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

6 months to
15 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 10,011 7,884 9,955
As % of all permanent jobs in England 9.58% 18.40% 15.66%
As % of the Processes & Methodologies category 12.96% 20.69% 18.96%
Number of salaries quoted 6,614 4,500 3,970
10th Percentile £28,000 £26,250 £29,000
25th Percentile £32,750 £30,956 £38,750
Median annual salary (50th Percentile) £46,000 £45,000 £53,500
Median % change year-on-year +2.22% -15.89% -2.73%
75th Percentile £63,750 £65,000 £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 77,267 38,105 52,509
As % of all permanent jobs advertised in England 73.91% 88.91% 82.61%
Number of salaries quoted 54,131 21,889 28,165
10th Percentile £31,250 £28,500 £33,000
25th Percentile £41,500 £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 £75,250 £80,000
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 15 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 15 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 2,428 £62,500 -3.85% 3,442
North of England -5 2,109 £45,000 - 1,000
South East -1 1,972 £41,500 +3.75% 1,032
Midlands -6 1,511 £42,500 +13.33% 613
North West -3 1,092 £46,587 -4.38% 507
South West -2 1,021 £45,000 +20.00% 501
East of England -1 885 £43,500 +33.85% 443
West Midlands -5 848 £42,500 - 372
East Midlands -7 661 £42,250 +30.00% 241
Yorkshire -6 630 £42,500 +28.79% 329
North East +5 396 £50,000 +53.85% 172
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 (5.66%) SharePoint
2 419 (4.19%) Microsoft Exchange
3 118 (1.18%) Confluence
4 64 (0.64%) IIS
5 55 (0.55%) Apache
6 52 (0.52%) Apache Spark
7 50 (0.50%) CMS
8 42 (0.42%) Apache Airflow
9 37 (0.37%) WordPress
10 18 (0.18%) Oracle Workflow
11 14 (0.14%) 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 10 (0.100%) Palantir Foundry
16 8 (0.080%) CICS
17 7 (0.070%) OpenEdge
18 6 (0.060%) Tomcat
Applications
1 711 (7.10%) Microsoft Office
2 657 (6.56%) Microsoft Excel
3 142 (1.42%) Microsoft PowerPoint
4 72 (0.72%) AutoCAD
5 62 (0.62%) Spreadsheet
6 60 (0.60%) MS Visio
7 55 (0.55%) Microsoft Project
8 40 (0.40%) Revit
9 37 (0.37%) Simulink
10 22 (0.22%) Navisworks
11 21 (0.21%) SOLIDWORKS
12 19 (0.19%) EPLAN
13 18 (0.18%) Chatbot
14 13 (0.13%) OrCAD
15 11 (0.11%) Autodesk Flame
15 11 (0.11%) Baselight
16 9 (0.090%) Adobe Creative Suite
16 9 (0.090%) Trello
17 7 (0.070%) Lightworks
18 6 (0.060%) Siemens NX
Business Applications
1 93 (0.93%) Dynamics CRM
2 83 (0.83%) SAP S/4HANA
3 81 (0.81%) NetSuite
4 38 (0.38%) Oracle EBS
5 35 (0.35%) Shopify
6 27 (0.27%) 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 15 (0.15%) Salesforce CRM
12 14 (0.14%) Oracle ERP
