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

6 months to
7 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 6,473 7,111 11,890
As % of all permanent jobs in England 8.85% 19.39% 15.01%
As % of the Processes & Methodologies category 11.60% 20.81% 17.43%
Number of salaries quoted 4,507 4,468 8,304
10th Percentile £27,000 £28,750 £26,250
25th Percentile £31,250 £37,500 £33,500
Median annual salary (50th Percentile) £47,500 £55,000 £50,000
Median % change year-on-year -13.64% +10.00% -9.09%
75th Percentile £68,708 £75,000 £68,750
90th Percentile £86,352 £90,000 £86,250
UK median annual salary £46,963 £55,000 £50,000
% change year-on-year -14.61% +10.00% -9.74%

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 55,804 34,167 68,231
As % of all permanent jobs advertised in England 76.31% 93.17% 86.13%
Number of salaries quoted 35,190 20,509 52,490
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £43,750 £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 £78,000 £80,000 £73,750
90th Percentile £100,000 £103,750 £93,750
UK median annual salary £56,000 £60,000 £55,000
% change year-on-year -6.67% +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 7 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 7 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 -3 1,977 £67,500 +3.85% 986
North of England -19 1,300 £41,000 -10.87% 662
South East -7 1,199 £45,000 -11.71% 802
Midlands -20 891 £39,000 -17.89% 478
North West -18 667 £41,500 -14.43% 365
South West -7 553 £43,500 -8.42% 308
West Midlands -24 529 £42,500 -19.05% 278
Yorkshire -8 506 £35,500 -15.48% 222
East of England -8 452 £40,000 -20.00% 288
East Midlands -3 359 £35,000 -10.26% 199
North East -12 127 £45,497 +1.10% 92
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
1 340 (5.25%) Microsoft Exchange
2 286 (4.42%) SharePoint
3 78 (1.21%) Confluence
4 57 (0.88%) CMS
5 55 (0.85%) Apache
6 44 (0.68%) Apache Airflow
7 36 (0.56%) Apache Spark
8 34 (0.53%) IIS
9 28 (0.43%) WordPress
10 16 (0.25%) SAS
11 14 (0.22%) Palantir Foundry
12 12 (0.19%) Exchange Server 2013
12 12 (0.19%) nginx
13 10 (0.15%) Exchange Server 2007
13 10 (0.15%) Exchange Server 2010
14 9 (0.14%) Anypoint
14 9 (0.14%) Drupal
15 6 (0.093%) Oracle SOA Suite
16 5 (0.077%) OpenStack
17 4 (0.062%) Moodle
Applications
1 449 (6.94%) Microsoft Office
2 354 (5.47%) Microsoft Excel
3 70 (1.08%) Microsoft PowerPoint
4 38 (0.59%) Spreadsheet
5 36 (0.56%) MS Visio
6 29 (0.45%) Microsoft Project
7 13 (0.20%) AutoCAD
8 12 (0.19%) Adobe Illustrator
8 12 (0.19%) Photoshop
9 10 (0.15%) Chatbot
10 9 (0.14%) Maya
11 8 (0.12%) Adobe Creative Suite
12 7 (0.11%) Fusion 360
13 6 (0.093%) Adobe XD
14 5 (0.077%) SOLIDWORKS
15 4 (0.062%) Trello
16 3 (0.046%) Elementor
16 3 (0.046%) InDesign
16 3 (0.046%) Simulink
17 2 (0.031%) Sketch
Business Applications
1 60 (0.93%) Dynamics CRM
2 43 (0.66%) SAP S/4HANA
3 32 (0.49%) NetSuite
4 21 (0.32%) Salesforce CRM
