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

6 months to
16 Oct 2026
Same period 2025 Same period 2024
Rank 6 4 7
Rank change year-on-year -2 +3 +4
Permanent jobs citing Problem-Solving 10,058 7,882 9,899
As % of all permanent jobs in England 9.59% 18.51% 15.68%
As % of the Processes & Methodologies category 12.98% 20.84% 18.97%
Number of salaries quoted 6,643 4,502 3,926
10th Percentile £28,000 £26,250 £29,750
25th Percentile £32,849 £30,800 £38,813
Median annual salary (50th Percentile) £45,050 £45,000 £54,000
Median % change year-on-year +0.11% -16.67% -1.82%
75th Percentile £62,640 £64,417 £72,500
90th Percentile £82,500 £85,000 £86,250
UK median annual salary £46,000 £45,000 £53,000
% change year-on-year +2.22% -15.09% -3.64%

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 77,501 37,821 52,182
As % of all permanent jobs advertised in England 73.92% 88.83% 82.64%
Number of salaries quoted 54,213 21,941 27,921
10th Percentile £31,250 £28,325 £33,250
25th Percentile £41,250 £36,250 £45,000
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -1.32%
75th Percentile £80,000 £75,000 £80,000
90th Percentile £100,000 £97,500 £98,750
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 16 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 16 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 -5 2,436 £62,500 -3.85% 498
North of England -4 2,121 £45,000 +2.27% 402
South East -1 1,986 £41,500 +3.75% 477
Midlands -6 1,525 £42,500 +13.33% 301
North West -7 1,097 £46,500 -4.56% 194
South West -2 1,021 £45,000 +20.00% 276
East of England -1 888 £43,750 +34.62% 173
West Midlands -5 856 £42,500 - 168
East Midlands -7 667 £42,500 +30.77% 133
Yorkshire -6 631 £42,500 +28.79% 142
North East +5 402 £50,000 +53.85% 74
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
1 567 (5.64%) SharePoint
2 418 (4.16%) Microsoft Exchange
3 121 (1.20%) Confluence
4 64 (0.64%) IIS
5 52 (0.52%) Apache Spark
6 51 (0.51%) Apache
7 49 (0.49%) CMS
8 41 (0.41%) Apache Airflow
9 36 (0.36%) WordPress
10 18 (0.18%) Oracle Workflow
11 15 (0.15%) Jupyter
12 13 (0.13%) nginx
12 13 (0.13%) SAS
12 13 (0.13%) WebLogic
13 12 (0.12%) Oracle SOA Suite
14 11 (0.11%) WebSphere
15 9 (0.089%) CICS
15 9 (0.089%) Palantir Foundry
16 8 (0.080%) OpenEdge
17 6 (0.060%) Tomcat
Applications
1 710 (7.06%) Microsoft Office
2 669 (6.65%) Microsoft Excel
3 143 (1.42%) Microsoft PowerPoint
4 74 (0.74%) AutoCAD
5 63 (0.63%) Spreadsheet
6 61 (0.61%) MS Visio
7 55 (0.55%) Microsoft Project
8 42 (0.42%) Revit
9 37 (0.37%) Simulink
10 22 (0.22%) Navisworks
10 22 (0.22%) SOLIDWORKS
11 19 (0.19%) EPLAN
12 18 (0.18%) Chatbot
13 14 (0.14%) OrCAD
14 12 (0.12%) Autodesk Flame
14 12 (0.12%) Baselight
15 9 (0.089%) Trello
16 8 (0.080%) Adobe Creative Suite
17 7 (0.070%) Lightworks
18 6 (0.060%) Siemens NX
Business Applications
1 93 (0.92%) Dynamics CRM
2 84 (0.84%) SAP S/4HANA
3 79 (0.79%) NetSuite
4 37 (0.37%) Oracle EBS
5 35 (0.35%) Shopify
