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

6 months to
24 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 6,420 7,186 12,376
As % of all permanent jobs in England 8.19% 19.22% 14.93%
As % of the Processes & Methodologies category 10.88% 20.68% 17.42%
Number of salaries quoted 4,480 4,567 8,497
10th Percentile £27,500 £28,000 £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 £73,750 £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 59,005 34,747 71,049
As % of all permanent jobs advertised in England 75.29% 92.96% 85.73%
Number of salaries quoted 37,172 20,692 53,693
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £58,000 £60,000 £55,000
Median % change year-on-year -3.33% +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 24 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 24 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% 664
North of England -18 1,282 £42,500 -7.61% 506
South East -8 1,172 £46,000 -8.00% 695
Midlands -23 896 £40,000 -11.11% 399
North West -17 665 £42,500 -11.46% 286
South West -7 551 £43,500 -3.33% 253
West Midlands -25 536 £42,500 -15.84% 227
Yorkshire -11 489 £40,000 -4.76% 153
East of England -8 457 £40,678 -18.65% 240
East Midlands -7 357 £35,000 -9.09% 172
North East -13 128 £48,472 +7.72% 76
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 (5.20%) Microsoft Exchange
2 296 (4.61%) SharePoint
3 69 (1.07%) Confluence
4 55 (0.86%) Apache
5 52 (0.81%) CMS
6 44 (0.69%) Apache Airflow
7 34 (0.53%) Apache Spark
8 27 (0.42%) WordPress
9 26 (0.40%) 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
1 424 (6.60%) Microsoft Office
2 345 (5.37%) Microsoft Excel
3 63 (0.98%) Microsoft PowerPoint
4 44 (0.69%) Spreadsheet
5 39 (0.61%) MS Visio
6 31 (0.48%) Microsoft Project
7 14 (0.22%) Chatbot
8 11 (0.17%) Adobe Illustrator
9 9 (0.14%) Fusion 360
9 9 (0.14%) Maya
10 8 (0.12%) Adobe Creative Suite
10 8 (0.12%) AutoCAD
10 8 (0.12%) Photoshop
11 3 (0.047%) Adobe XD
11 3 (0.047%) Elementor
11 3 (0.047%) Simulink
11 3 (0.047%) SOLIDWORKS
11 3 (0.047%) Trello
12 2 (0.031%) Notion
12 2 (0.031%) Sketch
Business Applications
1 53 (0.83%) 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%) SAP CO
8 13 (0.20%) Endur
8 13 (0.20%) Maximo
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
13 7 (0.11%) Dynamics AX
13 7 (0.11%) Q-Pulse
13 7 (0.11%) Sage 200
13 7 (0.11%) Sage X3
13 7 (0.11%) SAP Business One
Cloud Services
1 1,345 (20.95%) Azure
2 970 (15.11%) Microsoft 365
3 794 (12.37%) AWS
4 482 (7.51%) Power Platform
5 340 (5.30%) SaaS
6 292 (4.55%) GCP
7 277 (4.31%) Entra ID
8 179 (2.79%) Serverless
9 172 (2.68%) GitHub
10 161 (2.51%) Azure DevOps
11 121 (1.88%) Power Automate
12 109 (1.70%) Dynamics 365
13 98 (1.53%) Amazon S3
14 87 (1.36%) AWS Lambda
14 87 (1.36%) Google Workspace
15 84 (1.31%) GitHub Actions
16 82 (1.28%) Azure Data Factory
17 77 (1.20%) AWS CloudFormation
17 77 (1.20%) PowerApps
18 75 (1.17%) PaaS
Communications & Networking
1 386 (6.01%) DNS
2 382 (5.95%) Firewall
3 327 (5.09%) DHCP
4 256 (3.99%) VPN
5 220 (3.43%) WAN
6 206 (3.21%) Wi-Fi
7 192 (2.99%) TCP/IP
8 189 (2.94%) LAN
9 181 (2.82%) Broadband
10 114 (1.78%) VLAN
11 110 (1.71%) Wireless
12 97 (1.51%) VoIP
13 67 (1.04%) SD-WAN
14 61 (0.95%) Network Security
15 50 (0.78%) SAN
16 39 (0.61%) Internet
17 34 (0.53%) HTTP
18 29 (0.45%) BGP
18 29 (0.45%) OSPF
19 28 (0.44%) Structured Cabling
