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

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 8 4 8
Rank change year-on-year -4 +4 +3
Permanent jobs citing Problem-Solving 8,107 8,410 10,723
As % of all permanent jobs in England 8.61% 19.21% 14.77%
As % of the Processes & Methodologies category 11.69% 21.48% 18.15%
Number of salaries quoted 5,674 4,780 5,585
10th Percentile £27,750 £26,250 £26,750
25th Percentile £33,250 £31,250 £36,250
Median annual salary (50th Percentile) £47,500 £46,500 £50,000
Median % change year-on-year +2.15% -7.00% -9.09%
75th Percentile £66,500 £67,500 £69,000
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,500 £46,500 £50,000
% change year-on-year +2.15% -7.00% -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 69,329 39,151 59,081
As % of all permanent jobs advertised in England 73.66% 89.41% 81.35%
Number of salaries quoted 48,879 22,544 38,747
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -12.00%
75th Percentile £80,000 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.84%

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 13 August 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 13 August 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 -6 2,234 £65,000 - 2,517
North of England -8 1,634 £45,000 +5.88% 918
South East -3 1,544 £45,000 +5.88% 1,139
Midlands -8 1,191 £42,500 +10.39% 656
North West -5 862 £45,000 - 470
South West -5 784 £45,000 +25.00% 526
West Midlands -9 654 £42,500 -4.59% 392
East of England -4 643 £42,500 +21.43% 403
Yorkshire -7 540 £42,500 +21.43% 320
East Midlands -9 534 £40,000 +14.29% 265
North East -10 232 £48,500 +25.97% 143
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
1 441 (5.44%) SharePoint
2 400 (4.93%) Microsoft Exchange
3 95 (1.17%) Confluence
4 59 (0.73%) CMS
5 51 (0.63%) IIS
6 49 (0.60%) Apache
7 38 (0.47%) WordPress
8 37 (0.46%) Apache Airflow
8 37 (0.46%) Apache Spark
9 21 (0.26%) SAS
10 13 (0.16%) Palantir Foundry
11 11 (0.14%) nginx
11 11 (0.14%) WebLogic
11 11 (0.14%) WebSphere
12 9 (0.11%) Oracle SOA Suite
13 8 (0.099%) Exchange Server 2013
14 7 (0.086%) Drupal
14 7 (0.086%) Jupyter
14 7 (0.086%) OpenEdge
14 7 (0.086%) Tomcat
Applications
1 515 (6.35%) Microsoft Office
2 471 (5.81%) Microsoft Excel
3 82 (1.01%) Microsoft PowerPoint
4 49 (0.60%) Spreadsheet
5 48 (0.59%) MS Visio
6 42 (0.52%) Microsoft Project
7 33 (0.41%) AutoCAD
8 16 (0.20%) Chatbot
9 15 (0.19%) Revit
9 15 (0.19%) Simulink
10 12 (0.15%) SOLIDWORKS
11 9 (0.11%) Trello
12 8 (0.099%) Adobe Creative Suite
12 8 (0.099%) Adobe Illustrator
13 6 (0.074%) Fusion 360
13 6 (0.074%) Navisworks
14 5 (0.062%) Lightworks
14 5 (0.062%) Photoshop
15 4 (0.049%) EPLAN
16 3 (0.037%) LaTeX
Business Applications
1 83 (1.02%) SAP S/4HANA
2 78 (0.96%) Dynamics CRM
3 51 (0.63%) NetSuite
4 27 (0.33%) Shopify
5 21 (0.26%) Oracle EBS
6 18 (0.22%) Magento
7 15 (0.19%) IBM Planning Analytics
