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 8 August 2026, with comparisons to the same periods in the previous two years.

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 8 4 7
Rank change year-on-year -4 +3 +4
Permanent jobs citing Problem-Solving 8,075 8,371 10,603
As % of all permanent jobs in England 8.65% 19.21% 14.68%
As % of the Processes & Methodologies category 11.71% 21.46% 18.05%
Number of salaries quoted 5,685 4,782 5,606
10th Percentile £27,750 £26,250 £26,750
25th Percentile £32,940 £31,250 £36,250
Median annual salary (50th Percentile) £47,500 £47,010 £50,000
Median % change year-on-year +1.04% -5.98% -9.09%
75th Percentile £66,500 £67,500 £69,750
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,166 £47,500 £50,000
% change year-on-year -0.70% -5.00% -9.09%

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 68,945 39,013 58,757
As % of all permanent jobs advertised in England 73.88% 89.52% 81.34%
Number of salaries quoted 48,619 22,572 38,979
10th Percentile £31,125 £28,500 £31,250
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -12.00%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £100,000 £98,000 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.71%

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 8 August 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 8 August 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 2,217 £65,000 - 2,317
North of England -9 1,645 £45,000 +5.88% 898
South East -3 1,541 £45,000 +5.88% 1,128
Midlands -9 1,175 £42,500 +6.68% 640
North West -5 864 £45,000 -2.17% 458
South West -5 779 £45,000 +20.00% 477
West Midlands -10 647 £42,500 -5.56% 376
East of England -4 638 £42,500 +21.43% 415
Yorkshire -7 549 £42,500 +21.43% 322
East Midlands -8 525 £40,000 +14.29% 264
North East -13 232 £50,000 +33.33% 129
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
1 442 (5.47%) SharePoint
2 403 (4.99%) Microsoft Exchange
3 95 (1.18%) Confluence
4 60 (0.74%) CMS
5 51 (0.63%) Apache
6 46 (0.57%) IIS
7 40 (0.50%) Apache Airflow
8 39 (0.48%) WordPress
9 38 (0.47%) Apache Spark
10 21 (0.26%) SAS
11 13 (0.16%) Palantir Foundry
12 11 (0.14%) nginx
12 11 (0.14%) WebLogic
12 11 (0.14%) WebSphere
13 9 (0.11%) Exchange Server 2013
13 9 (0.11%) Oracle SOA Suite
14 7 (0.087%) Exchange Server 2007
14 7 (0.087%) Exchange Server 2010
14 7 (0.087%) Jupyter
14 7 (0.087%) OpenEdge
Applications
1 513 (6.35%) Microsoft Office
2 479 (5.93%) Microsoft Excel
3 84 (1.04%) Microsoft PowerPoint
4 50 (0.62%) MS Visio
4 50 (0.62%) Spreadsheet
5 41 (0.51%) Microsoft Project
6 30 (0.37%) AutoCAD
7 15 (0.19%) Chatbot
8 13 (0.16%) Simulink
9 12 (0.15%) Revit
9 12 (0.15%) SOLIDWORKS
10 9 (0.11%) Trello
11 8 (0.099%) Adobe Creative Suite
11 8 (0.099%) Adobe Illustrator
12 6 (0.074%) Fusion 360
13 5 (0.062%) Lightworks
13 5 (0.062%) Navisworks
13 5 (0.062%) Photoshop
14 4 (0.050%) EPLAN
15 3 (0.037%) LaTeX
Business Applications
1 83 (1.03%) SAP S/4HANA
