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

6 months to
15 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 7,257 8,275 12,893
As % of all permanent jobs in England 8.28% 19.09% 14.57%
As % of the Processes & Methodologies category 11.21% 21.15% 17.70%
Number of salaries quoted 5,219 4,715 7,913
10th Percentile £27,500 £26,500 £26,000
25th Percentile £32,500 £32,500 £33,500
Median annual salary (50th Percentile) £47,500 £49,000 £50,000
Median % change year-on-year -3.06% -2.00% -9.09%
75th Percentile £67,500 £68,750 £67,500
90th Percentile £86,250 £88,750 £84,964
UK median annual salary £47,500 £49,000 £50,000
% change year-on-year -3.06% -2.00% -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 64,714 39,117 72,860
As % of all permanent jobs advertised in England 73.88% 90.26% 82.33%
Number of salaries quoted 45,706 22,312 52,075
10th Percentile £31,000 £28,822 £29,750
25th Percentile £41,250 £39,000 £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 £93,750
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -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 15 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 15 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 1,997 £70,000 +7.69% 1,165
North of England -9 1,488 £45,000 +5.88% 968
South East -3 1,396 £45,000 +5.88% 1,035
Midlands -8 1,040 £42,000 +0.60% 596
North West -7 793 £45,000 -2.17% 483
South West -6 685 £44,000 +17.33% 415
West Midlands -9 583 £42,500 -5.56% 300
East of England -4 569 £42,500 +21.43% 420
Yorkshire -10 507 £42,500 +21.43% 347
East Midlands -10 453 £35,000 -4.11% 295
North East -16 188 £51,500 +28.75% 148
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
1 409 (5.64%) Microsoft Exchange
1 409 (5.64%) SharePoint
2 78 (1.07%) Confluence
3 67 (0.92%) CMS
4 53 (0.73%) Apache
5 39 (0.54%) Apache Airflow
6 38 (0.52%) IIS
7 37 (0.51%) Apache Spark
8 34 (0.47%) WordPress
9 18 (0.25%) SAS
10 15 (0.21%) Palantir Foundry
11 11 (0.15%) WebSphere
12 10 (0.14%) Exchange Server 2013
12 10 (0.14%) WebLogic
13 9 (0.12%) Oracle SOA Suite
14 8 (0.11%) Exchange Server 2007
14 8 (0.11%) Exchange Server 2010
14 8 (0.11%) nginx
15 7 (0.096%) Jupyter
15 7 (0.096%) OpenEdge
Applications
1 465 (6.41%) Microsoft Office
2 412 (5.68%) Microsoft Excel
3 79 (1.09%) Microsoft PowerPoint
4 45 (0.62%) Spreadsheet
5 40 (0.55%) MS Visio
6 27 (0.37%) Microsoft Project
7 16 (0.22%) Chatbot
8 12 (0.17%) 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 (0.069%) Fusion 360
11 5 (0.069%) Lightworks
11 5 (0.069%) 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 81 (1.12%) SAP S/4HANA
2 68 (0.94%) Dynamics CRM
3 44 (0.61%) NetSuite
4 21 (0.29%) Oracle EBS
5 20 (0.28%) Shopify
6 17 (0.23%) Magento
7 14 (0.19%) Salesforce CRM
7 14 (0.19%) SAP ERP
8 12 (0.17%) IBM Planning Analytics
9 11 (0.15%) Dynamics AX
9 11 (0.15%) Dynamics NAV
9 11 (0.15%) Elite 3E
