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 19 September 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 9,249 8,219 10,526
As % of all permanent jobs in England 9.03% 19.02% 15.23%
As % of the Processes & Methodologies category 12.30% 21.42% 18.64%
Number of salaries quoted 6,277 4,627 4,542
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £47,000 £45,000 £52,500
Median % change year-on-year +4.44% -14.29% -4.55%
75th Percentile £65,000 £65,000 £71,250
90th Percentile £84,250 £86,250 £85,000
UK median annual salary £47,000 £45,602 £52,500
% change year-on-year +3.07% -13.14% -4.55%

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 75,166 38,365 56,474
As % of all permanent jobs advertised in England 73.42% 88.79% 81.71%
Number of salaries quoted 53,189 22,080 32,110
10th Percentile £31,250 £28,500 £32,000
25th Percentile £42,215 £37,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -8.00%
75th Percentile £80,000 £76,250 £77,500
90th Percentile £100,000 £97,500 £96,250
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

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 19 September 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 19 September 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 2,360 £65,000 - 5,213
North of England -9 1,923 £45,000 +5.88% 1,479
South East -4 1,802 £42,500 - 1,674
Midlands -7 1,378 £42,500 +11.11% 1,153
North West -5 994 £45,000 -7.64% 807
South West -4 947 £45,000 +25.00% 791
West Midlands -8 764 £42,500 -4.59% 707
East of England -2 759 £43,500 +29.85% 761
East Midlands -8 612 £41,500 +18.57% 446
Yorkshire -7 600 £42,500 +28.79% 472
North East +1 332 £48,500 +38.57% 217
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
1 544 (5.88%) SharePoint
2 405 (4.38%) Microsoft Exchange
3 115 (1.24%) Confluence
4 62 (0.67%) IIS
5 49 (0.53%) Apache
6 46 (0.50%) CMS
7 44 (0.48%) Apache Spark
8 36 (0.39%) Apache Airflow
8 36 (0.39%) WordPress
9 18 (0.19%) Oracle Workflow
10 16 (0.17%) SAS
11 12 (0.13%) nginx
11 12 (0.13%) WebLogic
12 11 (0.12%) WebSphere
13 10 (0.11%) Jupyter
13 10 (0.11%) Oracle SOA Suite
14 9 (0.097%) Palantir Foundry
15 7 (0.076%) OpenEdge
15 7 (0.076%) Tomcat
16 6 (0.065%) CICS
Applications
1 647 (7.00%) Microsoft Office
2 580 (6.27%) Microsoft Excel
3 116 (1.25%) Microsoft PowerPoint
4 62 (0.67%) Spreadsheet
5 56 (0.61%) MS Visio
6 51 (0.55%) AutoCAD
7 48 (0.52%) Microsoft Project
8 29 (0.31%) Simulink
9 27 (0.29%) Revit
10 18 (0.19%) SOLIDWORKS
11 16 (0.17%) Chatbot
12 11 (0.12%) Autodesk Flame
12 11 (0.12%) Baselight
12 11 (0.12%) EPLAN
13 10 (0.11%) Navisworks
14 8 (0.086%) Adobe Creative Suite
14 8 (0.086%) Fusion 360
14 8 (0.086%) Trello
15 6 (0.065%) Lightworks
15 6 (0.065%) Siemens NX
Business Applications
1 94 (1.02%) Dynamics CRM
2 90 (0.97%) SAP S/4HANA
3 82 (0.89%) NetSuite
4 39 (0.42%) Oracle EBS
5 33 (0.36%) Shopify
6 23 (0.25%) Oracle Payables
7 19 (0.21%) Dynamics AX
