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

6 months to
23 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 6,436 7,218 12,326
As % of all permanent jobs in England 8.23% 19.27% 14.91%
As % of the Processes & Methodologies category 10.92% 20.73% 17.38%
Number of salaries quoted 4,492 4,588 8,501
10th Percentile £27,250 £28,213 £26,045
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -9.09%
75th Percentile £68,750 £73,886 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,500 £52,500 £50,000
% change year-on-year -9.52% +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 58,933 34,823 70,921
As % of all permanent jobs advertised in England 75.34% 92.97% 85.77%
Number of salaries quoted 37,117 20,713 53,660
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,591 £60,000 £55,000
Median % change year-on-year -4.02% +9.09% -12.00%
75th Percentile £78,750 £80,000 £73,750
90th Percentile £100,000 £102,500 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.57%

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 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 23 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% 762
North of England -17 1,286 £42,500 -7.61% 560
South East -8 1,177 £45,000 -10.00% 731
Midlands -23 900 £40,000 -11.11% 439
North West -14 667 £42,500 -11.46% 303
South West -8 549 £43,500 -3.33% 294
West Midlands -25 538 £42,500 -15.84% 245
Yorkshire -10 491 £40,000 -4.76% 174
East of England -9 459 £40,339 -19.32% 275
East Midlands -7 359 £35,000 -9.09% 194
North East -13 128 £48,472 +7.72% 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
1 334 (5.19%) Microsoft Exchange
2 295 (4.58%) SharePoint
3 68 (1.06%) Confluence
4 55 (0.85%) Apache
5 53 (0.82%) CMS
6 44 (0.68%) Apache Airflow
7 34 (0.53%) Apache Spark
8 29 (0.45%) WordPress
9 28 (0.44%) IIS
10 15 (0.23%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.19%) nginx
13 10 (0.16%) Exchange Server 2013
14 9 (0.14%) Drupal
15 8 (0.12%) Exchange Server 2007
15 8 (0.12%) Exchange Server 2010
16 5 (0.078%) Anypoint
16 5 (0.078%) OpenStack
16 5 (0.078%) Oracle SOA Suite
16 5 (0.078%) Skype for Business
Applications
1 429 (6.67%) Microsoft Office
2 346 (5.38%) Microsoft Excel
3 65 (1.01%) Microsoft PowerPoint
4 44 (0.68%) Spreadsheet
5 39 (0.61%) MS Visio
6 30 (0.47%) Microsoft Project
7 13 (0.20%) Chatbot
8 11 (0.17%) Adobe Illustrator
9 10 (0.16%) Photoshop
10 9 (0.14%) Adobe Creative Suite
10 9 (0.14%) Fusion 360
10 9 (0.14%) Maya
11 8 (0.12%) AutoCAD
12 4 (0.062%) Adobe XD
13 3 (0.047%) Elementor
13 3 (0.047%) Simulink
13 3 (0.047%) SOLIDWORKS
13 3 (0.047%) Trello
14 2 (0.031%) Acrobat
14 2 (0.031%) Adobe Premiere
Business Applications
1 53 (0.82%) Dynamics CRM
2 51 (0.79%) SAP S/4HANA
3 33 (0.51%) NetSuite
4 21 (0.33%) Salesforce CRM
5 16 (0.25%) Shopify
6 15 (0.23%) Dynamics NAV
7 14 (0.22%) Magento
7 14 (0.22%) Maximo
7 14 (0.22%) SAP CO
