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 30 July 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 9 4 7
Rank change year-on-year -5 +3 +6
Permanent jobs citing Problem-Solving 7,656 8,307 10,968
As % of all permanent jobs in England 8.43% 19.13% 14.44%
As % of the Processes & Methodologies category 11.42% 21.31% 17.71%
Number of salaries quoted 5,443 4,749 6,133
10th Percentile £27,705 £26,250 £26,250
25th Percentile £32,754 £32,000 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £50,000
Median % change year-on-year - -5.00% -9.09%
75th Percentile £67,500 £67,500 £68,750
90th Percentile £85,250 £88,150 £85,000
UK median annual salary £47,241 £47,500 £50,000
% change year-on-year -0.55% -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 67,066 38,984 61,933
As % of all permanent jobs advertised in England 73.85% 89.76% 81.55%
Number of salaries quoted 47,315 22,502 42,192
10th Percentile £31,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £56,185 £55,000
Median % change year-on-year +6.79% +2.16% -11.29%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £100,000 £100,000 £95,000
UK median annual salary £60,000 £55,000 £55,000
% 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 30 July 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 30 July 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 2,115 £67,500 +3.85% 1,452
North of England -10 1,547 £45,000 +5.88% 731
South East -3 1,466 £45,000 +5.88% 872
Midlands -8 1,113 £42,000 +5.00% 503
North West -6 811 £45,000 -2.17% 356
South West -6 748 £44,000 +17.33% 372
West Midlands -9 622 £42,500 -5.56% 292
East of England -6 587 £42,500 +21.43% 298
Yorkshire -10 527 £42,500 +21.43% 263
East Midlands -10 487 £37,500 +5.63% 211
North East -15 209 £50,000 +33.33% 123
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
1 427 (5.58%) SharePoint
2 417 (5.45%) Microsoft Exchange
3 89 (1.16%) Confluence
4 62 (0.81%) CMS
5 51 (0.67%) Apache
6 42 (0.55%) IIS
7 41 (0.54%) Apache Airflow
8 39 (0.51%) Apache Spark
9 33 (0.43%) WordPress
10 19 (0.25%) SAS
11 13 (0.17%) Palantir Foundry
12 11 (0.14%) WebLogic
12 11 (0.14%) WebSphere
13 10 (0.13%) Exchange Server 2013
13 10 (0.13%) nginx
14 9 (0.12%) Oracle SOA Suite
15 8 (0.10%) Exchange Server 2007
15 8 (0.10%) Exchange Server 2010
16 7 (0.091%) Jupyter
16 7 (0.091%) OpenEdge
Applications
1 492 (6.43%) Microsoft Office
2 467 (6.10%) Microsoft Excel
3 84 (1.10%) Microsoft PowerPoint
4 46 (0.60%) MS Visio
5 44 (0.57%) Spreadsheet
6 34 (0.44%) Microsoft Project
7 18 (0.24%) AutoCAD
8 16 (0.21%) Chatbot
9 10 (0.13%) Simulink
10 9 (0.12%) SOLIDWORKS
10 9 (0.12%) Trello
11 8 (0.10%) Adobe Creative Suite
11 8 (0.10%) Adobe Illustrator
12 5 (0.065%) Fusion 360
12 5 (0.065%) Lightworks
12 5 (0.065%) Photoshop
13 4 (0.052%) Revit
14 3 (0.039%) Blender
14 3 (0.039%) LaTeX
14 3 (0.039%) Windchill
Business Applications
1 83 (1.08%) SAP S/4HANA
2 70 (0.91%) Dynamics CRM
