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

6 months to
11 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 9,785 7,932 10,030
As % of all permanent jobs in England 9.41% 18.43% 15.49%
As % of the Processes & Methodologies category 12.77% 20.72% 18.72%
Number of salaries quoted 6,493 4,520 4,037
10th Percentile £27,771 £26,250 £29,000
25th Percentile £32,750 £30,956 £38,750
Median annual salary (50th Percentile) £46,000 £45,000 £53,000
Median % change year-on-year +2.22% -15.09% -3.64%
75th Percentile £63,750 £64,500 £72,500
90th Percentile £82,500 £85,000 £86,250
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 76,626 38,274 53,567
As % of all permanent jobs advertised in England 73.70% 88.94% 82.71%
Number of salaries quoted 53,560 21,879 28,580
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,585 £36,250 £44,000
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 £75,246 £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 11 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 11 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 2,382 £62,500 -3.85% 4,991
North of England -6 2,063 £45,000 +1.12% 1,652
South East -1 1,926 £41,500 +3.75% 1,692
Midlands -6 1,476 £42,500 +13.33% 1,106
North West -2 1,069 £46,500 -4.56% 819
South West -2 998 £45,000 +20.00% 807
East of England -1 858 £44,000 +35.38% 833
West Midlands -5 828 £42,500 - 662
East Midlands -7 646 £42,500 +30.77% 444
Yorkshire -7 612 £42,500 +28.79% 578
North East +4 391 £50,000 +51.52% 271
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 (5.76%) SharePoint
2 414 (4.23%) Microsoft Exchange
3 117 (1.20%) Confluence
4 64 (0.65%) IIS
5 55 (0.56%) Apache
6 52 (0.53%) Apache Spark
7 50 (0.51%) CMS
8 42 (0.43%) Apache Airflow
9 35 (0.36%) 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 11 (0.11%) Oracle SOA Suite
13 11 (0.11%) WebSphere
14 10 (0.10%) Palantir Foundry
15 8 (0.082%) CICS
16 7 (0.072%) OpenEdge
17 6 (0.061%) Tomcat
Applications
1 690 (7.05%) Microsoft Office
2 639 (6.53%) Microsoft Excel
3 138 (1.41%) Microsoft PowerPoint
4 65 (0.66%) AutoCAD
5 64 (0.65%) Spreadsheet
6 59 (0.60%) MS Visio
7 51 (0.52%) Microsoft Project
8 36 (0.37%) Simulink
9 34 (0.35%) Revit
10 20 (0.20%) SOLIDWORKS
11 17 (0.17%) Chatbot
11 17 (0.17%) EPLAN
12 16 (0.16%) 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 (0.061%) Siemens NX
Business Applications
1 89 (0.91%) Dynamics CRM
2 82 (0.84%) SAP S/4HANA
3 79 (0.81%) NetSuite
4 37 (0.38%) Oracle EBS
5 35 (0.36%) 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%) Sage 200
Cloud Services
1 1,818 (18.58%) Azure
2 1,498 (15.31%) Microsoft 365
3 1,066 (10.89%) AWS
4 805 (8.23%) Power Platform
5 494 (5.05%) Entra ID
6 420 (4.29%) SaaS
7 352 (3.60%) GCP
8 241 (2.46%) Azure DevOps
9 225 (2.30%) GitHub
10 204 (2.08%) Power Automate
11 189 (1.93%) Dynamics 365
12 183 (1.87%) Serverless
13 169 (1.73%) OneDrive
14 168 (1.72%) PowerApps
15 166 (1.70%) Microsoft Copilot
16 118 (1.21%) Amazon S3
17 108 (1.10%) GitHub Actions
18 107 (1.09%) Google Workspace
19 89 (0.91%) AWS Lambda
20 88 (0.90%) AWS CloudFormation
Communications & Networking
1 545 (5.57%) Firewall
2 524 (5.36%) DNS
3 429 (4.38%) DHCP
4 374 (3.82%) VPN
5 313 (3.20%) TCP/IP
6 251 (2.57%) Wi-Fi
7 211 (2.16%) LAN
8 210 (2.15%) Wireless
9 207 (2.12%) WAN
10 195 (1.99%) VLAN
11 173 (1.77%) Network Security
12 104 (1.06%) VoIP
13 75 (0.77%) Internet
14 62 (0.63%) 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
1 617 (6.31%) Power BI
2 429 (4.38%) SQL Server
