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

6 months to
7 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 9,677 8,016 10,200
As % of all permanent jobs in England 9.31% 18.51% 15.57%
As % of the Processes & Methodologies category 12.64% 20.79% 18.88%
Number of salaries quoted 6,484 4,506 4,137
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £46,000 £45,000 £52,500
Median % change year-on-year +2.22% -14.29% -4.55%
75th Percentile £63,750 £65,000 £71,250
90th Percentile £83,750 £85,000 £85,000
UK median annual salary £46,053 £45,000 £52,500
% change year-on-year +2.34% -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 76,540 38,554 54,017
As % of all permanent jobs advertised in England 73.61% 89.02% 82.44%
Number of salaries quoted 53,822 21,790 29,076
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £43,250
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -1.64%
75th Percentile £80,000 £75,785 £78,750
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -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 7 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 7 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 2,390 £64,500 -0.77% 5,562
North of England -7 2,039 £45,000 - 1,728
South East -2 1,903 £41,585 +3.96% 1,930
Midlands -6 1,458 £42,500 +11.84% 1,184
North West -2 1,049 £45,000 -10.00% 866
South West -2 979 £45,000 +20.81% 854
East of England -1 825 £42,500 +30.77% 878
West Midlands -5 820 £42,500 - 718
East Midlands -6 636 £42,000 +29.23% 466
Yorkshire -7 612 £42,500 +28.79% 613
North East +6 387 £50,000 +49.25% 263
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
1 562 (5.81%) SharePoint
2 414 (4.28%) Microsoft Exchange
3 117 (1.21%) Confluence
4 64 (0.66%) IIS
5 52 (0.54%) Apache
6 51 (0.53%) CMS
7 50 (0.52%) Apache Spark
8 40 (0.41%) Apache Airflow
9 36 (0.37%) WordPress
10 18 (0.19%) Oracle Workflow
11 14 (0.14%) Jupyter
12 13 (0.13%) nginx
12 13 (0.13%) SAS
12 13 (0.13%) WebLogic
13 11 (0.11%) Oracle SOA Suite
13 11 (0.11%) WebSphere
14 9 (0.093%) Palantir Foundry
15 7 (0.072%) CICS
15 7 (0.072%) OpenEdge
16 6 (0.062%) Tomcat
Applications
1 685 (7.08%) Microsoft Office
2 619 (6.40%) Microsoft Excel
3 134 (1.38%) Microsoft PowerPoint
4 66 (0.68%) Spreadsheet
5 59 (0.61%) AutoCAD
6 58 (0.60%) MS Visio
7 51 (0.53%) Microsoft Project
8 33 (0.34%) Simulink
9 31 (0.32%) Revit
10 20 (0.21%) SOLIDWORKS
11 17 (0.18%) Chatbot
12 15 (0.16%) EPLAN
13 14 (0.14%) Navisworks
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 10 (0.10%) Adobe Creative Suite
15 10 (0.10%) OrCAD
16 8 (0.083%) Trello
17 6 (0.062%) Adobe Illustrator
17 6 (0.062%) Siemens NX
Business Applications
1 91 (0.94%) Dynamics CRM
2 90 (0.93%) SAP S/4HANA
3 82 (0.85%) NetSuite
4 39 (0.40%) Oracle EBS
5 35 (0.36%) Shopify
6 24 (0.25%) Dynamics AX
7 23 (0.24%) Oracle Payables
8 18 (0.19%) Workday HCM
9 17 (0.18%) Oracle Cash Management
