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

6 months to
11 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 8,078 8,386 10,730
As % of all permanent jobs in England 8.59% 19.20% 14.75%
As % of the Processes & Methodologies category 11.65% 21.48% 18.12%
Number of salaries quoted 5,672 4,789 5,598
10th Percentile £27,750 £26,250 £26,750
25th Percentile £33,125 £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 £66,250 £67,500 £68,750
90th Percentile £85,000 £87,500 £85,000
UK median annual salary £47,500 £47,000 £50,000
% change year-on-year +1.06% -6.00% -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 69,342 39,040 59,206
As % of all permanent jobs advertised in England 73.71% 89.41% 81.41%
Number of salaries quoted 48,920 22,578 38,902
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% - -9.09%

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 11 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 11 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 2,213 £65,000 - 2,323
North of England -9 1,637 £45,000 +5.88% 879
South East -3 1,538 £45,000 +5.88% 1,114
Midlands -9 1,186 £42,500 +6.90% 632
North West -5 861 £45,000 - 455
South West -5 781 £45,000 +20.00% 465
West Midlands -10 654 £42,500 -5.56% 375
East of England -4 646 £42,500 +21.43% 395
Yorkshire -7 544 £42,500 +21.43% 304
East Midlands -9 529 £40,000 +12.68% 257
North East -10 232 £50,000 +31.58% 135
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
1 443 (5.48%) SharePoint
2 399 (4.94%) Microsoft Exchange
3 93 (1.15%) Confluence
4 61 (0.76%) CMS
5 50 (0.62%) Apache
6 48 (0.59%) IIS
7 38 (0.47%) Apache Airflow
7 38 (0.47%) Apache Spark
7 38 (0.47%) WordPress
8 21 (0.26%) SAS
9 13 (0.16%) Palantir Foundry
10 11 (0.14%) nginx
10 11 (0.14%) WebLogic
10 11 (0.14%) WebSphere
11 9 (0.11%) Oracle SOA Suite
12 8 (0.099%) Exchange Server 2013
13 7 (0.087%) Drupal
13 7 (0.087%) Jupyter
13 7 (0.087%) OpenEdge
13 7 (0.087%) Tomcat
Applications
1 514 (6.36%) Microsoft Office
2 471 (5.83%) Microsoft Excel
3 83 (1.03%) Microsoft PowerPoint
4 49 (0.61%) Spreadsheet
5 48 (0.59%) MS Visio
6 41 (0.51%) Microsoft Project
7 33 (0.41%) AutoCAD
8 15 (0.19%) Chatbot
8 15 (0.19%) Revit
9 14 (0.17%) 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 (0.050%) EPLAN
16 3 (0.037%) LaTeX
Business Applications
1 83 (1.03%) SAP S/4HANA
2 77 (0.95%) Dynamics CRM
3 52 (0.64%) NetSuite
4 27 (0.33%) Shopify
5 21 (0.26%) Oracle EBS
6 18 (0.22%) Magento
7 15 (0.19%) SAP Business One
7 15 (0.19%) SAP ERP
8 14 (0.17%) Elite 3E
8 14 (0.17%) IBM Planning Analytics
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%) Sage 50
11 9 (0.11%) Workday HCM
12 7 (0.087%) Maximo
Cloud Services
1 1,684 (20.85%) Azure
2 1,259 (15.59%) Microsoft 365
3 1,017 (12.59%) AWS
4 669 (8.28%) Power Platform
5 383 (4.74%) Entra ID
6 359 (4.44%) SaaS
7 358 (4.43%) GCP
8 192 (2.38%) Azure DevOps
9 191 (2.36%) GitHub
10 189 (2.34%) Serverless
11 168 (2.08%) Dynamics 365
12 165 (2.04%) Power Automate
13 144 (1.78%) PowerApps
14 112 (1.39%) OneDrive
15 109 (1.35%) Microsoft Copilot
16 97 (1.20%) Amazon S3
17 89 (1.10%) GitHub Actions
18 88 (1.09%) AWS Lambda
19 78 (0.97%) AWS CloudFormation
20 71 (0.88%) Google Workspace
Communications & Networking
1 496 (6.14%) Firewall
2 445 (5.51%) DNS
3 375 (4.64%) DHCP
4 305 (3.78%) VPN
5 275 (3.40%) TCP/IP
6 215 (2.66%) WAN
7 205 (2.54%) LAN
8 202 (2.50%) Wi-Fi
9 162 (2.01%) Wireless
10 153 (1.89%) VLAN
11 146 (1.81%) Broadband
