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 24 March 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Mar 2026
Same period 2025 Same period 2024
Rank 9 4 7
Rank change year-on-year -5 +3 +6
Permanent jobs citing Problem-Solving 6,354 7,027 11,577
As % of all permanent jobs in England 9.35% 18.98% 15.13%
As % of the Processes & Methodologies category 12.06% 20.30% 17.44%
Number of salaries quoted 4,401 4,309 8,170
10th Percentile £26,875 £29,000 £26,250
25th Percentile £31,250 £37,500 £33,500
Median annual salary (50th Percentile) £45,497 £55,000 £50,000
Median % change year-on-year -17.28% +10.00% -9.09%
75th Percentile £67,500 £75,000 £68,750
90th Percentile £86,250 £90,000 £87,500
UK median annual salary £45,000 £54,000 £50,000
% change year-on-year -16.67% +8.00% -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 52,696 34,624 66,377
As % of all permanent jobs advertised in England 77.53% 93.54% 86.72%
Number of salaries quoted 32,701 20,241 51,522
10th Percentile £30,000 £31,750 £29,000
25th Percentile £40,000 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
75th Percentile £77,500 £81,250 £75,000
90th Percentile £97,500 £102,500 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -11.29%

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 24 March 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 24 March 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 -3 1,963 £67,500 +3.85% 985
North of England -17 1,285 £41,000 -10.87% 645
South East -7 1,190 £45,000 -11.71% 817
Midlands -19 849 £37,500 -21.88% 467
North West -17 648 £42,500 -10.53% 360
South West -6 536 £43,500 -10.32% 303
Yorkshire -6 507 £35,000 -17.65% 215
West Midlands -23 501 £42,500 -20.83% 273
East of England -10 426 £40,000 -20.00% 284
East Midlands -2 345 £35,000 -6.67% 193
North East -7 130 £45,000 - 83
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
1 333 (5.24%) Microsoft Exchange
2 289 (4.55%) SharePoint
3 78 (1.23%) Confluence
4 57 (0.90%) CMS
5 52 (0.82%) Apache
6 44 (0.69%) Apache Airflow
7 37 (0.58%) IIS
8 36 (0.57%) Apache Spark
9 29 (0.46%) WordPress
10 16 (0.25%) SAS
11 14 (0.22%) Palantir Foundry
12 12 (0.19%) nginx
13 9 (0.14%) Drupal
14 8 (0.13%) Anypoint
14 8 (0.13%) Exchange Server 2007
14 8 (0.13%) Exchange Server 2010
14 8 (0.13%) Exchange Server 2013
14 8 (0.13%) Oracle SOA Suite
15 4 (0.063%) Headless CMS
15 4 (0.063%) Totara
Applications
1 442 (6.96%) Microsoft Office
2 341 (5.37%) Microsoft Excel
3 72 (1.13%) Microsoft PowerPoint
4 34 (0.54%) Spreadsheet
5 33 (0.52%) MS Visio
6 28 (0.44%) Microsoft Project
7 18 (0.28%) Maya
8 15 (0.24%) AutoCAD
9 12 (0.19%) Photoshop
10 10 (0.16%) Adobe Illustrator
10 10 (0.16%) Chatbot
11 8 (0.13%) Adobe Creative Suite
11 8 (0.13%) SOLIDWORKS
12 6 (0.094%) Adobe XD
13 4 (0.063%) Fusion 360
13 4 (0.063%) Trello
14 3 (0.047%) Elementor
14 3 (0.047%) InDesign
14 3 (0.047%) Simulink
15 2 (0.031%) Acrobat
Business Applications
