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

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 9 4 7
Rank change year-on-year -5 +3 +7
Permanent jobs citing Problem-Solving 7,352 8,299 12,248
As % of all permanent jobs in England 8.30% 19.09% 14.58%
As % of the Processes & Methodologies category 11.25% 21.19% 17.73%
Number of salaries quoted 5,302 4,733 7,363
10th Percentile £27,500 £26,500 £26,250
25th Percentile £32,563 £32,500 £33,750
Median annual salary (50th Percentile) £47,500 £48,000 £50,000
Median % change year-on-year -1.04% -4.00% -9.09%
75th Percentile £67,500 £68,750 £68,000
90th Percentile £86,250 £88,750 £85,000
UK median annual salary £47,203 £48,000 £50,000
% change year-on-year -1.66% -4.00% -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 65,358 39,172 69,069
As % of all permanent jobs advertised in England 73.80% 90.11% 82.24%
Number of salaries quoted 46,314 22,479 48,683
10th Percentile £31,000 £28,750 £30,000
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -12.00%
75th Percentile £80,000 £77,500 £73,750
90th Percentile £100,000 £100,000 £95,000
UK median annual salary £60,000 £56,500 £55,000
% change year-on-year +6.19% +2.73% -8.79%

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 20 July 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 20 July 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 -5 2,018 £69,950 +7.62% 1,105
North of England -10 1,502 £45,000 +5.88% 594
South East -3 1,405 £45,000 +5.88% 712
Midlands -8 1,061 £42,000 +3.70% 366
North West -7 794 £45,000 -2.17% 313
South West -6 706 £44,000 +17.33% 279
West Midlands -9 592 £42,500 -5.56% 205
East of England -5 575 £42,500 +21.43% 236
Yorkshire -10 513 £42,500 +21.43% 197
East Midlands -10 465 £35,000 -4.11% 161
North East -15 195 £52,130 +33.32% 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
1 410 (5.58%) Microsoft Exchange
1 410 (5.58%) SharePoint
2 80 (1.09%) Confluence
3 66 (0.90%) CMS
4 52 (0.71%) Apache
5 39 (0.53%) Apache Airflow
5 39 (0.53%) IIS
6 37 (0.50%) Apache Spark
7 33 (0.45%) WordPress
8 19 (0.26%) SAS
9 15 (0.20%) Palantir Foundry
10 11 (0.15%) WebSphere
11 10 (0.14%) Exchange Server 2013
11 10 (0.14%) WebLogic
12 9 (0.12%) nginx
12 9 (0.12%) Oracle SOA Suite
13 8 (0.11%) Exchange Server 2007
13 8 (0.11%) Exchange Server 2010
14 7 (0.095%) Jupyter
14 7 (0.095%) OpenEdge
Applications
1 471 (6.41%) Microsoft Office
2 430 (5.85%) Microsoft Excel
3 79 (1.07%) Microsoft PowerPoint
4 40 (0.54%) Spreadsheet
5 38 (0.52%) MS Visio
6 28 (0.38%) Microsoft Project
7 16 (0.22%) Chatbot
8 12 (0.16%) AutoCAD
9 9 (0.12%) Simulink
9 9 (0.12%) SOLIDWORKS
10 8 (0.11%) Adobe Creative Suite
10 8 (0.11%) Adobe Illustrator
10 8 (0.11%) Trello
11 5 (0.068%) Fusion 360
11 5 (0.068%) Lightworks
11 5 (0.068%) Photoshop
12 3 (0.041%) Autodesk Inventor
12 3 (0.041%) Civil 3D
12 3 (0.041%) LaTeX
12 3 (0.041%) Maya
Business Applications
1 84 (1.14%) SAP S/4HANA