7 15 (0.19%) SAP Business One
7 15 (0.19%) SAP ERP
8 14 (0.17%) Elite 3E
8 14 (0.17%) Salesforce CRM
9 11 (0.14%) Dynamics AX
9 11 (0.14%) Oracle ERP
10 10 (0.12%) JDE EnterpriseOne
10 10 (0.12%) Oracle Applications
10 10 (0.12%) Sage X3
11 9 (0.11%) iTrent
11 9 (0.11%) Primavera
11 9 (0.11%) Sage 50
11 9 (0.11%) Workday HCM
Cloud Services
1 1,692 (20.87%) Azure
2 1,258 (15.52%) Microsoft 365
3 1,008 (12.43%) AWS
4 669 (8.25%) Power Platform
5 384 (4.74%) Entra ID
6 358 (4.42%) SaaS
7 353 (4.35%) GCP
8 194 (2.39%) Azure DevOps
9 193 (2.38%) GitHub
10 188 (2.32%) Serverless
11 170 (2.10%) Dynamics 365
12 163 (2.01%) Power Automate
13 142 (1.75%) PowerApps
14 111 (1.37%) OneDrive
15 110 (1.36%) Microsoft Copilot
16 97 (1.20%) Amazon S3
17 91 (1.12%) GitHub Actions
18 88 (1.09%) AWS Lambda
19 78 (0.96%) AWS CloudFormation
20 72 (0.89%) Google Workspace
Communications & Networking
1 501 (6.18%) Firewall
2 451 (5.56%) DNS
3 380 (4.69%) DHCP
4 310 (3.82%) VPN
5 279 (3.44%) TCP/IP
6 214 (2.64%) WAN
7 205 (2.53%) LAN
8 202 (2.49%) Wi-Fi
9 164 (2.02%) Wireless
10 155 (1.91%) VLAN
11 142 (1.75%) Network Security
12 132 (1.63%) Broadband
13 105 (1.30%) VoIP
14 48 (0.59%) Internet
15 44 (0.54%) HTTP
16 43 (0.53%) SAN
16 43 (0.53%) SD-WAN
17 40 (0.49%) OSPF
18 39 (0.48%) BGP
19 33 (0.41%) SSL
Database & Business Intelligence
1 519 (6.40%) Power BI
2 404 (4.98%) SQL Server
3 145 (1.79%) Data Warehouse
4 138 (1.70%) MySQL
5 132 (1.63%) Amazon RDS
6 130 (1.60%) Relational Database
7 121 (1.49%) PostgreSQL
7 121 (1.49%) Tableau
8 110 (1.36%) NoSQL
9 97 (1.20%) SQL Server Reporting Services
10 88 (1.09%) SQL Server Integration Services
11 64 (0.79%) MongoDB
12 60 (0.74%) Big Data
13 54 (0.67%) Data Lake
14 53 (0.65%) Azure SQL Database
15 52 (0.64%) Power Query
16 45 (0.56%) Metadata
17 43 (0.53%) DynamoDB
18 40 (0.49%) Electronic Patient Records
19 31 (0.38%) Looker
Development Applications
1 367 (4.53%) Git
2 283 (3.49%) JIRA
3 128 (1.58%) Jenkins
4 110 (1.36%) GitLab
5 36 (0.44%) Selenium
6 33 (0.41%) Eclipse
7 31 (0.38%) JUnit
7 31 (0.38%) Subversion
8 29 (0.36%) Claude Code
9 28 (0.35%) Cucumber
10 26 (0.32%) Rational DOORS
11 24 (0.30%) Postman
12 22 (0.27%) Cypress.io
13 20 (0.25%) Bitbucket
14 19 (0.23%) Visual Studio
15 18 (0.22%) Oracle Forms
15 18 (0.22%) SonarQube
16 16 (0.20%) Chocolatey
17 14 (0.17%) MLflow
17 14 (0.17%) Visual Studio Code
General
1 3,916 (48.30%) Social Skills
2 2,450 (30.22%) Analytical Skills
3 1,597 (19.70%) Finance
4 609 (7.51%) Manufacturing
5 507 (6.25%) Organisational Skills
6 493 (6.08%) Inclusion and Diversity
7 471 (5.81%) Law
8 392 (4.84%) Retail
9 349 (4.30%) Marketing
10 324 (4.00%) Public Sector
11 306 (3.77%) Banking
12 305 (3.76%) Legal
13 210 (2.59%) Electronics
14 194 (2.39%) Aerospace
15 191 (2.36%) Telecoms
16 165 (2.04%) Influencing Skills
17 150 (1.85%) Presentation Skills
18 112 (1.38%) Documentation Skills