13 13 (0.13%) Payment Gateway
14 12 (0.12%) Dynamics NAV
14 12 (0.12%) IBM Planning Analytics
14 12 (0.12%) Primavera
15 11 (0.11%) Distributed Ledger
15 11 (0.11%) Oracle Applications
16 10 (0.100%) iTrent
16 10 (0.100%) Sage 200
Cloud Services
1 1,858 (18.56%) Azure
2 1,525 (15.23%) Microsoft 365
3 1,078 (10.77%) AWS
4 826 (8.25%) Power Platform
5 508 (5.07%) Entra ID
6 427 (4.27%) SaaS
7 360 (3.60%) GCP
8 253 (2.53%) Azure DevOps
9 226 (2.26%) GitHub
10 211 (2.11%) Power Automate
11 201 (2.01%) Dynamics 365
12 184 (1.84%) Serverless
13 174 (1.74%) PowerApps
14 172 (1.72%) Microsoft Copilot
14 172 (1.72%) OneDrive
15 118 (1.18%) Amazon S3
16 110 (1.10%) Google Workspace
17 107 (1.07%) GitHub Actions
18 90 (0.90%) AWS Lambda
19 88 (0.88%) AWS CloudFormation
Communications & Networking
1 549 (5.48%) Firewall
2 534 (5.33%) DNS
3 437 (4.37%) DHCP
4 375 (3.75%) VPN
5 323 (3.23%) TCP/IP
6 257 (2.57%) Wi-Fi
7 214 (2.14%) Wireless
8 213 (2.13%) LAN
9 207 (2.07%) WAN
10 200 (2.00%) VLAN
11 174 (1.74%) Network Security
12 101 (1.01%) VoIP
13 78 (0.78%) Internet
14 65 (0.65%) Broadband
15 44 (0.44%) BGP
16 41 (0.41%) SAN
17 40 (0.40%) HTTP
18 36 (0.36%) SSL
19 34 (0.34%) SD-WAN
20 32 (0.32%) Remote Desktop
Database & Business Intelligence
1 631 (6.30%) Power BI
2 430 (4.30%) SQL Server
3 189 (1.89%) Relational Database
4 158 (1.58%) Data Warehouse
5 147 (1.47%) MySQL
6 142 (1.42%) Amazon RDS
7 135 (1.35%) PostgreSQL
8 114 (1.14%) Tableau
9 102 (1.02%) NoSQL
10 76 (0.76%) Azure SQL Database
11 75 (0.75%) Data Lake
11 75 (0.75%) SQL Server Reporting Services
12 73 (0.73%) Big Data
13 71 (0.71%) SQL Server Integration Services
14 69 (0.69%) Metadata
15 66 (0.66%) MongoDB
16 60 (0.60%) Power Query
17 40 (0.40%) Electronic Patient Records
18 38 (0.38%) Oracle Reports
19 37 (0.37%) DynamoDB
Development Applications
1 410 (4.10%) Git
2 330 (3.30%) JIRA
3 158 (1.58%) Jenkins
4 130 (1.30%) 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 31 (0.31%) Cucumber
10 30 (0.30%) TeamCity
11 27 (0.27%) Oracle Forms
11 27 (0.27%) Rational DOORS
12 24 (0.24%) Postman
13 22 (0.22%) LabVIEW
14 18 (0.18%) Bitbucket
14 18 (0.18%) REST Assured
15 17 (0.17%) SonarQube
16 16 (0.16%) Burp Suite
General
1 5,035 (50.29%) Social Skills
2 2,920 (29.17%) Analytical Skills
3 1,993 (19.91%) Finance
4 1,068 (10.67%) Manufacturing
5 832 (8.31%) Organisational Skills
6 595 (5.94%) Inclusion and Diversity
7 592 (5.91%) Retail
8 532 (5.31%) Law
9 410 (4.10%) Marketing
10 409 (4.09%) Public Sector
11 388 (3.88%) Electronics
12 385 (3.85%) Legal
13 335 (3.35%) Aerospace
14 305 (3.05%) Banking
15 248 (2.48%) Telecoms
16 207 (2.07%) Influencing Skills
17 202 (2.02%) Presentation Skills
