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 15 April 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Apr 2026
Same period 2025 Same period 2024
Rank 10 4 7
Rank change year-on-year -6 +3 +6
Permanent jobs citing Problem-Solving 6,453 7,207 12,178
As % of all permanent jobs in England 8.51% 19.60% 14.98%
As % of the Processes & Methodologies category 11.24% 21.06% 17.42%
Number of salaries quoted 4,491 4,513 8,476
10th Percentile £27,000 £28,500 £26,250
25th Percentile £31,250 £36,750 £32,750
Median annual salary (50th Percentile) £47,500 £55,000 £50,000
Median % change year-on-year -13.64% +10.00% -9.09%
75th Percentile £68,750 £75,000 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,000 £54,000 £50,000
% change year-on-year -12.96% +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 57,387 34,217 69,912
As % of all permanent jobs advertised in England 75.69% 93.06% 85.99%
Number of salaries quoted 36,072 20,488 53,249
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -12.00%
75th Percentile £78,750 £80,000 £73,750
90th Percentile £100,000 £103,750 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.54%

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 15 April 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 15 April 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 -4 1,970 £67,500 +3.85% 746
North of England -18 1,290 £41,500 -9.78% 543
South East -7 1,187 £45,000 -11.71% 726
Midlands -21 907 £39,000 -17.89% 415
North West -18 667 £42,500 -15.00% 289
South West -8 546 £43,500 -5.43% 269
West Midlands -25 538 £42,500 -18.87% 246
Yorkshire -9 494 £37,500 -10.71% 172
East of England -9 453 £40,000 -20.00% 263
East Midlands -5 366 £35,000 -11.95% 170
North East -12 129 £48,445 +7.65% 94
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 (5.18%) Microsoft Exchange
2 285 (4.42%) SharePoint
3 74 (1.15%) Confluence
4 54 (0.84%) CMS
5 52 (0.81%) Apache
6 44 (0.68%) Apache Airflow
7 34 (0.53%) Apache Spark
8 30 (0.46%) IIS
9 27 (0.42%) WordPress
10 16 (0.25%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.19%) nginx
13 11 (0.17%) Exchange Server 2013
14 9 (0.14%) Drupal
14 9 (0.14%) Exchange Server 2007
14 9 (0.14%) Exchange Server 2010
15 8 (0.12%) Anypoint
16 6 (0.093%) Oracle SOA Suite
17 5 (0.077%) OpenStack
17 5 (0.077%) Skype for Business
Applications
1 426 (6.60%) Microsoft Office
2 350 (5.42%) Microsoft Excel
3 63 (0.98%) Microsoft PowerPoint
4 42 (0.65%) Spreadsheet
5 37 (0.57%) MS Visio
6 29 (0.45%) Microsoft Project
7 12 (0.19%) Chatbot
8 11 (0.17%) Adobe Illustrator
8 11 (0.17%) AutoCAD
8 11 (0.17%) Photoshop
9 9 (0.14%) Maya
10 8 (0.12%) Adobe Creative Suite
10 8 (0.12%) Fusion 360
11 5 (0.077%) Adobe XD
12 4 (0.062%) SOLIDWORKS
12 4 (0.062%) Trello
13 3 (0.046%) Elementor
13 3 (0.046%) Simulink
14 2 (0.031%) Notion
14 2 (0.031%) Sketch
Business Applications
1 60 (0.93%) Dynamics CRM
2 47 (0.73%) SAP S/4HANA
3 32 (0.50%) NetSuite
