195 (2.03%) Enterprise Software
8 183 (1.91%) Data Centre
9 167 (1.74%) Legacy Systems
10 150 (1.56%) Robotics
11 136 (1.42%) Distributed Systems
12 126 (1.31%) Security Posture
13 125 (1.30%) AI Agents
14 121 (1.26%) Cyber Threat
15 118 (1.23%) Analytical Mindset
16 112 (1.17%) NHS
17 110 (1.15%) Data Structures
18 101 (1.05%) IoT
19 99 (1.03%) Algorithms
20 88 (0.92%) Mobile App
Operating Systems
1 1,408 (14.67%) Windows
2 582 (6.06%) Windows Server
3 550 (5.73%) Linux
4 163 (1.70%) Windows 10
5 122 (1.27%) Mac OS
6 105 (1.09%) Apple iOS
7 98 (1.02%) Windows Server 2016
8 96 (1.00%) Android
9 53 (0.55%) Unix
10 47 (0.49%) Windows Server 2019
11 29 (0.30%) VMS
12 28 (0.29%) Ubuntu
13 27 (0.28%) Red Hat Enterprise Linux
14 15 (0.16%) Embedded Linux
15 10 (0.10%) FreeRTOS
16 9 (0.094%) Debian
16 9 (0.094%) Rocky
17 7 (0.073%) CentOS
17 7 (0.073%) Windows Server 2012
18 5 (0.052%) OpenVMS
Processes & Methodologies
1 2,526 (26.32%) Continuous Improvement
2 1,565 (16.30%) Customer Service
3 1,489 (15.51%) Agile
4 1,240 (12.92%) AI
5 1,208 (12.58%) Stakeholder Management
6 1,097 (11.43%) Decision-Making
7 995 (10.37%) Mentoring
8 971 (10.12%) CI/CD
9 852 (8.88%) Analytics
10 808 (8.42%) Software Engineering
11 807 (8.41%) DevOps
11 807 (8.41%) Project Delivery
12 776 (8.08%) Cybersecurity
13 697 (7.26%) Project Management
14 689 (7.18%) Business Intelligence
15 674 (7.02%) Collaborative Working
15 674 (7.02%) Stakeholder Engagement
16 663 (6.91%) ITIL
17 658 (6.85%) Roadmaps
18 648 (6.75%) Computer Science
Programming Languages
1 1,400 (14.58%) SQL
2 1,215 (12.66%) Python
3 576 (6.00%) JavaScript
4 510 (5.31%) C#
5 453 (4.72%) Java
6 391 (4.07%) PowerShell
7 281 (2.93%) TypeScript
8 251 (2.61%) C++
9 176 (1.83%) Bash
10 107 (1.11%) C
11 80 (0.83%) PHP
12 79 (0.82%) Go
13 74 (0.77%) T-SQL
14 72 (0.75%) Data Analysis Expressions
15 56 (0.58%) PL/SQL
16 55 (0.57%) R
17 51 (0.53%) Rust
18 50 (0.52%) Ruby
19 47 (0.49%) Shell Script
20 46 (0.48%) Perl
Qualifications
1 1,682 (17.52%) Degree
2 900 (9.38%) Security Cleared
3 608 (6.33%) SC Cleared
4 343 (3.57%) Computer Science Degree
5 279 (2.91%) DBS Check
6 247 (2.57%) HNC
7 228 (2.38%) Microsoft Certification
8 212 (2.21%) HND
9 204 (2.13%) DV Cleared
10 188 (1.96%) Azure Certification
11 161 (1.68%) BPSS Clearance
12 151 (1.57%) Master's Degree
13 146 (1.52%) CISSP
14 145 (1.51%) Cisco Certification
15 99 (1.03%) PMI Certification
16 89 (0.93%) AWS Certification
17 88 (0.92%) Chartered Engineer
18 86 (0.90%) ACCA
19 85 (0.89%) CISM
20 82 (0.85%) NVQ Level 3
Quality Assurance & Compliance
1 520 (5.42%) QA
2 473 (4.93%) Data Quality
3 377 (3.93%) GDPR
4 269 (2.80%) Accessibility
5 238 (2.48%) SLA
6 222 (2.31%) ISO/IEC 27001
7 191 (1.99%) Cyber Essentials
8 152 (1.58%) NIST
9 138 (1.44%) PCI DSS
10 72 (0.75%) PMO
11 51 (0.53%) ISO 9001
12 49 (0.51%) Cyber Essentials PLUS
13 46 (0.48%) GRC
14 31 (0.32%) NCSC
15 29 (0.30%) Actionable Recommendations
16 24 (0.25%) SOC 2
17 22 (0.23%) DO-254
17 22 (0.23%) Sarbanes-Oxley
18 20 (0.21%) GMP
18 20 (0.21%) Good Clinical Practice
System Software
1 925 (9.64%) Active Directory
2 379 (3.95%) Docker
3 288 (3.00%) Hyper-V
4 251 (2.61%) VMware Infrastructure
5 72 (0.75%) Firmware
6 63 (0.66%) Terminal Server
7 51 (0.53%) Virtual Desktop
8 50 (0.52%) Virtual Machines
9 33 (0.34%) vSphere
10 28 (0.29%) Embedded Firmware
11 19 (0.20%) VMware ESXi
12 17 (0.18%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.094%) KVM
15 7 (0.073%) IAG
16 6 (0.063%) VMware NSX
17 5 (0.052%) ClearTrust
17 5 (0.052%) Squid
18 4 (0.042%) XenApp
Systems Management
1 373 (3.89%) Kubernetes
2 319 (3.32%) Microsoft Intune
3 144 (1.50%) Ansible
4 100 (1.04%) Grafana
5 74 (0.77%) Single Sign-On
6 69 (0.72%) SCCM
7 57 (0.59%) Prometheus
8 50 (0.52%) BMC PATROL
9 31 (0.32%) Jamf Pro
10 24 (0.25%) FortiGate
11 21 (0.22%) Argo
12 18 (0.19%) Nagios
13 17 (0.18%) Functional Safety
14 15 (0.16%) Puppet
15 14 (0.15%) Kibana
15 14 (0.15%) Progress Chef
16 12 (0.13%) Nmap
17 11 (0.11%) Autotask
18 10 (0.10%) Docker Swarm
18 10 (0.10%) Proxmox
Vendors
1 2,843 (29.62%) Microsoft
2 379 (3.95%) VMware
3 323 (3.36%) SAP
4 298 (3.10%) Google
5 276 (2.88%) Oracle
6 188 (1.96%) ServiceNow
7 184 (1.92%) Salesforce
8 171 (1.78%) Cisco
9 140 (1.46%) Databricks
10 138 (1.44%) Veeam
11 124 (1.29%) Splunk
12 114 (1.19%) Sage
13 99 (1.03%) Workday
14 95 (0.99%) SolarWinds
15 89 (0.93%) Apple
16 80 (0.83%) Fortinet
17 71 (0.74%) Tanium
18 69 (0.72%) HubSpot
19 66 (0.69%) Siemens
20 64 (0.67%) Brocade