8 13 (0.20%) Endur
9 12 (0.19%) iTrent
10 11 (0.17%) SAP ERP
11 10 (0.16%) Workday HCM
12 8 (0.12%) Elite 3E
12 8 (0.12%) Oracle EBS
12 8 (0.12%) SAP Business One
13 7 (0.11%) Dynamics AX
13 7 (0.11%) Q-Pulse
13 7 (0.11%) Sage 200
13 7 (0.11%) Sage X3
Cloud Services
1 1,346 (20.91%) Azure
2 974 (15.13%) Microsoft 365
3 797 (12.38%) AWS
4 483 (7.50%) Power Platform
5 340 (5.28%) SaaS
6 292 (4.54%) GCP
7 275 (4.27%) Entra ID
8 181 (2.81%) Serverless
9 173 (2.69%) GitHub
10 162 (2.52%) Azure DevOps
11 122 (1.90%) Power Automate
12 108 (1.68%) Dynamics 365
13 98 (1.52%) Amazon S3
14 87 (1.35%) AWS Lambda
15 86 (1.34%) Google Workspace
16 83 (1.29%) GitHub Actions
17 82 (1.27%) Azure Data Factory
18 78 (1.21%) PowerApps
19 77 (1.20%) AWS CloudFormation
20 74 (1.15%) PaaS
Communications & Networking
1 388 (6.03%) DNS
2 381 (5.92%) Firewall
3 329 (5.11%) DHCP
4 257 (3.99%) VPN
5 221 (3.43%) WAN
6 206 (3.20%) Wi-Fi
7 194 (3.01%) TCP/IP
8 190 (2.95%) LAN
9 179 (2.78%) Broadband
10 114 (1.77%) VLAN
11 113 (1.76%) Wireless
12 96 (1.49%) VoIP
13 67 (1.04%) SD-WAN
14 62 (0.96%) Network Security
15 49 (0.76%) SAN
16 40 (0.62%) Internet
17 33 (0.51%) HTTP
18 29 (0.45%) BGP
18 29 (0.45%) OSPF
19 28 (0.44%) Structured Cabling
Database & Business Intelligence
1 407 (6.32%) Power BI
2 285 (4.43%) SQL Server
3 127 (1.97%) Data Warehouse
4 117 (1.82%) NoSQL
4 117 (1.82%) Tableau
5 96 (1.49%) PostgreSQL
6 91 (1.41%) Relational Database
7 80 (1.24%) MySQL
8 75 (1.17%) SQL Server Reporting Services
9 74 (1.15%) Amazon RDS
10 57 (0.89%) SQL Server Integration Services
11 56 (0.87%) Power Query
12 55 (0.85%) MongoDB
13 53 (0.82%) DynamoDB
14 49 (0.76%) Azure SQL Database
15 45 (0.70%) Amazon Redshift
16 43 (0.67%) Metadata
17 40 (0.62%) Big Data
17 40 (0.62%) Data Lake
18 27 (0.42%) DB2
Development Applications
1 273 (4.24%) Git
2 216 (3.36%) JIRA
3 113 (1.76%) Jenkins
4 103 (1.60%) GitLab
5 41 (0.64%) Selenium
6 25 (0.39%) Visual Studio
7 23 (0.36%) Cucumber
8 21 (0.33%) Cypress.io
8 21 (0.33%) Maven
8 21 (0.33%) Rational DOORS
9 20 (0.31%) SonarQube
10 19 (0.30%) Chocolatey
11 18 (0.28%) Bitbucket
12 17 (0.26%) Burp Suite
12 17 (0.26%) CircleCI
12 17 (0.26%) Metasploit
13 14 (0.22%) JUnit
13 14 (0.22%) TeamCity
14 13 (0.20%) LabVIEW
15 11 (0.17%) SQL Server Management Studio (SSMS)
General
1 3,052 (47.42%) Social Skills
2 1,935 (30.07%) Analytical Skills
3 1,401 (21.77%) Finance
4 439 (6.82%) Organisational Skills
5 365 (5.67%) Inclusion and Diversity
6 346 (5.38%) Marketing
7 312 (4.85%) Manufacturing
8 303 (4.71%) Retail
9 299 (4.65%) Banking
10 298 (4.63%) Law
11 281 (4.37%) Legal
12 278 (4.32%) Public Sector
13 158 (2.45%) Presentation Skills
14 153 (2.38%) Telecoms
15 143 (2.22%) Electronics
16 103 (1.60%) Documentation Skills
17 85 (1.32%) Games
18 82 (1.27%) Automotive
19 79 (1.23%) Advertising
20 73 (1.13%) Influencing Skills
Job Titles
1 914 (14.20%) Analyst