4 20 (0.31%) Salesforce CRM
5 18 (0.28%) Shopify
6 16 (0.25%) Dynamics NAV
6 16 (0.25%) SAP CO
7 15 (0.23%) Endur
8 13 (0.20%) Magento
8 13 (0.20%) Maximo
9 11 (0.17%) iTrent
10 10 (0.15%) Workday HCM
11 8 (0.12%) Elite 3E
11 8 (0.12%) SAP Business One
11 8 (0.12%) SAP ERP
12 7 (0.11%) IBM Planning Analytics
12 7 (0.11%) Oracle EBS
12 7 (0.11%) Q-Pulse
12 7 (0.11%) SAP FI
12 7 (0.11%) SAP FI/CO
Cloud Services
1 1,363 (21.12%) Azure
2 986 (15.28%) Microsoft 365
3 798 (12.37%) AWS
4 483 (7.48%) Power Platform
5 349 (5.41%) SaaS
6 296 (4.59%) GCP
7 276 (4.28%) Entra ID
8 175 (2.71%) GitHub
9 171 (2.65%) Serverless
10 165 (2.56%) Azure DevOps
11 128 (1.98%) Power Automate
12 110 (1.70%) Dynamics 365
13 93 (1.44%) Amazon S3
14 89 (1.38%) Google Workspace
15 85 (1.32%) GitHub Actions
16 81 (1.26%) AWS CloudFormation
16 81 (1.26%) AWS Lambda
16 81 (1.26%) Azure Data Factory
17 77 (1.19%) PowerApps
18 76 (1.18%) PaaS
Communications & Networking
1 399 (6.18%) DNS
2 379 (5.87%) Firewall
3 343 (5.32%) DHCP
4 260 (4.03%) VPN
5 221 (3.42%) WAN
6 205 (3.18%) Wi-Fi
7 202 (3.13%) TCP/IP
8 186 (2.88%) LAN
9 179 (2.77%) Broadband
10 118 (1.83%) VLAN
11 106 (1.64%) Wireless
12 95 (1.47%) VoIP
13 68 (1.05%) SD-WAN
14 60 (0.93%) Network Security
15 47 (0.73%) SAN
16 41 (0.64%) Internet
17 31 (0.48%) Structured Cabling
18 30 (0.46%) BGP
19 29 (0.45%) HTTP
20 28 (0.43%) OSPF
Database & Business Intelligence
1 408 (6.32%) Power BI
2 276 (4.28%) SQL Server
3 129 (2.00%) Tableau
4 128 (1.98%) Data Warehouse
5 117 (1.81%) NoSQL
6 101 (1.57%) PostgreSQL
7 100 (1.55%) Relational Database
8 83 (1.29%) Amazon RDS
9 80 (1.24%) MySQL
10 71 (1.10%) SQL Server Reporting Services
11 58 (0.90%) Power Query
12 55 (0.85%) SQL Server Integration Services
13 54 (0.84%) MongoDB
14 51 (0.79%) DynamoDB
15 46 (0.71%) Azure SQL Database
16 45 (0.70%) Amazon Redshift
17 42 (0.65%) Metadata
18 37 (0.57%) Big Data
19 36 (0.56%) Data Lake
20 26 (0.40%) DB2
Development Applications
1 277 (4.29%) Git
2 222 (3.44%) JIRA
3 114 (1.77%) Jenkins
4 99 (1.53%) GitLab
5 49 (0.76%) Selenium
6 27 (0.42%) Visual Studio
7 23 (0.36%) Cypress.io
8 20 (0.31%) Cucumber
8 20 (0.31%) Maven
8 20 (0.31%) Rational DOORS
9 19 (0.29%) Bitbucket
9 19 (0.29%) Burp Suite
9 19 (0.29%) Metasploit
9 19 (0.29%) SonarQube
10 18 (0.28%) Chocolatey
11 17 (0.26%) CircleCI
12 16 (0.25%) TeamCity
13 15 (0.23%) LabVIEW
14 14 (0.22%) JUnit
15 12 (0.19%) Robot Framework
General
1 3,100 (48.04%) Social Skills
2 1,951 (30.23%) Analytical Skills
3 1,407 (21.80%) Finance
4 452 (7.00%) Organisational Skills
5 376 (5.83%) Inclusion and Diversity
6 352 (5.45%) Marketing
7 314 (4.87%) Manufacturing
8 309 (4.79%) Law
9 307 (4.76%) Retail
10 304 (4.71%) Banking
11 294 (4.56%) Public Sector
12 293 (4.54%) Legal
13 162 (2.51%) Presentation Skills
14 149 (2.31%) Telecoms
15 147 (2.28%) Electronics
16 102 (1.58%) Documentation Skills
17 87 (1.35%) Games
18 81 (1.26%) Automotive
19 78 (1.21%) Influencing Skills