19 93 (1.15%) Advertising
20 89 (1.10%) Games
Job Titles
1 1,040 (12.83%) Analyst
2 919 (11.34%) Senior
3 797 (9.83%) Developer
4 701 (8.65%) IT Support
5 573 (7.07%) Support Engineer
6 503 (6.20%) Lead
7 401 (4.95%) Consultant
8 399 (4.92%) IT Engineer
9 319 (3.93%) Support Analyst
10 307 (3.79%) Software Engineer
11 303 (3.74%) IT Support Engineer
12 276 (3.40%) Architect
13 255 (3.15%) Systems Engineer
14 249 (3.07%) Support Technician
14 249 (3.07%) Technical Support
15 218 (2.69%) IT Technician
16 205 (2.53%) Technical Engineer
17 194 (2.39%) Data Engineer
18 183 (2.26%) Technical Support Engineer
19 175 (2.16%) Business Analyst
Libraries, Frameworks & Software Standards
1 360 (4.44%) .NET
2 311 (3.84%) React
3 256 (3.16%) REST
4 252 (3.11%) HTML
5 198 (2.44%) CSS
6 175 (2.16%) RESTful
7 149 (1.84%) Node.js
8 114 (1.41%) SOAP
9 104 (1.28%) Spring
10 102 (1.26%) AngularJS
11 98 (1.21%) JSON
12 96 (1.18%) Vue
13 91 (1.12%) Kafka
13 91 (1.12%) Middleware
14 86 (1.06%) ASP.NET
15 80 (0.99%) Web Services
16 79 (0.97%) OAuth
17 74 (0.91%) XML
18 68 (0.84%) Spring Boot
19 54 (0.67%) .NET Core
Miscellaneous
1 517 (6.38%) Driving Licence
2 509 (6.28%) Onboarding
3 413 (5.09%) Self-Motivation
4 336 (4.14%) Management Information System
5 304 (3.75%) Cloud Native
6 231 (2.85%) Product Ownership
7 174 (2.15%) Legacy Systems
8 173 (2.13%) Data Centre
9 161 (1.99%) Distributed Systems
10 138 (1.70%) Enterprise Software
11 123 (1.52%) Analytical Mindset
12 114 (1.41%) Data Structures
13 112 (1.38%) Security Posture
14 102 (1.26%) NHS
15 101 (1.25%) Algorithms
16 95 (1.17%) Social Media
17 90 (1.11%) AI Agents
18 85 (1.05%) Robotics
19 83 (1.02%) IoT
20 81 (1.00%) Cyber Threat
Operating Systems
1 1,238 (15.27%) Windows
2 560 (6.91%) Linux
3 531 (6.55%) Windows Server
4 158 (1.95%) Windows 10
5 111 (1.37%) Windows Server 2016
6 107 (1.32%) Android
7 104 (1.28%) Mac OS
8 97 (1.20%) Apple iOS
9 51 (0.63%) Unix
10 45 (0.56%) Windows Server 2019
11 37 (0.46%) Red Hat Enterprise Linux
12 35 (0.43%) Ubuntu
13 28 (0.35%) VMS
14 24 (0.30%) CentOS
15 12 (0.15%) Debian
15 12 (0.15%) Windows Server 2012
16 11 (0.14%) Mac OS X
17 9 (0.11%) Embedded Linux
17 9 (0.11%) FreeRTOS
17 9 (0.11%) Windows 7
Processes & Methodologies
1 1,962 (24.20%) Continuous Improvement
2 1,335 (16.47%) Agile
3 1,193 (14.72%) Customer Service
4 1,039 (12.82%) AI
5 977 (12.05%) Decision-Making
6 893 (11.02%) CI/CD
7 879 (10.84%) Mentoring
8 861 (10.62%) Stakeholder Management
9 761 (9.39%) Analytics
10 752 (9.28%) Software Engineering
11 741 (9.14%) DevOps
12 665 (8.20%) ITIL
13 664 (8.19%) Cybersecurity
14 650 (8.02%) Roadmaps
15 599 (7.39%) Computer Science
16 595 (7.34%) Business Intelligence
17 583 (7.19%) Project Management
18 573 (7.07%) Project Delivery
19 532 (6.56%) Collaborative Working
20 525 (6.48%) Stakeholder Engagement
Programming Languages
1 1,270 (15.67%) SQL
2 1,177 (14.52%) Python