2 779 (12.10%) Senior
3 706 (10.97%) IT Support
4 623 (9.68%) Support Engineer
5 568 (8.83%) Developer
6 403 (6.26%) Lead
7 391 (6.08%) IT Engineer
8 314 (4.88%) IT Support Engineer
9 282 (4.38%) Support Analyst
10 246 (3.82%) Consultant
11 220 (3.42%) Support Technician
12 219 (3.40%) Architect
13 198 (3.08%) Business Analyst
14 193 (3.00%) Software Engineer
15 191 (2.97%) Infrastructure Engineer
16 186 (2.89%) 2nd Line Support
17 183 (2.84%) Technical Support
18 172 (2.67%) Systems Engineer
19 166 (2.58%) IT Technician
20 150 (2.33%) Administrator
Libraries, Frameworks & Software Standards
1 247 (3.84%) React
2 240 (3.73%) .NET
3 215 (3.34%) HTML
4 180 (2.80%) CSS
5 149 (2.32%) Node.js
6 145 (2.25%) REST
7 120 (1.86%) RESTful
8 81 (1.26%) Middleware
9 74 (1.15%) JSON
9 74 (1.15%) SOAP
10 70 (1.09%) Spring
11 68 (1.06%) XML
12 65 (1.01%) Vue
13 63 (0.98%) Kafka
14 61 (0.95%) AngularJS
15 55 (0.85%) Django
16 53 (0.82%) Web Services
17 52 (0.81%) OAuth
18 51 (0.79%) Flask
19 50 (0.78%) gRPC
Miscellaneous
1 425 (6.60%) Onboarding
2 413 (6.42%) Driving Licence
3 354 (5.50%) Self-Motivation
4 203 (3.15%) Management Information System
5 192 (2.98%) Cloud Native
6 167 (2.59%) Analytical Mindset
7 166 (2.58%) Product Ownership
8 153 (2.38%) Distributed Systems
9 141 (2.19%) Data Centre
10 117 (1.82%) Legacy Systems
11 101 (1.57%) Enterprise Software
12 91 (1.41%) Mobile App
12 91 (1.41%) Social Media
13 83 (1.29%) Data Structures
14 70 (1.09%) Low-Code
15 66 (1.03%) Security Posture
16 64 (0.99%) Algorithms
17 58 (0.90%) Video\Live Streaming
18 56 (0.87%) Virtual Team
19 55 (0.85%) IoT
Operating Systems
1 1,043 (16.21%) Windows
2 398 (6.18%) Windows Server
3 393 (6.11%) Linux
4 171 (2.66%) Windows 10
5 108 (1.68%) Windows Server 2016
6 105 (1.63%) Android
7 88 (1.37%) Apple iOS
8 87 (1.35%) Mac OS
9 54 (0.84%) Windows Server 2019
10 48 (0.75%) Unix
11 42 (0.65%) Red Hat Enterprise Linux
12 36 (0.56%) Windows Server 2012
13 33 (0.51%) CentOS
14 28 (0.44%) Ubuntu
15 25 (0.39%) VMS
16 19 (0.30%) Windows 7
17 16 (0.25%) Mac OS X
18 11 (0.17%) Debian
19 9 (0.14%) Windows 8
20 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,183 (18.38%) Continuous Improvement
2 1,017 (15.80%) Agile
3 934 (14.51%) Customer Service
4 682 (10.60%) Decision-Making
5 677 (10.52%) AI
6 676 (10.50%) CI/CD
7 671 (10.43%) Mentoring
8 638 (9.91%) Analytics
9 615 (9.56%) DevOps
10 585 (9.09%) ITIL
11 533 (8.28%) Project Management
12 528 (8.20%) Business Intelligence
13 500 (7.77%) Stakeholder Management
14 490 (7.61%) Computer Science
15 473 (7.35%) Software Engineering
16 441 (6.85%) Roadmaps
17 438 (6.81%) Cybersecurity
18 414 (6.43%) Coaching
19 355 (5.52%) Collaborative Working
20 354 (5.50%) Process Improvement
Programming Languages
1 981 (15.24%) Python
2 895 (13.91%) SQL
3 419 (6.51%) JavaScript
4 342 (5.31%) Java
5 301 (4.68%) PowerShell
6 256 (3.98%) C#