5 18 (0.28%) Shopify
6 17 (0.26%) Endur
6 17 (0.26%) SAP CO
7 15 (0.23%) Dynamics NAV
8 13 (0.20%) Maximo
9 11 (0.17%) Magento
10 10 (0.15%) iTrent
10 10 (0.15%) Workday HCM
11 8 (0.12%) SAP FI
11 8 (0.12%) SAP FI/CO
12 7 (0.11%) IBM Planning Analytics
12 7 (0.11%) Q-Pulse
12 7 (0.11%) Sage 200
12 7 (0.11%) SAP ERP
13 6 (0.093%) Elite 3E
13 6 (0.093%) Payment Gateway
Cloud Services
1 1,403 (21.67%) Azure
2 1,005 (15.53%) Microsoft 365
3 803 (12.41%) AWS
4 485 (7.49%) Power Platform
5 360 (5.56%) SaaS
6 299 (4.62%) GCP
7 275 (4.25%) Entra ID
8 175 (2.70%) GitHub
9 168 (2.60%) Azure DevOps
9 168 (2.60%) Serverless
10 131 (2.02%) Power Automate
11 114 (1.76%) Dynamics 365
12 90 (1.39%) Amazon S3
13 88 (1.36%) Google Workspace
14 83 (1.28%) GitHub Actions
15 82 (1.27%) AWS CloudFormation
15 82 (1.27%) Azure Data Factory
15 82 (1.27%) PowerApps
16 78 (1.21%) AWS Lambda
16 78 (1.21%) PaaS
Communications & Networking
1 411 (6.35%) DNS
2 382 (5.90%) Firewall
3 351 (5.42%) DHCP
4 257 (3.97%) VPN
5 219 (3.38%) WAN
6 209 (3.23%) Wi-Fi
7 207 (3.20%) TCP/IP
8 185 (2.86%) Broadband
9 183 (2.83%) LAN
10 122 (1.88%) VLAN
11 104 (1.61%) Wireless
12 89 (1.37%) VoIP
13 69 (1.07%) SD-WAN
14 56 (0.87%) Network Security
15 48 (0.74%) SAN
16 40 (0.62%) Internet
17 34 (0.53%) Remote Desktop
18 32 (0.49%) Structured Cabling
19 30 (0.46%) BGP
20 29 (0.45%) HTTP
Database & Business Intelligence
1 409 (6.32%) Power BI
2 278 (4.29%) SQL Server
3 136 (2.10%) Tableau
4 129 (1.99%) Data Warehouse
5 119 (1.84%) NoSQL
6 105 (1.62%) PostgreSQL
6 105 (1.62%) Relational Database
7 94 (1.45%) Amazon RDS
8 85 (1.31%) MySQL
9 69 (1.07%) SQL Server Reporting Services
10 57 (0.88%) Power Query
11 55 (0.85%) SQL Server Integration Services
12 53 (0.82%) MongoDB
13 48 (0.74%) Azure SQL Database
14 47 (0.73%) DynamoDB
15 46 (0.71%) Amazon Redshift
16 41 (0.63%) Metadata
17 39 (0.60%) Data Lake
18 38 (0.59%) Big Data
19 26 (0.40%) Redis
Development Applications
1 279 (4.31%) Git
2 229 (3.54%) JIRA
3 114 (1.76%) Jenkins
4 98 (1.51%) GitLab
5 49 (0.76%) Selenium
6 29 (0.45%) Visual Studio
7 23 (0.36%) Cypress.io
8 20 (0.31%) Rational DOORS
9 19 (0.29%) Burp Suite
9 19 (0.29%) Metasploit
10 18 (0.28%) Chocolatey
10 18 (0.28%) Cucumber
10 18 (0.28%) Maven
10 18 (0.28%) SonarQube
11 17 (0.26%) CircleCI
11 17 (0.26%) LabVIEW
12 16 (0.25%) Bitbucket
12 16 (0.25%) TeamCity
13 15 (0.23%) Robot Framework
14 13 (0.20%) JUnit
General
1 3,139 (48.49%) Social Skills
2 1,966 (30.37%) Analytical Skills
3 1,408 (21.75%) Finance
4 451 (6.97%) Organisational Skills
5 367 (5.67%) Inclusion and Diversity
5 367 (5.67%) Marketing
6 313 (4.84%) Law
7 308 (4.76%) Retail
8 305 (4.71%) Banking
9 303 (4.68%) Legal
10 302 (4.67%) Manufacturing
11 290 (4.48%) Public Sector
12 159 (2.46%) Presentation Skills
13 151 (2.33%) Telecoms
14 150 (2.32%) Electronics
15 101 (1.56%) Documentation Skills
16 88 (1.36%) Games
17 81 (1.25%) Influencing Skills
