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 3 June 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Jun 2026
Same period 2025 Same period 2024
Rank 12 4 8
Rank change year-on-year -8 +4 +5
Permanent jobs citing Problem-Solving 6,575 7,930 13,031
As % of all permanent jobs in England 7.90% 20.43% 14.56%
As % of the Processes & Methodologies category 10.69% 21.90% 17.50%
Number of salaries quoted 4,644 4,405 8,543
10th Percentile £27,500 £27,097 £26,000
25th Percentile £32,000 £32,500 £32,500
Median annual salary (50th Percentile) £47,500 £50,000 £50,000
Median % change year-on-year -5.00% - -9.09%
75th Percentile £68,750 £70,000 £67,500
90th Percentile £87,500 £87,500 £85,000
UK median annual salary £47,500 £50,000 £48,900
% change year-on-year -5.00% +2.25% -11.09%

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 61,529 36,213 74,473
As % of all permanent jobs advertised in England 73.94% 93.28% 83.22%
Number of salaries quoted 40,990 19,458 55,070
10th Percentile £30,250 £29,625 £29,000
25th Percentile £41,250 £41,000 £40,000
Median annual salary (50th Percentile) £60,000 £58,000 £55,000
Median % change year-on-year +3.45% +5.45% -12.00%
75th Percentile £80,000 £78,750 £72,500
90th Percentile £100,000 £102,500 £93,250
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.69%

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 3 June 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 3 June 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 1,944 £70,000 +7.69% 1,440
North of England -11 1,357 £42,500 -4.92% 722
South East -6 1,187 £45,000 - 792
Midlands -21 923 £40,000 -11.11% 417
North West -15 690 £45,000 -3.74% 401
South West -7 581 £43,500 +8.75% 333
West Midlands -25 528 £42,500 -10.53% 257
Yorkshire -11 513 £41,000 +17.14% 240
East of England -7 499 £45,000 +12.50% 311
East Midlands -9 392 £35,000 -9.09% 158
North East -15 154 £48,445 +7.65% 91
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
1 352 (5.35%) Microsoft Exchange
2 346 (5.26%) SharePoint
3 74 (1.13%) Confluence
4 65 (0.99%) CMS
5 53 (0.81%) Apache
6 41 (0.62%) Apache Airflow
7 35 (0.53%) IIS
8 33 (0.50%) Apache Spark
9 26 (0.40%) WordPress
10 17 (0.26%) SAS
11 14 (0.21%) Palantir Foundry
12 10 (0.15%) Exchange Server 2013
13 9 (0.14%) Oracle SOA Suite
14 8 (0.12%) Exchange Server 2007
14 8 (0.12%) Exchange Server 2010
15 7 (0.11%) OpenEdge
16 6 (0.091%) Drupal
16 6 (0.091%) Moodle
16 6 (0.091%) nginx
17 5 (0.076%) Skype for Business
Applications
1 399 (6.07%) Microsoft Office
2 343 (5.22%) Microsoft Excel
3 60 (0.91%) Microsoft PowerPoint
4 49 (0.75%) Spreadsheet
5 38 (0.58%) MS Visio
6 28 (0.43%) Microsoft Project
7 15 (0.23%) Chatbot
8 9 (0.14%) Adobe Creative Suite
8 9 (0.14%) Adobe Illustrator
8 9 (0.14%) AutoCAD
8 9 (0.14%) SOLIDWORKS
9 8 (0.12%) Fusion 360
10 6 (0.091%) Photoshop
10 6 (0.091%) Trello
11 4 (0.061%) Maya
11 4 (0.061%) Simulink
12 3 (0.046%) Acrobat
12 3 (0.046%) Autodesk Inventor
12 3 (0.046%) Blender