9 11 (0.15%) iTrent
10 10 (0.14%) JDE EnterpriseOne
10 10 (0.14%) Maximo
10 10 (0.14%) SAP Business One
11 9 (0.12%) Workday HCM
12 8 (0.11%) Oracle Applications
12 8 (0.11%) Sage 50
12 8 (0.11%) SAP CO
Cloud Services
1 1,575 (21.70%) Azure
2 1,205 (16.60%) Microsoft 365
3 919 (12.66%) AWS
4 578 (7.96%) Power Platform
5 348 (4.80%) Entra ID
6 342 (4.71%) SaaS
7 331 (4.56%) GCP
8 176 (2.43%) Serverless
9 158 (2.18%) Azure DevOps
9 158 (2.18%) GitHub
10 152 (2.09%) Dynamics 365
11 140 (1.93%) Power Automate
12 126 (1.74%) PowerApps
13 103 (1.42%) OneDrive
14 92 (1.27%) Amazon S3
15 83 (1.14%) GitHub Actions
15 83 (1.14%) Microsoft Copilot
16 75 (1.03%) AWS Lambda
17 74 (1.02%) AWS CloudFormation
18 72 (0.99%) PaaS
Communications & Networking
1 494 (6.81%) Firewall
2 438 (6.04%) DNS
3 376 (5.18%) DHCP
4 302 (4.16%) VPN
5 256 (3.53%) TCP/IP
6 234 (3.22%) WAN
7 219 (3.02%) LAN
8 214 (2.95%) Wi-Fi
9 174 (2.40%) Broadband
10 154 (2.12%) Wireless
11 148 (2.04%) VLAN
12 112 (1.54%) Network Security
13 104 (1.43%) VoIP
14 52 (0.72%) SD-WAN
15 49 (0.68%) Internet
16 45 (0.62%) BGP
17 43 (0.59%) OSPF
18 40 (0.55%) HTTP
19 38 (0.52%) SAN
20 29 (0.40%) Structured Cabling
Database & Business Intelligence
1 453 (6.24%) Power BI
2 335 (4.62%) SQL Server
3 141 (1.94%) Data Warehouse
4 125 (1.72%) Amazon RDS
5 109 (1.50%) MySQL
6 106 (1.46%) Tableau
7 103 (1.42%) NoSQL
7 103 (1.42%) Relational Database
8 101 (1.39%) PostgreSQL
9 90 (1.24%) SQL Server Reporting Services
10 80 (1.10%) SQL Server Integration Services
11 58 (0.80%) MongoDB
12 57 (0.79%) Power Query
13 52 (0.72%) Big Data
14 49 (0.68%) Data Lake
15 47 (0.65%) Azure SQL Database
16 37 (0.51%) DynamoDB
17 34 (0.47%) Metadata
18 33 (0.45%) Amazon Redshift
19 29 (0.40%) Elasticsearch
Development Applications
1 297 (4.09%) Git
2 224 (3.09%) JIRA
3 110 (1.52%) GitLab
4 108 (1.49%) Jenkins
5 28 (0.39%) Rational DOORS
5 28 (0.39%) Selenium
6 27 (0.37%) Cucumber
7 25 (0.34%) Eclipse
8 23 (0.32%) Cypress.io
8 23 (0.32%) Subversion
9 22 (0.30%) JUnit
10 19 (0.26%) Claude Code
10 19 (0.26%) Visual Studio
11 18 (0.25%) Postman
12 17 (0.23%) SonarQube
13 16 (0.22%) Chocolatey
14 14 (0.19%) Maven
15 13 (0.18%) CircleCI
15 13 (0.18%) SQL Server Management Studio (SSMS)
16 12 (0.17%) Bitbucket
General
1 3,452 (47.57%) Social Skills
2 2,090 (28.80%) Analytical Skills
3 1,372 (18.91%) Finance
4 461 (6.35%) Organisational Skills
5 455 (6.27%) Manufacturing
6 366 (5.04%) Inclusion and Diversity
7 354 (4.88%) Law
8 333 (4.59%) Retail
9 305 (4.20%) Marketing
10 283 (3.90%) Legal
11 278 (3.83%) Public Sector
12 269 (3.71%) Banking
13 165 (2.27%) Telecoms
14 149 (2.05%) Electronics
15 134 (1.85%) Presentation Skills
16 132 (1.82%) Influencing Skills
17 113 (1.56%) Documentation Skills
18 102 (1.41%) Aerospace
19 99 (1.36%) Advertising
20 86 (1.19%) Games
Job Titles
1 939 (12.94%) Analyst
