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

6 months to
14 Sep 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 8,820 8,230 10,344
As % of all permanent jobs in England 8.81% 19.03% 15.06%
As % of the Processes & Methodologies category 12.05% 21.44% 18.52%
Number of salaries quoted 6,049 4,609 4,601
10th Percentile £27,750 £26,250 £27,000
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £47,000 £45,000 £52,500
Median % change year-on-year +4.44% -14.29% -4.55%
75th Percentile £65,000 £65,000 £71,222
90th Percentile £85,000 £85,000 £85,000
UK median annual salary £47,000 £45,000 £52,500
% change year-on-year +4.44% -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 73,171 38,378 55,859
As % of all permanent jobs advertised in England 73.08% 88.74% 81.34%
Number of salaries quoted 52,052 22,031 32,570
10th Percentile £31,250 £28,500 £32,000
25th Percentile £42,485 £37,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -7.93%
75th Percentile £80,000 £76,250 £77,500
90th Percentile £100,000 £97,500 £95,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

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 14 September 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 14 September 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 -5 2,275 £65,000 - 6,139
North of England -8 1,811 £45,000 +7.14% 1,751
South East -4 1,718 £42,500 - 1,806
Midlands -7 1,306 £42,500 +11.84% 1,270
North West -5 938 £45,000 -5.26% 979
South West -4 905 £45,000 +26.76% 934
East of England -4 726 £42,500 +23.01% 869
West Midlands -8 722 £42,500 -2.42% 772
East Midlands -8 582 £41,000 +17.14% 497
Yorkshire -8 573 £42,500 +28.79% 554
North East 0 300 £48,000 +28.00% 241
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
1 518 (5.87%) SharePoint
2 403 (4.57%) Microsoft Exchange
3 109 (1.24%) Confluence
4 60 (0.68%) IIS
5 48 (0.54%) Apache
6 43 (0.49%) CMS
7 41 (0.46%) Apache Spark
8 36 (0.41%) Apache Airflow
9 35 (0.40%) WordPress
10 17 (0.19%) SAS
11 16 (0.18%) Oracle Workflow
12 11 (0.12%) WebLogic
12 11 (0.12%) WebSphere
13 10 (0.11%) nginx
14 9 (0.10%) Jupyter
14 9 (0.10%) Oracle SOA Suite
14 9 (0.10%) Palantir Foundry
15 7 (0.079%) Exchange Server 2013
15 7 (0.079%) OpenEdge
15 7 (0.079%) Tomcat
Applications
1 603 (6.84%) Microsoft Office
2 536 (6.08%) Microsoft Excel
3 109 (1.24%) Microsoft PowerPoint
4 55 (0.62%) Spreadsheet
5 51 (0.58%) MS Visio
6 45 (0.51%) Microsoft Project
7 44 (0.50%) AutoCAD
8 27 (0.31%) Simulink
9 25 (0.28%) Revit
10 16 (0.18%) Chatbot
11 15 (0.17%) SOLIDWORKS
12 10 (0.11%) Autodesk Flame
12 10 (0.11%) Baselight
13 9 (0.10%) EPLAN
13 9 (0.10%) Navisworks
14 8 (0.091%) Adobe Creative Suite
14 8 (0.091%) Fusion 360
14 8 (0.091%) Trello
15 6 (0.068%) Adobe Illustrator
16 5 (0.057%) Siemens NX
Business Applications
1 92 (1.04%) Dynamics CRM
2 85 (0.96%) SAP S/4HANA
3 80 (0.91%) NetSuite
4 36 (0.41%) Oracle EBS
5 33 (0.37%) Shopify
6 20 (0.23%) Oracle Payables