8 16 (0.17%) Oracle Cash Management
9 15 (0.16%) Magento
9 15 (0.16%) Oracle Subledger Accounting
10 14 (0.15%) Dynamics NAV
10 14 (0.15%) SAP Business One
10 14 (0.15%) Workday HCM
11 13 (0.14%) Elite 3E
11 13 (0.14%) IBM Planning Analytics
11 13 (0.14%) Salesforce CRM
12 12 (0.13%) Payment Gateway
13 11 (0.12%) Oracle ERP
13 11 (0.12%) Primavera
13 11 (0.12%) SAP ERP
Cloud Services
1 1,782 (19.27%) Azure
2 1,435 (15.52%) Microsoft 365
3 1,058 (11.44%) AWS
4 793 (8.57%) Power Platform
5 445 (4.81%) Entra ID
6 402 (4.35%) SaaS
7 352 (3.81%) GCP
8 234 (2.53%) Azure DevOps
9 222 (2.40%) GitHub
10 205 (2.22%) Power Automate
11 199 (2.15%) Dynamics 365
12 192 (2.08%) Serverless
13 170 (1.84%) PowerApps
14 143 (1.55%) OneDrive
15 142 (1.54%) Microsoft Copilot
16 112 (1.21%) Amazon S3
17 103 (1.11%) GitHub Actions
18 90 (0.97%) AWS Lambda
19 89 (0.96%) Google Workspace
20 87 (0.94%) AWS CloudFormation
Communications & Networking
1 526 (5.69%) Firewall
2 499 (5.40%) DNS
3 418 (4.52%) DHCP
4 355 (3.84%) VPN
5 296 (3.20%) TCP/IP
6 239 (2.58%) Wi-Fi
7 201 (2.17%) WAN
8 198 (2.14%) LAN
9 197 (2.13%) Wireless
10 182 (1.97%) VLAN
11 161 (1.74%) Network Security
12 109 (1.18%) VoIP
13 70 (0.76%) Broadband
14 60 (0.65%) Internet
15 43 (0.46%) SAN
16 39 (0.42%) HTTP
17 37 (0.40%) SD-WAN
18 35 (0.38%) BGP
18 35 (0.38%) SSL
19 33 (0.36%) OSPF
Database & Business Intelligence
1 624 (6.75%) Power BI
2 433 (4.68%) SQL Server
3 158 (1.71%) Relational Database
4 151 (1.63%) Data Warehouse
5 143 (1.55%) MySQL
6 133 (1.44%) Tableau
7 131 (1.42%) Amazon RDS
8 121 (1.31%) PostgreSQL
9 104 (1.12%) NoSQL
10 93 (1.01%) SQL Server Reporting Services
11 82 (0.89%) SQL Server Integration Services
12 70 (0.76%) Azure SQL Database
12 70 (0.76%) Big Data
13 69 (0.75%) Data Lake
14 65 (0.70%) MongoDB
15 61 (0.66%) Power Query
16 60 (0.65%) Metadata
17 43 (0.46%) DynamoDB
18 40 (0.43%) Electronic Patient Records
19 37 (0.40%) Looker
Development Applications
1 391 (4.23%) Git
2 323 (3.49%) JIRA
3 147 (1.59%) Jenkins
4 111 (1.20%) GitLab
5 42 (0.45%) Claude Code
6 41 (0.44%) Eclipse
6 41 (0.44%) Selenium
7 35 (0.38%) JUnit
8 34 (0.37%) Subversion
9 32 (0.35%) Cucumber
10 25 (0.27%) Oracle Forms
10 25 (0.27%) Postman
11 24 (0.26%) Cypress.io
11 24 (0.26%) Rational DOORS
12 22 (0.24%) Bitbucket
13 20 (0.22%) SonarQube
14 19 (0.21%) TeamCity
15 15 (0.16%) Chocolatey
15 15 (0.16%) Maven
16 14 (0.15%) LabVIEW
General
1 4,636 (50.12%) Social Skills
2 2,742 (29.65%) Analytical Skills
3 1,827 (19.75%) Finance
4 843 (9.11%) Manufacturing
5 701 (7.58%) Organisational Skills
6 550 (5.95%) Inclusion and Diversity
6 550 (5.95%) Law
7 498 (5.38%) Retail
8 393 (4.25%) Marketing
9 383 (4.14%) Public Sector
10 359 (3.88%) Legal
11 297 (3.21%) Banking
12 288 (3.11%) Electronics
13 280 (3.03%) Aerospace
14 229 (2.48%) Telecoms
15 199 (2.15%) Influencing Skills
16 175 (1.89%) Presentation Skills
17 138 (1.49%) Automotive