2 75 (0.93%) Dynamics CRM
3 53 (0.66%) NetSuite
4 24 (0.30%) Shopify
5 21 (0.26%) Oracle EBS
6 18 (0.22%) Magento
7 15 (0.19%) Salesforce CRM
7 15 (0.19%) SAP Business One
7 15 (0.19%) SAP ERP
8 14 (0.17%) Elite 3E
8 14 (0.17%) IBM Planning Analytics
9 11 (0.14%) Dynamics AX
9 11 (0.14%) Oracle ERP
10 10 (0.12%) JDE EnterpriseOne
10 10 (0.12%) Oracle Applications
11 9 (0.11%) Sage 50
11 9 (0.11%) Sage X3
12 8 (0.099%) Dynamics NAV
12 8 (0.099%) iTrent
12 8 (0.099%) Workday HCM
Cloud Services
1 1,684 (20.85%) Azure
2 1,265 (15.67%) Microsoft 365
3 1,030 (12.76%) AWS
4 669 (8.28%) Power Platform
5 385 (4.77%) Entra ID
6 363 (4.50%) SaaS
7 362 (4.48%) GCP
8 193 (2.39%) Serverless
9 189 (2.34%) Azure DevOps
9 189 (2.34%) GitHub
10 173 (2.14%) Dynamics 365
11 167 (2.07%) Power Automate
12 145 (1.80%) PowerApps
13 111 (1.37%) OneDrive
14 108 (1.34%) Microsoft Copilot
15 102 (1.26%) Amazon S3
16 91 (1.13%) AWS Lambda
17 89 (1.10%) GitHub Actions
18 81 (1.00%) AWS CloudFormation
19 77 (0.95%) Google Workspace
Communications & Networking
1 498 (6.17%) Firewall
2 445 (5.51%) DNS
3 376 (4.66%) DHCP
4 306 (3.79%) VPN
5 275 (3.41%) TCP/IP
6 219 (2.71%) WAN
7 208 (2.58%) LAN
8 205 (2.54%) Wi-Fi
9 163 (2.02%) Wireless
10 155 (1.92%) VLAN
11 147 (1.82%) Broadband
12 142 (1.76%) Network Security
13 105 (1.30%) VoIP
14 48 (0.59%) Internet
15 45 (0.56%) SD-WAN
16 44 (0.54%) HTTP
17 42 (0.52%) SAN
18 40 (0.50%) OSPF
19 39 (0.48%) BGP
20 33 (0.41%) SSL
Database & Business Intelligence
1 522 (6.46%) Power BI
2 396 (4.90%) SQL Server
3 149 (1.85%) Data Warehouse
4 135 (1.67%) MySQL
5 133 (1.65%) Amazon RDS
6 124 (1.54%) Relational Database
7 122 (1.51%) Tableau
8 121 (1.50%) PostgreSQL
9 111 (1.37%) NoSQL
10 99 (1.23%) SQL Server Reporting Services
11 88 (1.09%) SQL Server Integration Services
12 64 (0.79%) MongoDB
13 59 (0.73%) Big Data
14 57 (0.71%) Power Query
15 55 (0.68%) Data Lake
16 53 (0.66%) Azure SQL Database
17 45 (0.56%) Metadata
18 43 (0.53%) DynamoDB
19 34 (0.42%) Amazon Redshift
20 33 (0.41%) Electronic Patient Records
Development Applications
1 364 (4.51%) Git
2 279 (3.46%) JIRA
3 125 (1.55%) Jenkins
4 115 (1.42%) GitLab
5 36 (0.45%) Selenium
6 30 (0.37%) Eclipse
7 29 (0.36%) Claude Code
8 28 (0.35%) Cucumber
8 28 (0.35%) JUnit
8 28 (0.35%) Subversion
9 27 (0.33%) Rational DOORS
10 25 (0.31%) Postman
11 24 (0.30%) Cypress.io
12 20 (0.25%) Visual Studio
13 19 (0.24%) Bitbucket
14 17 (0.21%) Chocolatey
14 17 (0.21%) Oracle Forms
14 17 (0.21%) SonarQube
15 14 (0.17%) MLflow
15 14 (0.17%) Visual Studio Code
General
1 3,894 (48.22%) Social Skills
2 2,430 (30.09%) Analytical Skills
3 1,585 (19.63%) Finance
4 594 (7.36%) Manufacturing
5 506 (6.27%) Organisational Skills
6 475 (5.88%) Inclusion and Diversity
7 467 (5.78%) Law
8 387 (4.79%) Retail
9 349 (4.32%) Marketing
10 317 (3.93%) Public Sector
11 307 (3.80%) Banking
11 307 (3.80%) Legal
12 200 (2.48%) Electronics
13 190 (2.35%) Telecoms
14 173 (2.14%) Aerospace