7 18 (0.20%) Dynamics AX
8 14 (0.16%) Magento
8 14 (0.16%) Oracle Cash Management
8 14 (0.16%) SAP Business One
9 13 (0.15%) Dynamics NAV
9 13 (0.15%) Elite 3E
9 13 (0.15%) IBM Planning Analytics
9 13 (0.15%) Oracle Subledger Accounting
9 13 (0.15%) Salesforce CRM
10 11 (0.12%) Oracle ERP
10 11 (0.12%) SAP ERP
10 11 (0.12%) Workday HCM
11 10 (0.11%) Oracle Applications
11 10 (0.11%) Sage X3
Cloud Services
1 1,738 (19.71%) Azure
2 1,387 (15.73%) Microsoft 365
3 1,038 (11.77%) AWS
4 752 (8.53%) Power Platform
5 429 (4.86%) Entra ID
6 377 (4.27%) SaaS
7 344 (3.90%) GCP
8 222 (2.52%) Azure DevOps
9 212 (2.40%) GitHub
10 195 (2.21%) Power Automate
11 192 (2.18%) Dynamics 365
12 189 (2.14%) Serverless
13 164 (1.86%) PowerApps
14 136 (1.54%) OneDrive
15 134 (1.52%) Microsoft Copilot
16 106 (1.20%) Amazon S3
17 98 (1.11%) GitHub Actions
18 90 (1.02%) AWS Lambda
19 87 (0.99%) Google Workspace
20 82 (0.93%) AWS CloudFormation
Communications & Networking
1 516 (5.85%) Firewall
2 487 (5.52%) DNS
3 412 (4.67%) DHCP
4 348 (3.95%) VPN
5 296 (3.36%) TCP/IP
6 229 (2.60%) Wi-Fi
7 200 (2.27%) WAN
8 198 (2.24%) LAN
9 192 (2.18%) Wireless
10 182 (2.06%) VLAN
11 157 (1.78%) Network Security
12 109 (1.24%) VoIP
13 83 (0.94%) Broadband
14 54 (0.61%) Internet
15 41 (0.46%) SAN
16 40 (0.45%) HTTP
17 36 (0.41%) SD-WAN
18 34 (0.39%) BGP
19 33 (0.37%) OSPF
19 33 (0.37%) SSL
Database & Business Intelligence
1 591 (6.70%) Power BI
2 423 (4.80%) SQL Server
3 151 (1.71%) Relational Database
4 147 (1.67%) Data Warehouse
5 141 (1.60%) MySQL
6 129 (1.46%) Amazon RDS
7 128 (1.45%) Tableau
8 115 (1.30%) PostgreSQL
9 102 (1.16%) NoSQL
10 93 (1.05%) SQL Server Reporting Services
11 81 (0.92%) SQL Server Integration Services
12 66 (0.75%) Big Data
13 65 (0.74%) Data Lake
14 62 (0.70%) MongoDB
15 61 (0.69%) Azure SQL Database
16 57 (0.65%) Power Query
17 54 (0.61%) Metadata
18 43 (0.49%) DynamoDB
19 40 (0.45%) Electronic Patient Records
20 34 (0.39%) Looker
Development Applications
1 377 (4.27%) Git
2 302 (3.42%) JIRA
3 140 (1.59%) Jenkins
4 101 (1.15%) GitLab
5 41 (0.46%) Eclipse
6 40 (0.45%) Selenium
7 39 (0.44%) Claude Code
8 35 (0.40%) JUnit
9 33 (0.37%) Subversion
10 31 (0.35%) Cucumber
11 23 (0.26%) Cypress.io
11 23 (0.26%) Postman
11 23 (0.26%) Rational DOORS
12 22 (0.25%) Oracle Forms
13 21 (0.24%) Bitbucket
14 20 (0.23%) SonarQube
15 16 (0.18%) TeamCity
16 15 (0.17%) Chocolatey
17 14 (0.16%) Maven
17 14 (0.16%) MLflow
General
1 4,379 (49.65%) Social Skills
2 2,639 (29.92%) Analytical Skills
3 1,735 (19.67%) Finance
4 765 (8.67%) Manufacturing
5 634 (7.19%) Organisational Skills
6 530 (6.01%) Law
7 525 (5.95%) Inclusion and Diversity
8 461 (5.23%) Retail
9 371 (4.21%) Marketing
10 348 (3.95%) Public Sector
11 342 (3.88%) Legal
12 285 (3.23%) Banking
13 268 (3.04%) Electronics
14 256 (2.90%) Aerospace
15 206 (2.34%) Telecoms
16 191 (2.17%) Influencing Skills
17 163 (1.85%) Presentation Skills
18 122 (1.38%) Automotive