3 178 (1.82%) Relational Database
4 153 (1.56%) Data Warehouse
5 142 (1.45%) MySQL
6 140 (1.43%) Amazon RDS
7 131 (1.34%) PostgreSQL
8 112 (1.14%) Tableau
9 100 (1.02%) NoSQL
10 76 (0.78%) SQL Server Reporting Services
11 74 (0.76%) Azure SQL Database
12 73 (0.75%) Big Data
12 73 (0.75%) Data Lake
13 69 (0.71%) SQL Server Integration Services
14 67 (0.68%) Metadata
15 65 (0.66%) MongoDB
16 60 (0.61%) Power Query
17 40 (0.41%) Electronic Patient Records
18 37 (0.38%) DynamoDB
18 37 (0.38%) Oracle Reports
Development Applications
1 396 (4.05%) Git
2 326 (3.33%) JIRA
3 156 (1.59%) Jenkins
4 129 (1.32%) GitLab
5 48 (0.49%) Claude Code
6 45 (0.46%) Selenium
7 42 (0.43%) Eclipse
8 35 (0.36%) JUnit
9 34 (0.35%) Subversion
10 31 (0.32%) Cucumber
10 31 (0.32%) Cypress.io
11 28 (0.29%) TeamCity
12 27 (0.28%) Oracle Forms
13 23 (0.24%) Postman
13 23 (0.24%) Rational DOORS
14 22 (0.22%) LabVIEW
15 18 (0.18%) Bitbucket
16 17 (0.17%) SonarQube
17 16 (0.16%) MLflow
18 15 (0.15%) REST Assured
General
1 4,919 (50.27%) Social Skills
2 2,855 (29.18%) Analytical Skills
3 1,937 (19.80%) Finance
4 1,021 (10.43%) Manufacturing
5 810 (8.28%) Organisational Skills
6 586 (5.99%) Retail
7 570 (5.83%) Inclusion and Diversity
8 526 (5.38%) Law
9 399 (4.08%) Marketing
10 398 (4.07%) Public Sector
11 378 (3.86%) Legal
12 369 (3.77%) Electronics
13 318 (3.25%) Aerospace
14 298 (3.05%) Banking
15 243 (2.48%) Telecoms
16 201 (2.05%) Influencing Skills
17 199 (2.03%) Presentation Skills
18 167 (1.71%) Automotive
19 151 (1.54%) Documentation Skills
20 115 (1.18%) Advertising
Job Titles
1 1,241 (12.68%) Analyst
2 1,038 (10.61%) Senior
3 831 (8.49%) Developer
4 799 (8.17%) IT Support
5 618 (6.32%) Support Engineer
6 530 (5.42%) Lead
7 448 (4.58%) Consultant
8 435 (4.45%) Support Analyst
9 409 (4.18%) IT Engineer
10 320 (3.27%) IT Support Engineer
11 319 (3.26%) Software Engineer
12 295 (3.01%) Technical Support
13 272 (2.78%) Architect
14 267 (2.73%) Support Technician
15 254 (2.60%) IT Technician
16 241 (2.46%) Technical Engineer
17 227 (2.32%) Systems Engineer
18 226 (2.31%) Administrator
19 222 (2.27%) Data Engineer
20 214 (2.19%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 417 (4.26%) .NET
2 396 (4.05%) Terraform
3 307 (3.14%) React
4 293 (2.99%) REST
5 253 (2.59%) HTML
6 190 (1.94%) CSS
7 177 (1.81%) RESTful
8 151 (1.54%) Node.js
9 125 (1.28%) Spring
10 112 (1.14%) Web Services
11 103 (1.05%) AngularJS
12 102 (1.04%) SOAP
13 101 (1.03%) ASP.NET
14 100 (1.02%) Kafka
15 88 (0.90%) JSON
16 86 (0.88%) Spring Boot
16 86 (0.88%) Vue
17 85 (0.87%) XML
18 84 (0.86%) Middleware
19 63 (0.64%) Playwright
Miscellaneous
1 794 (8.11%) Driving Licence
2 710 (7.26%) Onboarding
3 523 (5.34%) Self-Motivation
4 462 (4.72%) Management Information System
5 349 (3.57%) Cloud Native
6 243 (2.48%) Product Ownership
7 203 (2.07%) Enterprise Software
8 185 (1.89%) Data Centre
9 174 (1.78%) Legacy Systems
10 166 (1.70%) Robotics
11 137 (1.40%) Distributed Systems
12 130 (1.33%) AI Agents
13 127 (1.30%) Security Posture
14 124 (1.27%) Cyber Threat
15 112 (1.14%) Analytical Mindset
15 112 (1.14%) NHS
16 107 (1.09%) Data Structures
17 101 (1.03%) IoT
18 96 (0.98%) Algorithms
19 91 (0.93%) CCTV
Operating Systems
1 1,430 (14.61%) Windows
2 587 (6.00%) Windows Server
3 550 (5.62%) Linux
4 163 (1.67%) Windows 10
5 126 (1.29%) macOS
6 103 (1.05%) Apple iOS
7 100 (1.02%) Windows Server 2016
8 97 (0.99%) Android
9 50 (0.51%) Windows Server 2019
10 47 (0.48%) Unix
11 31 (0.32%) Ubuntu
12 27 (0.28%) VMS