20 76 (1.18%) Financial Institution
Job Titles
1 927 (14.37%) Analyst
2 787 (12.20%) Senior
3 735 (11.39%) IT Support
4 631 (9.78%) Support Engineer
5 569 (8.82%) Developer
6 403 (6.25%) Lead
7 392 (6.07%) IT Engineer
8 319 (4.94%) IT Support Engineer
9 288 (4.46%) Support Analyst
10 244 (3.78%) Consultant
11 225 (3.49%) Support Technician
12 217 (3.36%) Architect
13 197 (3.05%) Business Analyst
14 193 (2.99%) Infrastructure Engineer
15 192 (2.98%) 2nd Line Support
16 190 (2.94%) Software Engineer
17 188 (2.91%) Technical Support
18 177 (2.74%) Systems Engineer
19 172 (2.67%) IT Technician
20 156 (2.42%) IT Support Technician
Libraries, Frameworks & Software Standards
1 245 (3.80%) React
2 243 (3.77%) .NET
3 216 (3.35%) HTML
4 180 (2.79%) CSS
5 151 (2.34%) Node.js
6 136 (2.11%) REST
7 124 (1.92%) RESTful
8 75 (1.16%) Middleware
9 71 (1.10%) JSON
10 69 (1.07%) Spring
11 68 (1.05%) SOAP
12 66 (1.02%) XML
13 65 (1.01%) Vue
14 62 (0.96%) AngularJS
14 62 (0.96%) Kafka
15 59 (0.91%) Django
16 54 (0.84%) Flask
17 50 (0.77%) gRPC
17 50 (0.77%) Web Services
18 48 (0.74%) Spring Boot
Miscellaneous
1 427 (6.62%) Onboarding
2 423 (6.56%) Driving Licence
3 365 (5.66%) Self-Motivation
4 208 (3.22%) Management Information System
5 182 (2.82%) Cloud Native
6 158 (2.45%) Product Ownership
7 157 (2.43%) Analytical Mindset
8 153 (2.37%) Distributed Systems
9 145 (2.25%) Data Centre
10 126 (1.95%) Legacy Systems
11 100 (1.55%) Enterprise Software
12 93 (1.44%) Mobile App
13 91 (1.41%) Social Media
14 87 (1.35%) Data Structures
15 74 (1.15%) Low-Code
16 67 (1.04%) Security Posture
17 61 (0.95%) Algorithms
18 58 (0.90%) Video\Live Streaming
19 56 (0.87%) Virtual Team
20 52 (0.81%) IoT
Operating Systems
1 1,079 (16.72%) Windows
2 414 (6.42%) Windows Server
3 407 (6.31%) Linux
4 173 (2.68%) Windows 10
5 116 (1.80%) Windows Server 2016
6 104 (1.61%) Android
7 90 (1.39%) Apple iOS
8 87 (1.35%) Mac OS
9 56 (0.87%) Windows Server 2019
10 55 (0.85%) Unix
11 41 (0.64%) Red Hat Enterprise Linux
12 36 (0.56%) Windows Server 2012
13 32 (0.50%) CentOS
14 27 (0.42%) Ubuntu
15 22 (0.34%) VMS
16 20 (0.31%) Windows 7
17 17 (0.26%) Mac OS X
18 10 (0.15%) Debian
18 10 (0.15%) Windows 8
19 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,164 (18.04%) Continuous Improvement
2 1,035 (16.04%) Agile
3 945 (14.64%) Customer Service
4 684 (10.60%) Mentoring
5 682 (10.57%) Decision-Making
6 679 (10.52%) AI
7 668 (10.35%) CI/CD
8 657 (10.18%) Analytics
9 612 (9.48%) DevOps
10 590 (9.14%) ITIL
11 542 (8.40%) Business Intelligence
12 530 (8.21%) Project Management
13 500 (7.75%) Computer Science
14 495 (7.67%) Stakeholder Management
15 462 (7.16%) Software Engineering
16 431 (6.68%) Cybersecurity
17 430 (6.66%) Roadmaps
18 413 (6.40%) Coaching
19 363 (5.63%) Process Improvement
20 350 (5.42%) Collaborative Working
Programming Languages
1 993 (15.39%) Python
2 889 (13.78%) SQL
3 424 (6.57%) JavaScript
4 339 (5.25%) Java