1 65 (1.02%) Dynamics CRM
2 41 (0.65%) SAP S/4HANA
3 31 (0.49%) NetSuite
4 21 (0.33%) Salesforce CRM
5 17 (0.27%) Endur
5 17 (0.27%) SAP CO
5 17 (0.27%) Shopify
6 14 (0.22%) Dynamics NAV
7 11 (0.17%) Maximo
8 10 (0.16%) iTrent
8 10 (0.16%) Workday HCM
9 9 (0.14%) SAP ERP
10 8 (0.13%) SAP FI
10 8 (0.13%) SAP FI/CO
11 7 (0.11%) IBM Planning Analytics
11 7 (0.11%) Magento
11 7 (0.11%) Payment Gateway
11 7 (0.11%) Q-Pulse
11 7 (0.11%) Sage 200
12 6 (0.094%) Oracle Payables
Cloud Services
1 1,379 (21.70%) Azure
2 977 (15.38%) Microsoft 365
3 781 (12.29%) AWS
4 456 (7.18%) Power Platform
5 369 (5.81%) SaaS
6 286 (4.50%) GCP
7 271 (4.27%) Entra ID
8 168 (2.64%) Azure DevOps
8 168 (2.64%) GitHub
9 167 (2.63%) Serverless
10 125 (1.97%) Power Automate
11 107 (1.68%) Dynamics 365
12 90 (1.42%) Google Workspace
13 85 (1.34%) Amazon S3
14 80 (1.26%) PowerApps
15 79 (1.24%) AWS CloudFormation
15 79 (1.24%) AWS Lambda
16 78 (1.23%) GitHub Actions
17 75 (1.18%) Azure Data Factory
18 72 (1.13%) PaaS
Communications & Networking
1 407 (6.41%) DNS
2 381 (6.00%) Firewall
3 343 (5.40%) DHCP
4 243 (3.82%) VPN
5 211 (3.32%) WAN
6 210 (3.31%) TCP/IP
7 201 (3.16%) Wi-Fi
8 179 (2.82%) Broadband
9 177 (2.79%) LAN
10 125 (1.97%) VLAN
11 96 (1.51%) Wireless
12 85 (1.34%) VoIP
13 67 (1.05%) SD-WAN
14 52 (0.82%) Network Security
15 40 (0.63%) Remote Desktop
15 40 (0.63%) SAN
16 37 (0.58%) Internet
17 32 (0.50%) Structured Cabling
18 29 (0.46%) BGP
19 28 (0.44%) HTTP
Database & Business Intelligence
1 377 (5.93%) Power BI
2 276 (4.34%) SQL Server
3 129 (2.03%) Data Warehouse
4 126 (1.98%) Tableau
5 121 (1.90%) NoSQL
6 113 (1.78%) Relational Database
7 110 (1.73%) PostgreSQL
8 93 (1.46%) Amazon RDS
9 91 (1.43%) MySQL
10 67 (1.05%) SQL Server Reporting Services
11 55 (0.87%) MongoDB
12 48 (0.76%) Power Query
13 47 (0.74%) DynamoDB
13 47 (0.74%) SQL Server Integration Services
14 46 (0.72%) Amazon Redshift
14 46 (0.72%) Azure SQL Database
15 45 (0.71%) Data Lake
16 44 (0.69%) Metadata
17 41 (0.65%) Big Data
18 26 (0.41%) Redis
Development Applications
1 285 (4.49%) Git
2 233 (3.67%) JIRA
3 110 (1.73%) Jenkins
4 98 (1.54%) GitLab
5 52 (0.82%) Selenium
6 31 (0.49%) Visual Studio
7 23 (0.36%) Cypress.io
8 19 (0.30%) Burp Suite
8 19 (0.30%) LabVIEW
8 19 (0.30%) Maven
8 19 (0.30%) Metasploit
9 18 (0.28%) Robot Framework
9 18 (0.28%) TeamCity
10 17 (0.27%) CircleCI
11 16 (0.25%) Rational DOORS
12 15 (0.24%) Bitbucket
12 15 (0.24%) Cucumber
12 15 (0.24%) JUnit
13 14 (0.22%) Octopus Deploy
13 14 (0.22%) SonarQube
General
1 3,147 (49.53%) Social Skills
2 1,935 (30.45%) Analytical Skills
3 1,405 (22.11%) Finance
4 448 (7.05%) Organisational Skills
5 366 (5.76%) Marketing
6 341 (5.37%) Inclusion and Diversity
7 315 (4.96%) Law
8 306 (4.82%) Retail
9 303 (4.77%) Banking
10 290 (4.56%) Legal
11 284 (4.47%) Public Sector
12 261 (4.11%) Manufacturing
13 166 (2.61%) Presentation Skills
14 157 (2.47%) Telecoms
15 138 (2.17%) Electronics
16 103 (1.62%) Games