12 141 (1.75%) Network Security
13 106 (1.31%) VoIP
14 48 (0.59%) Internet
15 44 (0.54%) HTTP
15 44 (0.54%) SD-WAN
16 42 (0.52%) SAN
17 40 (0.50%) OSPF
18 39 (0.48%) BGP
19 33 (0.41%) SSL
Database & Business Intelligence
1 519 (6.42%) Power BI
2 397 (4.91%) SQL Server
3 145 (1.79%) Data Warehouse
4 138 (1.71%) MySQL
5 132 (1.63%) Amazon RDS
6 127 (1.57%) Relational Database
7 122 (1.51%) Tableau
8 119 (1.47%) PostgreSQL
9 109 (1.35%) NoSQL
10 97 (1.20%) SQL Server Reporting Services
11 88 (1.09%) SQL Server Integration Services
12 64 (0.79%) MongoDB
13 60 (0.74%) Big Data
14 55 (0.68%) Data Lake
15 54 (0.67%) Azure SQL Database
16 53 (0.66%) Power Query
17 45 (0.56%) Metadata
18 43 (0.53%) DynamoDB
19 37 (0.46%) Electronic Patient Records
20 31 (0.38%) Amazon Redshift
Development Applications
1 363 (4.49%) Git
2 277 (3.43%) JIRA
3 124 (1.54%) Jenkins
4 110 (1.36%) GitLab
5 36 (0.45%) Selenium
6 32 (0.40%) Eclipse
7 29 (0.36%) Claude Code
7 29 (0.36%) JUnit
7 29 (0.36%) Subversion
8 28 (0.35%) Cucumber
9 27 (0.33%) Rational DOORS
10 25 (0.31%) Postman
11 24 (0.30%) Cypress.io
12 19 (0.24%) Bitbucket
12 19 (0.24%) Visual Studio
13 18 (0.22%) Oracle Forms
14 17 (0.21%) SonarQube
15 16 (0.20%) Chocolatey
16 14 (0.17%) MLflow
16 14 (0.17%) Visual Studio Code
General
1 3,884 (48.08%) Social Skills
2 2,427 (30.04%) Analytical Skills
3 1,583 (19.60%) Finance
4 605 (7.49%) Manufacturing
5 503 (6.23%) Organisational Skills
6 483 (5.98%) Inclusion and Diversity
7 468 (5.79%) Law
8 390 (4.83%) Retail
9 348 (4.31%) Marketing
10 321 (3.97%) Public Sector
11 305 (3.78%) Legal
12 301 (3.73%) Banking
13 208 (2.57%) Electronics
14 196 (2.43%) Telecoms
15 183 (2.27%) Aerospace
16 162 (2.01%) Influencing Skills
17 149 (1.84%) Presentation Skills
18 117 (1.45%) Documentation Skills
19 96 (1.19%) Advertising
20 88 (1.09%) Games
Job Titles
1 1,031 (12.76%) Analyst
2 918 (11.36%) Senior
3 795 (9.84%) Developer
4 701 (8.68%) IT Support
5 569 (7.04%) Support Engineer
6 501 (6.20%) Lead
7 399 (4.94%) Consultant
8 397 (4.91%) IT Engineer
9 317 (3.92%) Support Analyst
10 302 (3.74%) Software Engineer
11 301 (3.73%) IT Support Engineer
12 273 (3.38%) Architect
13 258 (3.19%) Systems Engineer
14 253 (3.13%) Support Technician
15 247 (3.06%) Technical Support
16 216 (2.67%) IT Technician
17 203 (2.51%) Technical Engineer
18 200 (2.48%) Data Engineer
19 181 (2.24%) Technical Support Engineer
20 174 (2.15%) Senior Developer
Libraries, Frameworks & Software Standards
1 352 (4.36%) .NET
2 306 (3.79%) React
3 255 (3.16%) REST
4 252 (3.12%) HTML
5 199 (2.46%) CSS
6 173 (2.14%) RESTful
7 147 (1.82%) Node.js
8 115 (1.42%) SOAP
9 106 (1.31%) Spring
10 99 (1.23%) AngularJS
11 98 (1.21%) JSON
12 94 (1.16%) Vue
13 91 (1.13%) Middleware
14 90 (1.11%) Kafka
15 84 (1.04%) ASP.NET
16 79 (0.98%) Web Services
17 78 (0.97%) OAuth
18 74 (0.92%) XML
19 70 (0.87%) Spring Boot
20 53 (0.66%) LangChain
Miscellaneous
1 520 (6.44%) Driving Licence
2 506 (6.26%) Onboarding
3 410 (5.08%) Self-Motivation
4 334 (4.13%) Management Information System
5 300 (3.71%) Cloud Native
6 227 (2.81%) Product Ownership
7 174 (2.15%) Data Centre
7 174 (2.15%) Legacy Systems
8 171 (2.12%) Distributed Systems
9 132 (1.63%) Enterprise Software
10 122 (1.51%) Analytical Mindset
11 112 (1.39%) Data Structures
11 112 (1.39%) Security Posture
12 99 (1.23%) Algorithms
12 99 (1.23%) NHS
13 91 (1.13%) Social Media
14 88 (1.09%) AI Agents
15 85 (1.05%) Robotics
16 81 (1.00%) Cyber Threat
