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

6 months to
23 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 6,376 7,224 11,574
As % of all permanent jobs in England 9.39% 19.00% 15.14%
As % of the Processes & Methodologies category 12.10% 20.31% 17.45%
Number of salaries quoted 4,428 4,334 8,170
10th Percentile £26,875 £28,825 £26,250
25th Percentile £31,250 £37,500 £33,500
Median annual salary (50th Percentile) £45,000 £55,000 £50,000
Median % change year-on-year -18.18% +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 £53,844 £50,000
% change year-on-year -16.43% +7.69% -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 52,713 35,574 66,332
As % of all permanent jobs advertised in England 77.63% 93.56% 86.75%
Number of salaries quoted 32,661 20,407 51,505
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 23 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 23 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 1,959 £67,500 +3.85% 1,105
North of England -18 1,296 £41,000 -11.83% 673
South East -7 1,192 £45,000 -10.86% 870
Midlands -20 857 £37,500 -21.88% 475
North West -17 661 £42,500 -11.46% 368
South West -6 535 £43,500 -11.22% 324
Yorkshire -7 504 £35,000 -17.65% 230
West Midlands -23 502 £42,500 -20.83% 275
East of England -9 431 £40,000 -20.00% 316
East Midlands -2 352 £35,000 -6.67% 199
North East -8 131 £45,000 - 88
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
1 334 (5.24%) Microsoft Exchange
2 290 (4.55%) SharePoint
3 79 (1.24%) Confluence
4 58 (0.91%) CMS
5 52 (0.82%) Apache
6 44 (0.69%) Apache Airflow
7 37 (0.58%) IIS
8 36 (0.56%) Apache Spark
9 29 (0.45%) 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
1 445 (6.98%) Microsoft Office
2 341 (5.35%) Microsoft Excel
3 73 (1.14%) Microsoft PowerPoint
4 35 (0.55%) 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
11 9 (0.14%) Chatbot
12 8 (0.13%) Adobe Creative Suite
12 8 (0.13%) SOLIDWORKS
13 6 (0.094%) Adobe XD
14 4 (0.063%) Fusion 360
14 4 (0.063%) Trello
15 3 (0.047%) Elementor
15 3 (0.047%) InDesign
15 3 (0.047%) Simulink
16 2 (0.031%) Sketch
Business Applications
1 64 (1.00%) Dynamics CRM
2 40 (0.63%) SAP S/4HANA
3 32 (0.50%) 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%) SAP Hybris
Cloud Services
1 1,374 (21.55%) Azure
2 983 (15.42%) Microsoft 365
3 775 (12.15%) AWS
4 451 (7.07%) Power Platform
5 374 (5.87%) SaaS
6 283 (4.44%) GCP
7 273 (4.28%) Entra ID
8 169 (2.65%) Azure DevOps
9 165 (2.59%) GitHub
10 164 (2.57%) Serverless
11 124 (1.94%) Power Automate
12 104 (1.63%) Dynamics 365
13 92 (1.44%) Google Workspace
14 85 (1.33%) Amazon S3
15 80 (1.25%) PowerApps
16 79 (1.24%) AWS CloudFormation
16 79 (1.24%) AWS Lambda
17 76 (1.19%) GitHub Actions
18 74 (1.16%) Azure Data Factory
19 70 (1.10%) PaaS
Communications & Networking
1 409 (6.41%) DNS
2 382 (5.99%) Firewall
3 346 (5.43%) DHCP
4 243 (3.81%) VPN
5 212 (3.32%) WAN
6 210 (3.29%) TCP/IP
7 204 (3.20%) Wi-Fi
8 178 (2.79%) Broadband
8 178 (2.79%) LAN
9 126 (1.98%) VLAN
10 98 (1.54%) Wireless
11 90 (1.41%) VoIP
12 67 (1.05%) SD-WAN
13 53 (0.83%) Network Security
14 45 (0.71%) Remote Desktop
15 40 (0.63%) Internet
15 40 (0.63%) SAN
16 32 (0.50%) Structured Cabling
17 29 (0.45%) BGP
18 28 (0.44%) HTTP
Database & Business Intelligence
1 372 (5.83%) Power BI
2 274 (4.30%) SQL Server
3 129 (2.02%) Data Warehouse
4 124 (1.94%) Tableau
5 120 (1.88%) NoSQL
6 112 (1.76%) Relational Database
7 110 (1.73%) PostgreSQL