15 161 (1.99%) Influencing Skills
16 150 (1.86%) Presentation Skills
17 121 (1.50%) Documentation Skills
18 96 (1.19%) Advertising
19 88 (1.09%) Games
Job Titles
1 1,042 (12.90%) Analyst
2 926 (11.47%) Senior
3 795 (9.85%) Developer
4 721 (8.93%) IT Support
5 582 (7.21%) Support Engineer
6 500 (6.19%) Lead
7 406 (5.03%) IT Engineer
8 396 (4.90%) Consultant
9 321 (3.98%) Support Analyst
10 310 (3.84%) IT Support Engineer
11 302 (3.74%) Software Engineer
12 268 (3.32%) Architect
13 256 (3.17%) Support Technician
14 255 (3.16%) Systems Engineer
15 247 (3.06%) Technical Support
16 218 (2.70%) IT Technician
17 203 (2.51%) Technical Engineer
18 201 (2.49%) Data Engineer
19 181 (2.24%) Technical Support Engineer
20 174 (2.15%) Senior Developer
Libraries, Frameworks & Software Standards
1 352 (4.36%) .NET
2 310 (3.84%) React
3 255 (3.16%) REST
4 250 (3.10%) HTML
5 199 (2.46%) CSS
6 173 (2.14%) RESTful
7 151 (1.87%) Node.js
8 115 (1.42%) SOAP
9 106 (1.31%) Spring
10 102 (1.26%) AngularJS
11 94 (1.16%) JSON
11 94 (1.16%) Vue
12 91 (1.13%) Middleware
13 90 (1.11%) Kafka
14 84 (1.04%) ASP.NET
15 78 (0.97%) Web Services
16 77 (0.95%) OAuth
17 72 (0.89%) XML
18 69 (0.85%) Spring Boot
19 52 (0.64%) LangChain
Miscellaneous
1 519 (6.43%) Driving Licence
2 502 (6.22%) Onboarding
3 412 (5.10%) Self-Motivation
4 333 (4.12%) Management Information System
5 303 (3.75%) Cloud Native
6 223 (2.76%) Product Ownership
7 176 (2.18%) Legacy Systems
8 173 (2.14%) Data Centre
9 171 (2.12%) Distributed Systems
10 128 (1.59%) Enterprise Software
11 124 (1.54%) Analytical Mindset
12 113 (1.40%) Data Structures
13 109 (1.35%) Security Posture
14 99 (1.23%) Algorithms
15 95 (1.18%) NHS
16 90 (1.11%) Social Media
17 85 (1.05%) AI Agents
18 82 (1.02%) Robotics
19 81 (1.00%) Cyber Threat
19 81 (1.00%) IoT
Operating Systems
1 1,246 (15.43%) Windows
2 563 (6.97%) Linux
3 532 (6.59%) Windows Server
4 165 (2.04%) Windows 10
5 112 (1.39%) Android
5 112 (1.39%) Windows Server 2016
6 106 (1.31%) Mac OS
7 97 (1.20%) Apple iOS
8 51 (0.63%) Unix
9 46 (0.57%) Windows Server 2019
10 38 (0.47%) Red Hat Enterprise Linux
11 35 (0.43%) Ubuntu
12 28 (0.35%) VMS
13 25 (0.31%) CentOS
14 13 (0.16%) Windows Server 2012
15 12 (0.15%) Debian
15 12 (0.15%) Mac OS X
15 12 (0.15%) Windows 7
16 9 (0.11%) Embedded Linux
16 9 (0.11%) FreeRTOS
Processes & Methodologies
1 1,947 (24.11%) Continuous Improvement
2 1,320 (16.35%) Agile
3 1,195 (14.80%) Customer Service
4 1,026 (12.71%) AI
5 940 (11.64%) Decision-Making
6 905 (11.21%) CI/CD
7 870 (10.77%) Mentoring
8 834 (10.33%) Stakeholder Management
9 755 (9.35%) Analytics
10 751 (9.30%) DevOps
11 749 (9.28%) Software Engineering
12 672 (8.32%) ITIL
13 654 (8.10%) Cybersecurity
14 636 (7.88%) Roadmaps
15 600 (7.43%) Business Intelligence
16 589 (7.29%) Computer Science
17 573 (7.10%) Project Management
18 566 (7.01%) Project Delivery
19 527 (6.53%) Collaborative Working
20 521 (6.45%) Stakeholder Engagement
Programming Languages
