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

6 months to
6 Oct 2026
Same period 2025 Same period 2024
Rank 7 4 7
Rank change year-on-year -3 +3 +4
Permanent jobs citing Problem-Solving 9,636 8,010 10,209
As % of all permanent jobs in England 9.26% 18.54% 15.56%
As % of the Processes & Methodologies category 12.58% 20.82% 18.88%
Number of salaries quoted 6,451 4,506 4,140
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 £83,750 £85,000 £85,000
UK median annual salary £46,500 £45,000 £52,500
% change year-on-year +3.33% -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 76,581 38,469 54,071
As % of all permanent jobs advertised in England 73.57% 89.04% 82.44%
Number of salaries quoted 53,748 21,719 29,115
10th Percentile £31,250 £28,500 £32,500
25th Percentile £42,000 £36,250 £43,125
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 £75,000 £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 6 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 6 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 2,376 £63,500 -2.31% 5,622
North of England -7 2,035 £45,000 - 1,905
South East -2 1,892 £41,585 +2.68% 2,073
Midlands -6 1,452 £42,500 +11.84% 1,346
North West -2 1,049 £45,000 -9.07% 946
South West -2 979 £45,000 +22.45% 981
East of England -1 819 £42,750 +31.54% 996
West Midlands -6 817 £42,500 - 790
East Midlands -7 633 £42,000 +29.23% 555
Yorkshire -7 611 £42,500 +28.79% 667
North East +6 384 £50,000 +49.25% 308
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
1 561 (5.82%) SharePoint
2 412 (4.28%) Microsoft Exchange
3 117 (1.21%) Confluence
4 64 (0.66%) IIS
5 52 (0.54%) Apache
6 51 (0.53%) CMS
7 49 (0.51%) Apache Spark
8 40 (0.42%) Apache Airflow
9 36 (0.37%) 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
1 677 (7.03%) Microsoft Office
2 616 (6.39%) Microsoft Excel
3 131 (1.36%) Microsoft PowerPoint
4 66 (0.68%) Spreadsheet
5 59 (0.61%) AutoCAD
6 58 (0.60%) MS Visio
7 51 (0.53%) Microsoft Project
8 33 (0.34%) Simulink
9 31 (0.32%) Revit
10 20 (0.21%) SOLIDWORKS
11 17 (0.18%) Chatbot
12 15 (0.16%) EPLAN
13 14 (0.15%) Navisworks
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 10 (0.10%) Adobe Creative Suite
15 10 (0.10%) OrCAD
16 8 (0.083%) Trello
17 6 (0.062%) Lightworks
17 6 (0.062%) Siemens NX
Business Applications
1 90 (0.93%) Dynamics CRM
1 90 (0.93%) SAP S/4HANA
2 82 (0.85%) NetSuite
3 39 (0.40%) Oracle EBS
4 35 (0.36%) Shopify
5 23 (0.24%) Oracle Payables
6 22 (0.23%) Dynamics AX
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%) Magento
12 12 (0.12%) Oracle Applications
12 12 (0.12%) SAP Business One
13 11 (0.11%) Oracle ERP
13 11 (0.11%) Primavera
13 11 (0.11%) SAP ERP
Cloud Services
1 1,794 (18.62%) Azure
2 1,474 (15.30%) Microsoft 365
3 1,062 (11.02%) AWS