18 173 (1.73%) Automotive
19 153 (1.53%) Documentation Skills
20 116 (1.16%) Advertising
Job Titles
1 1,247 (12.46%) Analyst
2 1,068 (10.67%) Senior
3 846 (8.45%) Developer
4 809 (8.08%) IT Support
5 622 (6.21%) Support Engineer
6 540 (5.39%) Lead
7 455 (4.55%) Consultant
8 436 (4.36%) Support Analyst
9 414 (4.14%) IT Engineer
10 328 (3.28%) Software Engineer
11 323 (3.23%) IT Support Engineer
12 294 (2.94%) Technical Support
13 276 (2.76%) Architect
14 271 (2.71%) Support Technician
15 256 (2.56%) IT Technician
16 239 (2.39%) Technical Engineer
17 235 (2.35%) Administrator
18 234 (2.34%) Systems Engineer
19 228 (2.28%) Data Engineer
20 214 (2.14%) Business Analyst
Libraries, Frameworks & Software Standards
1 421 (4.21%) .NET
2 400 (4.00%) Terraform
3 311 (3.11%) React
4 303 (3.03%) REST
5 259 (2.59%) HTML
6 194 (1.94%) CSS
7 178 (1.78%) RESTful
8 154 (1.54%) Node.js
9 125 (1.25%) Spring
10 115 (1.15%) Web Services
11 104 (1.04%) AngularJS
12 103 (1.03%) ASP.NET
13 102 (1.02%) SOAP
14 101 (1.01%) Kafka
15 90 (0.90%) JSON
16 87 (0.87%) Spring Boot
16 87 (0.87%) XML
17 85 (0.85%) Vue
18 84 (0.84%) Middleware
19 67 (0.67%) Playwright
Miscellaneous
1 820 (8.19%) Driving Licence
2 723 (7.22%) Onboarding
3 544 (5.43%) Self-Motivation
4 478 (4.77%) Management Information System
5 353 (3.53%) Cloud Native
6 251 (2.51%) Product Ownership
7 203 (2.03%) Enterprise Software
8 184 (1.84%) Data Centre
9 176 (1.76%) Legacy Systems
10 169 (1.69%) Robotics
11 142 (1.42%) Distributed Systems
12 131 (1.31%) AI Agents
13 129 (1.29%) Security Posture
14 125 (1.25%) Cyber Threat
15 112 (1.12%) NHS
16 111 (1.11%) Analytical Mindset
17 106 (1.06%) Data Structures
18 103 (1.03%) IoT
19 98 (0.98%) Algorithms
20 94 (0.94%) CCTV
Operating Systems
1 1,454 (14.52%) Windows
2 596 (5.95%) Windows Server
3 561 (5.60%) Linux
4 161 (1.61%) Windows 10
5 129 (1.29%) macOS
6 104 (1.04%) Apple iOS
7 101 (1.01%) Windows Server 2016
8 100 (1.00%) Android
9 51 (0.51%) Windows Server 2019
10 49 (0.49%) Unix
11 32 (0.32%) 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 8 (0.080%) Debian
15 8 (0.080%) FreeRTOS
16 7 (0.070%) Windows Server 2012
17 6 (0.060%) CentOS
18 5 (0.050%) Windows 7
Processes & Methodologies
1 2,674 (26.71%) Continuous Improvement
2 1,633 (16.31%) Customer Service
3 1,519 (15.17%) Agile
4 1,320 (13.19%) Stakeholder Management
5 1,308 (13.07%) AI
6 1,142 (11.41%) Decision-Making
7 1,006 (10.05%) Mentoring
8 997 (9.96%) CI/CD
9 871 (8.70%) Analytics
10 848 (8.47%) Project Delivery
11 819 (8.18%) DevOps
12 818 (8.17%) Software Engineering
13 795 (7.94%) Cybersecurity
14 716 (7.15%) Collaborative Working
15 714 (7.13%) Project Management