17 101 (1.59%) Documentation Skills
18 86 (1.35%) Influencing Skills
19 84 (1.32%) Financial Institution
20 69 (1.09%) Advertising
Job Titles
1 934 (14.70%) Analyst
2 749 (11.79%) IT Support
3 748 (11.77%) Senior
4 642 (10.10%) Support Engineer
5 595 (9.36%) Developer
6 379 (5.96%) Lead
7 375 (5.90%) IT Engineer
8 316 (4.97%) IT Support Engineer
9 309 (4.86%) Support Analyst
10 249 (3.92%) Consultant
11 218 (3.43%) Architect
12 216 (3.40%) Support Technician
13 212 (3.34%) Business Analyst
14 202 (3.18%) Technical Support
15 193 (3.04%) 2nd Line Support
16 177 (2.79%) Infrastructure Engineer
17 173 (2.72%) Software Engineer
18 160 (2.52%) IT Technician
19 154 (2.42%) Systems Engineer
20 151 (2.38%) IT Analyst
Libraries, Frameworks & Software Standards
1 254 (4.00%) .NET
2 251 (3.95%) React
3 220 (3.46%) HTML
4 177 (2.79%) CSS
5 160 (2.52%) Node.js
6 120 (1.89%) REST
7 113 (1.78%) RESTful
8 70 (1.10%) AngularJS
9 68 (1.07%) Spring
9 68 (1.07%) Vue
10 66 (1.04%) Kafka
11 64 (1.01%) Middleware
12 62 (0.98%) Django
13 57 (0.90%) SOAP
14 55 (0.87%) JSON
14 55 (0.87%) XML
15 54 (0.85%) Flask
16 47 (0.74%) FastAPI
16 47 (0.74%) Spring Boot
17 45 (0.71%) ASP.NET
Miscellaneous
1 452 (7.11%) Driving Licence
2 436 (6.86%) Onboarding
3 390 (6.14%) Self-Motivation
4 201 (3.16%) Management Information System
5 179 (2.82%) Cloud Native
6 152 (2.39%) Analytical Mindset
7 143 (2.25%) Legacy Systems
8 139 (2.19%) Product Ownership
9 132 (2.08%) Data Centre
10 131 (2.06%) Distributed Systems
11 108 (1.70%) Enterprise Software
12 97 (1.53%) Mobile App
13 93 (1.46%) Social Media
14 81 (1.27%) Data Structures
15 70 (1.10%) Low-Code
16 59 (0.93%) Security Posture
17 57 (0.90%) Algorithms
17 57 (0.90%) Virtual Team
18 50 (0.79%) EPoS
19 49 (0.77%) Video\Live Streaming
Operating Systems
1 1,111 (17.49%) Windows
2 425 (6.69%) Windows Server
3 414 (6.52%) Linux
4 170 (2.68%) Windows 10
5 119 (1.87%) Windows Server 2016
6 112 (1.76%) Android
7 89 (1.40%) Mac OS
8 83 (1.31%) Apple iOS
9 61 (0.96%) Unix
10 56 (0.88%) Windows Server 2019
11 36 (0.57%) Red Hat Enterprise Linux
12 35 (0.55%) Windows Server 2012
13 27 (0.42%) CentOS
14 22 (0.35%) Ubuntu
14 22 (0.35%) Windows 7
15 16 (0.25%) VMS
16 11 (0.17%) Mac OS X
16 11 (0.17%) Windows 8
17 8 (0.13%) Debian
18 6 (0.094%) Windows Server 2008
Processes & Methodologies
1 1,167 (18.37%) Continuous Improvement
2 1,054 (16.59%) Agile
3 951 (14.97%) Customer Service
4 685 (10.78%) Mentoring
5 684 (10.76%) AI
6 656 (10.32%) Decision-Making
7 649 (10.21%) CI/CD
8 641 (10.09%) Analytics
9 607 (9.55%) DevOps
10 586 (9.22%) ITIL
11 552 (8.69%) Project Management
12 522 (8.22%) Business Intelligence
13 505 (7.95%) Computer Science
14 482 (7.59%) Stakeholder Management
15 429 (6.75%) Software Engineering
16 428 (6.74%) Cybersecurity
17 387 (6.09%) Coaching
17 387 (6.09%) Roadmaps
18 370 (5.82%) Process Improvement
19 358 (5.63%) CRM
Programming Languages
1 976 (15.36%) Python
2 886 (13.94%) SQL
