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

6 months to
10 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 9,741 7,962 10,146
As % of all permanent jobs in England 9.38% 18.48% 15.59%
As % of the Processes & Methodologies category 12.74% 20.77% 18.84%
Number of salaries quoted 6,483 4,499 4,100
10th Percentile £27,750 £26,250 £27,598
25th Percentile £32,750 £31,250 £38,500
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 £71,375
90th Percentile £82,500 £85,000 £85,125
UK median annual salary £46,000 £45,000 £52,500
% change year-on-year +2.22% -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 76,488 38,338 53,847
As % of all permanent jobs advertised in England 73.64% 88.97% 82.73%
Number of salaries quoted 53,556 21,844 28,773
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,500 £36,250 £43,750
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 £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 10 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 10 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 2,369 £63,000 -3.08% 6,207
North of England -6 2,061 £45,000 - 1,945
South East -1 1,923 £41,500 +3.75% 1,929
Midlands -6 1,471 £42,500 +12.58% 1,287
North West -1 1,067 £46,500 -4.56% 1,020
South West -2 992 £45,000 +20.00% 982
East of England -1 843 £43,500 +33.85% 967
West Midlands -5 827 £42,500 - 793
East Midlands -7 642 £42,000 +29.23% 494
Yorkshire -7 612 £42,500 +28.79% 656
North East +4 391 £50,000 +49.25% 289
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
1 564 (5.79%) SharePoint
2 415 (4.26%) Microsoft Exchange
3 117 (1.20%) Confluence
4 64 (0.66%) IIS
5 55 (0.56%) Apache
6 51 (0.52%) Apache Spark
6 51 (0.52%) CMS
7 42 (0.43%) Apache Airflow
8 35 (0.36%) WordPress
9 18 (0.18%) Oracle Workflow
10 14 (0.14%) Jupyter
11 13 (0.13%) nginx
11 13 (0.13%) SAS
11 13 (0.13%) WebLogic
12 11 (0.11%) Oracle SOA Suite
12 11 (0.11%) WebSphere
13 9 (0.092%) Palantir Foundry
14 8 (0.082%) CICS
15 7 (0.072%) OpenEdge
16 6 (0.062%) Tomcat
Applications
1 691 (7.09%) Microsoft Office
2 631 (6.48%) Microsoft Excel
3 136 (1.40%) Microsoft PowerPoint
4 64 (0.66%) Spreadsheet
5 61 (0.63%) AutoCAD
6 58 (0.60%) MS Visio
7 51 (0.52%) Microsoft Project
8 35 (0.36%) Simulink
9 31 (0.32%) Revit
10 20 (0.21%) SOLIDWORKS
11 17 (0.17%) Chatbot
11 17 (0.17%) EPLAN
12 14 (0.14%) Navisworks
13 12 (0.12%) OrCAD
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 9 (0.092%) Adobe Creative Suite
16 8 (0.082%) Trello
17 7 (0.072%) Lightworks
18 6 (0.062%) Siemens NX
Business Applications
1 89 (0.91%) Dynamics CRM
2 82 (0.84%) SAP S/4HANA
3 78 (0.80%) NetSuite
4 37 (0.38%) Oracle EBS
5 36 (0.37%) Shopify
6 24 (0.25%) Dynamics AX
7 23 (0.24%) Oracle Payables
8 18 (0.18%) Workday HCM
9 17 (0.17%) Oracle Cash Management
10 16 (0.16%) Oracle Subledger Accounting
11 15 (0.15%) Salesforce CRM
12 13 (0.13%) Payment Gateway