5 305 (4.73%) PowerShell
6 264 (4.09%) C#
7 185 (2.87%) TypeScript
8 154 (2.39%) Bash
9 92 (1.43%) C++
10 90 (1.39%) Go
11 82 (1.27%) Data Analysis Expressions
12 79 (1.22%) PHP
13 65 (1.01%) Scala
14 53 (0.82%) C
15 47 (0.73%) T-SQL
16 39 (0.60%) Kotlin
17 34 (0.53%) Bicep
18 32 (0.50%) Apex Code
18 32 (0.50%) Rust
19 31 (0.48%) R
Qualifications
1 1,246 (19.31%) Degree
2 448 (6.94%) Security Cleared
3 281 (4.35%) SC Cleared
4 256 (3.97%) Computer Science Degree
5 192 (2.98%) DBS Check
6 184 (2.85%) Microsoft Certification
7 128 (1.98%) Master's Degree
8 113 (1.75%) CISSP
9 109 (1.69%) DV Cleared
10 96 (1.49%) Cisco Certification
11 86 (1.33%) A+ Certification
12 84 (1.30%) ACCA
12 84 (1.30%) BPSS Clearance
13 79 (1.22%) PMI Certification
14 74 (1.15%) CIMA
15 68 (1.05%) CCNA
16 64 (0.99%) PMP
17 59 (0.91%) Network+ Certification
18 57 (0.88%) AWS Certification
19 54 (0.84%) Azure Certification
Quality Assurance & Compliance
1 310 (4.80%) QA
2 298 (4.62%) Data Quality
3 255 (3.95%) GDPR
4 162 (2.51%) SLA
5 160 (2.48%) ISO/IEC 27001
6 151 (2.34%) Cyber Essentials
7 136 (2.11%) NIST
8 125 (1.94%) PCI DSS
9 111 (1.72%) Accessibility
10 51 (0.79%) Cyber Essentials PLUS
11 34 (0.53%) SOC 2
12 33 (0.51%) ISO 9001
13 30 (0.46%) Actionable Recommendations
14 27 (0.42%) PMO
15 24 (0.37%) COBIT
16 22 (0.34%) GRC
17 14 (0.22%) GMP
18 10 (0.15%) HIPAA
18 10 (0.15%) ISO/IEC 20000
18 10 (0.15%) Sarbanes-Oxley
System Software
1 723 (11.20%) Active Directory
2 304 (4.71%) Docker
3 210 (3.25%) Hyper-V
4 170 (2.63%) VMware Infrastructure
5 56 (0.87%) Terminal Server
6 36 (0.56%) Virtual Desktop
7 35 (0.54%) Firmware
8 31 (0.48%) Virtual Machines
9 18 (0.28%) vSphere
10 15 (0.23%) KVM
11 10 (0.15%) VMware Workstation
12 9 (0.14%) VMware ESXi
13 7 (0.11%) IAG
13 7 (0.11%) XenApp
14 5 (0.077%) Slurm Workload Manager
14 5 (0.077%) Virtual Servers
15 4 (0.062%) Microsoft Virtual Server
16 3 (0.046%) VMware NSX
17 2 (0.031%) BitLocker
17 2 (0.031%) Embedded Firmware
Systems Management
1 296 (4.59%) Terraform
2 248 (3.84%) Microsoft Intune
3 233 (3.61%) Kubernetes
4 156 (2.42%) Ansible
5 94 (1.46%) Grafana
6 86 (1.33%) SCCM
7 53 (0.82%) Prometheus
8 29 (0.45%) Nagios
9 27 (0.42%) Single Sign-On
10 24 (0.37%) Active Directory Federation Services
11 21 (0.33%) BMC PATROL
12 16 (0.25%) Jamf Pro
12 16 (0.25%) Kibana
13 15 (0.23%) Argo
14 14 (0.22%) Autotask
14 14 (0.22%) Cisco CUCM
14 14 (0.22%) FortiGate
14 14 (0.22%) vCenter Server
15 13 (0.20%) Nessus
15 13 (0.20%) Puppet
Vendors
1 1,667 (25.83%) Microsoft
2 266 (4.12%) VMware
3 187 (2.90%) Oracle
4 163 (2.53%) SAP
5 159 (2.46%) Google
6 146 (2.26%) ServiceNow
7 142 (2.20%) Cisco
8 132 (2.05%) Salesforce
9 118 (1.83%) SolarWinds
10 114 (1.77%) Databricks
11 110 (1.70%) Veeam
12 108 (1.67%) Splunk
13 83 (1.29%) Apple
14 82 (1.27%) Adobe
15 74 (1.15%) Dell
16 57 (0.88%) Tanium
17 56 (0.87%) Brocade
17 56 (0.87%) Nimble Storage
17 56 (0.87%) Red Hat
18 48 (0.74%) Sage