10 16 (0.17%) Oracle Subledger Accounting
11 15 (0.16%) Salesforce CRM
12 13 (0.13%) Dynamics NAV
12 13 (0.13%) Payment Gateway
13 12 (0.12%) IBM Planning Analytics
13 12 (0.12%) Oracle Applications
13 12 (0.12%) SAP Business One
14 11 (0.11%) Magento
14 11 (0.11%) Oracle ERP
14 11 (0.11%) Primavera
14 11 (0.11%) SAP ERP
Cloud Services
1 1,804 (18.64%) Azure
2 1,482 (15.31%) Microsoft 365
3 1,063 (10.98%) AWS
4 799 (8.26%) Power Platform
5 486 (5.02%) Entra ID
6 420 (4.34%) SaaS
7 351 (3.63%) GCP
8 244 (2.52%) Azure DevOps
9 227 (2.35%) GitHub
10 206 (2.13%) Power Automate
11 189 (1.95%) Dynamics 365
12 183 (1.89%) Serverless
13 170 (1.76%) PowerApps
14 163 (1.68%) OneDrive
15 162 (1.67%) Microsoft Copilot
16 116 (1.20%) Amazon S3
17 108 (1.12%) GitHub Actions
18 105 (1.09%) Google Workspace
19 92 (0.95%) AWS CloudFormation
20 88 (0.91%) AWS Lambda
Communications & Networking
1 538 (5.56%) Firewall
2 522 (5.39%) DNS
3 427 (4.41%) DHCP
4 371 (3.83%) VPN
5 307 (3.17%) TCP/IP
6 252 (2.60%) Wi-Fi
7 209 (2.16%) Wireless
8 205 (2.12%) LAN
9 203 (2.10%) WAN
10 188 (1.94%) VLAN
11 172 (1.78%) Network Security
12 107 (1.11%) VoIP
13 67 (0.69%) Internet
14 63 (0.65%) Broadband
15 40 (0.41%) SAN
16 39 (0.40%) BGP
17 38 (0.39%) HTTP
18 35 (0.36%) SD-WAN
18 35 (0.36%) SSL
19 32 (0.33%) OSPF
Database & Business Intelligence
1 610 (6.30%) Power BI
2 431 (4.45%) SQL Server
3 169 (1.75%) Relational Database
4 149 (1.54%) Data Warehouse
5 141 (1.46%) MySQL
6 135 (1.40%) Amazon RDS
7 131 (1.35%) PostgreSQL
8 113 (1.17%) Tableau
9 102 (1.05%) NoSQL
10 82 (0.85%) SQL Server Reporting Services
11 72 (0.74%) Big Data
12 71 (0.73%) Azure SQL Database
12 71 (0.73%) Data Lake
12 71 (0.73%) SQL Server Integration Services
13 68 (0.70%) Metadata
14 65 (0.67%) MongoDB
15 56 (0.58%) Power Query
16 41 (0.42%) DynamoDB
17 40 (0.41%) Electronic Patient Records
18 38 (0.39%) Oracle Reports
Development Applications
1 391 (4.04%) Git
2 327 (3.38%) JIRA
3 154 (1.59%) Jenkins
4 125 (1.29%) GitLab
5 47 (0.49%) Selenium
6 46 (0.48%) Claude Code
7 42 (0.43%) Eclipse
8 36 (0.37%) JUnit
9 34 (0.35%) Subversion
10 31 (0.32%) Cypress.io
11 30 (0.31%) Cucumber
12 27 (0.28%) Oracle Forms
13 25 (0.26%) Postman
13 25 (0.26%) TeamCity
14 22 (0.23%) Bitbucket
15 21 (0.22%) LabVIEW
15 21 (0.22%) Rational DOORS
16 16 (0.17%) SonarQube
17 15 (0.16%) Maven
17 15 (0.16%) MLflow
General
1 4,888 (50.51%) Social Skills
2 2,819 (29.13%) Analytical Skills
3 1,917 (19.81%) Finance
4 991 (10.24%) Manufacturing
5 784 (8.10%) Organisational Skills
6 560 (5.79%) Retail
7 554 (5.72%) Inclusion and Diversity
8 529 (5.47%) Law
9 403 (4.16%) Public Sector
10 399 (4.12%) Marketing
11 379 (3.92%) Legal
12 347 (3.59%) Electronics
13 307 (3.17%) Aerospace
14 304 (3.14%) Banking
15 242 (2.50%) Telecoms
16 199 (2.06%) Influencing Skills
17 191 (1.97%) Presentation Skills
18 164 (1.69%) Automotive
19 145 (1.50%) Documentation Skills