13 12 (0.12%) Dynamics NAV
13 12 (0.12%) IBM Planning Analytics
14 11 (0.11%) Oracle Applications
14 11 (0.11%) Oracle ERP
14 11 (0.11%) Primavera
14 11 (0.11%) SAP Business One
15 10 (0.10%) JDE EnterpriseOne
15 10 (0.10%) SAP ERP
Cloud Services
1 1,811 (18.59%) Azure
2 1,499 (15.39%) Microsoft 365
3 1,061 (10.89%) AWS
4 799 (8.20%) Power Platform
5 493 (5.06%) Entra ID
6 416 (4.27%) SaaS
7 353 (3.62%) GCP
8 242 (2.48%) Azure DevOps
9 226 (2.32%) GitHub
10 202 (2.07%) Power Automate
11 186 (1.91%) Dynamics 365
12 183 (1.88%) Serverless
13 168 (1.72%) OneDrive
14 167 (1.71%) PowerApps
15 164 (1.68%) Microsoft Copilot
16 117 (1.20%) Amazon S3
17 109 (1.12%) GitHub Actions
18 106 (1.09%) Google Workspace
19 88 (0.90%) AWS CloudFormation
19 88 (0.90%) AWS Lambda
Communications & Networking
1 545 (5.59%) Firewall
2 524 (5.38%) DNS
3 430 (4.41%) DHCP
4 373 (3.83%) VPN
5 311 (3.19%) TCP/IP
6 252 (2.59%) Wi-Fi
7 210 (2.16%) LAN
8 209 (2.15%) Wireless
9 206 (2.11%) WAN
10 193 (1.98%) VLAN
11 174 (1.79%) Network Security
12 105 (1.08%) VoIP
13 74 (0.76%) Internet
14 62 (0.64%) Broadband
15 42 (0.43%) BGP
16 41 (0.42%) SAN
17 39 (0.40%) HTTP
18 35 (0.36%) SD-WAN
18 35 (0.36%) SSL
19 32 (0.33%) OSPF
Database & Business Intelligence
1 611 (6.27%) Power BI
2 428 (4.39%) SQL Server
3 173 (1.78%) Relational Database
4 151 (1.55%) Data Warehouse
5 142 (1.46%) MySQL
6 140 (1.44%) Amazon RDS
7 129 (1.32%) PostgreSQL
8 111 (1.14%) Tableau
9 100 (1.03%) NoSQL
10 77 (0.79%) SQL Server Reporting Services
11 73 (0.75%) Azure SQL Database
12 72 (0.74%) Big Data
13 71 (0.73%) Data Lake
14 68 (0.70%) SQL Server Integration Services
15 67 (0.69%) Metadata
16 64 (0.66%) MongoDB
17 58 (0.60%) Power Query
18 40 (0.41%) Electronic Patient Records
19 37 (0.38%) DynamoDB
19 37 (0.38%) Oracle Reports
Development Applications
1 392 (4.02%) Git
2 327 (3.36%) JIRA
3 157 (1.61%) Jenkins
4 127 (1.30%) GitLab
5 47 (0.48%) Claude Code
6 44 (0.45%) Selenium
7 42 (0.43%) Eclipse
8 35 (0.36%) JUnit
9 34 (0.35%) Subversion
10 31 (0.32%) Cucumber
11 30 (0.31%) Cypress.io
12 28 (0.29%) TeamCity
13 27 (0.28%) Oracle Forms
14 24 (0.25%) Rational DOORS
15 23 (0.24%) Postman
16 22 (0.23%) LabVIEW
17 19 (0.20%) Bitbucket
18 17 (0.17%) SonarQube
19 15 (0.15%) MLflow
19 15 (0.15%) Visual Studio
General
1 4,901 (50.31%) Social Skills
2 2,835 (29.10%) Analytical Skills
3 1,929 (19.80%) Finance
4 1,014 (10.41%) Manufacturing
5 803 (8.24%) Organisational Skills
6 583 (5.99%) Retail
7 569 (5.84%) Inclusion and Diversity
8 526 (5.40%) Law
9 401 (4.12%) Public Sector
10 400 (4.11%) Marketing
11 378 (3.88%) Legal
12 365 (3.75%) Electronics
13 318 (3.26%) Aerospace
14 298 (3.06%) Banking
15 242 (2.48%) Telecoms
16 201 (2.06%) Influencing Skills
17 198 (2.03%) Presentation Skills
18 166 (1.70%) Automotive
19 149 (1.53%) Documentation Skills
20 115 (1.18%) Advertising
Job Titles