13 2 (0.030%) Adobe XD
Business Applications
1 64 (0.97%) SAP S/4HANA
2 61 (0.93%) Dynamics CRM
3 31 (0.47%) NetSuite
4 22 (0.33%) Salesforce CRM
5 20 (0.30%) Shopify
6 17 (0.26%) Oracle EBS
7 16 (0.24%) Magento
8 15 (0.23%) Dynamics NAV
9 14 (0.21%) SAP ERP
10 13 (0.20%) SAP CO
11 11 (0.17%) iTrent
11 11 (0.17%) Maximo
12 10 (0.15%) IBM Planning Analytics
13 9 (0.14%) Dynamics AX
14 8 (0.12%) Endur
14 8 (0.12%) Sage 50
15 7 (0.11%) Elite 3E
15 7 (0.11%) Q-Pulse
15 7 (0.11%) SAP Business One
15 7 (0.11%) Workday HCM
Cloud Services
1 1,400 (21.29%) Azure
2 1,032 (15.70%) Microsoft 365
3 829 (12.61%) AWS
4 496 (7.54%) Power Platform
5 323 (4.91%) SaaS
6 283 (4.30%) GCP
7 282 (4.29%) Entra ID
8 172 (2.62%) Azure DevOps
8 172 (2.62%) Serverless
9 142 (2.16%) GitHub
10 131 (1.99%) Dynamics 365
11 118 (1.79%) Power Automate
12 98 (1.49%) PowerApps
13 89 (1.35%) Amazon S3
14 83 (1.26%) Google Workspace
15 80 (1.22%) OneDrive
16 76 (1.16%) PaaS
17 72 (1.10%) IaaS
18 70 (1.06%) AWS Lambda
18 70 (1.06%) GitHub Actions
Communications & Networking
1 405 (6.16%) Firewall
2 377 (5.73%) DNS
3 318 (4.84%) DHCP
4 258 (3.92%) VPN
5 228 (3.47%) WAN
6 198 (3.01%) LAN
7 197 (3.00%) Wi-Fi
8 192 (2.92%) TCP/IP
9 178 (2.71%) Broadband
10 126 (1.92%) VLAN
11 121 (1.84%) Wireless
12 103 (1.57%) VoIP
13 84 (1.28%) Network Security
14 67 (1.02%) SD-WAN
15 48 (0.73%) SAN
16 44 (0.67%) BGP
17 43 (0.65%) Internet
17 43 (0.65%) OSPF
18 33 (0.50%) HTTP
19 32 (0.49%) VXLAN
Database & Business Intelligence
1 390 (5.93%) Power BI
2 286 (4.35%) SQL Server
3 125 (1.90%) Data Warehouse
4 111 (1.69%) Tableau
5 107 (1.63%) NoSQL
6 96 (1.46%) PostgreSQL
7 87 (1.32%) Amazon RDS
8 85 (1.29%) MySQL
9 83 (1.26%) Relational Database
10 75 (1.14%) SQL Server Reporting Services
11 66 (1.00%) SQL Server Integration Services
12 58 (0.88%) Big Data
13 53 (0.81%) Power Query
14 49 (0.75%) MongoDB
15 45 (0.68%) Amazon Redshift
16 40 (0.61%) Azure SQL Database
16 40 (0.61%) DynamoDB
17 38 (0.58%) Data Lake
17 38 (0.58%) Metadata
18 26 (0.40%) Oracle Reports
Development Applications
1 282 (4.29%) Git
2 209 (3.18%) JIRA
3 97 (1.48%) GitLab
4 96 (1.46%) Jenkins
5 30 (0.46%) Rational DOORS
6 26 (0.40%) Selenium
7 20 (0.30%) JUnit
7 20 (0.30%) Visual Studio
8 19 (0.29%) Chocolatey
8 19 (0.29%) Maven
9 18 (0.27%) Cucumber
9 18 (0.27%) Cypress.io
10 16 (0.24%) Burp Suite
10 16 (0.24%) Metasploit
11 15 (0.23%) CircleCI
12 14 (0.21%) SonarQube
12 14 (0.21%) Subversion
13 13 (0.20%) Bitbucket
13 13 (0.20%) SQL Server Management Studio (SSMS)
13 13 (0.20%) TeamCity
General
1 3,049 (46.37%) Social Skills
2 1,941 (29.52%) Analytical Skills
3 1,336 (20.32%) Finance
4 425 (6.46%) Organisational Skills
5 363 (5.52%) Inclusion and Diversity
6 357 (5.43%) Manufacturing
7 333 (5.06%) Law
8 324 (4.93%) Marketing
9 284 (4.32%) Retail
10 272 (4.14%) Public Sector
11 271 (4.12%) Legal
12 262 (3.98%) Banking
13 164 (2.49%) Telecoms
14 142 (2.16%) Electronics
15 136 (2.07%) Presentation Skills