18 79 (1.22%) Financial Institution
19 75 (1.16%) Automotive
Job Titles
1 931 (14.38%) Analyst
2 776 (11.99%) Senior
3 753 (11.63%) IT Support
4 644 (9.95%) Support Engineer
5 583 (9.01%) Developer
6 401 (6.19%) Lead
7 393 (6.07%) IT Engineer
8 326 (5.04%) IT Support Engineer
9 296 (4.57%) Support Analyst
10 247 (3.82%) Consultant
11 221 (3.41%) Support Technician
12 216 (3.34%) Architect
13 204 (3.15%) Business Analyst
14 192 (2.97%) Technical Support
15 191 (2.95%) 2nd Line Support
16 190 (2.94%) Infrastructure Engineer
17 184 (2.84%) Software Engineer
18 180 (2.78%) Systems Engineer
19 170 (2.63%) IT Technician
20 154 (2.38%) IT Support Technician
Libraries, Frameworks & Software Standards
1 250 (3.86%) React
2 248 (3.83%) .NET
3 223 (3.45%) HTML
4 182 (2.81%) CSS
5 152 (2.35%) Node.js
6 128 (1.98%) REST
7 122 (1.88%) RESTful
8 70 (1.08%) Middleware
8 70 (1.08%) Vue
9 68 (1.05%) Django
9 68 (1.05%) Spring
10 66 (1.02%) JSON
11 64 (0.99%) AngularJS
11 64 (0.99%) Kafka
11 64 (0.99%) SOAP
11 64 (0.99%) XML
12 59 (0.91%) Flask
13 50 (0.77%) gRPC
14 49 (0.76%) FastAPI
15 47 (0.73%) Spring Boot
Miscellaneous
1 434 (6.70%) Onboarding
2 432 (6.67%) Driving Licence
3 370 (5.72%) Self-Motivation
4 205 (3.17%) Management Information System
5 174 (2.69%) Cloud Native
6 153 (2.36%) Analytical Mindset
7 150 (2.32%) Product Ownership
8 146 (2.26%) Distributed Systems
9 140 (2.16%) Data Centre
10 136 (2.10%) Legacy Systems
11 101 (1.56%) Enterprise Software
12 95 (1.47%) Mobile App
12 95 (1.47%) Social Media
13 85 (1.31%) Data Structures
14 73 (1.13%) Low-Code
15 64 (0.99%) Security Posture
16 58 (0.90%) Video\Live Streaming
16 58 (0.90%) Virtual Team
17 57 (0.88%) Algorithms
18 50 (0.77%) Over-the-Top Content
Operating Systems
1 1,117 (17.26%) Windows
2 428 (6.61%) Linux
3 426 (6.58%) Windows Server
4 171 (2.64%) Windows 10
5 124 (1.92%) Windows Server 2016
6 107 (1.65%) Android
7 90 (1.39%) Apple iOS
8 87 (1.34%) Mac OS
9 63 (0.97%) Unix
10 56 (0.87%) Windows Server 2019
11 41 (0.63%) Red Hat Enterprise Linux
12 38 (0.59%) Windows Server 2012
13 32 (0.49%) CentOS
14 27 (0.42%) Ubuntu
15 22 (0.34%) Windows 7
16 21 (0.32%) VMS
17 14 (0.22%) Mac OS X
18 11 (0.17%) Windows 8
19 10 (0.15%) Debian
20 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,158 (17.89%) Continuous Improvement
2 1,043 (16.11%) Agile
3 958 (14.80%) Customer Service
4 692 (10.69%) Mentoring
5 686 (10.60%) AI
6 667 (10.30%) Decision-Making
7 665 (10.27%) CI/CD
8 660 (10.20%) Analytics
9 618 (9.55%) DevOps
10 599 (9.25%) ITIL
11 548 (8.47%) Business Intelligence
12 542 (8.37%) Project Management
13 499 (7.71%) Computer Science
14 495 (7.65%) Stakeholder Management
15 447 (6.91%) Software Engineering
16 422 (6.52%) Cybersecurity
17 418 (6.46%) Roadmaps
18 404 (6.24%) Coaching
19 374 (5.78%) Process Improvement
20 350 (5.41%) CRM
Programming Languages
1 1,002 (15.48%) Python
2 911 (14.07%) SQL
3 430 (6.64%) JavaScript
4 325 (5.02%) Java