18 121 (1.31%) Documentation Skills
19 109 (1.18%) Advertising
Job Titles
1 1,195 (12.92%) Analyst
2 996 (10.77%) Senior
3 818 (8.84%) Developer
4 764 (8.26%) IT Support
5 606 (6.55%) Support Engineer
6 532 (5.75%) Lead
7 435 (4.70%) Consultant
8 415 (4.49%) IT Engineer
9 406 (4.39%) Support Analyst
10 326 (3.52%) Software Engineer
11 317 (3.43%) IT Support Engineer
12 290 (3.14%) Architect
13 277 (2.99%) Technical Support
14 268 (2.90%) Support Technician
15 250 (2.70%) Systems Engineer
16 243 (2.63%) IT Technician
17 230 (2.49%) Technical Engineer
18 222 (2.40%) Administrator
19 207 (2.24%) Data Engineer
20 206 (2.23%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 395 (4.27%) .NET
2 385 (4.16%) Terraform
3 312 (3.37%) React
4 296 (3.20%) REST
5 276 (2.98%) HTML
6 208 (2.25%) CSS
7 185 (2.00%) RESTful
8 147 (1.59%) Node.js
9 122 (1.32%) Spring
10 120 (1.30%) SOAP
11 113 (1.22%) Web Services
12 108 (1.17%) AngularJS
13 106 (1.15%) JSON
14 98 (1.06%) XML
15 97 (1.05%) ASP.NET
16 94 (1.02%) Vue
17 93 (1.01%) Kafka
18 92 (0.99%) Middleware
19 80 (0.86%) Spring Boot
20 69 (0.75%) OAuth
Miscellaneous
1 657 (7.10%) Driving Licence
2 647 (7.00%) Onboarding
3 481 (5.20%) Self-Motivation
4 408 (4.41%) Management Information System
5 330 (3.57%) Cloud Native
6 262 (2.83%) Product Ownership
7 192 (2.08%) Data Centre
8 175 (1.89%) Enterprise Software
9 166 (1.79%) Legacy Systems
10 140 (1.51%) Distributed Systems
11 128 (1.38%) Robotics
12 117 (1.27%) Analytical Mindset
12 117 (1.27%) Cyber Threat
13 116 (1.25%) AI Agents
13 116 (1.25%) Security Posture
14 114 (1.23%) Data Structures
15 110 (1.19%) NHS
16 103 (1.11%) IoT
17 96 (1.04%) Algorithms
18 85 (0.92%) Public Cloud
Operating Systems
1 1,383 (14.95%) Windows
2 566 (6.12%) Linux
3 562 (6.08%) Windows Server
4 166 (1.79%) Windows 10
5 121 (1.31%) Mac OS
6 110 (1.19%) Apple iOS
7 99 (1.07%) Windows Server 2016
8 98 (1.06%) Android
9 56 (0.61%) Unix
10 48 (0.52%) Windows Server 2019
11 32 (0.35%) Ubuntu
11 32 (0.35%) VMS
12 29 (0.31%) Red Hat Enterprise Linux
13 15 (0.16%) Embedded Linux
14 11 (0.12%) CentOS
15 10 (0.11%) Debian
15 10 (0.11%) FreeRTOS
15 10 (0.11%) Windows Server 2012
16 9 (0.097%) Rocky
17 8 (0.086%) Mac OS X
Processes & Methodologies
1 2,362 (25.54%) Continuous Improvement
2 1,493 (16.14%) Customer Service
3 1,453 (15.71%) Agile
4 1,183 (12.79%) AI
5 1,111 (12.01%) Stakeholder Management
6 1,077 (11.64%) Decision-Making
7 973 (10.52%) Mentoring
8 941 (10.17%) CI/CD
9 838 (9.06%) Analytics
10 808 (8.74%) Software Engineering
11 793 (8.57%) DevOps
12 765 (8.27%) Project Delivery
13 742 (8.02%) Cybersecurity
14 703 (7.60%) Business Intelligence
15 678 (7.33%) ITIL
16 677 (7.32%) Roadmaps
17 676 (7.31%) Project Management
18 649 (7.02%) Stakeholder Engagement
19 643 (6.95%) Computer Science
20 637 (6.89%) Collaborative Working
Programming Languages
1 1,403 (15.17%) SQL
2 1,208 (13.06%) Python
3 596 (6.44%) JavaScript