16 111 (1.69%) Influencing Skills
17 106 (1.61%) Documentation Skills
18 85 (1.29%) Aerospace
19 84 (1.28%) Advertising
20 74 (1.13%) Games
Job Titles
1 858 (13.05%) Analyst
2 822 (12.50%) Senior
3 680 (10.34%) IT Support
4 626 (9.52%) Developer
5 585 (8.90%) Support Engineer
6 414 (6.30%) IT Engineer
7 403 (6.13%) Lead
8 324 (4.93%) IT Support Engineer
9 291 (4.43%) Consultant
10 244 (3.71%) Support Analyst
10 244 (3.71%) Support Technician
11 230 (3.50%) Architect
12 223 (3.39%) Software Engineer
13 215 (3.27%) Systems Engineer
14 189 (2.87%) Infrastructure Engineer
15 182 (2.77%) IT Technician
16 175 (2.66%) Technical Support
17 161 (2.45%) 2nd Line Support
18 158 (2.40%) Business Analyst
18 158 (2.40%) Senior Developer
Libraries, Frameworks & Software Standards
1 267 (4.06%) .NET
2 251 (3.82%) React
3 212 (3.22%) HTML
4 181 (2.75%) CSS
5 171 (2.60%) REST
6 132 (2.01%) Node.js
7 125 (1.90%) RESTful
8 95 (1.44%) SOAP
9 86 (1.31%) Middleware
10 82 (1.25%) JSON
11 80 (1.22%) Spring
12 68 (1.03%) XML
13 67 (1.02%) Vue
14 66 (1.00%) AngularJS
15 64 (0.97%) Kafka
16 61 (0.93%) OAuth
17 56 (0.85%) gRPC
18 55 (0.84%) Web Services
19 52 (0.79%) EDI
20 51 (0.78%) Spring Boot
Miscellaneous
1 401 (6.10%) Driving Licence
2 376 (5.72%) Onboarding
3 303 (4.61%) Self-Motivation
4 234 (3.56%) Management Information System
5 214 (3.25%) Cloud Native
6 189 (2.87%) Product Ownership
7 165 (2.51%) Data Centre
8 152 (2.31%) Distributed Systems
9 137 (2.08%) Legacy Systems
10 128 (1.95%) Analytical Mindset
11 98 (1.49%) Mobile App
12 91 (1.38%) Social Media
13 83 (1.26%) Data Structures
13 83 (1.26%) Enterprise Software
14 71 (1.08%) Algorithms
14 71 (1.08%) Low-Code
15 69 (1.05%) Security Posture
16 66 (1.00%) Virtual Team
17 60 (0.91%) Public Cloud
17 60 (0.91%) Video\Live Streaming
Operating Systems
1 1,030 (15.67%) Windows
2 436 (6.63%) Windows Server
3 423 (6.43%) Linux
4 164 (2.49%) Windows 10
5 116 (1.76%) Windows Server 2016
6 106 (1.61%) Android
7 83 (1.26%) Apple iOS
8 80 (1.22%) Mac OS
9 66 (1.00%) Windows Server 2019
10 45 (0.68%) Unix
11 41 (0.62%) Red Hat Enterprise Linux
12 33 (0.50%) CentOS
13 31 (0.47%) Windows Server 2012
14 30 (0.46%) Ubuntu
15 25 (0.38%) VMS
16 16 (0.24%) Windows 7
17 14 (0.21%) Mac OS X
18 10 (0.15%) Debian
19 7 (0.11%) Windows 8
19 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,264 (19.22%) Continuous Improvement
2 1,044 (15.88%) Agile
3 959 (14.59%) Customer Service
4 732 (11.13%) AI
5 727 (11.06%) Mentoring
6 715 (10.87%) CI/CD
7 704 (10.71%) Decision-Making
8 631 (9.60%) Analytics
9 625 (9.51%) DevOps
10 553 (8.41%) Software Engineering
11 543 (8.26%) ITIL
12 542 (8.24%) Stakeholder Management
13 515 (7.83%) Roadmaps
14 503 (7.65%) Computer Science
15 479 (7.29%) Project Management
16 461 (7.01%) Business Intelligence
17 457 (6.95%) Cybersecurity
18 447 (6.80%) Coaching
19 423 (6.43%) Collaborative Working
20 375 (5.70%) ERP
Programming Languages
1 1,014 (15.42%) Python
2 971 (14.77%) SQL