20 113 (1.17%) Advertising
Job Titles
1 1,230 (12.71%) Analyst
2 1,045 (10.80%) Senior
3 821 (8.48%) Developer
4 799 (8.26%) IT Support
5 623 (6.44%) Support Engineer
6 533 (5.51%) Lead
7 450 (4.65%) Consultant
8 426 (4.40%) Support Analyst
9 416 (4.30%) IT Engineer
10 324 (3.35%) IT Support Engineer
11 318 (3.29%) Software Engineer
12 292 (3.02%) Technical Support
13 273 (2.82%) Support Technician
14 272 (2.81%) Architect
15 254 (2.62%) IT Technician
16 239 (2.47%) Technical Engineer
17 230 (2.38%) Systems Engineer
18 224 (2.31%) Administrator
19 214 (2.21%) Technical Support Engineer
20 211 (2.18%) Business Analyst
Libraries, Frameworks & Software Standards
1 410 (4.24%) .NET
2 390 (4.03%) Terraform
3 311 (3.21%) React
4 300 (3.10%) REST
5 256 (2.65%) HTML
6 192 (1.98%) CSS
7 178 (1.84%) RESTful
8 152 (1.57%) Node.js
9 124 (1.28%) Spring
10 114 (1.18%) Web Services
11 109 (1.13%) SOAP
12 104 (1.07%) AngularJS
13 102 (1.05%) ASP.NET
14 98 (1.01%) Kafka
15 95 (0.98%) JSON
16 89 (0.92%) XML
17 85 (0.88%) Middleware
17 85 (0.88%) Vue
18 84 (0.87%) Spring Boot
19 65 (0.67%) LangChain
Miscellaneous
1 749 (7.74%) Driving Licence
2 689 (7.12%) Onboarding
3 506 (5.23%) Self-Motivation
4 446 (4.61%) Management Information System
5 349 (3.61%) Cloud Native
6 249 (2.57%) Product Ownership
7 196 (2.03%) Enterprise Software
8 187 (1.93%) Data Centre
9 170 (1.76%) Legacy Systems
10 159 (1.64%) Robotics
11 137 (1.42%) Distributed Systems
12 126 (1.30%) AI Agents
12 126 (1.30%) Security Posture
13 121 (1.25%) Cyber Threat
14 116 (1.20%) Analytical Mindset
15 110 (1.14%) Data Structures
15 110 (1.14%) NHS
16 101 (1.04%) IoT
17 99 (1.02%) Algorithms
18 89 (0.92%) Mobile App
Operating Systems
1 1,420 (14.67%) Windows
2 583 (6.02%) Windows Server
3 546 (5.64%) Linux
4 163 (1.68%) Windows 10
5 124 (1.28%) Mac OS
6 103 (1.06%) Apple iOS
7 99 (1.02%) Windows Server 2016
8 97 (1.00%) Android
9 50 (0.52%) Unix
10 48 (0.50%) Windows Server 2019
11 29 (0.30%) Ubuntu
12 28 (0.29%) VMS
13 26 (0.27%) Red Hat Enterprise Linux
14 15 (0.16%) Embedded Linux
15 9 (0.093%) Debian
15 9 (0.093%) FreeRTOS
15 9 (0.093%) Rocky
16 7 (0.072%) CentOS
16 7 (0.072%) Windows Server 2012
17 5 (0.052%) Windows 7
Processes & Methodologies
1 2,554 (26.39%) Continuous Improvement
2 1,588 (16.41%) Customer Service
3 1,488 (15.38%) Agile
4 1,246 (12.88%) AI
5 1,228 (12.69%) Stakeholder Management
6 1,104 (11.41%) Decision-Making
7 991 (10.24%) Mentoring
8 977 (10.10%) CI/CD
9 853 (8.81%) Analytics
10 811 (8.38%) Project Delivery
11 805 (8.32%) DevOps
11 805 (8.32%) Software Engineering
12 780 (8.06%) Cybersecurity
13 707 (7.31%) Project Management
14 688 (7.11%) Business Intelligence
15 674 (6.96%) Stakeholder Engagement
16 673 (6.95%) Collaborative Working
17 664 (6.86%) ITIL
18 655 (6.77%) Roadmaps
19 650 (6.72%) Computer Science
Programming Languages
1 1,400 (14.47%) SQL
2 1,216 (12.57%) Python
3 571 (5.90%) JavaScript