3 50 (0.65%) NetSuite
4 19 (0.25%) Oracle EBS
4 19 (0.25%) Shopify
5 18 (0.24%) Magento
6 14 (0.18%) Elite 3E
6 14 (0.18%) IBM Planning Analytics
6 14 (0.18%) SAP ERP
7 13 (0.17%) SAP Business One
8 11 (0.14%) Dynamics AX
8 11 (0.14%) Salesforce CRM
9 10 (0.13%) JDE EnterpriseOne
10 9 (0.12%) iTrent
10 9 (0.12%) Oracle Applications
10 9 (0.12%) Sage 50
11 8 (0.10%) Maximo
11 8 (0.10%) Sage X3
12 7 (0.091%) Raiser’s Edge
12 7 (0.091%) SAP CO
Cloud Services
1 1,628 (21.26%) Azure
2 1,246 (16.27%) Microsoft 365
3 968 (12.64%) AWS
4 641 (8.37%) Power Platform
5 364 (4.75%) Entra ID
6 352 (4.60%) SaaS
7 337 (4.40%) GCP
8 186 (2.43%) Serverless
9 176 (2.30%) Azure DevOps
9 176 (2.30%) GitHub
10 165 (2.16%) Dynamics 365
11 156 (2.04%) Power Automate
12 140 (1.83%) PowerApps
13 106 (1.38%) OneDrive
14 98 (1.28%) Amazon S3
15 96 (1.25%) Microsoft Copilot
16 88 (1.15%) GitHub Actions
17 87 (1.14%) AWS Lambda
18 79 (1.03%) AWS CloudFormation
19 72 (0.94%) Azure Data Factory
Communications & Networking
1 489 (6.39%) Firewall
2 445 (5.81%) DNS
3 377 (4.92%) DHCP
4 300 (3.92%) VPN
5 267 (3.49%) TCP/IP
6 227 (2.96%) WAN
7 215 (2.81%) LAN
8 201 (2.63%) Wi-Fi
9 165 (2.16%) Wireless
10 148 (1.93%) Broadband
11 146 (1.91%) VLAN
12 132 (1.72%) Network Security
13 103 (1.35%) VoIP
14 48 (0.63%) SD-WAN
15 45 (0.59%) HTTP
15 45 (0.59%) Internet
16 40 (0.52%) OSPF
16 40 (0.52%) SAN
17 39 (0.51%) BGP
18 32 (0.42%) WLAN
Database & Business Intelligence
1 499 (6.52%) Power BI
2 372 (4.86%) SQL Server
3 146 (1.91%) Data Warehouse
4 144 (1.88%) Amazon RDS
5 124 (1.62%) MySQL
6 117 (1.53%) Tableau
7 114 (1.49%) Relational Database
8 112 (1.46%) PostgreSQL
9 107 (1.40%) NoSQL
10 98 (1.28%) SQL Server Reporting Services
11 87 (1.14%) SQL Server Integration Services
12 62 (0.81%) MongoDB
13 57 (0.74%) Big Data
13 57 (0.74%) Power Query
14 52 (0.68%) Data Lake
15 49 (0.64%) Azure SQL Database
16 40 (0.52%) DynamoDB
17 37 (0.48%) Metadata
18 34 (0.44%) Amazon Redshift
19 28 (0.37%) Elasticsearch
Development Applications
1 331 (4.32%) Git
2 262 (3.42%) JIRA
3 122 (1.59%) Jenkins
4 113 (1.48%) GitLab
5 35 (0.46%) Selenium
6 28 (0.37%) Cucumber
6 28 (0.37%) Eclipse
7 27 (0.35%) Rational DOORS
7 27 (0.35%) Subversion
8 26 (0.34%) JUnit
9 25 (0.33%) Claude Code
10 24 (0.31%) Cypress.io
10 24 (0.31%) Postman
11 20 (0.26%) Visual Studio
12 17 (0.22%) Bitbucket
13 16 (0.21%) Chocolatey
13 16 (0.21%) SonarQube
14 15 (0.20%) Oracle Forms
15 13 (0.17%) Maven
15 13 (0.17%) MLflow
General
1 3,700 (48.33%) Social Skills
2 2,271 (29.66%) Analytical Skills
3 1,500 (19.59%) Finance
4 512 (6.69%) Manufacturing
5 479 (6.26%) Organisational Skills
6 424 (5.54%) Law
7 421 (5.50%) Inclusion and Diversity
8 363 (4.74%) Retail
9 319 (4.17%) Marketing
10 298 (3.89%) Legal
11 296 (3.87%) Banking
12 292 (3.81%) Public Sector
13 182 (2.38%) Telecoms
14 162 (2.12%) Electronics
15 144 (1.88%) Influencing Skills
16 140 (1.83%) Presentation Skills