1 1,234 (12.67%) Analyst
2 1,032 (10.59%) Senior
3 826 (8.48%) Developer
4 800 (8.21%) IT Support
5 621 (6.38%) Support Engineer
6 528 (5.42%) Lead
7 446 (4.58%) Consultant
8 432 (4.43%) Support Analyst
9 412 (4.23%) IT Engineer
10 321 (3.30%) IT Support Engineer
11 318 (3.26%) Software Engineer
12 296 (3.04%) Technical Support
13 273 (2.80%) Architect
14 270 (2.77%) Support Technician
15 255 (2.62%) IT Technician
16 242 (2.48%) Technical Engineer
17 229 (2.35%) Systems Engineer
18 226 (2.32%) Administrator
19 216 (2.22%) Data Engineer
20 215 (2.21%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 415 (4.26%) .NET
2 393 (4.03%) Terraform
3 305 (3.13%) React
4 292 (3.00%) REST
5 254 (2.61%) HTML
6 191 (1.96%) CSS
7 178 (1.83%) RESTful
8 151 (1.55%) Node.js
9 125 (1.28%) Spring
10 111 (1.14%) Web Services
11 103 (1.06%) SOAP
12 102 (1.05%) AngularJS
13 101 (1.04%) ASP.NET
14 98 (1.01%) Kafka
15 88 (0.90%) JSON
16 86 (0.88%) Spring Boot
17 85 (0.87%) Vue
17 85 (0.87%) XML
18 83 (0.85%) Middleware
19 63 (0.65%) Playwright
Miscellaneous
1 790 (8.11%) Driving Licence
2 705 (7.24%) Onboarding
3 514 (5.28%) Self-Motivation
4 458 (4.70%) Management Information System
5 350 (3.59%) Cloud Native
6 241 (2.47%) Product Ownership
7 200 (2.05%) Enterprise Software
8 184 (1.89%) Data Centre
9 174 (1.79%) Legacy Systems
10 166 (1.70%) Robotics
11 138 (1.42%) Distributed Systems
12 130 (1.33%) AI Agents
13 127 (1.30%) Security Posture
14 122 (1.25%) Cyber Threat
15 113 (1.16%) Analytical Mindset
16 112 (1.15%) NHS
17 109 (1.12%) Data Structures
18 102 (1.05%) IoT
19 96 (0.99%) Algorithms
20 90 (0.92%) CCTV
Operating Systems
1 1,433 (14.71%) Windows
2 589 (6.05%) Windows Server
3 547 (5.62%) Linux
4 164 (1.68%) Windows 10
5 127 (1.30%) Mac OS
6 104 (1.07%) Apple iOS
7 100 (1.03%) Windows Server 2016
8 97 (1.00%) Android
9 50 (0.51%) Windows Server 2019
10 48 (0.49%) Unix
11 29 (0.30%) Ubuntu
12 27 (0.28%) VMS
13 25 (0.26%) Red Hat Enterprise Linux
14 15 (0.15%) Embedded Linux
15 9 (0.092%) Rocky
16 8 (0.082%) Debian
16 8 (0.082%) FreeRTOS
17 7 (0.072%) Windows Server 2012
18 6 (0.062%) CentOS
19 5 (0.051%) Windows 7
Processes & Methodologies
1 2,579 (26.48%) Continuous Improvement
2 1,587 (16.29%) Customer Service
3 1,488 (15.28%) Agile
4 1,272 (13.06%) AI
5 1,258 (12.91%) Stakeholder Management
6 1,106 (11.35%) Decision-Making
7 984 (10.10%) Mentoring
8 973 (9.99%) CI/CD
9 843 (8.65%) Analytics
10 826 (8.48%) Project Delivery
11 801 (8.22%) Software Engineering
12 797 (8.18%) DevOps
13 780 (8.01%) Cybersecurity
14 705 (7.24%) Project Management
15 691 (7.09%) Collaborative Working
16 690 (7.08%) Business Intelligence
17 672 (6.90%) Stakeholder Engagement
18 667 (6.85%) ITIL
19 644 (6.61%) Computer Science
20 643 (6.60%) Roadmaps
Programming Languages
1 1,405 (14.42%) SQL
2 1,228 (12.61%) Python
3 564 (5.79%) JavaScript
4 513 (5.27%) C#