8 92 (1.44%) Amazon RDS
8 92 (1.44%) MySQL
9 65 (1.02%) SQL Server Reporting Services
10 54 (0.85%) MongoDB
11 48 (0.75%) SQL Server Integration Services
12 47 (0.74%) Amazon Redshift
12 47 (0.74%) DynamoDB
12 47 (0.74%) Power Query
13 44 (0.69%) Azure SQL Database
13 44 (0.69%) Data Lake
13 44 (0.69%) Metadata
14 40 (0.63%) Big Data
15 26 (0.41%) Redis
Development Applications
1 283 (4.44%) Git
2 234 (3.67%) JIRA
3 109 (1.71%) Jenkins
4 98 (1.54%) GitLab
5 52 (0.82%) Selenium
6 31 (0.49%) Visual Studio
7 23 (0.36%) Cypress.io
8 20 (0.31%) TeamCity
9 19 (0.30%) Burp Suite
9 19 (0.30%) LabVIEW
9 19 (0.30%) Maven
9 19 (0.30%) Metasploit
10 18 (0.28%) Robot Framework
11 17 (0.27%) CircleCI
12 16 (0.25%) Octopus Deploy
12 16 (0.25%) Rational DOORS
13 15 (0.24%) Bitbucket
13 15 (0.24%) Cucumber
13 15 (0.24%) JUnit
14 14 (0.22%) SonarQube
General
1 3,166 (49.65%) Social Skills
2 1,934 (30.33%) Analytical Skills
3 1,411 (22.13%) Finance
4 448 (7.03%) Organisational Skills
5 365 (5.72%) Marketing
6 339 (5.32%) Inclusion and Diversity
7 316 (4.96%) Law
8 311 (4.88%) Retail
9 305 (4.78%) Banking
10 290 (4.55%) Legal
11 284 (4.45%) Public Sector
12 264 (4.14%) Manufacturing
13 170 (2.67%) Presentation Skills
14 161 (2.53%) Telecoms
15 138 (2.16%) Electronics
16 104 (1.63%) Games
17 103 (1.62%) Documentation Skills
18 85 (1.33%) Financial Institution
19 84 (1.32%) Influencing Skills
20 69 (1.08%) Advertising
Job Titles
1 939 (14.73%) Analyst
2 752 (11.79%) IT Support
3 747 (11.72%) Senior
4 646 (10.13%) Support Engineer
5 592 (9.28%) Developer
6 376 (5.90%) Lead
7 375 (5.88%) IT Engineer
8 317 (4.97%) IT Support Engineer
9 311 (4.88%) Support Analyst
10 251 (3.94%) Consultant
11 219 (3.43%) Architect
12 214 (3.36%) Business Analyst
12 214 (3.36%) Support Technician
13 209 (3.28%) Technical Support
14 197 (3.09%) 2nd Line Support
15 175 (2.74%) Infrastructure Engineer
16 170 (2.67%) Software Engineer
17 158 (2.48%) IT Technician
18 154 (2.42%) Technical Engineer
19 153 (2.40%) Systems Engineer
Libraries, Frameworks & Software Standards
1 254 (3.98%) .NET
2 252 (3.95%) React
3 222 (3.48%) HTML
4 176 (2.76%) CSS
5 160 (2.51%) Node.js
6 119 (1.87%) REST
7 112 (1.76%) RESTful
8 70 (1.10%) AngularJS
9 67 (1.05%) Spring
10 66 (1.04%) Kafka
10 66 (1.04%) Vue
11 65 (1.02%) Middleware
12 60 (0.94%) Django
13 58 (0.91%) SOAP
14 55 (0.86%) JSON
14 55 (0.86%) XML
15 51 (0.80%) Flask
16 47 (0.74%) Spring Boot
17 45 (0.71%) FastAPI
18 44 (0.69%) .NET Framework
Miscellaneous
1 470 (7.37%) Driving Licence
2 445 (6.98%) Onboarding
3 393 (6.16%) Self-Motivation
4 204 (3.20%) Management Information System
5 179 (2.81%) Cloud Native
6 154 (2.42%) Analytical Mindset
7 145 (2.27%) Legacy Systems
8 135 (2.12%) Product Ownership
9 131 (2.05%) Data Centre
9 131 (2.05%) Distributed Systems
10 109 (1.71%) Enterprise Software
11 98 (1.54%) Mobile App
12 92 (1.44%) Social Media
13 80 (1.25%) Data Structures
14 70 (1.10%) Low-Code
15 60 (0.94%) Security Posture
16 58 (0.91%) Virtual Team
17 57 (0.89%) Algorithms
18 50 (0.78%) EPoS
19 49 (0.77%) CCTV
Operating Systems
1 1,116 (17.50%) Windows
2 426 (6.68%) Windows Server
3 410 (6.43%) Linux
4 172 (2.70%) Windows 10
5 120 (1.88%) Windows Server 2016
6 113 (1.77%) Android
7 91 (1.43%) Mac OS
8 83 (1.30%) Apple iOS
9 61 (0.96%) Unix
10 56 (0.88%) Windows Server 2019
11 35 (0.55%) Red Hat Enterprise Linux
11 35 (0.55%) Windows Server 2012
12 27 (0.42%) CentOS
13 23 (0.36%) Windows 7
14 22 (0.35%) Ubuntu