4 502 (5.43%) C#
5 447 (4.83%) Java
6 393 (4.25%) PowerShell
7 269 (2.91%) TypeScript
8 250 (2.70%) C++
9 175 (1.89%) Bash
10 102 (1.10%) C
11 83 (0.90%) PHP
12 81 (0.88%) T-SQL
13 79 (0.85%) Data Analysis Expressions
14 72 (0.78%) Go
15 57 (0.62%) PL/SQL
16 50 (0.54%) R
17 49 (0.53%) Rust
18 47 (0.51%) Shell Script
19 45 (0.49%) Perl
19 45 (0.49%) Ruby
Qualifications
1 1,622 (17.54%) Degree
2 867 (9.37%) Security Cleared
3 582 (6.29%) SC Cleared
4 331 (3.58%) Computer Science Degree
5 267 (2.89%) DBS Check
6 221 (2.39%) Microsoft Certification
7 204 (2.21%) HNC
8 199 (2.15%) DV Cleared
9 189 (2.04%) Azure Certification
10 180 (1.95%) HND
11 158 (1.71%) BPSS Clearance
12 150 (1.62%) Master's Degree
13 148 (1.60%) CISSP
14 146 (1.58%) Cisco Certification
15 105 (1.14%) PMI Certification
16 84 (0.91%) AWS Certification
16 84 (0.91%) Chartered Engineer
16 84 (0.91%) CISM
17 82 (0.89%) PMP
18 80 (0.86%) ACCA
Quality Assurance & Compliance
1 522 (5.64%) QA
2 466 (5.04%) Data Quality
3 374 (4.04%) GDPR
4 267 (2.89%) Accessibility
5 241 (2.61%) SLA
6 215 (2.32%) ISO/IEC 27001
7 191 (2.07%) Cyber Essentials
8 155 (1.68%) NIST
9 132 (1.43%) PCI DSS
10 67 (0.72%) PMO
11 50 (0.54%) Cyber Essentials PLUS
12 45 (0.49%) GRC
13 44 (0.48%) ISO 9001
14 29 (0.31%) NCSC
15 24 (0.26%) Actionable Recommendations
15 24 (0.26%) Sarbanes-Oxley
16 22 (0.24%) SOC 2
17 21 (0.23%) DO-254
18 19 (0.21%) GMP
18 19 (0.21%) Good Clinical Practice
System Software
1 912 (9.86%) Active Directory
2 373 (4.03%) Docker
3 281 (3.04%) Hyper-V
4 264 (2.85%) VMware Infrastructure
5 65 (0.70%) Firmware
6 63 (0.68%) Terminal Server
7 52 (0.56%) Virtual Desktop
8 48 (0.52%) Virtual Machines
9 37 (0.40%) vSphere
10 26 (0.28%) Embedded Firmware
11 21 (0.23%) VMware ESXi
12 12 (0.13%) Virtual Servers
13 10 (0.11%) GPFS
13 10 (0.11%) StorNext
14 9 (0.097%) KVM
15 7 (0.076%) IAG
16 6 (0.065%) VMware NSX
17 5 (0.054%) ClearTrust
17 5 (0.054%) Squid
18 4 (0.043%) Slurm Workload Manager
Systems Management
1 351 (3.80%) Kubernetes
2 303 (3.28%) Microsoft Intune
3 152 (1.64%) Ansible
4 92 (0.99%) Grafana
5 73 (0.79%) SCCM
6 71 (0.77%) Single Sign-On
7 52 (0.56%) Prometheus
8 27 (0.29%) Jamf Pro
9 26 (0.28%) BMC PATROL
10 24 (0.26%) FortiGate
11 22 (0.24%) Argo
12 17 (0.18%) Nagios
12 17 (0.18%) Puppet
13 16 (0.17%) Functional Safety
14 15 (0.16%) Kibana
15 12 (0.13%) logstash
15 12 (0.13%) Progress Chef
16 11 (0.12%) Nmap
16 11 (0.12%) Proxmox
17 10 (0.11%) vCenter Server
Vendors
1 2,740 (29.62%) Microsoft
2 389 (4.21%) VMware
3 310 (3.35%) SAP
4 271 (2.93%) Google
5 269 (2.91%) Oracle
6 189 (2.04%) ServiceNow
7 175 (1.89%) Salesforce
8 170 (1.84%) Cisco
9 142 (1.54%) Databricks
10 129 (1.39%) Veeam
11 122 (1.32%) Splunk
12 118 (1.28%) Sage
13 98 (1.06%) SolarWinds
14 87 (0.94%) Apple
15 81 (0.88%) Workday
16 73 (0.79%) Fortinet
17 71 (0.77%) Tanium
18 67 (0.72%) HubSpot
19 64 (0.69%) Nimble Storage
20 63 (0.68%) Brocade