6 28 (0.28%) Dynamics AX
7 23 (0.23%) Oracle Payables
8 19 (0.19%) Workday HCM
9 17 (0.17%) Oracle Cash Management
10 16 (0.16%) Oracle Subledger Accounting
11 14 (0.14%) Oracle ERP
11 14 (0.14%) Salesforce CRM
12 13 (0.13%) Payment Gateway
13 12 (0.12%) Dynamics NAV
13 12 (0.12%) IBM Planning Analytics
13 12 (0.12%) Primavera
14 11 (0.11%) Distributed Ledger
14 11 (0.11%) SAP Business One
15 10 (0.099%) iTrent
15 10 (0.099%) JDE EnterpriseOne
Cloud Services
1 1,862 (18.51%) Azure
2 1,525 (15.16%) Microsoft 365
3 1,071 (10.65%) AWS
4 830 (8.25%) Power Platform
5 509 (5.06%) Entra ID
6 427 (4.25%) SaaS
7 359 (3.57%) GCP
8 253 (2.52%) Azure DevOps
9 231 (2.30%) GitHub
10 214 (2.13%) Power Automate
11 202 (2.01%) Dynamics 365
12 183 (1.82%) Serverless
13 175 (1.74%) PowerApps
14 172 (1.71%) Microsoft Copilot
14 172 (1.71%) OneDrive
15 116 (1.15%) Amazon S3
16 110 (1.09%) Google Workspace
17 108 (1.07%) GitHub Actions
18 89 (0.88%) AWS Lambda
19 88 (0.87%) AWS CloudFormation
Communications & Networking
1 549 (5.46%) Firewall
2 535 (5.32%) DNS
3 439 (4.36%) DHCP
4 375 (3.73%) VPN
5 326 (3.24%) TCP/IP
6 255 (2.54%) Wi-Fi
7 213 (2.12%) LAN
7 213 (2.12%) Wireless
8 206 (2.05%) WAN
9 203 (2.02%) VLAN
10 175 (1.74%) Network Security
11 102 (1.01%) VoIP
12 78 (0.78%) Internet
13 65 (0.65%) Broadband
14 44 (0.44%) BGP
15 41 (0.41%) SAN
16 39 (0.39%) HTTP
17 36 (0.36%) SSL
18 34 (0.34%) SD-WAN
19 32 (0.32%) Remote Desktop
Database & Business Intelligence
1 635 (6.31%) Power BI
2 429 (4.27%) SQL Server
3 194 (1.93%) Relational Database
4 156 (1.55%) Data Warehouse
5 148 (1.47%) MySQL
6 141 (1.40%) Amazon RDS
7 136 (1.35%) PostgreSQL
8 116 (1.15%) Tableau
9 102 (1.01%) NoSQL
10 79 (0.79%) Azure SQL Database
11 74 (0.74%) Data Lake
12 73 (0.73%) Big Data
12 73 (0.73%) SQL Server Reporting Services
13 69 (0.69%) Metadata
14 68 (0.68%) SQL Server Integration Services
15 66 (0.66%) MongoDB
16 61 (0.61%) Power Query
17 40 (0.40%) Electronic Patient Records
18 38 (0.38%) Oracle Reports
19 36 (0.36%) DynamoDB
Development Applications
1 409 (4.07%) Git
2 334 (3.32%) JIRA
3 158 (1.57%) Jenkins
4 129 (1.28%) GitLab
5 48 (0.48%) Claude Code
5 48 (0.48%) Selenium
6 42 (0.42%) Eclipse
7 36 (0.36%) JUnit
8 34 (0.34%) Cypress.io
8 34 (0.34%) Subversion
9 30 (0.30%) TeamCity
10 29 (0.29%) Cucumber
11 28 (0.28%) Rational DOORS
12 27 (0.27%) Oracle Forms
13 24 (0.24%) Postman
14 22 (0.22%) LabVIEW
15 18 (0.18%) Bitbucket
15 18 (0.18%) REST Assured
16 16 (0.16%) Burp Suite
16 16 (0.16%) Visual Studio Code
General
1 5,074 (50.45%) Social Skills
2 2,935 (29.18%) Analytical Skills
3 2,007 (19.95%) Finance
4 1,098 (10.92%) Manufacturing
5 845 (8.40%) Organisational Skills
6 598 (5.95%) Inclusion and Diversity
7 596 (5.93%) Retail
8 532 (5.29%) Law
9 412 (4.10%) Marketing
10 409 (4.07%) Public Sector
11 398 (3.96%) Electronics
12 394 (3.92%) Legal
13 335 (3.33%) Aerospace
14 304 (3.02%) Banking
15 249 (2.48%) Telecoms
16 209 (2.08%) Influencing Skills