Database & Business Intelligence
1 405 (6.31%) Power BI
2 288 (4.49%) SQL Server
3 127 (1.98%) Data Warehouse
4 118 (1.84%) NoSQL
5 116 (1.81%) Tableau
6 96 (1.50%) PostgreSQL
7 90 (1.40%) Relational Database
8 80 (1.25%) MySQL
9 74 (1.15%) Amazon RDS
9 74 (1.15%) SQL Server Reporting Services
10 57 (0.89%) SQL Server Integration Services
11 56 (0.87%) Power Query
12 55 (0.86%) MongoDB
13 52 (0.81%) DynamoDB
14 49 (0.76%) Azure SQL Database
15 45 (0.70%) Amazon Redshift
16 43 (0.67%) Metadata
17 41 (0.64%) Data Lake
18 40 (0.62%) Big Data
19 26 (0.40%) BigQuery
Development Applications
1 274 (4.27%) 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%) Chocolatey
9 20 (0.31%) SonarQube
10 18 (0.28%) Bitbucket
11 17 (0.26%) Burp Suite
11 17 (0.26%) CircleCI
11 17 (0.26%) Metasploit
12 14 (0.22%) JUnit
12 14 (0.22%) TeamCity
13 13 (0.20%) LabVIEW
14 11 (0.17%) SQL Server Management Studio (SSMS)
General
1 3,041 (47.37%) Social Skills
2 1,931 (30.08%) Analytical Skills
3 1,399 (21.79%) Finance
4 434 (6.76%) Organisational Skills
5 366 (5.70%) Inclusion and Diversity
6 343 (5.34%) Marketing
7 311 (4.84%) Manufacturing
8 300 (4.67%) Banking
8 300 (4.67%) Retail
9 297 (4.63%) Law
10 280 (4.36%) Legal
11 278 (4.33%) Public Sector
12 157 (2.45%) Presentation Skills
13 154 (2.40%) Telecoms
14 144 (2.24%) Electronics
15 102 (1.59%) Documentation Skills
16 86 (1.34%) Games
17 82 (1.28%) Automotive
18 79 (1.23%) Advertising
19 73 (1.14%) Influencing Skills
Job Titles
1 916 (14.27%) Analyst
2 776 (12.09%) Senior
3 691 (10.76%) IT Support
4 619 (9.64%) Support Engineer
5 570 (8.88%) Developer
6 400 (6.23%) Lead
7 388 (6.04%) IT Engineer
8 311 (4.84%) IT Support Engineer
9 278 (4.33%) Support Analyst
10 246 (3.83%) Consultant
11 218 (3.40%) Architect
11 218 (3.40%) Support Technician
12 200 (3.12%) Business Analyst
13 191 (2.98%) Software Engineer
14 190 (2.96%) Infrastructure Engineer
15 181 (2.82%) 2nd Line Support
15 181 (2.82%) Technical Support
16 174 (2.71%) Systems Engineer
17 164 (2.55%) IT Technician
18 147 (2.29%) Data Engineer
Libraries, Frameworks & Software Standards
1 244 (3.80%) React
2 238 (3.71%) .NET
3 213 (3.32%) HTML
4 177 (2.76%) CSS
5 149 (2.32%) REST
6 148 (2.31%) Node.js
7 121 (1.88%) RESTful
8 82 (1.28%) Middleware
9 78 (1.21%) SOAP
10 72 (1.12%) JSON
11 70 (1.09%) Spring
12 66 (1.03%) XML
13 63 (0.98%) Vue
14 62 (0.97%) AngularJS
14 62 (0.97%) Kafka
15 53 (0.83%) Django
16 52 (0.81%) OAuth
16 52 (0.81%) Web Services
17 50 (0.78%) gRPC
18 49 (0.76%) Spring Boot
Miscellaneous
1 425 (6.62%) Onboarding
2 409 (6.37%) Driving Licence
3 351 (5.47%) Self-Motivation
4 203 (3.16%) Management Information System
5 193 (3.01%) Cloud Native
6 168 (2.62%) Analytical Mindset
7 167 (2.60%) Product Ownership
8 152 (2.37%) Distributed Systems
9 142 (2.21%) Data Centre
10 118 (1.84%) Legacy Systems
11 100 (1.56%) Enterprise Software
12 91 (1.42%) Mobile App
13 90 (1.40%) Social Media
14 80 (1.25%) Data Structures
15 70 (1.09%) Low-Code
16 64 (1.00%) Algorithms
16 64 (1.00%) Security Posture
17 58 (0.90%) Video\Live Streaming
18 56 (0.87%) IoT
19 54 (0.84%) Virtual Team
Operating Systems
1 1,027 (16.00%) Windows
2 397 (6.18%) Windows Server
3 392 (6.11%) Linux
4 169 (2.63%) Windows 10
5 106 (1.65%) Android
5 106 (1.65%) Windows Server 2016
6 89 (1.39%) Apple iOS
7 83 (1.29%) Mac OS
8 53 (0.83%) Windows Server 2019