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 1,163 (18.24%) Continuous Improvement
2 1,050 (16.47%) Agile
3 964 (15.12%) Customer Service
4 683 (10.71%) Mentoring
5 679 (10.65%) AI
6 660 (10.35%) Decision-Making
7 639 (10.02%) Analytics
7 639 (10.02%) CI/CD
8 603 (9.46%) DevOps
9 583 (9.14%) ITIL
10 555 (8.70%) Project Management
11 519 (8.14%) Business Intelligence
12 504 (7.90%) Computer Science
13 482 (7.56%) Stakeholder Management
14 434 (6.81%) Cybersecurity
15 426 (6.68%) Software Engineering
16 384 (6.02%) Coaching
17 379 (5.94%) Roadmaps
18 370 (5.80%) Process Improvement
19 364 (5.71%) CRM
Programming Languages
1 967 (15.17%) Python
2 889 (13.94%) SQL
3 432 (6.78%) JavaScript
4 316 (4.96%) PowerShell
5 312 (4.89%) Java
6 277 (4.34%) C#
7 180 (2.82%) TypeScript
8 154 (2.42%) Bash
9 87 (1.36%) PHP
10 81 (1.27%) C++
11 78 (1.22%) Go
12 67 (1.05%) Data Analysis Expressions
13 58 (0.91%) Scala
14 47 (0.74%) C
15 44 (0.69%) T-SQL
16 39 (0.61%) Kotlin
17 35 (0.55%) R
18 34 (0.53%) Apex Code
19 27 (0.42%) Rust
20 26 (0.41%) PL/SQL
Qualifications
1 1,316 (20.64%) Degree
2 480 (7.53%) Security Cleared
3 298 (4.67%) SC Cleared
4 246 (3.86%) Computer Science Degree
5 191 (3.00%) Microsoft Certification
6 185 (2.90%) DBS Check
7 135 (2.12%) Master's Degree
8 117 (1.84%) DV Cleared
9 106 (1.66%) CISSP
10 89 (1.40%) Cisco Certification
11 86 (1.35%) BPSS Clearance
12 82 (1.29%) ACCA
13 79 (1.24%) A+ Certification
14 74 (1.16%) CIMA
15 65 (1.02%) CCNA
15 65 (1.02%) PMI Certification
16 60 (0.94%) Network+ Certification
17 54 (0.85%) AWS Certification
18 51 (0.80%) PMP
19 48 (0.75%) Microsoft Certified Professional
Quality Assurance & Compliance
1 303 (4.75%) QA
2 265 (4.16%) Data Quality
3 238 (3.73%) GDPR
4 161 (2.53%) Cyber Essentials
5 160 (2.51%) ISO/IEC 27001
6 140 (2.20%) SLA
7 124 (1.94%) Accessibility
7 124 (1.94%) PCI DSS
8 114 (1.79%) NIST
9 50 (0.78%) Cyber Essentials PLUS
10 33 (0.52%) ISO 9001
11 30 (0.47%) SOC 2
12 29 (0.45%) Actionable Recommendations
13 24 (0.38%) PMO
14 21 (0.33%) COBIT
15 19 (0.30%) GRC
16 13 (0.20%) GMP
17 12 (0.19%) Sarbanes-Oxley
18 10 (0.16%) ITGC
19 9 (0.14%) ISO/IEC 20000
System Software
1 747 (11.72%) Active Directory
2 297 (4.66%) Docker
3 229 (3.59%) Hyper-V
4 164 (2.57%) VMware Infrastructure
5 63 (0.99%) Terminal Server
6 32 (0.50%) Firmware
7 30 (0.47%) Virtual Desktop
8 29 (0.45%) Virtual Machines
9 14 (0.22%) KVM
9 14 (0.22%) vSphere
10 10 (0.16%) VMware Workstation
11 9 (0.14%) VMware ESXi
12 7 (0.11%) IAG
12 7 (0.11%) XenApp
13 6 (0.094%) Virtual Servers
14 4 (0.063%) Microsoft Virtual Server
15 3 (0.047%) Slurm Workload Manager
16 2 (0.031%) BitLocker
16 2 (0.031%) vCloud
16 2 (0.031%) VMware NSX
Systems Management
1 281 (4.41%) Terraform
2 266 (4.17%) Microsoft Intune
3 220 (3.45%) Kubernetes
4 150 (2.35%) Ansible
5 92 (1.44%) Grafana
6 80 (1.25%) 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 20 (0.31%) 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
17 11 (0.17%) Puppet
Vendors
1 1,678 (26.32%) Microsoft
2 271 (4.25%) VMware
3 205 (3.22%) Oracle
4 176 (2.76%) SAP
5 160 (2.51%) Google
6 148 (2.32%) Cisco
6 148 (2.32%) Salesforce
7 134 (2.10%) ServiceNow
8 126 (1.98%) Veeam
9 122 (1.91%) SolarWinds
10 119 (1.87%) Splunk
11 110 (1.73%) Databricks
12 93 (1.46%) Adobe
13 83 (1.30%) Apple
14 70 (1.10%) Dell
15 64 (1.00%) Tanium
16 63 (0.99%) Brocade
16 63 (0.99%) Nimble Storage
17 55 (0.86%) Sage
18 50 (0.78%) Red Hat