17 204 (2.03%) Presentation Skills
18 173 (1.72%) Automotive
19 153 (1.52%) Documentation Skills
20 115 (1.14%) Advertising
Job Titles
1 1,252 (12.45%) Analyst
2 1,077 (10.71%) Senior
3 850 (8.45%) Developer
4 807 (8.02%) IT Support
5 619 (6.15%) Support Engineer
6 543 (5.40%) Lead
7 458 (4.55%) Consultant
8 435 (4.32%) Support Analyst
9 409 (4.07%) IT Engineer
10 325 (3.23%) Software Engineer
11 320 (3.18%) IT Support Engineer
12 294 (2.92%) Technical Support
13 273 (2.71%) Architect
14 268 (2.66%) Support Technician
15 255 (2.54%) IT Technician
16 237 (2.36%) Administrator
16 237 (2.36%) Technical Engineer
17 233 (2.32%) Systems Engineer
18 226 (2.25%) Data Engineer
19 217 (2.16%) Business Analyst
Libraries, Frameworks & Software Standards
1 429 (4.27%) .NET
2 395 (3.93%) Terraform
3 310 (3.08%) React
4 305 (3.03%) REST
5 258 (2.57%) HTML
6 193 (1.92%) CSS
7 181 (1.80%) RESTful
8 153 (1.52%) Node.js
9 126 (1.25%) Spring
10 114 (1.13%) Web Services
11 104 (1.03%) AngularJS
11 104 (1.03%) ASP.NET
12 101 (1.00%) Kafka
12 101 (1.00%) SOAP
13 89 (0.88%) JSON
14 88 (0.87%) Spring Boot
15 86 (0.86%) XML
16 83 (0.83%) Vue
17 82 (0.82%) Middleware
18 67 (0.67%) Playwright
Miscellaneous
1 828 (8.23%) Driving Licence
2 723 (7.19%) Onboarding
3 548 (5.45%) Self-Motivation
4 485 (4.82%) Management Information System
5 352 (3.50%) Cloud Native
6 250 (2.49%) Product Ownership
7 207 (2.06%) Enterprise Software
8 184 (1.83%) Data Centre
9 175 (1.74%) Legacy Systems
10 173 (1.72%) Robotics
11 143 (1.42%) Distributed Systems
12 130 (1.29%) AI Agents
13 128 (1.27%) Security Posture
14 125 (1.24%) Cyber Threat
15 111 (1.10%) NHS
16 109 (1.08%) Analytical Mindset
17 106 (1.05%) Data Structures
18 104 (1.03%) IoT
19 99 (0.98%) Algorithms
20 98 (0.97%) CCTV
Operating Systems
1 1,458 (14.50%) Windows
2 595 (5.92%) Windows Server
3 562 (5.59%) Linux
4 161 (1.60%) Windows 10
5 130 (1.29%) macOS
6 103 (1.02%) Apple iOS
7 101 (1.00%) Windows Server 2016
8 98 (0.97%) Android
9 51 (0.51%) Windows Server 2019
10 49 (0.49%) Unix
11 33 (0.33%) Ubuntu
12 26 (0.26%) Red Hat Enterprise Linux
12 26 (0.26%) VMS
13 15 (0.15%) Embedded Linux
14 11 (0.11%) Rocky
15 9 (0.089%) Debian
16 8 (0.080%) FreeRTOS
17 7 (0.070%) Windows Server 2012
18 6 (0.060%) CentOS
19 5 (0.050%) OpenVMS
Processes & Methodologies
1 2,698 (26.82%) Continuous Improvement
2 1,641 (16.32%) Customer Service
3 1,521 (15.12%) Agile
4 1,335 (13.27%) Stakeholder Management
5 1,315 (13.07%) AI
6 1,152 (11.45%) Decision-Making
7 1,003 (9.97%) Mentoring
8 1,000 (9.94%) CI/CD
9 874 (8.69%) Analytics
10 854 (8.49%) Project Delivery
11 818 (8.13%) DevOps
12 811 (8.06%) Software Engineering
13 792 (7.87%) Cybersecurity
14 721 (7.17%) Collaborative Working
15 720 (7.16%) Project Management
16 715 (7.11%) Business Intelligence
17 685 (6.81%) Stakeholder Engagement
18 677 (6.73%) ITIL
19 662 (6.58%) Validation
20 658 (6.54%) Roadmaps
Programming Languages
1 1,452 (14.44%) SQL