19 114 (1.29%) Documentation Skills
20 106 (1.20%) Advertising
Job Titles
1 1,141 (12.94%) Analyst
2 958 (10.86%) Senior
3 797 (9.04%) Developer
4 749 (8.49%) IT Support
5 602 (6.83%) Support Engineer
6 522 (5.92%) Lead
7 415 (4.71%) Consultant
8 409 (4.64%) IT Engineer
9 391 (4.43%) Support Analyst
10 317 (3.59%) Software Engineer
11 314 (3.56%) IT Support Engineer
12 290 (3.29%) Architect
13 274 (3.11%) Technical Support
14 263 (2.98%) Support Technician
15 248 (2.81%) Systems Engineer
16 233 (2.64%) IT Technician
17 229 (2.60%) Technical Engineer
18 206 (2.34%) Technical Support Engineer
19 205 (2.32%) Administrator
20 198 (2.24%) Data Engineer
Libraries, Frameworks & Software Standards
1 384 (4.35%) .NET
2 368 (4.17%) Terraform
3 305 (3.46%) React
4 281 (3.19%) REST
5 268 (3.04%) HTML
6 202 (2.29%) CSS
7 181 (2.05%) RESTful
8 142 (1.61%) Node.js
9 119 (1.35%) Spring
10 118 (1.34%) SOAP
11 107 (1.21%) Web Services
12 106 (1.20%) JSON
13 105 (1.19%) AngularJS
14 97 (1.10%) ASP.NET
15 94 (1.07%) XML
16 93 (1.05%) Vue
17 90 (1.02%) Kafka
18 87 (0.99%) Middleware
19 77 (0.87%) Spring Boot
20 69 (0.78%) OAuth
Miscellaneous
1 618 (7.01%) Driving Licence
2 616 (6.98%) Onboarding
3 466 (5.28%) Self-Motivation
4 377 (4.27%) Management Information System
5 315 (3.57%) Cloud Native
6 258 (2.93%) Product Ownership
7 192 (2.18%) Data Centre
8 167 (1.89%) Legacy Systems
9 164 (1.86%) Enterprise Software
10 138 (1.56%) Distributed Systems
11 120 (1.36%) Robotics
12 115 (1.30%) Analytical Mindset
12 115 (1.30%) Security Posture
13 113 (1.28%) Cyber Threat
14 112 (1.27%) AI Agents
15 110 (1.25%) Data Structures
16 106 (1.20%) NHS
17 93 (1.05%) Algorithms
17 93 (1.05%) IoT
18 84 (0.95%) Virtual Team
Operating Systems
1 1,343 (15.23%) Windows
2 559 (6.34%) Linux
3 554 (6.28%) Windows Server
4 165 (1.87%) Windows 10
5 117 (1.33%) Mac OS
6 104 (1.18%) Apple iOS
7 103 (1.17%) Windows Server 2016
8 95 (1.08%) Android
9 55 (0.62%) Unix
10 49 (0.56%) Windows Server 2019
11 33 (0.37%) VMS
12 31 (0.35%) Ubuntu
13 29 (0.33%) Red Hat Enterprise Linux
14 13 (0.15%) CentOS
14 13 (0.15%) Embedded Linux
15 11 (0.12%) Debian
15 11 (0.12%) Windows Server 2012
16 9 (0.10%) FreeRTOS
16 9 (0.10%) Rocky
17 8 (0.091%) Mac OS X
Processes & Methodologies
1 2,251 (25.52%) Continuous Improvement
2 1,405 (15.93%) Customer Service
3 1,394 (15.80%) Agile
4 1,140 (12.93%) AI
5 1,033 (11.71%) Decision-Making
6 1,026 (11.63%) Stakeholder Management
7 936 (10.61%) Mentoring
8 905 (10.26%) CI/CD
9 799 (9.06%) Analytics
10 790 (8.96%) Software Engineering
11 762 (8.64%) DevOps
12 719 (8.15%) Cybersecurity
13 716 (8.12%) Project Delivery
14 670 (7.60%) ITIL
15 669 (7.59%) Roadmaps
16 665 (7.54%) Business Intelligence
17 644 (7.30%) Project Management
18 626 (7.10%) Computer Science
19 612 (6.94%) Stakeholder Engagement
20 594 (6.73%) Collaborative Working
Programming Languages
1 1,349 (15.29%) SQL
2 1,177 (13.34%) Python