4 794 (8.24%) Power Platform
5 481 (4.99%) Entra ID
6 416 (4.32%) SaaS
7 350 (3.63%) GCP
8 242 (2.51%) Azure DevOps
9 227 (2.36%) GitHub
10 205 (2.13%) Power Automate
11 187 (1.94%) Dynamics 365
12 182 (1.89%) Serverless
13 169 (1.75%) PowerApps
14 161 (1.67%) OneDrive
15 159 (1.65%) Microsoft Copilot
16 116 (1.20%) Amazon S3
17 108 (1.12%) GitHub Actions
18 105 (1.09%) Google Workspace
19 92 (0.95%) AWS CloudFormation
20 88 (0.91%) AWS Lambda
Communications & Networking
1 538 (5.58%) Firewall
2 520 (5.40%) DNS
3 426 (4.42%) DHCP
4 371 (3.85%) VPN
5 307 (3.19%) TCP/IP
6 253 (2.63%) Wi-Fi
7 209 (2.17%) Wireless
8 206 (2.14%) LAN
9 205 (2.13%) WAN
10 188 (1.95%) VLAN
11 171 (1.77%) Network Security
12 107 (1.11%) VoIP
13 67 (0.70%) Internet
14 62 (0.64%) Broadband
15 39 (0.40%) BGP
15 39 (0.40%) SAN
16 38 (0.39%) HTTP
17 35 (0.36%) SD-WAN
17 35 (0.36%) SSL
18 32 (0.33%) OSPF
Database & Business Intelligence
1 607 (6.30%) Power BI
2 430 (4.46%) SQL Server
3 168 (1.74%) Relational Database
4 149 (1.55%) Data Warehouse
5 141 (1.46%) MySQL
6 135 (1.40%) Amazon RDS
7 131 (1.36%) PostgreSQL
8 113 (1.17%) Tableau
9 102 (1.06%) NoSQL
10 82 (0.85%) SQL Server Reporting Services
11 72 (0.75%) Big Data
12 71 (0.74%) Azure SQL Database
12 71 (0.74%) Data Lake
12 71 (0.74%) SQL Server Integration Services
13 67 (0.70%) Metadata
14 65 (0.67%) MongoDB
15 56 (0.58%) Power Query
16 41 (0.43%) DynamoDB
17 40 (0.42%) Electronic Patient Records
18 38 (0.39%) Oracle Reports
Development Applications
1 389 (4.04%) Git
2 325 (3.37%) JIRA
3 154 (1.60%) Jenkins
4 125 (1.30%) GitLab
5 46 (0.48%) Claude Code
6 43 (0.45%) Selenium
7 42 (0.44%) Eclipse
8 36 (0.37%) JUnit
9 34 (0.35%) Subversion
10 30 (0.31%) Cucumber
11 27 (0.28%) Cypress.io
11 27 (0.28%) Oracle Forms
12 25 (0.26%) Postman
12 25 (0.26%) TeamCity
13 22 (0.23%) Bitbucket
14 21 (0.22%) Rational DOORS
15 20 (0.21%) LabVIEW
16 16 (0.17%) SonarQube
17 15 (0.16%) MLflow
17 15 (0.16%) Visual Studio
General
1 4,862 (50.46%) Social Skills
2 2,804 (29.10%) Analytical Skills
3 1,909 (19.81%) Finance
4 986 (10.23%) Manufacturing
5 776 (8.05%) Organisational Skills
6 560 (5.81%) Retail
7 554 (5.75%) Inclusion and Diversity
8 527 (5.47%) Law
9 404 (4.19%) Public Sector
10 400 (4.15%) Marketing
11 374 (3.88%) Legal
12 344 (3.57%) Electronics
13 307 (3.19%) Aerospace
14 301 (3.12%) Banking
15 242 (2.51%) Telecoms
16 199 (2.07%) Influencing Skills
17 189 (1.96%) Presentation Skills
18 164 (1.70%) Automotive
19 146 (1.52%) Documentation Skills
20 112 (1.16%) Advertising
Job Titles
1 1,227 (12.73%) Analyst
2 1,035 (10.74%) Senior
3 820 (8.51%) Developer
4 797 (8.27%) IT Support
5 623 (6.47%) Support Engineer
6 533 (5.53%) Lead
7 443 (4.60%) Consultant
8 424 (4.40%) Support Analyst