2 1,254 (12.47%) Python
3 574 (5.71%) JavaScript
4 527 (5.24%) C#
5 462 (4.59%) Java
6 400 (3.98%) PowerShell
7 282 (2.80%) TypeScript
8 262 (2.60%) C++
9 184 (1.83%) Bash
10 115 (1.14%) C
11 86 (0.86%) Go
12 82 (0.82%) PHP
13 78 (0.78%) T-SQL
14 70 (0.70%) Data Analysis Expressions
15 62 (0.62%) R
16 56 (0.56%) PL/SQL
17 55 (0.55%) Ruby
18 53 (0.53%) MATLAB
18 53 (0.53%) Rust
19 49 (0.49%) Shell Script
Qualifications
1 1,780 (17.70%) Degree
2 945 (9.40%) Security Cleared
3 642 (6.38%) SC Cleared
4 332 (3.30%) Computer Science Degree
5 302 (3.00%) DBS Check
6 290 (2.88%) HNC
7 239 (2.38%) HND
7 239 (2.38%) Microsoft Certification
8 213 (2.12%) DV Cleared
9 201 (2.00%) Azure Certification
10 169 (1.68%) Master's Degree
11 166 (1.65%) BPSS Clearance
12 150 (1.49%) Cisco Certification
13 145 (1.44%) CISSP
14 106 (1.05%) NVQ Level 3
15 99 (0.98%) Chartered Engineer
16 94 (0.93%) PMI Certification
17 92 (0.91%) ACCA
17 92 (0.91%) AWS Certification
18 87 (0.86%) CISM
Quality Assurance & Compliance
1 548 (5.45%) QA
2 497 (4.94%) Data Quality
3 372 (3.70%) GDPR
4 294 (2.92%) Accessibility
5 233 (2.32%) SLA
6 230 (2.29%) ISO/IEC 27001
7 191 (1.90%) Cyber Essentials
8 142 (1.41%) NIST
9 136 (1.35%) PCI DSS
10 80 (0.80%) PMO
11 63 (0.63%) ISO 9001
12 49 (0.49%) Cyber Essentials PLUS
13 45 (0.45%) GRC
14 35 (0.35%) Actionable Recommendations
15 33 (0.33%) NCSC
16 30 (0.30%) SOC 2
17 28 (0.28%) ISO 19650
18 24 (0.24%) DO-254
19 22 (0.22%) GMP
19 22 (0.22%) Sarbanes-Oxley
System Software
1 958 (9.52%) Active Directory
2 387 (3.85%) Docker
3 295 (2.93%) Hyper-V
4 256 (2.55%) VMware Infrastructure
5 83 (0.83%) Firmware
6 63 (0.63%) Terminal Server
7 54 (0.54%) Virtual Desktop
8 52 (0.52%) Virtual Machines
9 31 (0.31%) vSphere
10 28 (0.28%) Embedded Firmware
11 20 (0.20%) VMware ESXi
12 18 (0.18%) Virtual Servers
13 11 (0.11%) GPFS
13 11 (0.11%) StorNext
14 9 (0.089%) KVM
15 7 (0.070%) IAG
16 5 (0.050%) ClearTrust
16 5 (0.050%) Squid
16 5 (0.050%) VMware NSX
17 4 (0.040%) XenApp
Systems Management
1 386 (3.84%) Kubernetes
2 341 (3.39%) Microsoft Intune
3 142 (1.41%) Ansible
4 104 (1.03%) Grafana
5 74 (0.74%) Single Sign-On
6 73 (0.73%) SCCM
7 70 (0.70%) BMC PATROL
8 58 (0.58%) Prometheus
9 37 (0.37%) Jamf Pro
10 28 (0.28%) FortiGate
11 21 (0.21%) Argo
12 19 (0.19%) Functional Safety
13 18 (0.18%) Nagios
14 15 (0.15%) Nmap
14 15 (0.15%) Progress Chef
14 15 (0.15%) Puppet
15 12 (0.12%) Kibana
16 11 (0.11%) Failover Clustering
17 10 (0.099%) Autotask
17 10 (0.099%) Docker Swarm
Vendors
1 3,005 (29.88%) Microsoft
2 382 (3.80%) VMware
3 329 (3.27%) SAP
4 325 (3.23%) Google
5 276 (2.74%) Oracle
6 195 (1.94%) Salesforce
7 192 (1.91%) ServiceNow
8 187 (1.86%) Cisco
9 148 (1.47%) Databricks
10 141 (1.40%) Veeam
11 127 (1.26%) Splunk
12 113 (1.12%) Sage
13 109 (1.08%) Workday
14 96 (0.95%) SolarWinds
15 93 (0.92%) Apple
16 85 (0.85%) Fortinet
17 81 (0.81%) Siemens
18 72 (0.72%) Tanium
19 67 (0.67%) HubSpot
20 64 (0.64%) Nimble Storage