17 129 (1.68%) Aerospace
18 115 (1.50%) Documentation Skills
19 96 (1.25%) Advertising
20 89 (1.16%) Games
Job Titles
1 1,016 (13.27%) Analyst
2 891 (11.64%) Senior
3 761 (9.94%) Developer
4 715 (9.34%) IT Support
5 581 (7.59%) Support Engineer
6 459 (6.00%) Lead
7 412 (5.38%) IT Engineer
8 366 (4.78%) Consultant
9 316 (4.13%) IT Support Engineer
10 307 (4.01%) Support Analyst
11 284 (3.71%) Software Engineer
12 266 (3.47%) Systems Engineer
13 259 (3.38%) Architect
14 254 (3.32%) Support Technician
15 234 (3.06%) Technical Support
16 208 (2.72%) IT Technician
17 193 (2.52%) Data Engineer
18 192 (2.51%) Technical Engineer
19 173 (2.26%) Technical Support Engineer
20 169 (2.21%) Administrator
Libraries, Frameworks & Software Standards
1 329 (4.30%) .NET
2 295 (3.85%) React
3 240 (3.13%) REST
4 236 (3.08%) HTML
5 188 (2.46%) CSS
6 165 (2.16%) RESTful
7 150 (1.96%) Node.js
8 113 (1.48%) SOAP
9 101 (1.32%) Spring
10 95 (1.24%) JSON
11 94 (1.23%) AngularJS
12 91 (1.19%) Middleware
13 89 (1.16%) Vue
14 83 (1.08%) Kafka
15 75 (0.98%) XML
16 73 (0.95%) Web Services
17 72 (0.94%) ASP.NET
17 72 (0.94%) OAuth
18 64 (0.84%) Spring Boot
19 48 (0.63%) LangChain
Miscellaneous
1 470 (6.14%) Driving Licence
2 458 (5.98%) Onboarding
3 388 (5.07%) Self-Motivation
4 303 (3.96%) Management Information System
5 294 (3.84%) Cloud Native
6 209 (2.73%) Product Ownership
7 186 (2.43%) Legacy Systems
8 178 (2.32%) Data Centre
9 170 (2.22%) Distributed Systems
10 124 (1.62%) Analytical Mindset
11 118 (1.54%) Enterprise Software
12 108 (1.41%) Security Posture
13 99 (1.29%) Data Structures
14 91 (1.19%) Algorithms
15 83 (1.08%) Social Media
16 78 (1.02%) NHS
17 77 (1.01%) Virtual Team
18 76 (0.99%) IoT
19 74 (0.97%) Cyber Threat
19 74 (0.97%) Mobile App
Operating Systems
1 1,221 (15.95%) Windows
2 552 (7.21%) Linux
3 530 (6.92%) Windows Server
4 168 (2.19%) Windows 10
5 129 (1.68%) Windows Server 2016
6 113 (1.48%) Android
7 101 (1.32%) Mac OS
8 97 (1.27%) Apple iOS
9 48 (0.63%) Windows Server 2019
10 47 (0.61%) Unix
11 38 (0.50%) Red Hat Enterprise Linux
12 33 (0.43%) Ubuntu
13 28 (0.37%) VMS
14 25 (0.33%) CentOS
15 14 (0.18%) Mac OS X
15 14 (0.18%) Windows 7
15 14 (0.18%) Windows Server 2012
16 13 (0.17%) Debian
17 9 (0.12%) FreeRTOS
18 8 (0.10%) Embedded Linux
Processes & Methodologies
1 1,769 (23.11%) Continuous Improvement
2 1,232 (16.09%) Agile
3 1,136 (14.84%) Customer Service
4 951 (12.42%) AI
5 865 (11.30%) CI/CD
6 858 (11.21%) Decision-Making
7 824 (10.76%) Mentoring
8 763 (9.97%) Stakeholder Management
9 721 (9.42%) DevOps
10 711 (9.29%) Analytics
11 699 (9.13%) Software Engineering
12 661 (8.63%) ITIL
13 617 (8.06%) Cybersecurity
14 591 (7.72%) Roadmaps
15 578 (7.55%) Business Intelligence
16 554 (7.24%) Computer Science
17 536 (7.00%) Project Management
18 518 (6.77%) Project Delivery
19 494 (6.45%) Collaborative Working
20 491 (6.41%) Stakeholder Engagement
Programming Languages
1 1,227 (16.03%) SQL
