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 8 October 2026, with comparisons to the same periods in the previous two years.

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 6 4 7
Rank change year-on-year -2 +3 +4
Permanent jobs citing Problem-Solving 9,644 7,991 10,225
As % of all permanent jobs in England 9.31% 18.46% 15.59%
As % of the Processes & Methodologies category 12.65% 20.74% 18.90%
Number of salaries quoted 6,465 4,487 4,153
10th Percentile £27,750 £26,250 £27,500
25th Percentile £32,750 £31,250 £37,500
Median annual salary (50th Percentile) £46,000 £45,000 £52,500
Median % change year-on-year +2.22% -14.29% -4.55%
75th Percentile £63,750 £65,000 £71,250
90th Percentile £82,500 £85,000 £85,000
UK median annual salary £46,000 £45,000 £52,500
% change year-on-year +2.22% -14.29% -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 76,241 38,534 54,114
As % of all permanent jobs advertised in England 73.63% 89.00% 82.49%
Number of salaries quoted 53,599 21,786 29,155
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £43,500
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -1.64%
75th Percentile £80,000 £75,900 £78,750
90th Percentile £100,000 £97,500 £97,500
UK median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% -

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 8 October 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 8 October 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 2,357 £63,000 -3.08% 5,567
North of England -7 2,039 £45,000 - 1,683
South East -1 1,905 £41,500 +1.22% 1,751
Midlands -6 1,455 £42,500 +11.84% 1,146
North West -2 1,053 £46,000 -8.00% 844
South West -1 981 £45,000 +22.45% 860
East of England -1 824 £43,500 +33.85% 872
West Midlands -5 816 £42,500 - 697
East Midlands -6 637 £42,000 +29.23% 449
Yorkshire -7 610 £42,500 +28.79% 592
North East +6 385 £50,000 +51.52% 263
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
1 556 (5.77%) SharePoint
2 413 (4.28%) Microsoft Exchange
3 116 (1.20%) Confluence
4 64 (0.66%) IIS
5 52 (0.54%) Apache
6 51 (0.53%) CMS
7 50 (0.52%) Apache Spark
8 40 (0.41%) Apache Airflow
9 35 (0.36%) WordPress
10 18 (0.19%) Oracle Workflow
11 14 (0.15%) Jupyter
12 13 (0.13%) nginx
12 13 (0.13%) SAS
12 13 (0.13%) WebLogic
13 11 (0.11%) Oracle SOA Suite
13 11 (0.11%) WebSphere
14 9 (0.093%) Palantir Foundry
15 7 (0.073%) CICS
15 7 (0.073%) OpenEdge
16 6 (0.062%) Tomcat
Applications
1 683 (7.08%) Microsoft Office
2 618 (6.41%) Microsoft Excel
3 133 (1.38%) Microsoft PowerPoint
4 66 (0.68%) Spreadsheet
5 60 (0.62%) AutoCAD
6 57 (0.59%) MS Visio
7 51 (0.53%) Microsoft Project
8 33 (0.34%) Simulink
9 31 (0.32%) Revit
10 20 (0.21%) SOLIDWORKS
11 16 (0.17%) Chatbot
11 16 (0.17%) EPLAN
12 14 (0.15%) Navisworks
13 12 (0.12%) OrCAD
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 9 (0.093%) Adobe Creative Suite
16 8 (0.083%) Trello
17 6 (0.062%) Lightworks
17 6 (0.062%) Siemens NX
Business Applications
1 89 (0.92%) Dynamics CRM