2 857 (11.81%) Senior
3 734 (10.11%) IT Support
4 710 (9.78%) Developer
5 602 (8.30%) Support Engineer
6 433 (5.97%) Lead
7 429 (5.91%) IT Engineer
8 330 (4.55%) IT Support Engineer
9 324 (4.46%) Consultant
10 288 (3.97%) Support Analyst
11 259 (3.57%) Software Engineer
12 257 (3.54%) Support Technician
13 255 (3.51%) Systems Engineer
14 240 (3.31%) Architect
15 217 (2.99%) Technical Support
16 203 (2.80%) IT Technician
17 180 (2.48%) Technical Engineer
18 177 (2.44%) Infrastructure Engineer
19 176 (2.43%) Data Engineer
20 167 (2.30%) Administrator
Libraries, Frameworks & Software Standards
1 298 (4.11%) .NET
2 276 (3.80%) React
3 224 (3.09%) HTML
4 213 (2.94%) REST
5 181 (2.49%) CSS
6 152 (2.09%) RESTful
7 147 (2.03%) Node.js
8 109 (1.50%) SOAP
9 99 (1.36%) Middleware
10 91 (1.25%) JSON
10 91 (1.25%) Spring
11 87 (1.20%) Vue
12 86 (1.19%) AngularJS
13 75 (1.03%) Kafka
14 71 (0.98%) XML
15 69 (0.95%) Web Services
16 64 (0.88%) OAuth
17 59 (0.81%) Spring Boot
18 56 (0.77%) gRPC
19 55 (0.76%) ASP.NET
Miscellaneous
1 450 (6.20%) Driving Licence
2 424 (5.84%) Onboarding
3 359 (4.95%) Self-Motivation
4 276 (3.80%) Cloud Native
5 273 (3.76%) Management Information System
6 202 (2.78%) Product Ownership
7 177 (2.44%) Data Centre
8 172 (2.37%) Distributed Systems
9 161 (2.22%) Legacy Systems
10 125 (1.72%) Analytical Mindset
11 108 (1.49%) Security Posture
12 101 (1.39%) Enterprise Software
13 92 (1.27%) Data Structures
14 85 (1.17%) Mobile App
15 81 (1.12%) Algorithms
16 78 (1.07%) Social Media
17 74 (1.02%) IoT
18 71 (0.98%) Public Cloud
19 65 (0.90%) Low-Code
19 65 (0.90%) Virtual Team
Operating Systems
1 1,179 (16.25%) Windows
2 521 (7.18%) Linux
3 515 (7.10%) Windows Server
4 177 (2.44%) Windows 10
5 133 (1.83%) Windows Server 2016
6 114 (1.57%) Android
7 95 (1.31%) Apple iOS
7 95 (1.31%) Mac OS
8 56 (0.77%) Windows Server 2019
9 45 (0.62%) Unix
10 42 (0.58%) Red Hat Enterprise Linux
11 33 (0.45%) Ubuntu
12 29 (0.40%) CentOS
12 29 (0.40%) VMS
13 18 (0.25%) Windows Server 2012
14 16 (0.22%) Windows 7
15 14 (0.19%) Debian
15 14 (0.19%) Mac OS X
16 9 (0.12%) FreeRTOS
17 7 (0.096%) Windows 8
Processes & Methodologies
1 1,573 (21.68%) Continuous Improvement
2 1,131 (15.58%) Agile
3 1,090 (15.02%) Customer Service
4 838 (11.55%) AI
5 811 (11.18%) CI/CD
6 797 (10.98%) Mentoring
7 768 (10.58%) Decision-Making
8 677 (9.33%) Analytics
8 677 (9.33%) DevOps
9 664 (9.15%) Software Engineering
10 653 (9.00%) Stakeholder Management
11 625 (8.61%) ITIL
12 589 (8.12%) Cybersecurity
13 563 (7.76%) Roadmaps
14 525 (7.23%) Computer Science
15 519 (7.15%) Business Intelligence
16 498 (6.86%) Project Management
17 479 (6.60%) Collaborative Working
18 453 (6.24%) Project Delivery
19 446 (6.15%) ERP
Programming Languages
1 1,135 (15.64%) SQL
2 1,089 (15.01%) Python
3 494 (6.81%) JavaScript
4 395 (5.44%) C#
5 373 (5.14%) Java
6 346 (4.77%) PowerShell