4 513 (5.30%) C#
5 454 (4.69%) Java
6 390 (4.03%) PowerShell
7 278 (2.87%) TypeScript
8 252 (2.60%) C++
9 175 (1.81%) Bash
10 106 (1.10%) C
11 78 (0.81%) PHP
12 76 (0.79%) Go
13 75 (0.78%) T-SQL
14 71 (0.73%) Data Analysis Expressions
15 58 (0.60%) R
16 56 (0.58%) PL/SQL
17 52 (0.54%) Ruby
18 50 (0.52%) Rust
19 47 (0.49%) Shell Script
20 46 (0.48%) MATLAB
Qualifications
1 1,699 (17.56%) Degree
2 907 (9.37%) Security Cleared
3 612 (6.32%) SC Cleared
4 340 (3.51%) Computer Science Degree
5 283 (2.92%) DBS Check
6 259 (2.68%) HNC
7 236 (2.44%) Microsoft Certification
8 220 (2.27%) HND
9 208 (2.15%) DV Cleared
10 191 (1.97%) Azure Certification
11 161 (1.66%) BPSS Clearance
12 156 (1.61%) Master's Degree
13 148 (1.53%) CISSP
14 147 (1.52%) Cisco Certification
15 97 (1.00%) PMI Certification
16 93 (0.96%) Chartered Engineer
17 90 (0.93%) NVQ Level 3
18 89 (0.92%) AWS Certification
19 88 (0.91%) ACCA
20 86 (0.89%) CISM
Quality Assurance & Compliance
1 527 (5.45%) QA
2 474 (4.90%) Data Quality
3 377 (3.90%) GDPR
4 267 (2.76%) Accessibility
5 236 (2.44%) SLA
6 225 (2.33%) ISO/IEC 27001
7 191 (1.97%) Cyber Essentials
8 150 (1.55%) NIST
9 136 (1.41%) PCI DSS
10 72 (0.74%) PMO
11 54 (0.56%) ISO 9001
12 49 (0.51%) Cyber Essentials PLUS
13 47 (0.49%) GRC
14 32 (0.33%) NCSC
15 29 (0.30%) Actionable Recommendations
16 24 (0.25%) SOC 2
17 23 (0.24%) DO-254
18 22 (0.23%) Sarbanes-Oxley
19 21 (0.22%) ISO 19650
20 20 (0.21%) Good Clinical Practice
System Software
1 935 (9.66%) Active Directory
2 376 (3.89%) Docker
3 293 (3.03%) Hyper-V
4 255 (2.64%) VMware Infrastructure
5 74 (0.76%) Firmware
6 63 (0.65%) Terminal Server
7 52 (0.54%) Virtual Desktop
7 52 (0.54%) Virtual Machines
8 33 (0.34%) vSphere
9 28 (0.29%) Embedded Firmware
10 19 (0.20%) VMware ESXi
11 17 (0.18%) Virtual Servers
12 10 (0.10%) GPFS
12 10 (0.10%) StorNext
13 9 (0.093%) KVM
14 7 (0.072%) IAG
15 6 (0.062%) VMware NSX
16 5 (0.052%) ClearTrust
16 5 (0.052%) Squid
17 4 (0.041%) XenApp
Systems Management
1 372 (3.84%) Kubernetes
2 322 (3.33%) Microsoft Intune
3 144 (1.49%) Ansible
4 100 (1.03%) Grafana
5 74 (0.76%) Single Sign-On
6 69 (0.71%) SCCM
7 57 (0.59%) Prometheus
8 50 (0.52%) BMC PATROL
9 31 (0.32%) Jamf Pro
10 26 (0.27%) FortiGate
11 21 (0.22%) Argo
12 18 (0.19%) Functional Safety
13 17 (0.18%) Nagios
14 15 (0.16%) Puppet
15 14 (0.14%) Kibana
15 14 (0.14%) Progress Chef
16 12 (0.12%) Nmap
17 10 (0.10%) Autotask
17 10 (0.10%) logstash
17 10 (0.10%) Proxmox
Vendors
1 2,887 (29.83%) Microsoft
2 381 (3.94%) VMware
3 328 (3.39%) SAP
4 297 (3.07%) Google
5 275 (2.84%) Oracle
6 188 (1.94%) ServiceNow
7 187 (1.93%) Salesforce
8 174 (1.80%) Cisco
9 140 (1.45%) Veeam
10 139 (1.44%) Databricks
11 123 (1.27%) Splunk
12 113 (1.17%) Sage
13 103 (1.06%) Workday
14 94 (0.97%) SolarWinds
15 90 (0.93%) Apple
16 82 (0.85%) Fortinet
17 71 (0.73%) Tanium
18 70 (0.72%) HubSpot
19 69 (0.71%) Siemens
20 64 (0.66%) Brocade