7 192 (2.98%) TypeScript
8 153 (2.38%) Bash
9 90 (1.40%) C++
9 90 (1.40%) Go
10 80 (1.24%) Data Analysis Expressions
10 80 (1.24%) PHP
11 65 (1.01%) Scala
12 52 (0.81%) C
13 43 (0.67%) T-SQL
14 38 (0.59%) Kotlin
15 36 (0.56%) Rust
16 34 (0.53%) Bicep
17 31 (0.48%) Apex Code
17 31 (0.48%) R
Qualifications
1 1,202 (18.68%) Degree
2 425 (6.60%) Security Cleared
3 262 (4.07%) SC Cleared
4 247 (3.84%) Computer Science Degree
5 206 (3.20%) DBS Check
6 180 (2.80%) Microsoft Certification
7 126 (1.96%) Master's Degree
8 112 (1.74%) CISSP
9 108 (1.68%) DV Cleared
10 96 (1.49%) Cisco Certification
11 89 (1.38%) A+ Certification
12 81 (1.26%) BPSS Clearance
13 79 (1.23%) PMI Certification
14 78 (1.21%) ACCA
15 68 (1.06%) CIMA
16 66 (1.03%) CCNA
17 64 (0.99%) PMP
18 60 (0.93%) Network+ Certification
19 56 (0.87%) AWS Certification
20 54 (0.84%) Azure Certification
Quality Assurance & Compliance
1 313 (4.86%) QA
2 300 (4.66%) Data Quality
3 251 (3.90%) GDPR
4 168 (2.61%) SLA
5 157 (2.44%) ISO/IEC 27001
6 144 (2.24%) Cyber Essentials
7 137 (2.13%) NIST
8 116 (1.80%) PCI DSS
9 101 (1.57%) Accessibility
10 48 (0.75%) Cyber Essentials PLUS
11 33 (0.51%) ISO 9001
11 33 (0.51%) SOC 2
12 29 (0.45%) Actionable Recommendations
13 27 (0.42%) PMO
14 26 (0.40%) COBIT
15 25 (0.39%) GRC
16 14 (0.22%) GMP
17 11 (0.17%) HIPAA
17 11 (0.17%) Sarbanes-Oxley
17 11 (0.17%) TickIT
System Software
1 707 (10.99%) Active Directory
2 297 (4.61%) Docker
3 196 (3.05%) Hyper-V
4 165 (2.56%) VMware Infrastructure
5 49 (0.76%) Terminal Server
6 38 (0.59%) Virtual Desktop
7 35 (0.54%) Firmware
8 31 (0.48%) Virtual Machines
9 19 (0.30%) vSphere
10 14 (0.22%) KVM
11 9 (0.14%) IAG
11 9 (0.14%) VMware ESXi
11 9 (0.14%) VMware Workstation
12 7 (0.11%) XenApp
13 5 (0.078%) Slurm Workload Manager
13 5 (0.078%) Virtual Servers
14 4 (0.062%) Microsoft Virtual Server
15 3 (0.047%) Embedded Firmware
15 3 (0.047%) VMware NSX
16 2 (0.031%) BitLocker
Systems Management
1 298 (4.63%) Terraform
2 243 (3.78%) Microsoft Intune
3 228 (3.54%) Kubernetes
4 153 (2.38%) Ansible
5 91 (1.41%) Grafana
6 84 (1.31%) SCCM
7 50 (0.78%) Prometheus
8 30 (0.47%) Nagios
8 30 (0.47%) Single Sign-On
9 24 (0.37%) Active Directory Federation Services
10 20 (0.31%) BMC PATROL
11 19 (0.30%) Kibana
12 15 (0.23%) Argo
12 15 (0.23%) Autotask
13 14 (0.22%) Jamf Pro
14 13 (0.20%) Puppet
14 13 (0.20%) vCenter Server
15 12 (0.19%) Cisco CUCM
15 12 (0.19%) Nessus
16 10 (0.16%) WSUS
Vendors
1 1,671 (25.96%) Microsoft
2 253 (3.93%) VMware
3 184 (2.86%) Oracle
4 158 (2.45%) SAP
5 157 (2.44%) Google
6 148 (2.30%) ServiceNow
7 137 (2.13%) Cisco
8 134 (2.08%) Salesforce
9 117 (1.82%) Databricks
10 115 (1.79%) SolarWinds
11 104 (1.62%) Veeam
12 101 (1.57%) Splunk
13 82 (1.27%) Apple
14 76 (1.18%) Adobe
15 67 (1.04%) Dell
16 58 (0.90%) Red Hat
17 50 (0.78%) Tanium
18 49 (0.76%) Brocade
18 49 (0.76%) Dynatrace
18 49 (0.76%) Nimble Storage