3 449 (6.83%) JavaScript
4 335 (5.10%) Java
5 327 (4.97%) C#
6 297 (4.52%) PowerShell
7 195 (2.97%) TypeScript
8 154 (2.34%) Bash
9 130 (1.98%) C++
10 92 (1.40%) PHP
11 86 (1.31%) Go
12 64 (0.97%) Scala
13 57 (0.87%) C
13 57 (0.87%) Data Analysis Expressions
14 49 (0.75%) T-SQL
15 45 (0.68%) R
16 44 (0.67%) PL/SQL
17 41 (0.62%) Rust
18 37 (0.56%) Apex Code
19 36 (0.55%) Kotlin
Qualifications
1 1,105 (16.81%) Degree
2 506 (7.70%) Security Cleared
3 344 (5.23%) SC Cleared
4 251 (3.82%) Computer Science Degree
5 224 (3.41%) DBS Check
6 191 (2.90%) Microsoft Certification
7 116 (1.76%) DV Cleared
8 113 (1.72%) Cisco Certification
9 111 (1.69%) CISSP
10 109 (1.66%) Master's Degree
11 88 (1.34%) Azure Certification
12 82 (1.25%) BPSS Clearance
13 81 (1.23%) A+ Certification
13 81 (1.23%) PMI Certification
14 72 (1.10%) CCNA
15 69 (1.05%) PMP
16 62 (0.94%) ACCA
17 58 (0.88%) Network+ Certification
18 57 (0.87%) CIMA
19 56 (0.85%) HNC
Quality Assurance & Compliance
1 344 (5.23%) QA
2 314 (4.78%) Data Quality
3 262 (3.98%) GDPR
4 196 (2.98%) SLA
5 170 (2.59%) Cyber Essentials
6 153 (2.33%) ISO/IEC 27001
7 144 (2.19%) Accessibility
8 139 (2.11%) NIST
9 123 (1.87%) PCI DSS
10 47 (0.71%) Cyber Essentials PLUS
11 39 (0.59%) PMO
12 34 (0.52%) ISO 9001
13 28 (0.43%) SOC 2
14 27 (0.41%) GRC
15 24 (0.37%) COBIT
16 22 (0.33%) Actionable Recommendations
17 16 (0.24%) GMP
18 13 (0.20%) IFRS
19 12 (0.18%) Sarbanes-Oxley
19 12 (0.18%) TickIT
System Software
1 697 (10.60%) Active Directory
2 283 (4.30%) Docker
3 220 (3.35%) Hyper-V
4 202 (3.07%) VMware Infrastructure
5 56 (0.85%) Terminal Server
6 45 (0.68%) Virtual Desktop
7 38 (0.58%) Firmware
8 25 (0.38%) Virtual Machines
9 23 (0.35%) vSphere
10 15 (0.23%) KVM
10 15 (0.23%) VMware ESXi
11 10 (0.15%) IAG
12 7 (0.11%) VMware Workstation
12 7 (0.11%) XenApp
13 6 (0.091%) Embedded Firmware
13 6 (0.091%) VMware NSX
14 4 (0.061%) Microsoft Virtual Server
14 4 (0.061%) Slurm Workload Manager
14 4 (0.061%) Virtual Servers
15 3 (0.046%) ClearTrust
Systems Management
1 292 (4.44%) Terraform
2 249 (3.79%) Microsoft Intune
3 238 (3.62%) Kubernetes
4 142 (2.16%) Ansible
5 89 (1.35%) Grafana
6 81 (1.23%) SCCM
7 54 (0.82%) Prometheus
8 37 (0.56%) Nagios
9 31 (0.47%) Single Sign-On
10 20 (0.30%) Active Directory Federation Services
11 18 (0.27%) Kibana
12 14 (0.21%) Autotask
12 14 (0.21%) FortiGate
12 14 (0.21%) vCenter Server
13 13 (0.20%) Jamf Pro
14 12 (0.18%) Puppet
15 11 (0.17%) Argo
15 11 (0.17%) Nessus
16 10 (0.15%) Docker Swarm
16 10 (0.15%) Kubeflow
Vendors
1 1,751 (26.63%) Microsoft
2 297 (4.52%) VMware
3 184 (2.80%) Oracle
4 169 (2.57%) Google
5 157 (2.39%) SAP
6 156 (2.37%) Cisco
7 138 (2.10%) Salesforce
8 128 (1.95%) ServiceNow
9 127 (1.93%) SolarWinds
10 119 (1.81%) Veeam
11 110 (1.67%) Databricks
12 107 (1.63%) Splunk
13 80 (1.22%) Apple
14 66 (1.00%) Adobe
15 58 (0.88%) Dell
16 57 (0.87%) Nimble Storage
17 56 (0.85%) Brocade
17 56 (0.85%) Tanium
18 53 (0.81%) Meraki
19 51 (0.78%) Red Hat