3 434 (6.83%) JavaScript
4 318 (5.00%) PowerShell
5 313 (4.93%) Java
6 276 (4.34%) C#
7 181 (2.85%) TypeScript
8 154 (2.42%) Bash
9 86 (1.35%) PHP
10 82 (1.29%) C++
11 78 (1.23%) Go
12 69 (1.09%) Data Analysis Expressions
13 58 (0.91%) Scala
14 47 (0.74%) C
15 46 (0.72%) T-SQL
16 39 (0.61%) Kotlin
17 35 (0.55%) R
18 34 (0.54%) Apex Code
19 27 (0.42%) Bicep
19 27 (0.42%) Rust
Qualifications
1 1,311 (20.63%) Degree
2 480 (7.55%) Security Cleared
3 297 (4.67%) SC Cleared
4 247 (3.89%) Computer Science Degree
5 190 (2.99%) Microsoft Certification
6 185 (2.91%) DBS Check
7 136 (2.14%) Master's Degree
8 117 (1.84%) DV Cleared
9 103 (1.62%) CISSP
10 87 (1.37%) Cisco Certification
11 85 (1.34%) BPSS Clearance
12 81 (1.27%) ACCA
13 80 (1.26%) A+ Certification
14 73 (1.15%) CIMA
15 66 (1.04%) PMI Certification
16 65 (1.02%) CCNA
17 60 (0.94%) Network+ Certification
18 55 (0.87%) AWS Certification
19 52 (0.82%) PMP
20 50 (0.79%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 303 (4.77%) QA
2 266 (4.19%) Data Quality
3 239 (3.76%) GDPR
4 160 (2.52%) Cyber Essentials
5 158 (2.49%) ISO/IEC 27001
6 140 (2.20%) SLA
7 124 (1.95%) PCI DSS
8 122 (1.92%) Accessibility
9 113 (1.78%) NIST
10 49 (0.77%) Cyber Essentials PLUS
11 32 (0.50%) ISO 9001
12 30 (0.47%) SOC 2
13 29 (0.46%) Actionable Recommendations
14 24 (0.38%) PMO
15 20 (0.31%) COBIT
16 19 (0.30%) GRC
17 13 (0.20%) GMP
18 12 (0.19%) Sarbanes-Oxley
19 10 (0.16%) ITGC
20 9 (0.14%) HIPAA
System Software
1 744 (11.71%) Active Directory
2 300 (4.72%) Docker
3 227 (3.57%) Hyper-V
4 164 (2.58%) VMware Infrastructure
5 63 (0.99%) Terminal Server
6 33 (0.52%) Firmware
7 30 (0.47%) Virtual Desktop
7 30 (0.47%) Virtual Machines
8 14 (0.22%) KVM
8 14 (0.22%) vSphere
9 10 (0.16%) VMware Workstation
10 9 (0.14%) VMware ESXi
11 7 (0.11%) IAG
11 7 (0.11%) XenApp
12 6 (0.094%) Virtual Servers
13 4 (0.063%) Microsoft Virtual Server
14 3 (0.047%) Slurm Workload Manager
15 2 (0.031%) BitLocker
15 2 (0.031%) vCloud
15 2 (0.031%) VMware NSX
Systems Management
1 286 (4.50%) Terraform
2 264 (4.15%) Microsoft Intune
3 224 (3.53%) Kubernetes
4 153 (2.41%) Ansible
5 92 (1.45%) Grafana
6 79 (1.24%) SCCM
7 58 (0.91%) Prometheus
8 30 (0.47%) Nagios
9 26 (0.41%) Single Sign-On
10 23 (0.36%) Active Directory Federation Services
11 22 (0.35%) BMC PATROL
12 19 (0.30%) Jamf Pro
13 15 (0.24%) Argo
13 15 (0.24%) Cisco CUCM
14 14 (0.22%) Autotask
14 14 (0.22%) vCenter Server
15 13 (0.20%) FortiGate
15 13 (0.20%) ZABBIX
16 12 (0.19%) Kibana
16 12 (0.19%) Puppet
Vendors
1 1,674 (26.35%) Microsoft
2 271 (4.27%) VMware
3 203 (3.19%) Oracle
4 173 (2.72%) SAP
5 158 (2.49%) Google
6 148 (2.33%) Cisco
6 148 (2.33%) Salesforce
7 135 (2.12%) ServiceNow
8 126 (1.98%) Veeam
9 123 (1.94%) SolarWinds
10 119 (1.87%) Splunk
11 113 (1.78%) Databricks
12 93 (1.46%) Adobe
13 83 (1.31%) Apple
14 71 (1.12%) Dell
15 64 (1.01%) Tanium
16 63 (0.99%) Brocade
16 63 (0.99%) Nimble Storage
17 54 (0.85%) Sage
18 52 (0.82%) Red Hat