2 1,134 (14.81%) Python
3 529 (6.91%) JavaScript
4 434 (5.67%) C#
5 395 (5.16%) Java
6 334 (4.36%) PowerShell
7 239 (3.12%) TypeScript
8 208 (2.72%) C++
9 168 (2.19%) Bash
10 93 (1.21%) PHP
11 84 (1.10%) Go
12 77 (1.01%) C
13 68 (0.89%) T-SQL
14 66 (0.86%) Data Analysis Expressions
15 49 (0.64%) Scala
16 42 (0.55%) R
17 41 (0.54%) PL/SQL
18 40 (0.52%) Perl
18 40 (0.52%) Rust
18 40 (0.52%) Shell Script
Qualifications
1 1,252 (16.35%) Degree
2 666 (8.70%) Security Cleared
3 464 (6.06%) SC Cleared
4 289 (3.77%) Computer Science Degree
5 212 (2.77%) DBS Check
6 198 (2.59%) Microsoft Certification
7 145 (1.89%) Cisco Certification
8 141 (1.84%) DV Cleared
9 134 (1.75%) Azure Certification
10 130 (1.70%) CISSP
11 110 (1.44%) Master's Degree
12 106 (1.38%) BPSS Clearance
13 90 (1.18%) PMI Certification
14 80 (1.04%) CCNA
15 79 (1.03%) PMP
16 77 (1.01%) CCNP
17 71 (0.93%) ACCA
18 70 (0.91%) HNC
19 69 (0.90%) CISM
20 66 (0.86%) CIMA
Quality Assurance & Compliance
1 427 (5.58%) QA
2 381 (4.98%) Data Quality
3 312 (4.08%) GDPR
4 224 (2.93%) Cyber Essentials
5 222 (2.90%) SLA
6 200 (2.61%) Accessibility
7 193 (2.52%) ISO/IEC 27001
8 168 (2.19%) PCI DSS
9 153 (2.00%) NIST
10 63 (0.82%) PMO
11 57 (0.74%) Cyber Essentials PLUS
12 36 (0.47%) GRC
13 35 (0.46%) ISO 9001
14 30 (0.39%) SOC 2
15 24 (0.31%) COBIT
15 24 (0.31%) GMP
16 20 (0.26%) Actionable Recommendations
17 19 (0.25%) Sarbanes-Oxley
18 18 (0.24%) Good Clinical Practice
18 18 (0.24%) WCAG
System Software
1 817 (10.67%) Active Directory
2 363 (4.74%) Docker
3 279 (3.64%) Hyper-V
4 247 (3.23%) VMware Infrastructure
5 84 (1.10%) Terminal Server
6 47 (0.61%) Virtual Desktop
7 44 (0.57%) Firmware
8 35 (0.46%) vSphere
9 33 (0.43%) Virtual Machines
10 16 (0.21%) VMware ESXi
11 14 (0.18%) Embedded Firmware
11 14 (0.18%) KVM
12 10 (0.13%) IAG
13 8 (0.10%) XenApp
14 7 (0.091%) VMware NSX
15 5 (0.065%) ClearTrust
15 5 (0.065%) Squid
15 5 (0.065%) VMware Workstation
16 4 (0.052%) Slurm Workload Manager
17 3 (0.039%) Virtual Servers
Systems Management
1 345 (4.51%) Terraform
2 315 (4.11%) Kubernetes
3 289 (3.77%) Microsoft Intune
4 149 (1.95%) Ansible
5 100 (1.31%) Grafana
6 84 (1.10%) SCCM
7 62 (0.81%) Prometheus
8 39 (0.51%) Single Sign-On
9 31 (0.40%) Nagios
10 24 (0.31%) FortiGate
11 21 (0.27%) Jamf Pro
12 18 (0.24%) Puppet
13 16 (0.21%) Argo
14 15 (0.20%) Autotask
15 13 (0.17%) Kibana
16 12 (0.16%) Proxmox
17 11 (0.14%) Docker Swarm
17 11 (0.14%) logstash
17 11 (0.14%) vCenter Server
18 10 (0.13%) ZABBIX
Vendors
1 2,223 (29.04%) Microsoft
2 368 (4.81%) VMware
3 204 (2.66%) Oracle
4 198 (2.59%) Google
4 198 (2.59%) SAP
5 168 (2.19%) Cisco
6 158 (2.06%) ServiceNow
7 147 (1.92%) Salesforce
8 143 (1.87%) Veeam
9 139 (1.82%) SolarWinds
10 135 (1.76%) Splunk
11 119 (1.55%) Databricks
12 92 (1.20%) Tanium
13 85 (1.11%) Nimble Storage
14 84 (1.10%) Brocade
15 83 (1.08%) Apple
16 64 (0.84%) Dell
16 64 (0.84%) Sage
17 56 (0.73%) Fortinet
18 54 (0.71%) Palo Alto