1 89 (0.92%) SAP S/4HANA
2 81 (0.84%) NetSuite
3 38 (0.39%) Oracle EBS
4 35 (0.36%) Shopify
5 24 (0.25%) Dynamics AX
6 23 (0.24%) Oracle Payables
7 18 (0.19%) Workday HCM
8 17 (0.18%) Oracle Cash Management
9 16 (0.17%) Oracle Subledger Accounting
10 15 (0.16%) Salesforce CRM
11 13 (0.13%) Dynamics NAV
11 13 (0.13%) Payment Gateway
12 12 (0.12%) IBM Planning Analytics
12 12 (0.12%) Oracle Applications
13 11 (0.11%) iTrent
13 11 (0.11%) Oracle ERP
13 11 (0.11%) Primavera
13 11 (0.11%) SAP Business One
13 11 (0.11%) SAP ERP
Cloud Services
1 1,788 (18.54%) Azure
2 1,475 (15.29%) Microsoft 365
3 1,050 (10.89%) AWS
4 793 (8.22%) Power Platform
5 487 (5.05%) Entra ID
6 416 (4.31%) SaaS
7 350 (3.63%) GCP
8 241 (2.50%) Azure DevOps
9 220 (2.28%) GitHub
10 202 (2.09%) Power Automate
11 185 (1.92%) Dynamics 365
12 180 (1.87%) Serverless
13 166 (1.72%) PowerApps
14 163 (1.69%) OneDrive
15 160 (1.66%) Microsoft Copilot
16 115 (1.19%) Amazon S3
17 106 (1.10%) GitHub Actions
18 105 (1.09%) Google Workspace
19 91 (0.94%) AWS CloudFormation
20 87 (0.90%) AWS Lambda
Communications & Networking
1 536 (5.56%) Firewall
2 522 (5.41%) DNS
3 427 (4.43%) DHCP
4 368 (3.82%) VPN
5 307 (3.18%) TCP/IP
6 249 (2.58%) Wi-Fi
7 206 (2.14%) Wireless
8 205 (2.13%) LAN
9 201 (2.08%) WAN
10 191 (1.98%) VLAN
11 170 (1.76%) Network Security
12 103 (1.07%) VoIP
13 73 (0.76%) Internet
14 63 (0.65%) Broadband
15 41 (0.43%) BGP
16 39 (0.40%) SAN
17 38 (0.39%) HTTP
18 35 (0.36%) SD-WAN
18 35 (0.36%) SSL
19 32 (0.33%) OSPF
Database & Business Intelligence
1 607 (6.29%) Power BI
2 426 (4.42%) SQL Server
3 169 (1.75%) Relational Database
4 149 (1.55%) Data Warehouse
5 141 (1.46%) MySQL
6 137 (1.42%) Amazon RDS
7 131 (1.36%) PostgreSQL
8 113 (1.17%) Tableau
9 103 (1.07%) NoSQL
10 79 (0.82%) SQL Server Reporting Services
11 72 (0.75%) Big Data
12 71 (0.74%) Azure SQL Database
12 71 (0.74%) Data Lake
13 70 (0.73%) SQL Server Integration Services
14 67 (0.69%) Metadata
15 65 (0.67%) MongoDB
16 55 (0.57%) Power Query
17 40 (0.41%) DynamoDB
17 40 (0.41%) Electronic Patient Records
18 38 (0.39%) Oracle Reports
Development Applications
1 386 (4.00%) Git
2 326 (3.38%) JIRA
3 151 (1.57%) Jenkins
4 124 (1.29%) GitLab
5 46 (0.48%) Claude Code
6 45 (0.47%) Selenium
7 42 (0.44%) Eclipse
8 35 (0.36%) JUnit
9 34 (0.35%) Subversion
10 30 (0.31%) Cypress.io
11 28 (0.29%) Cucumber
12 27 (0.28%) Oracle Forms
12 27 (0.28%) TeamCity
13 24 (0.25%) Postman
14 22 (0.23%) Rational DOORS
15 21 (0.22%) LabVIEW
16 20 (0.21%) Bitbucket
17 15 (0.16%) MLflow
17 15 (0.16%) SonarQube
17 15 (0.16%) Visual Studio
General
1 4,858 (50.37%) Social Skills
2 2,807 (29.11%) Analytical Skills
3 1,912 (19.83%) Finance
4 1,001 (10.38%) Manufacturing
5 781 (8.10%) Organisational Skills
6 570 (5.91%) Retail
7 561 (5.82%) Inclusion and Diversity
8 529 (5.49%) Law
9 404 (4.19%) Marketing
10 400 (4.15%) Public Sector
11 377 (3.91%) Legal
12 357 (3.70%) Electronics
13 311 (3.22%) Aerospace
14 300 (3.11%) Banking
15 239 (2.48%) Telecoms