9 415 (4.31%) IT Engineer
10 323 (3.35%) IT Support Engineer
11 317 (3.29%) Software Engineer
12 292 (3.03%) Technical Support
13 274 (2.84%) Support Technician
14 269 (2.79%) Architect
15 252 (2.62%) IT Technician
16 240 (2.49%) Technical Engineer
17 231 (2.40%) Systems Engineer
18 223 (2.31%) Administrator
19 215 (2.23%) Technical Support Engineer
20 210 (2.18%) Business Analyst
Libraries, Frameworks & Software Standards
1 409 (4.24%) .NET
2 391 (4.06%) Terraform
3 311 (3.23%) React
4 295 (3.06%) REST
5 256 (2.66%) HTML
6 192 (1.99%) CSS
7 178 (1.85%) RESTful
8 152 (1.58%) Node.js
9 124 (1.29%) Spring
10 114 (1.18%) Web Services
11 109 (1.13%) SOAP
12 104 (1.08%) AngularJS
13 102 (1.06%) ASP.NET
14 98 (1.02%) Kafka
15 95 (0.99%) JSON
16 89 (0.92%) XML
17 85 (0.88%) Middleware
17 85 (0.88%) Vue
18 84 (0.87%) Spring Boot
19 64 (0.66%) LangChain
Miscellaneous
1 746 (7.74%) Driving Licence
2 684 (7.10%) Onboarding
3 506 (5.25%) Self-Motivation
4 442 (4.59%) Management Information System
5 348 (3.61%) Cloud Native
6 249 (2.58%) Product Ownership
7 196 (2.03%) Enterprise Software
8 188 (1.95%) Data Centre
9 169 (1.75%) Legacy Systems
10 157 (1.63%) Robotics
11 137 (1.42%) Distributed Systems
12 126 (1.31%) Security Posture
13 125 (1.30%) AI Agents
14 121 (1.26%) Cyber Threat
15 116 (1.20%) Analytical Mindset
16 111 (1.15%) NHS
17 110 (1.14%) Data Structures
18 101 (1.05%) IoT
19 99 (1.03%) Algorithms
20 89 (0.92%) Mobile App
Operating Systems
1 1,417 (14.71%) Windows
2 582 (6.04%) Windows Server
3 548 (5.69%) Linux
4 164 (1.70%) Windows 10
5 124 (1.29%) Mac OS
6 103 (1.07%) Apple iOS
7 99 (1.03%) Windows Server 2016
8 97 (1.01%) Android
9 52 (0.54%) Unix
10 48 (0.50%) Windows Server 2019
11 29 (0.30%) Ubuntu
11 29 (0.30%) VMS
12 26 (0.27%) Red Hat Enterprise Linux
13 15 (0.16%) Embedded Linux
14 9 (0.093%) Debian
14 9 (0.093%) FreeRTOS
14 9 (0.093%) Rocky
15 7 (0.073%) CentOS
15 7 (0.073%) Windows Server 2012
16 5 (0.052%) OpenVMS
Processes & Methodologies
1 2,545 (26.41%) Continuous Improvement
2 1,577 (16.37%) Customer Service
3 1,486 (15.42%) Agile
4 1,236 (12.83%) AI
5 1,214 (12.60%) Stakeholder Management
6 1,102 (11.44%) Decision-Making
7 990 (10.27%) Mentoring
8 973 (10.10%) CI/CD
9 852 (8.84%) Analytics
10 805 (8.35%) DevOps
10 805 (8.35%) Project Delivery
11 803 (8.33%) Software Engineering
12 776 (8.05%) Cybersecurity
13 697 (7.23%) Project Management
14 686 (7.12%) Business Intelligence
15 673 (6.98%) Collaborative Working
15 673 (6.98%) Stakeholder Engagement
16 662 (6.87%) ITIL
17 655 (6.80%) Roadmaps
18 644 (6.68%) Computer Science
Programming Languages
1 1,396 (14.49%) SQL
2 1,211 (12.57%) Python
3 572 (5.94%) JavaScript
4 511 (5.30%) C#
5 454 (4.71%) Java
6 388 (4.03%) PowerShell
7 278 (2.89%) TypeScript