1 1,268 (15.70%) SQL
2 1,176 (14.56%) Python
3 555 (6.87%) JavaScript
4 454 (5.62%) C#
5 414 (5.13%) Java
6 346 (4.28%) PowerShell
7 254 (3.15%) TypeScript
8 219 (2.71%) C++
9 173 (2.14%) Bash
10 97 (1.20%) PHP
11 90 (1.11%) Go
12 87 (1.08%) C
13 70 (0.87%) T-SQL
14 65 (0.80%) Data Analysis Expressions
15 51 (0.63%) Scala
16 48 (0.59%) Shell Script
17 46 (0.57%) Rust
18 43 (0.53%) Perl
18 43 (0.53%) R
19 38 (0.47%) PL/SQL
Qualifications
1 1,369 (16.95%) Degree
2 717 (8.88%) Security Cleared
3 491 (6.08%) SC Cleared
4 308 (3.81%) Computer Science Degree
5 224 (2.77%) DBS Check
6 200 (2.48%) Microsoft Certification
7 164 (2.03%) DV Cleared
8 149 (1.85%) Azure Certification
8 149 (1.85%) Cisco Certification
9 141 (1.75%) CISSP
10 128 (1.59%) BPSS Clearance
11 116 (1.44%) Master's Degree
12 102 (1.26%) HNC
13 100 (1.24%) PMI Certification
14 82 (1.02%) PMP
15 81 (1.00%) CCNA
16 77 (0.95%) CCNP
16 77 (0.95%) CISM
17 76 (0.94%) HND
18 71 (0.88%) ACCA
Quality Assurance & Compliance
1 466 (5.77%) QA
2 404 (5.00%) Data Quality
3 337 (4.17%) GDPR
4 230 (2.85%) SLA
5 219 (2.71%) Accessibility
6 210 (2.60%) Cyber Essentials
7 197 (2.44%) ISO/IEC 27001
8 163 (2.02%) NIST
9 153 (1.89%) PCI DSS
10 64 (0.79%) PMO
11 57 (0.71%) Cyber Essentials PLUS
12 40 (0.50%) GRC
13 37 (0.46%) ISO 9001
14 29 (0.36%) SOC 2
15 26 (0.32%) GMP
16 25 (0.31%) COBIT
17 22 (0.27%) Actionable Recommendations
18 20 (0.25%) Sarbanes-Oxley
18 20 (0.25%) WCAG
19 19 (0.24%) NCSC
System Software
1 820 (10.15%) Active Directory
2 382 (4.73%) Docker
3 275 (3.41%) Hyper-V
4 253 (3.13%) VMware Infrastructure
5 70 (0.87%) Terminal Server
6 53 (0.66%) Firmware
7 50 (0.62%) Virtual Desktop
8 37 (0.46%) Virtual Machines
9 34 (0.42%) vSphere
10 18 (0.22%) VMware ESXi
11 16 (0.20%) Embedded Firmware
11 16 (0.20%) KVM
12 10 (0.12%) IAG
13 7 (0.087%) XenApp
14 6 (0.074%) VMware NSX
15 5 (0.062%) ClearTrust
15 5 (0.062%) Slurm Workload Manager
15 5 (0.062%) Squid
16 4 (0.050%) Virtual Servers
16 4 (0.050%) VMware Workstation
Systems Management
1 364 (4.51%) Terraform
2 333 (4.12%) Kubernetes
3 289 (3.58%) Microsoft Intune
4 159 (1.97%) Ansible
5 102 (1.26%) Grafana
6 83 (1.03%) SCCM
7 62 (0.77%) Prometheus
8 46 (0.57%) Single Sign-On
9 29 (0.36%) Nagios
10 25 (0.31%) FortiGate
11 23 (0.28%) Jamf Pro
12 22 (0.27%) Puppet
13 16 (0.20%) Argo
14 14 (0.17%) Autotask
15 13 (0.16%) Kibana
15 13 (0.16%) Proxmox
16 11 (0.14%) Docker Swarm
16 11 (0.14%) Functional Safety
16 11 (0.14%) logstash
16 11 (0.14%) Podman
Vendors
1 2,316 (28.68%) Microsoft
2 364 (4.51%) VMware
3 225 (2.79%) Oracle
4 220 (2.72%) Google
4 220 (2.72%) SAP
5 174 (2.15%) Cisco
6 163 (2.02%) ServiceNow
7 157 (1.94%) Salesforce
8 131 (1.62%) Veeam
9 127 (1.57%) Databricks
10 124 (1.54%) Splunk
11 121 (1.50%) SolarWinds
12 86 (1.07%) Apple
13 78 (0.97%) Tanium
14 71 (0.88%) Nimble Storage
15 70 (0.87%) Brocade
16 69 (0.85%) Sage
17 60 (0.74%) Dell
17 60 (0.74%) Fortinet
18 57 (0.71%) Palo Alto