16 196 (2.03%) Influencing Skills
16 196 (2.03%) Presentation Skills
17 166 (1.72%) Automotive
18 148 (1.53%) Documentation Skills
19 111 (1.15%) Advertising
Job Titles
1 1,220 (12.65%) Analyst
2 1,033 (10.71%) Senior
3 813 (8.43%) Developer
4 793 (8.22%) IT Support
5 623 (6.46%) Support Engineer
6 530 (5.50%) Lead
7 450 (4.67%) Consultant
8 426 (4.42%) Support Analyst
9 413 (4.28%) IT Engineer
10 322 (3.34%) IT Support Engineer
11 318 (3.30%) Software Engineer
12 293 (3.04%) Technical Support
13 269 (2.79%) Support Technician
14 268 (2.78%) Architect
15 252 (2.61%) IT Technician
16 240 (2.49%) Technical Engineer
17 228 (2.36%) Systems Engineer
18 225 (2.33%) Administrator
19 215 (2.23%) Technical Support Engineer
20 209 (2.17%) Data Engineer
Libraries, Frameworks & Software Standards
1 409 (4.24%) .NET
2 387 (4.01%) Terraform
3 309 (3.20%) React
4 295 (3.06%) REST
5 254 (2.63%) HTML
6 191 (1.98%) CSS
7 175 (1.81%) RESTful
8 150 (1.56%) Node.js
9 122 (1.27%) Spring
10 113 (1.17%) Web Services
11 106 (1.10%) SOAP
12 102 (1.06%) AngularJS
13 101 (1.05%) ASP.NET
14 95 (0.99%) Kafka
15 92 (0.95%) JSON
16 86 (0.89%) XML
17 85 (0.88%) Vue
18 83 (0.86%) Middleware
18 83 (0.86%) Spring Boot
19 64 (0.66%) LangChain
Miscellaneous
1 765 (7.93%) Driving Licence
2 696 (7.22%) Onboarding
3 507 (5.26%) Self-Motivation
4 446 (4.62%) Management Information System
5 346 (3.59%) Cloud Native
6 244 (2.53%) Product Ownership
7 194 (2.01%) Enterprise Software
8 180 (1.87%) Data Centre
9 170 (1.76%) Legacy Systems
10 163 (1.69%) Robotics
11 134 (1.39%) Distributed Systems
12 126 (1.31%) Security Posture
13 124 (1.29%) AI Agents
14 120 (1.24%) Cyber Threat
15 114 (1.18%) Analytical Mindset
16 110 (1.14%) NHS
17 109 (1.13%) Data Structures
18 99 (1.03%) IoT
19 95 (0.99%) Algorithms
20 88 (0.91%) Mobile App
Operating Systems
1 1,417 (14.69%) Windows
2 584 (6.06%) Windows Server
3 541 (5.61%) Linux
4 162 (1.68%) Windows 10
5 124 (1.29%) Mac OS
6 101 (1.05%) Apple iOS
7 100 (1.04%) Windows Server 2016
8 95 (0.99%) Android
9 49 (0.51%) Unix
9 49 (0.51%) Windows Server 2019
10 28 (0.29%) Ubuntu
11 27 (0.28%) VMS
12 25 (0.26%) Red Hat Enterprise Linux
13 15 (0.16%) Embedded Linux
14 9 (0.093%) FreeRTOS
14 9 (0.093%) Rocky
15 8 (0.083%) Debian
16 7 (0.073%) Windows Server 2012
17 5 (0.052%) CentOS
17 5 (0.052%) Windows 7
Processes & Methodologies
1 2,551 (26.45%) Continuous Improvement
2 1,575 (16.33%) Customer Service
3 1,471 (15.25%) Agile
4 1,246 (12.92%) AI
5 1,229 (12.74%) Stakeholder Management
6 1,104 (11.45%) Decision-Making
7 981 (10.17%) Mentoring
8 964 (10.00%) CI/CD
9 838 (8.69%) Analytics
10 810 (8.40%) Project Delivery
11 797 (8.26%) Software Engineering
12 791 (8.20%) DevOps
13 770 (7.98%) Cybersecurity
14 698 (7.24%) Project Management
15 684 (7.09%) Business Intelligence
16 678 (7.03%) Collaborative Working
17 667 (6.92%) Stakeholder Engagement
18 659 (6.83%) ITIL
19 643 (6.67%) Computer Science
19 643 (6.67%) Roadmaps
Programming Languages