5 310 (4.79%) PowerShell
6 268 (4.14%) C#
7 183 (2.83%) TypeScript
8 158 (2.44%) Bash
9 91 (1.41%) C++
10 90 (1.39%) Go
11 84 (1.30%) PHP
12 80 (1.24%) Data Analysis Expressions
13 67 (1.04%) Scala
14 51 (0.79%) C
15 48 (0.74%) T-SQL
16 41 (0.63%) Kotlin
17 34 (0.53%) R
18 33 (0.51%) Bicep
19 32 (0.49%) Rust
20 31 (0.48%) Apex Code
Qualifications
1 1,272 (19.65%) Degree
2 466 (7.20%) Security Cleared
3 291 (4.50%) SC Cleared
4 252 (3.89%) Computer Science Degree
5 190 (2.94%) DBS Check
6 184 (2.84%) Microsoft Certification
7 130 (2.01%) Master's Degree
8 110 (1.70%) DV Cleared
9 108 (1.67%) CISSP
10 92 (1.42%) Cisco Certification
11 88 (1.36%) ACCA
12 85 (1.31%) A+ Certification
12 85 (1.31%) BPSS Clearance
13 76 (1.17%) CIMA
14 73 (1.13%) PMI Certification
15 67 (1.04%) CCNA
16 59 (0.91%) Network+ Certification
17 58 (0.90%) PMP
18 55 (0.85%) AWS Certification
19 53 (0.82%) Azure Certification
Quality Assurance & Compliance
1 306 (4.73%) QA
2 288 (4.45%) Data Quality
3 250 (3.86%) GDPR
4 160 (2.47%) Cyber Essentials
4 160 (2.47%) ISO/IEC 27001
5 156 (2.41%) SLA
6 131 (2.02%) PCI DSS
7 125 (1.93%) NIST
8 116 (1.79%) Accessibility
9 52 (0.80%) Cyber Essentials PLUS
10 33 (0.51%) SOC 2
11 32 (0.49%) ISO 9001
12 30 (0.46%) Actionable Recommendations
13 25 (0.39%) PMO
14 21 (0.32%) COBIT
14 21 (0.32%) GRC
15 14 (0.22%) GMP
16 11 (0.17%) Sarbanes-Oxley
17 10 (0.15%) HIPAA
17 10 (0.15%) ISO/IEC 20000
System Software
1 750 (11.59%) Active Directory
2 307 (4.74%) Docker
3 223 (3.45%) Hyper-V
4 172 (2.66%) VMware Infrastructure
5 63 (0.97%) Terminal Server
6 35 (0.54%) Virtual Desktop
7 34 (0.53%) Firmware
8 31 (0.48%) Virtual Machines
9 16 (0.25%) vSphere
10 14 (0.22%) KVM
11 10 (0.15%) VMware Workstation
12 9 (0.14%) VMware ESXi
13 7 (0.11%) IAG
13 7 (0.11%) XenApp
14 6 (0.093%) Virtual Servers
15 5 (0.077%) Slurm Workload Manager
16 4 (0.062%) Microsoft Virtual Server
17 2 (0.031%) BitLocker
17 2 (0.031%) VMware NSX
18 1 (0.015%) OpenDJ
Systems Management
1 301 (4.65%) Terraform
2 258 (3.99%) Microsoft Intune
3 226 (3.49%) Kubernetes
4 157 (2.43%) Ansible
5 95 (1.47%) Grafana
6 87 (1.34%) SCCM
7 57 (0.88%) Prometheus
8 30 (0.46%) Nagios
9 26 (0.40%) Single Sign-On
10 24 (0.37%) Active Directory Federation Services
11 22 (0.34%) BMC PATROL
12 18 (0.28%) Jamf Pro
13 16 (0.25%) vCenter Server
14 15 (0.23%) Argo
15 14 (0.22%) Autotask
15 14 (0.22%) Cisco CUCM
15 14 (0.22%) FortiGate
15 14 (0.22%) Kibana
16 13 (0.20%) Nessus
16 13 (0.20%) Puppet
Vendors
1 1,696 (26.20%) Microsoft
2 277 (4.28%) VMware
3 187 (2.89%) Oracle
4 163 (2.52%) SAP
5 162 (2.50%) Google
6 144 (2.22%) ServiceNow
7 143 (2.21%) Cisco
8 134 (2.07%) Salesforce
9 125 (1.93%) SolarWinds
10 122 (1.88%) Veeam
11 120 (1.85%) Splunk
12 119 (1.84%) Databricks
13 85 (1.31%) Adobe
14 82 (1.27%) Apple
15 72 (1.11%) Dell
16 64 (0.99%) Tanium
17 63 (0.97%) Brocade
17 63 (0.97%) Nimble Storage
18 56 (0.87%) Red Hat
19 50 (0.77%) Sage