5 455 (4.67%) Java
6 396 (4.07%) PowerShell
7 278 (2.85%) TypeScript
8 259 (2.66%) C++
9 180 (1.85%) Bash
10 110 (1.13%) C
11 83 (0.85%) Go
12 80 (0.82%) PHP
13 75 (0.77%) T-SQL
14 71 (0.73%) Data Analysis Expressions
15 57 (0.59%) R
16 56 (0.57%) PL/SQL
17 53 (0.54%) Rust
18 52 (0.53%) Ruby
19 50 (0.51%) MATLAB
20 48 (0.49%) Perl
Qualifications
1 1,723 (17.69%) Degree
2 928 (9.53%) Security Cleared
3 623 (6.40%) SC Cleared
4 332 (3.41%) Computer Science Degree
5 290 (2.98%) DBS Check
6 268 (2.75%) HNC
7 235 (2.41%) Microsoft Certification
8 224 (2.30%) HND
9 212 (2.18%) DV Cleared
10 193 (1.98%) Azure Certification
11 166 (1.70%) Master's Degree
12 164 (1.68%) BPSS Clearance
13 147 (1.51%) Cisco Certification
13 147 (1.51%) CISSP
14 97 (1.00%) Chartered Engineer
15 96 (0.99%) NVQ Level 3
16 92 (0.94%) PMI Certification
17 91 (0.93%) AWS Certification
18 87 (0.89%) ACCA
18 87 (0.89%) CISM
Quality Assurance & Compliance
1 522 (5.36%) QA
2 476 (4.89%) Data Quality
3 370 (3.80%) GDPR
4 278 (2.85%) Accessibility
5 232 (2.38%) SLA
6 227 (2.33%) ISO/IEC 27001
7 190 (1.95%) Cyber Essentials
8 144 (1.48%) NIST
9 135 (1.39%) PCI DSS
10 78 (0.80%) PMO
11 57 (0.59%) ISO 9001
12 49 (0.50%) Cyber Essentials PLUS
13 46 (0.47%) GRC
14 33 (0.34%) NCSC
15 31 (0.32%) Actionable Recommendations
16 28 (0.29%) SOC 2
17 23 (0.24%) DO-254
18 22 (0.23%) GMP
18 22 (0.23%) ISO 19650
18 22 (0.23%) Sarbanes-Oxley
System Software
1 940 (9.65%) Active Directory
2 377 (3.87%) Docker
3 295 (3.03%) Hyper-V
4 254 (2.61%) VMware Infrastructure
5 76 (0.78%) Firmware
6 63 (0.65%) Terminal Server
7 54 (0.55%) Virtual Desktop
8 51 (0.52%) Virtual Machines
9 31 (0.32%) vSphere
10 28 (0.29%) Embedded Firmware
11 19 (0.20%) VMware ESXi
12 17 (0.17%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.092%) KVM
15 7 (0.072%) IAG
16 5 (0.051%) ClearTrust
16 5 (0.051%) Squid
16 5 (0.051%) VMware NSX
17 4 (0.041%) XenApp
Systems Management
1 375 (3.85%) Kubernetes
2 330 (3.39%) Microsoft Intune
3 142 (1.46%) Ansible
4 103 (1.06%) Grafana
5 74 (0.76%) Single Sign-On
6 73 (0.75%) SCCM
7 70 (0.72%) BMC PATROL
8 57 (0.59%) Prometheus
9 34 (0.35%) Jamf Pro
10 27 (0.28%) FortiGate
11 21 (0.22%) Argo
12 19 (0.20%) Functional Safety
13 17 (0.17%) Nagios
14 15 (0.15%) Progress Chef
14 15 (0.15%) Puppet
15 14 (0.14%) Kibana
16 13 (0.13%) Nmap
17 11 (0.11%) logstash
18 10 (0.10%) Docker Swarm
18 10 (0.10%) Failover Clustering
Vendors
1 2,898 (29.75%) Microsoft
2 380 (3.90%) VMware
3 319 (3.27%) SAP
4 310 (3.18%) Google
5 269 (2.76%) Oracle
6 190 (1.95%) Salesforce
7 187 (1.92%) ServiceNow
8 181 (1.86%) Cisco
9 143 (1.47%) Databricks
10 140 (1.44%) Veeam
11 127 (1.30%) Splunk
12 115 (1.18%) Sage
13 103 (1.06%) Workday
14 97 (1.00%) SolarWinds
15 91 (0.93%) Apple
16 84 (0.86%) Fortinet
17 76 (0.78%) Siemens
18 72 (0.74%) Tanium
19 67 (0.69%) HubSpot
20 64 (0.66%) Nimble Storage