9 48 (0.75%) Unix
10 42 (0.65%) Red Hat Enterprise Linux
11 34 (0.53%) Windows Server 2012
12 33 (0.51%) CentOS
13 28 (0.44%) Ubuntu
14 25 (0.39%) VMS
15 19 (0.30%) Windows 7
16 16 (0.25%) Mac OS X
17 11 (0.17%) Debian
18 9 (0.14%) Windows 8
19 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,184 (18.44%) Continuous Improvement
2 1,015 (15.81%) Agile
3 934 (14.55%) Customer Service
4 683 (10.64%) Decision-Making
5 676 (10.53%) AI
6 675 (10.51%) CI/CD
7 667 (10.39%) Mentoring
8 637 (9.92%) Analytics
9 613 (9.55%) DevOps
10 581 (9.05%) ITIL
11 532 (8.29%) Project Management
12 525 (8.18%) Business Intelligence
13 500 (7.79%) Stakeholder Management
14 487 (7.59%) Computer Science
15 470 (7.32%) Software Engineering
16 442 (6.88%) Roadmaps
17 436 (6.79%) Cybersecurity
18 416 (6.48%) Coaching
19 355 (5.53%) Collaborative Working
20 351 (5.47%) Process Improvement
Programming Languages
1 980 (15.26%) Python
2 896 (13.96%) SQL
3 416 (6.48%) JavaScript
4 340 (5.30%) Java
5 298 (4.64%) PowerShell
6 257 (4.00%) C#
7 192 (2.99%) TypeScript
8 154 (2.40%) Bash
9 91 (1.42%) C++
10 90 (1.40%) Go
11 81 (1.26%) PHP
12 80 (1.25%) Data Analysis Expressions
13 64 (1.00%) Scala
14 52 (0.81%) C
15 42 (0.65%) T-SQL
16 37 (0.58%) Kotlin
17 36 (0.56%) Rust
18 34 (0.53%) Bicep
19 33 (0.51%) Apex Code
20 32 (0.50%) R
Qualifications
1 1,195 (18.61%) Degree
2 423 (6.59%) Security Cleared
3 261 (4.07%) SC Cleared
4 247 (3.85%) Computer Science Degree
5 207 (3.22%) DBS Check
6 179 (2.79%) Microsoft Certification
7 125 (1.95%) Master's Degree
8 113 (1.76%) CISSP
9 106 (1.65%) DV Cleared
10 98 (1.53%) Cisco Certification
11 88 (1.37%) A+ Certification
12 80 (1.25%) BPSS Clearance
13 78 (1.21%) ACCA
13 78 (1.21%) PMI Certification
14 68 (1.06%) CCNA
14 68 (1.06%) CIMA
15 63 (0.98%) PMP
16 58 (0.90%) Network+ Certification
17 56 (0.87%) AWS Certification
17 56 (0.87%) Azure Certification
Quality Assurance & Compliance
1 316 (4.92%) QA
2 300 (4.67%) Data Quality
3 250 (3.89%) GDPR
4 169 (2.63%) SLA
5 159 (2.48%) ISO/IEC 27001
6 145 (2.26%) Cyber Essentials
7 138 (2.15%) NIST
8 117 (1.82%) 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
1 701 (10.92%) Active Directory
2 296 (4.61%) Docker
3 191 (2.98%) Hyper-V
4 165 (2.57%) VMware Infrastructure
5 49 (0.76%) Terminal Server
6 39 (0.61%) Virtual Desktop
7 34 (0.53%) Firmware
8 30 (0.47%) 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
1 297 (4.63%) Terraform
2 242 (3.77%) Microsoft Intune
3 230 (3.58%) Kubernetes
4 153 (2.38%) Ansible
5 92 (1.43%) Grafana
6 83 (1.29%) SCCM
7 50 (0.78%) Prometheus
8 30 (0.47%) Single Sign-On
9 29 (0.45%) Nagios
10 23 (0.36%) Active Directory Federation Services
11 20 (0.31%) BMC PATROL
12 19 (0.30%) Kibana
13 15 (0.23%) Argo
13 15 (0.23%) Autotask
14 14 (0.22%) Jamf Pro
15 13 (0.20%) Puppet
16 12 (0.19%) Cisco CUCM
16 12 (0.19%) Nessus
16 12 (0.19%) vCenter Server
17 10 (0.16%) FortiGate
Vendors
1 1,665 (25.93%) Microsoft
2 253 (3.94%) VMware
3 189 (2.94%) Oracle
4 159 (2.48%) Google
5 158 (2.46%) SAP
6 150 (2.34%) ServiceNow
7 137 (2.13%) Cisco
8 135 (2.10%) Salesforce
9 117 (1.82%) Databricks
10 115 (1.79%) SolarWinds
11 104 (1.62%) Veeam
12 100 (1.56%) Splunk
13 80 (1.25%) Apple
14 74 (1.15%) Adobe
15 66 (1.03%) Dell
16 58 (0.90%) Red Hat
17 50 (0.78%) Dynatrace
17 50 (0.78%) Tanium
18 49 (0.76%) Brocade
18 49 (0.76%) Nimble Storage