16 712 (7.11%) Business Intelligence
17 681 (6.80%) Stakeholder Engagement
18 678 (6.77%) ITIL
19 657 (6.56%) Validation
20 655 (6.54%) Computer Science
Programming Languages
1 1,447 (14.45%) SQL
2 1,253 (12.52%) Python
3 576 (5.75%) JavaScript
4 520 (5.19%) C#
5 464 (4.63%) Java
6 400 (4.00%) PowerShell
7 284 (2.84%) TypeScript
8 265 (2.65%) C++
9 184 (1.84%) Bash
10 115 (1.15%) C
11 87 (0.87%) Go
12 83 (0.83%) PHP
13 76 (0.76%) T-SQL
14 70 (0.70%) Data Analysis Expressions
15 62 (0.62%) R
16 57 (0.57%) PL/SQL
17 55 (0.55%) Ruby
18 54 (0.54%) Rust
19 53 (0.53%) MATLAB
20 49 (0.49%) Perl
Qualifications
1 1,771 (17.69%) Degree
2 950 (9.49%) Security Cleared
3 639 (6.38%) SC Cleared
4 332 (3.32%) Computer Science Degree
5 300 (3.00%) DBS Check
6 285 (2.85%) HNC
7 238 (2.38%) Microsoft Certification
8 235 (2.35%) HND
9 217 (2.17%) DV Cleared
10 201 (2.01%) Azure Certification
11 170 (1.70%) Master's Degree
12 166 (1.66%) BPSS Clearance
13 149 (1.49%) Cisco Certification
14 145 (1.45%) CISSP
15 103 (1.03%) NVQ Level 3
16 99 (0.99%) Chartered Engineer
17 93 (0.93%) AWS Certification
17 93 (0.93%) PMI Certification
18 91 (0.91%) ACCA
19 87 (0.87%) CISM
Quality Assurance & Compliance
1 544 (5.43%) QA
2 494 (4.93%) Data Quality
3 369 (3.69%) GDPR
4 289 (2.89%) Accessibility
5 232 (2.32%) SLA
6 230 (2.30%) ISO/IEC 27001
7 191 (1.91%) Cyber Essentials
8 144 (1.44%) NIST
9 136 (1.36%) PCI DSS
10 78 (0.78%) PMO
11 61 (0.61%) ISO 9001
12 49 (0.49%) Cyber Essentials PLUS
13 46 (0.46%) GRC
14 34 (0.34%) Actionable Recommendations
15 33 (0.33%) NCSC
16 30 (0.30%) SOC 2
17 27 (0.27%) ISO 19650
18 24 (0.24%) DO-254
19 22 (0.22%) GMP
19 22 (0.22%) Sarbanes-Oxley
System Software
1 958 (9.57%) Active Directory
2 387 (3.87%) Docker
3 294 (2.94%) Hyper-V
4 256 (2.56%) VMware Infrastructure
5 79 (0.79%) 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 10 (0.100%) GPFS
13 10 (0.100%) StorNext
14 9 (0.090%) 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
1 387 (3.87%) Kubernetes
2 340 (3.40%) Microsoft Intune
3 144 (1.44%) Ansible
4 106 (1.06%) Grafana
5 75 (0.75%) 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 14 (0.14%) Kibana
16 11 (0.11%) Autotask
16 11 (0.11%) Failover Clustering
16 11 (0.11%) logstash
Vendors
1 2,989 (29.86%) Microsoft
2 382 (3.82%) VMware
3 326 (3.26%) Google
4 325 (3.25%) SAP
5 278 (2.78%) Oracle
6 196 (1.96%) Salesforce
7 193 (1.93%) ServiceNow
8 185 (1.85%) Cisco
9 147 (1.47%) Databricks
10 141 (1.41%) Veeam
11 128 (1.28%) Splunk
12 113 (1.13%) Sage
13 109 (1.09%) Workday
14 96 (0.96%) SolarWinds
15 93 (0.93%) Apple
16 84 (0.84%) Fortinet
17 79 (0.79%) Siemens
18 72 (0.72%) Tanium
19 68 (0.68%) HubSpot
20 64 (0.64%) Nimble Storage