2 67 (0.91%) Dynamics CRM
3 45 (0.61%) NetSuite
4 20 (0.27%) Oracle EBS
4 20 (0.27%) Shopify
5 17 (0.23%) Magento
6 14 (0.19%) SAP ERP
7 13 (0.18%) IBM Planning Analytics
7 13 (0.18%) Salesforce CRM
8 12 (0.16%) Elite 3E
9 11 (0.15%) Dynamics AX
9 11 (0.15%) iTrent
9 11 (0.15%) SAP Business One
10 10 (0.14%) JDE EnterpriseOne
10 10 (0.14%) Maximo
11 9 (0.12%) Workday HCM
12 8 (0.11%) Dynamics NAV
12 8 (0.11%) Oracle Applications
12 8 (0.11%) Sage 50
12 8 (0.11%) SAP CO
Cloud Services
1 1,566 (21.30%) Azure
2 1,214 (16.51%) Microsoft 365
3 927 (12.61%) AWS
4 589 (8.01%) Power Platform
5 348 (4.73%) Entra ID
6 344 (4.68%) SaaS
7 332 (4.52%) GCP
8 181 (2.46%) Serverless
9 158 (2.15%) GitHub
10 157 (2.14%) Azure DevOps
11 156 (2.12%) Dynamics 365
12 144 (1.96%) Power Automate
13 131 (1.78%) PowerApps
14 103 (1.40%) OneDrive
15 97 (1.32%) Amazon S3
16 86 (1.17%) Microsoft Copilot
17 83 (1.13%) GitHub Actions
18 80 (1.09%) AWS Lambda
19 77 (1.05%) AWS CloudFormation
20 72 (0.98%) PaaS
Communications & Networking
1 500 (6.80%) Firewall
2 434 (5.90%) DNS
3 373 (5.07%) DHCP
4 297 (4.04%) VPN
5 259 (3.52%) TCP/IP
6 233 (3.17%) WAN
7 222 (3.02%) LAN
8 212 (2.88%) Wi-Fi
9 169 (2.30%) Broadband
10 161 (2.19%) Wireless
11 153 (2.08%) VLAN
12 122 (1.66%) Network Security
13 103 (1.40%) VoIP
14 50 (0.68%) SD-WAN
15 44 (0.60%) BGP
15 44 (0.60%) Internet
16 42 (0.57%) HTTP
16 42 (0.57%) OSPF
17 39 (0.53%) SAN
18 33 (0.45%) WLAN
Database & Business Intelligence
1 461 (6.27%) Power BI
2 346 (4.71%) SQL Server
3 141 (1.92%) Data Warehouse
4 130 (1.77%) Amazon RDS
5 111 (1.51%) MySQL
6 109 (1.48%) Tableau
7 103 (1.40%) PostgreSQL
7 103 (1.40%) Relational Database
8 99 (1.35%) NoSQL
9 92 (1.25%) SQL Server Reporting Services
10 83 (1.13%) SQL Server Integration Services
11 57 (0.78%) MongoDB
12 56 (0.76%) Power Query
13 53 (0.72%) Big Data
14 50 (0.68%) Data Lake
15 48 (0.65%) Azure SQL Database
16 38 (0.52%) DynamoDB
17 35 (0.48%) Metadata
18 34 (0.46%) Amazon Redshift
19 27 (0.37%) Elasticsearch
Development Applications
1 298 (4.05%) Git
2 229 (3.11%) JIRA
3 110 (1.50%) GitLab
4 109 (1.48%) Jenkins
5 31 (0.42%) Selenium
6 27 (0.37%) Cucumber
6 27 (0.37%) Rational DOORS
7 24 (0.33%) Eclipse
8 23 (0.31%) Cypress.io
8 23 (0.31%) Subversion
9 22 (0.30%) JUnit
10 21 (0.29%) Claude Code
10 21 (0.29%) Visual Studio
11 19 (0.26%) Postman
12 17 (0.23%) Chocolatey
13 15 (0.20%) SonarQube
14 13 (0.18%) CircleCI
14 13 (0.18%) Oracle Forms
14 13 (0.18%) SQL Server Management Studio (SSMS)
15 12 (0.16%) Maven
General
1 3,523 (47.92%) Social Skills
2 2,135 (29.04%) Analytical Skills
3 1,393 (18.95%) Finance
4 472 (6.42%) Manufacturing
5 463 (6.30%) Organisational Skills
6 369 (5.02%) Inclusion and Diversity
7 362 (4.92%) Law
8 337 (4.58%) Retail
9 308 (4.19%) Marketing
10 289 (3.93%) Legal
11 277 (3.77%) Public Sector
12 272 (3.70%) Banking
13 174 (2.37%) Telecoms
14 152 (2.07%) Electronics
15 135 (1.84%) Influencing Skills