3 559 (6.90%) JavaScript
4 466 (5.75%) C#
5 417 (5.14%) Java
6 345 (4.26%) PowerShell
7 253 (3.12%) TypeScript
8 222 (2.74%) C++
9 172 (2.12%) Bash
10 94 (1.16%) PHP
11 90 (1.11%) C
12 82 (1.01%) Go
13 69 (0.85%) T-SQL
14 64 (0.79%) Data Analysis Expressions
15 48 (0.59%) Shell Script
16 46 (0.57%) Rust
17 45 (0.56%) Perl
18 43 (0.53%) R
19 42 (0.52%) Scala
20 39 (0.48%) PL/SQL
Qualifications
1 1,401 (17.28%) Degree
2 736 (9.08%) Security Cleared
3 500 (6.17%) SC Cleared
4 316 (3.90%) Computer Science Degree
5 226 (2.79%) DBS Check
6 203 (2.50%) Microsoft Certification
7 174 (2.15%) DV Cleared
8 153 (1.89%) Azure Certification
9 150 (1.85%) Cisco Certification
10 146 (1.80%) CISSP
11 137 (1.69%) BPSS Clearance
12 121 (1.49%) Master's Degree
13 112 (1.38%) HNC
14 106 (1.31%) PMI Certification
15 86 (1.06%) HND
16 84 (1.04%) PMP
17 82 (1.01%) CCNA
18 79 (0.97%) CISM
19 76 (0.94%) CCNP
20 66 (0.81%) ACCA
Quality Assurance & Compliance
1 470 (5.80%) QA
2 403 (4.97%) Data Quality
3 332 (4.10%) GDPR
4 232 (2.86%) SLA
5 227 (2.80%) Accessibility
6 207 (2.55%) Cyber Essentials
7 191 (2.36%) ISO/IEC 27001
8 160 (1.97%) NIST
9 147 (1.81%) PCI DSS
10 64 (0.79%) PMO
11 56 (0.69%) Cyber Essentials PLUS
12 41 (0.51%) GRC
13 35 (0.43%) ISO 9001
14 26 (0.32%) SOC 2
15 25 (0.31%) GMP
16 23 (0.28%) COBIT
17 22 (0.27%) Actionable Recommendations
18 20 (0.25%) NCSC
18 20 (0.25%) Sarbanes-Oxley
18 20 (0.25%) WCAG
System Software
1 820 (10.11%) Active Directory
2 369 (4.55%) Docker
3 276 (3.40%) Hyper-V
4 253 (3.12%) VMware Infrastructure
5 70 (0.86%) Terminal Server
6 55 (0.68%) Firmware
7 50 (0.62%) Virtual Desktop
8 36 (0.44%) Virtual Machines
9 34 (0.42%) vSphere
10 18 (0.22%) VMware ESXi
11 17 (0.21%) Embedded Firmware
12 16 (0.20%) KVM
13 7 (0.086%) IAG
13 7 (0.086%) XenApp
14 6 (0.074%) VMware NSX
15 5 (0.062%) ClearTrust
15 5 (0.062%) Slurm Workload Manager
15 5 (0.062%) Squid
16 4 (0.049%) Virtual Servers
17 3 (0.037%) Terminal Services
Systems Management
1 360 (4.44%) Terraform
2 329 (4.06%) Kubernetes
3 280 (3.45%) Microsoft Intune
4 157 (1.94%) Ansible
5 96 (1.18%) Grafana
6 80 (0.99%) SCCM
7 57 (0.70%) Prometheus
8 50 (0.62%) Single Sign-On
9 28 (0.35%) Nagios
10 25 (0.31%) FortiGate
11 23 (0.28%) Jamf Pro
12 21 (0.26%) Puppet
13 15 (0.19%) Argo
14 13 (0.16%) Autotask
14 13 (0.16%) Kibana
14 13 (0.16%) Proxmox
15 12 (0.15%) Functional Safety
16 11 (0.14%) logstash
16 11 (0.14%) Nmap
17 10 (0.12%) Podman
Vendors
1 2,313 (28.53%) Microsoft
2 363 (4.48%) VMware
3 232 (2.86%) Oracle
4 230 (2.84%) SAP
5 225 (2.78%) Google
6 172 (2.12%) Cisco
7 162 (2.00%) ServiceNow
8 158 (1.95%) Salesforce
9 130 (1.60%) Veeam
10 129 (1.59%) Databricks
11 123 (1.52%) Splunk
12 118 (1.46%) SolarWinds
13 79 (0.97%) Apple
14 78 (0.96%) Tanium
15 71 (0.88%) Nimble Storage
16 70 (0.86%) Brocade
17 68 (0.84%) Sage
18 62 (0.76%) Fortinet
19 59 (0.73%) Palo Alto
20 58 (0.72%) Dell