7 221 (3.05%) TypeScript
8 190 (2.62%) C++
9 174 (2.40%) Bash
10 94 (1.30%) PHP
11 92 (1.27%) Go
12 67 (0.92%) C
13 66 (0.91%) Data Analysis Expressions
14 61 (0.84%) T-SQL
15 56 (0.77%) Scala
16 44 (0.61%) Rust
17 42 (0.58%) PL/SQL
18 38 (0.52%) R
19 37 (0.51%) Kotlin
20 36 (0.50%) Bicep
Qualifications
1 1,143 (15.75%) Degree
2 600 (8.27%) Security Cleared
3 413 (5.69%) SC Cleared
4 267 (3.68%) Computer Science Degree
5 219 (3.02%) DBS Check
6 194 (2.67%) Microsoft Certification
7 133 (1.83%) Cisco Certification
8 125 (1.72%) CISSP
9 123 (1.69%) DV Cleared
10 115 (1.58%) Azure Certification
11 102 (1.41%) Master's Degree
12 83 (1.14%) BPSS Clearance
13 80 (1.10%) PMI Certification
14 75 (1.03%) CCNA
14 75 (1.03%) PMP
15 69 (0.95%) ACCA
16 68 (0.94%) CCNP
17 64 (0.88%) A+ Certification
17 64 (0.88%) CIMA
17 64 (0.88%) CISM
Quality Assurance & Compliance
1 393 (5.42%) QA
2 349 (4.81%) Data Quality
3 302 (4.16%) GDPR
4 216 (2.98%) Cyber Essentials
5 214 (2.95%) SLA
6 196 (2.70%) ISO/IEC 27001
7 178 (2.45%) Accessibility
8 166 (2.29%) PCI DSS
9 152 (2.09%) NIST
10 57 (0.79%) Cyber Essentials PLUS
11 55 (0.76%) PMO
12 37 (0.51%) ISO 9001
13 35 (0.48%) SOC 2
14 34 (0.47%) GRC
15 26 (0.36%) COBIT
16 22 (0.30%) GMP
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.22%) Good Clinical Practice
19 15 (0.21%) Actionable Recommendations
19 15 (0.21%) IFRS
System Software
1 804 (11.08%) Active Directory
2 341 (4.70%) Docker
3 275 (3.79%) Hyper-V
4 234 (3.22%) VMware Infrastructure
5 77 (1.06%) Terminal Server
6 49 (0.68%) Virtual Desktop
7 41 (0.56%) Firmware
8 34 (0.47%) vSphere
9 32 (0.44%) Virtual Machines
10 14 (0.19%) KVM
11 13 (0.18%) Embedded Firmware
11 13 (0.18%) VMware ESXi
12 10 (0.14%) IAG
13 7 (0.096%) VMware NSX
13 7 (0.096%) VMware Workstation
13 7 (0.096%) XenApp
14 5 (0.069%) ClearTrust
15 3 (0.041%) Microsoft Virtual Server
15 3 (0.041%) Terminal Services
15 3 (0.041%) VMware Server
Systems Management
1 339 (4.67%) Terraform
2 293 (4.04%) Kubernetes
3 283 (3.90%) Microsoft Intune
4 160 (2.20%) Ansible
5 106 (1.46%) Grafana
6 80 (1.10%) SCCM
7 65 (0.90%) Prometheus
8 32 (0.44%) Nagios
9 29 (0.40%) Single Sign-On
10 23 (0.32%) FortiGate
11 18 (0.25%) Jamf Pro
12 16 (0.22%) Autotask
12 16 (0.22%) Puppet
13 15 (0.21%) Argo
13 15 (0.21%) Kibana
14 13 (0.18%) Active Directory Federation Services
15 12 (0.17%) logstash
15 12 (0.17%) Proxmox
16 11 (0.15%) Docker Swarm
16 11 (0.15%) Kubeflow
Vendors
1 2,099 (28.92%) Microsoft
2 348 (4.80%) VMware
3 185 (2.55%) Google
4 182 (2.51%) Oracle
5 171 (2.36%) SAP
6 158 (2.18%) Cisco
7 148 (2.04%) ServiceNow
8 144 (1.98%) Salesforce
9 135 (1.86%) SolarWinds
10 134 (1.85%) Veeam
11 130 (1.79%) Splunk
12 105 (1.45%) Databricks
13 84 (1.16%) Tanium
14 79 (1.09%) Apple
15 78 (1.07%) Nimble Storage
16 77 (1.06%) Brocade
17 63 (0.87%) Dell
18 57 (0.79%) Adobe
18 57 (0.79%) Sage
19 56 (0.77%) Red Hat