15 135 (1.84%) Presentation Skills
16 109 (1.48%) Documentation Skills
17 102 (1.39%) Aerospace
18 98 (1.33%) Advertising
19 87 (1.18%) Games
Job Titles
1 962 (13.08%) Analyst
2 860 (11.70%) Senior
3 731 (9.94%) Developer
4 725 (9.86%) IT Support
5 602 (8.19%) Support Engineer
6 433 (5.89%) Lead
7 424 (5.77%) IT Engineer
8 337 (4.58%) Consultant
9 326 (4.43%) IT Support Engineer
10 293 (3.99%) Support Analyst
11 259 (3.52%) Software Engineer
12 256 (3.48%) Support Technician
13 254 (3.45%) Systems Engineer
14 244 (3.32%) Architect
15 224 (3.05%) Technical Support
16 202 (2.75%) IT Technician
17 189 (2.57%) Technical Engineer
18 182 (2.48%) Data Engineer
19 177 (2.41%) Infrastructure Engineer
20 172 (2.34%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 307 (4.18%) .NET
2 279 (3.79%) React
3 230 (3.13%) HTML
4 221 (3.01%) REST
5 184 (2.50%) CSS
6 151 (2.05%) Node.js
6 151 (2.05%) RESTful
7 111 (1.51%) SOAP
8 97 (1.32%) Middleware
9 92 (1.25%) JSON
10 90 (1.22%) Spring
11 87 (1.18%) AngularJS
11 87 (1.18%) Vue
12 77 (1.05%) Kafka
13 71 (0.97%) XML
14 69 (0.94%) Web Services
15 64 (0.87%) OAuth
16 60 (0.82%) ASP.NET
17 57 (0.78%) Spring Boot
18 56 (0.76%) gRPC
Miscellaneous
1 453 (6.16%) Driving Licence
2 433 (5.89%) Onboarding
3 366 (4.98%) Self-Motivation
4 279 (3.79%) Management Information System
5 275 (3.74%) Cloud Native
6 200 (2.72%) Product Ownership
7 178 (2.42%) Data Centre
8 174 (2.37%) Distributed Systems
9 164 (2.23%) Legacy Systems
10 127 (1.73%) Analytical Mindset
11 108 (1.47%) Security Posture
12 102 (1.39%) Enterprise Software
13 94 (1.28%) Data Structures
14 83 (1.13%) Algorithms
15 75 (1.02%) IoT
15 75 (1.02%) Mobile App
16 74 (1.01%) Social Media
17 70 (0.95%) Public Cloud
18 69 (0.94%) Virtual Team
19 67 (0.91%) Cyber Threat
Operating Systems
1 1,184 (16.10%) Windows
2 521 (7.09%) Linux
3 515 (7.00%) Windows Server
4 172 (2.34%) Windows 10
5 128 (1.74%) Windows Server 2016
6 112 (1.52%) Android
7 97 (1.32%) Mac OS
8 95 (1.29%) Apple iOS
9 51 (0.69%) Windows Server 2019
10 46 (0.63%) Unix
11 38 (0.52%) Red Hat Enterprise Linux
12 33 (0.45%) Ubuntu
13 28 (0.38%) VMS
14 26 (0.35%) CentOS
15 18 (0.24%) Windows Server 2012
16 15 (0.20%) Windows 7
17 14 (0.19%) Debian
17 14 (0.19%) Mac OS X
18 9 (0.12%) FreeRTOS
19 7 (0.095%) Embedded Linux
Processes & Methodologies
1 1,603 (21.80%) Continuous Improvement
2 1,151 (15.66%) Agile
3 1,100 (14.96%) Customer Service
4 858 (11.67%) AI
5 822 (11.18%) CI/CD
6 794 (10.80%) Mentoring
7 779 (10.60%) Decision-Making
8 685 (9.32%) Analytics
9 682 (9.28%) DevOps
10 681 (9.26%) Stakeholder Management
11 664 (9.03%) Software Engineering
12 638 (8.68%) ITIL
13 591 (8.04%) Cybersecurity
14 564 (7.67%) Roadmaps
15 533 (7.25%) Business Intelligence
16 531 (7.22%) Computer Science
17 511 (6.95%) Project Management
18 486 (6.61%) Collaborative Working
19 472 (6.42%) Project Delivery
20 453 (6.16%) ERP
Programming Languages
1 1,154 (15.70%) SQL