16 81 (1.00%) IoT
Operating Systems
1 1,240 (15.35%) Windows
2 560 (6.93%) Linux
3 531 (6.57%) Windows Server
4 159 (1.97%) Windows 10
5 111 (1.37%) Windows Server 2016
6 110 (1.36%) Android
7 105 (1.30%) 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 1,950 (24.14%) Continuous Improvement
2 1,317 (16.30%) Agile
3 1,196 (14.81%) Customer Service
4 1,033 (12.79%) AI
5 954 (11.81%) Decision-Making
6 898 (11.12%) CI/CD
7 873 (10.81%) Mentoring
8 840 (10.40%) Stakeholder Management
9 754 (9.33%) Analytics
10 750 (9.28%) Software Engineering
11 742 (9.19%) DevOps
12 665 (8.23%) Cybersecurity
12 665 (8.23%) ITIL
13 645 (7.98%) Roadmaps
14 596 (7.38%) Business Intelligence
15 592 (7.33%) Computer Science
16 576 (7.13%) Project Management
17 572 (7.08%) Project Delivery
18 530 (6.56%) Collaborative Working
19 521 (6.45%) Stakeholder Engagement
Programming Languages
1 1,262 (15.62%) SQL
2 1,174 (14.53%) Python
3 555 (6.87%) JavaScript
4 457 (5.66%) C#
5 415 (5.14%) Java
6 345 (4.27%) PowerShell
7 250 (3.09%) TypeScript
8 220 (2.72%) C++
9 173 (2.14%) Bash
10 95 (1.18%) PHP
11 89 (1.10%) C
11 89 (1.10%) Go
12 68 (0.84%) T-SQL
13 63 (0.78%) Data Analysis Expressions
14 49 (0.61%) Scala
15 48 (0.59%) Shell Script
16 47 (0.58%) Rust
17 44 (0.54%) Perl
18 42 (0.52%) R
19 38 (0.47%) PL/SQL
Qualifications
1 1,384 (17.13%) Degree
2 729 (9.02%) Security Cleared
3 499 (6.18%) SC Cleared
4 309 (3.83%) Computer Science Degree
5 230 (2.85%) DBS Check
6 198 (2.45%) Microsoft Certification
7 167 (2.07%) DV Cleared
8 150 (1.86%) Azure Certification
9 148 (1.83%) Cisco Certification
10 141 (1.75%) CISSP
11 135 (1.67%) BPSS Clearance
12 118 (1.46%) Master's Degree
13 111 (1.37%) HNC
14 106 (1.31%) PMI Certification
15 85 (1.05%) HND
16 84 (1.04%) PMP
17 80 (0.99%) CCNA
18 77 (0.95%) CISM
19 76 (0.94%) CCNP
20 68 (0.84%) ACCA
Quality Assurance & Compliance
1 467 (5.78%) QA
2 401 (4.96%) Data Quality
3 335 (4.15%) GDPR
4 229 (2.83%) SLA
5 225 (2.79%) Accessibility
6 206 (2.55%) Cyber Essentials
7 195 (2.41%) ISO/IEC 27001
8 163 (2.02%) NIST
9 148 (1.83%) PCI DSS
10 64 (0.79%) PMO
11 55 (0.68%) Cyber Essentials PLUS
12 41 (0.51%) GRC
13 35 (0.43%) ISO 9001
14 27 (0.33%) SOC 2
15 25 (0.31%) GMP
16 24 (0.30%) 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
1 816 (10.10%) Active Directory
2 375 (4.64%) Docker
3 273 (3.38%) Hyper-V
4 250 (3.09%) VMware Infrastructure
5 70 (0.87%) Terminal Server
6 53 (0.66%) Firmware
7 49 (0.61%) Virtual Desktop
8 36 (0.45%) 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 (0.087%) IAG
13 7 (0.087%) 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 (0.050%) Virtual Servers
17 3 (0.037%) Terminal Services
Systems Management
1 359 (4.44%) Terraform
2 327 (4.05%) Kubernetes
3 281 (3.48%) Microsoft Intune
4 156 (1.93%) Ansible
5 97 (1.20%) Grafana
6 80 (0.99%) SCCM
7 57 (0.71%) Prometheus
8 48 (0.59%) 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 11 (0.14%) Functional Safety
15 11 (0.14%) logstash
15 11 (0.14%) Nmap
16 10 (0.12%) Podman
Vendors
1 2,309 (28.58%) Microsoft
2 363 (4.49%) VMware
3 228 (2.82%) Oracle
4 226 (2.80%) SAP
5 221 (2.74%) Google
6 172 (2.13%) Cisco
7 165 (2.04%) ServiceNow
8 154 (1.91%) Salesforce
9 130 (1.61%) Veeam
10 127 (1.57%) Databricks
11 123 (1.52%) Splunk
12 121 (1.50%) SolarWinds
13 82 (1.02%) Apple
14 78 (0.97%) Tanium
15 71 (0.88%) Nimble Storage
16 70 (0.87%) Brocade
17 69 (0.85%) Sage
18 62 (0.77%) Fortinet
19 58 (0.72%) Palo Alto
20 57 (0.71%) Dell