13 26 (0.27%) Red Hat Enterprise Linux
14 15 (0.15%) Embedded Linux
15 10 (0.10%) Rocky
16 8 (0.082%) Debian
16 8 (0.082%) FreeRTOS
17 7 (0.072%) Windows Server 2012
18 6 (0.061%) CentOS
19 5 (0.051%) Windows 7
Processes & Methodologies
1 2,595 (26.52%) Continuous Improvement
2 1,593 (16.28%) Customer Service
3 1,493 (15.26%) Agile
4 1,280 (13.08%) AI
5 1,266 (12.94%) Stakeholder Management
6 1,119 (11.44%) Decision-Making
7 985 (10.07%) Mentoring
8 977 (9.98%) CI/CD
9 844 (8.63%) Analytics
10 828 (8.46%) Project Delivery
11 804 (8.22%) Software Engineering
12 800 (8.18%) DevOps
13 783 (8.00%) Cybersecurity
14 705 (7.20%) Project Management
15 696 (7.11%) Business Intelligence
16 692 (7.07%) Collaborative Working
17 673 (6.88%) Stakeholder Engagement
18 671 (6.86%) ITIL
19 644 (6.58%) Roadmaps
20 641 (6.55%) Computer Science
Programming Languages
1 1,419 (14.50%) SQL
2 1,233 (12.60%) Python
3 566 (5.78%) JavaScript
4 515 (5.26%) C#
5 455 (4.65%) Java
6 398 (4.07%) PowerShell
7 279 (2.85%) TypeScript
8 260 (2.66%) C++
9 183 (1.87%) Bash
10 111 (1.13%) C
11 83 (0.85%) Go
12 80 (0.82%) PHP
13 76 (0.78%) T-SQL
14 71 (0.73%) Data Analysis Expressions
15 58 (0.59%) R
16 56 (0.57%) PL/SQL
17 54 (0.55%) Rust
18 53 (0.54%) Ruby
19 51 (0.52%) MATLAB
20 48 (0.49%) Perl
Qualifications
1 1,731 (17.69%) Degree
2 933 (9.54%) Security Cleared
3 627 (6.41%) SC Cleared
4 331 (3.38%) Computer Science Degree
5 290 (2.96%) DBS Check
6 270 (2.76%) HNC
7 235 (2.40%) Microsoft Certification
8 225 (2.30%) HND
9 214 (2.19%) DV Cleared
10 193 (1.97%) Azure Certification
11 167 (1.71%) Master's Degree
12 163 (1.67%) BPSS Clearance
13 147 (1.50%) Cisco Certification
14 145 (1.48%) CISSP
15 97 (0.99%) NVQ Level 3
16 96 (0.98%) Chartered Engineer
17 92 (0.94%) PMI Certification
18 91 (0.93%) AWS Certification
19 87 (0.89%) ACCA
20 86 (0.88%) CISM
Quality Assurance & Compliance
1 525 (5.37%) QA
2 484 (4.95%) Data Quality
3 370 (3.78%) GDPR
4 277 (2.83%) Accessibility
5 235 (2.40%) SLA
6 225 (2.30%) ISO/IEC 27001
7 190 (1.94%) Cyber Essentials
8 142 (1.45%) NIST
9 135 (1.38%) PCI DSS
10 78 (0.80%) PMO
11 57 (0.58%) ISO 9001
12 49 (0.50%) Cyber Essentials PLUS
13 45 (0.46%) GRC
14 33 (0.34%) NCSC
15 32 (0.33%) Actionable Recommendations
16 28 (0.29%) SOC 2
17 23 (0.24%) DO-254
17 23 (0.24%) ISO 19650
18 22 (0.22%) GMP
18 22 (0.22%) Sarbanes-Oxley
System Software
1 941 (9.62%) Active Directory
2 378 (3.86%) Docker
3 294 (3.00%) Hyper-V
4 255 (2.61%) VMware Infrastructure
5 76 (0.78%) Firmware
6 63 (0.64%) Terminal Server
7 55 (0.56%) Virtual Desktop
8 51 (0.52%) Virtual Machines
9 32 (0.33%) vSphere
10 28 (0.29%) Embedded Firmware
11 20 (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
1 378 (3.86%) Kubernetes
2 329 (3.36%) Microsoft Intune
3 143 (1.46%) Ansible
4 103 (1.05%) Grafana
5 74 (0.76%) Single Sign-On
6 72 (0.74%) SCCM
7 70 (0.72%) BMC PATROL
8 57 (0.58%) Prometheus
9 34 (0.35%) Jamf Pro
10 27 (0.28%) FortiGate
11 21 (0.21%) Argo
12 19 (0.19%) 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%) Proxmox
Vendors
1 2,907 (29.71%) Microsoft
2 382 (3.90%) VMware
3 321 (3.28%) SAP
4 312 (3.19%) Google
5 269 (2.75%) Oracle
6 191 (1.95%) Salesforce
7 188 (1.92%) ServiceNow
8 181 (1.85%) Cisco
9 144 (1.47%) Databricks
10 141 (1.44%) Veeam
11 127 (1.30%) Splunk
12 113 (1.15%) Sage
13 103 (1.05%) Workday
14 97 (0.99%) SolarWinds
15 91 (0.93%) Apple
16 83 (0.85%) Fortinet
17 76 (0.78%) Siemens
18 72 (0.74%) Tanium
19 67 (0.68%) HubSpot
20 64 (0.65%) Nimble Storage