2 1,091 (14.84%) Python
3 500 (6.80%) JavaScript
4 405 (5.51%) C#
5 373 (5.07%) Java
6 341 (4.64%) PowerShell
7 223 (3.03%) TypeScript
8 193 (2.63%) C++
9 167 (2.27%) Bash
10 94 (1.28%) PHP
11 92 (1.25%) Go
12 69 (0.94%) C
13 65 (0.88%) Data Analysis Expressions
14 63 (0.86%) T-SQL
15 57 (0.78%) Scala
16 41 (0.56%) PL/SQL
16 41 (0.56%) Rust
17 39 (0.53%) R
18 36 (0.49%) Kotlin
18 36 (0.49%) Perl
Qualifications
1 1,171 (15.93%) Degree
2 618 (8.41%) Security Cleared
3 430 (5.85%) SC Cleared
4 269 (3.66%) Computer Science Degree
5 216 (2.94%) DBS Check
6 193 (2.63%) Microsoft Certification
7 140 (1.90%) Cisco Certification
8 129 (1.75%) DV Cleared
9 125 (1.70%) CISSP
10 120 (1.63%) Azure Certification
11 104 (1.41%) Master's Degree
12 83 (1.13%) BPSS Clearance
13 81 (1.10%) PMI Certification
14 77 (1.05%) CCNA
15 75 (1.02%) CCNP
15 75 (1.02%) PMP
16 70 (0.95%) ACCA
17 65 (0.88%) CIMA
18 64 (0.87%) CISM
19 63 (0.86%) HNC
Quality Assurance & Compliance
1 397 (5.40%) QA
2 356 (4.84%) Data Quality
3 301 (4.09%) GDPR
4 216 (2.94%) Cyber Essentials
4 216 (2.94%) SLA
5 195 (2.65%) ISO/IEC 27001
6 184 (2.50%) Accessibility
7 167 (2.27%) PCI DSS
8 154 (2.09%) NIST
9 57 (0.78%) Cyber Essentials PLUS
9 57 (0.78%) PMO
10 37 (0.50%) ISO 9001
11 35 (0.48%) SOC 2
12 34 (0.46%) GRC
13 26 (0.35%) COBIT
14 23 (0.31%) GMP
15 17 (0.23%) Good Clinical Practice
15 17 (0.23%) Sarbanes-Oxley
16 16 (0.22%) Actionable Recommendations
17 15 (0.20%) IFRS
System Software
1 801 (10.89%) Active Directory
2 346 (4.71%) Docker
3 275 (3.74%) Hyper-V
4 237 (3.22%) VMware Infrastructure
5 77 (1.05%) Terminal Server
6 50 (0.68%) Virtual Desktop
7 42 (0.57%) Firmware
8 33 (0.45%) vSphere
9 31 (0.42%) Virtual Machines
10 14 (0.19%) Embedded Firmware
10 14 (0.19%) VMware ESXi
11 12 (0.16%) KVM
12 10 (0.14%) IAG
13 7 (0.095%) VMware NSX
13 7 (0.095%) XenApp
14 6 (0.082%) VMware Workstation
15 5 (0.068%) ClearTrust
16 3 (0.041%) Squid
16 3 (0.041%) Terminal Services
16 3 (0.041%) VMware Server
Systems Management
1 338 (4.60%) Terraform
2 291 (3.96%) Kubernetes
3 284 (3.86%) Microsoft Intune
4 157 (2.14%) Ansible
5 104 (1.41%) Grafana
6 82 (1.12%) SCCM
7 65 (0.88%) Prometheus
8 32 (0.44%) Nagios
9 29 (0.39%) Single Sign-On
10 23 (0.31%) FortiGate
11 19 (0.26%) Jamf Pro
12 16 (0.22%) Puppet
13 15 (0.20%) Argo
13 15 (0.20%) Autotask
14 14 (0.19%) Kibana
15 12 (0.16%) Active Directory Federation Services
15 12 (0.16%) Proxmox
16 11 (0.15%) Docker Swarm
16 11 (0.15%) Kubeflow
16 11 (0.15%) vCenter Server
Vendors
1 2,133 (29.01%) Microsoft
2 351 (4.77%) VMware
3 188 (2.56%) Oracle
4 186 (2.53%) Google
5 179 (2.43%) SAP
6 166 (2.26%) Cisco
7 150 (2.04%) ServiceNow
8 149 (2.03%) Salesforce
9 135 (1.84%) SolarWinds
9 135 (1.84%) Veeam
10 129 (1.75%) Splunk
11 109 (1.48%) Databricks
12 85 (1.16%) Tanium
13 79 (1.07%) Apple
14 78 (1.06%) Nimble Storage
15 77 (1.05%) Brocade
16 64 (0.87%) Dell
17 59 (0.80%) Sage
18 52 (0.71%) Adobe
18 52 (0.71%) Fortinet