8 250 (2.59%) C++
9 175 (1.82%) Bash
10 106 (1.10%) C
11 78 (0.81%) PHP
12 76 (0.79%) Go
13 74 (0.77%) T-SQL
14 71 (0.74%) Data Analysis Expressions
15 58 (0.60%) R
16 56 (0.58%) PL/SQL
17 52 (0.54%) Ruby
18 49 (0.51%) Rust
19 47 (0.49%) Shell Script
20 46 (0.48%) Perl
Qualifications
1 1,686 (17.50%) Degree
2 901 (9.35%) Security Cleared
3 610 (6.33%) SC Cleared
4 338 (3.51%) Computer Science Degree
5 282 (2.93%) DBS Check
6 258 (2.68%) HNC
7 230 (2.39%) Microsoft Certification
8 219 (2.27%) HND
9 203 (2.11%) DV Cleared
10 188 (1.95%) Azure Certification
11 160 (1.66%) BPSS Clearance
12 152 (1.58%) Master's Degree
13 147 (1.53%) Cisco Certification
13 147 (1.53%) CISSP
14 97 (1.01%) PMI Certification
15 91 (0.94%) Chartered Engineer
15 91 (0.94%) NVQ Level 3
16 89 (0.92%) AWS Certification
17 87 (0.90%) ACCA
18 85 (0.88%) CISM
Quality Assurance & Compliance
1 521 (5.41%) QA
2 469 (4.87%) Data Quality
3 375 (3.89%) GDPR
4 268 (2.78%) Accessibility
5 236 (2.45%) SLA
6 224 (2.32%) ISO/IEC 27001
7 191 (1.98%) Cyber Essentials
8 149 (1.55%) NIST
9 136 (1.41%) PCI DSS
10 72 (0.75%) PMO
11 53 (0.55%) ISO 9001
12 49 (0.51%) Cyber Essentials PLUS
13 46 (0.48%) GRC
14 31 (0.32%) NCSC
15 29 (0.30%) Actionable Recommendations
16 24 (0.25%) 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
1 931 (9.66%) Active Directory
2 377 (3.91%) Docker
3 291 (3.02%) Hyper-V
4 253 (2.63%) VMware Infrastructure
5 74 (0.77%) Firmware
6 63 (0.65%) Terminal Server
7 52 (0.54%) Virtual Desktop
7 52 (0.54%) Virtual Machines
8 33 (0.34%) vSphere
9 28 (0.29%) Embedded Firmware
10 19 (0.20%) VMware ESXi
11 17 (0.18%) Virtual Servers
12 10 (0.10%) GPFS
12 10 (0.10%) StorNext
13 9 (0.093%) KVM
14 7 (0.073%) IAG
15 6 (0.062%) VMware NSX
16 5 (0.052%) ClearTrust
16 5 (0.052%) Squid
17 4 (0.042%) XenApp
Systems Management
1 372 (3.86%) Kubernetes
2 322 (3.34%) Microsoft Intune
3 145 (1.50%) Ansible
4 100 (1.04%) Grafana
5 74 (0.77%) Single Sign-On
6 68 (0.71%) SCCM
7 57 (0.59%) Prometheus
8 50 (0.52%) BMC PATROL
9 31 (0.32%) Jamf Pro
10 26 (0.27%) FortiGate
11 21 (0.22%) Argo
12 18 (0.19%) Functional Safety
12 18 (0.19%) Nagios
13 15 (0.16%) Puppet
14 14 (0.15%) Kibana
14 14 (0.15%) Progress Chef
15 12 (0.12%) Nmap
16 10 (0.10%) Docker Swarm
16 10 (0.10%) Failover Clustering
16 10 (0.10%) logstash
Vendors
1 2,872 (29.80%) Microsoft
2 380 (3.94%) VMware
3 324 (3.36%) SAP
4 298 (3.09%) Google
5 274 (2.84%) Oracle
6 186 (1.93%) Salesforce
6 186 (1.93%) ServiceNow
7 173 (1.80%) Cisco
8 140 (1.45%) Veeam
9 139 (1.44%) Databricks
10 123 (1.28%) Splunk
11 114 (1.18%) Sage
12 102 (1.06%) Workday
13 93 (0.97%) SolarWinds
14 89 (0.92%) Apple
15 82 (0.85%) Fortinet
16 71 (0.74%) Tanium
17 70 (0.73%) HubSpot
18 69 (0.72%) Siemens
19 64 (0.66%) Brocade