3 576 (6.53%) JavaScript
4 492 (5.58%) C#
5 441 (5.00%) Java
6 383 (4.34%) PowerShell
7 260 (2.95%) TypeScript
8 241 (2.73%) C++
9 169 (1.92%) Bash
10 99 (1.12%) C
11 83 (0.94%) PHP
12 76 (0.86%) T-SQL
13 75 (0.85%) Data Analysis Expressions
14 70 (0.79%) Go
15 50 (0.57%) PL/SQL
16 47 (0.53%) R
16 47 (0.53%) Shell Script
17 46 (0.52%) Perl
17 46 (0.52%) Ruby
17 46 (0.52%) Rust
Qualifications
1 1,571 (17.81%) Degree
2 824 (9.34%) Security Cleared
3 555 (6.29%) SC Cleared
4 320 (3.63%) Computer Science Degree
5 252 (2.86%) DBS Check
6 212 (2.40%) Microsoft Certification
7 191 (2.17%) DV Cleared
8 180 (2.04%) Azure Certification
9 177 (2.01%) HNC
10 163 (1.85%) HND
11 152 (1.72%) Master's Degree
12 148 (1.68%) BPSS Clearance
13 147 (1.67%) Cisco Certification
14 145 (1.64%) CISSP
15 102 (1.16%) PMI Certification
16 84 (0.95%) CISM
17 82 (0.93%) Chartered Engineer
18 81 (0.92%) AWS Certification
19 80 (0.91%) CCNA
20 79 (0.90%) PMP
Quality Assurance & Compliance
1 503 (5.70%) QA
2 445 (5.05%) Data Quality
3 366 (4.15%) GDPR
4 266 (3.02%) Accessibility
5 230 (2.61%) SLA
6 207 (2.35%) ISO/IEC 27001
7 191 (2.17%) Cyber Essentials
8 155 (1.76%) NIST
9 130 (1.47%) PCI DSS
10 64 (0.73%) PMO
11 52 (0.59%) Cyber Essentials PLUS
12 41 (0.46%) GRC
13 38 (0.43%) ISO 9001
14 28 (0.32%) NCSC
15 24 (0.27%) Actionable Recommendations
16 23 (0.26%) Sarbanes-Oxley
16 23 (0.26%) SOC 2
17 20 (0.23%) COBIT
18 18 (0.20%) DO-254
18 18 (0.20%) Good Clinical Practice
System Software
1 893 (10.12%) Active Directory
2 356 (4.04%) Docker
3 282 (3.20%) Hyper-V
4 261 (2.96%) VMware Infrastructure
5 63 (0.71%) Terminal Server
6 61 (0.69%) Firmware
7 52 (0.59%) Virtual Desktop
8 47 (0.53%) Virtual Machines
9 37 (0.42%) vSphere
10 24 (0.27%) Embedded Firmware
11 20 (0.23%) VMware ESXi
12 10 (0.11%) KVM
12 10 (0.11%) Virtual Servers
13 9 (0.10%) GPFS
13 9 (0.10%) StorNext
14 6 (0.068%) IAG
14 6 (0.068%) VMware NSX
15 5 (0.057%) ClearTrust
15 5 (0.057%) Slurm Workload Manager
15 5 (0.057%) Squid
Systems Management
1 333 (3.78%) Kubernetes
2 297 (3.37%) Microsoft Intune
3 150 (1.70%) Ansible
4 93 (1.05%) Grafana
5 71 (0.80%) SCCM
6 69 (0.78%) Single Sign-On
7 48 (0.54%) Prometheus
8 28 (0.32%) Jamf Pro
9 24 (0.27%) FortiGate
10 23 (0.26%) BMC PATROL
11 19 (0.22%) Puppet
12 18 (0.20%) Argo
13 17 (0.19%) Nagios
14 15 (0.17%) Kibana
15 14 (0.16%) Functional Safety
16 12 (0.14%) logstash
17 11 (0.12%) Nmap
17 11 (0.12%) Progress Chef
17 11 (0.12%) Proxmox
17 11 (0.12%) vCenter Server
Vendors
1 2,605 (29.54%) Microsoft
2 385 (4.37%) VMware
3 291 (3.30%) SAP
4 261 (2.96%) Google
5 254 (2.88%) Oracle
6 181 (2.05%) ServiceNow
7 171 (1.94%) Salesforce
8 170 (1.93%) Cisco
9 134 (1.52%) Databricks
10 127 (1.44%) Veeam
11 118 (1.34%) Splunk
12 110 (1.25%) Sage
13 97 (1.10%) SolarWinds
14 84 (0.95%) Apple
15 72 (0.82%) Workday
16 71 (0.80%) Fortinet
16 71 (0.80%) Tanium
17 65 (0.74%) HubSpot
18 64 (0.73%) Nimble Storage
19 63 (0.71%) Brocade