1 1,392 (14.43%) SQL
2 1,213 (12.58%) Python
3 567 (5.88%) JavaScript
4 509 (5.28%) C#
5 448 (4.65%) Java
6 389 (4.03%) PowerShell
7 277 (2.87%) TypeScript
8 254 (2.63%) C++
9 175 (1.81%) Bash
10 108 (1.12%) C
11 78 (0.81%) Go
11 78 (0.81%) PHP
12 74 (0.77%) T-SQL
13 70 (0.73%) Data Analysis Expressions
14 58 (0.60%) R
15 56 (0.58%) PL/SQL
16 51 (0.53%) Ruby
17 50 (0.52%) Rust
18 47 (0.49%) MATLAB
18 47 (0.49%) Shell Script
Qualifications
1 1,705 (17.68%) Degree
2 911 (9.45%) Security Cleared
3 615 (6.38%) SC Cleared
4 335 (3.47%) Computer Science Degree
5 283 (2.93%) DBS Check
6 265 (2.75%) HNC
7 233 (2.42%) Microsoft Certification
8 225 (2.33%) HND
9 210 (2.18%) DV Cleared
10 189 (1.96%) Azure Certification
11 162 (1.68%) BPSS Clearance
12 161 (1.67%) Master's Degree
13 145 (1.50%) CISSP
14 144 (1.49%) Cisco Certification
15 93 (0.96%) Chartered Engineer
15 93 (0.96%) NVQ Level 3
15 93 (0.96%) PMI Certification
16 88 (0.91%) AWS Certification
17 87 (0.90%) ACCA
18 85 (0.88%) CISM
Quality Assurance & Compliance
1 521 (5.40%) QA
2 472 (4.89%) Data Quality
3 373 (3.87%) GDPR
4 267 (2.77%) Accessibility
5 234 (2.43%) SLA
6 224 (2.32%) ISO/IEC 27001
7 191 (1.98%) Cyber Essentials
8 147 (1.52%) NIST
9 135 (1.40%) PCI DSS
10 71 (0.74%) PMO
11 54 (0.56%) ISO 9001
12 48 (0.50%) Cyber Essentials PLUS
13 46 (0.48%) GRC
14 32 (0.33%) NCSC
15 30 (0.31%) Actionable Recommendations
16 26 (0.27%) SOC 2
17 23 (0.24%) DO-254
18 22 (0.23%) Sarbanes-Oxley
19 21 (0.22%) ISO 19650
20 20 (0.21%) Good Clinical Practice
System Software
1 930 (9.64%) Active Directory
2 368 (3.82%) Docker
3 293 (3.04%) Hyper-V
4 253 (2.62%) VMware Infrastructure
5 77 (0.80%) Firmware
6 63 (0.65%) Terminal Server
7 52 (0.54%) Virtual Desktop
8 51 (0.53%) Virtual Machines
9 32 (0.33%) vSphere
10 29 (0.30%) Embedded Firmware
11 19 (0.20%) VMware ESXi
12 17 (0.18%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.093%) KVM
15 7 (0.073%) IAG
16 6 (0.062%) VMware NSX
17 5 (0.052%) ClearTrust
17 5 (0.052%) Squid
18 4 (0.041%) XenApp
Systems Management
1 367 (3.81%) Kubernetes
2 323 (3.35%) Microsoft Intune
3 142 (1.47%) Ansible
4 100 (1.04%) Grafana
5 75 (0.78%) Single Sign-On
6 70 (0.73%) SCCM
7 60 (0.62%) BMC PATROL
8 57 (0.59%) Prometheus
9 31 (0.32%) Jamf Pro
10 27 (0.28%) FortiGate
11 21 (0.22%) Argo
12 18 (0.19%) Functional Safety
13 17 (0.18%) Nagios
14 14 (0.15%) Progress Chef
14 14 (0.15%) Puppet
15 13 (0.13%) Nmap
16 12 (0.12%) Kibana
17 10 (0.10%) Autotask
17 10 (0.10%) Docker Swarm
17 10 (0.10%) Failover Clustering
Vendors
1 2,861 (29.67%) Microsoft
2 379 (3.93%) VMware
3 322 (3.34%) SAP
4 305 (3.16%) Google
5 274 (2.84%) Oracle
6 192 (1.99%) Salesforce
7 184 (1.91%) ServiceNow
8 174 (1.80%) Cisco
9 140 (1.45%) Databricks
9 140 (1.45%) Veeam
10 123 (1.28%) Splunk
11 113 (1.17%) Sage
12 103 (1.07%) Workday
13 95 (0.99%) SolarWinds
14 88 (0.91%) Apple
15 83 (0.86%) Fortinet
16 72 (0.75%) Siemens
16 72 (0.75%) Tanium
17 69 (0.72%) HubSpot
18 64 (0.66%) Brocade