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

6 months to
12 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 9,822 7,882 9,989
As % of all permanent jobs in England 9.47% 18.40% 15.48%
As % of the Processes & Methodologies category 12.83% 20.69% 18.71%
Number of salaries quoted 6,499 4,500 4,026
10th Percentile £27,995 £26,250 £29,000
25th Percentile £32,849 £30,800 £38,750
Median annual salary (50th Percentile) £46,000 £45,000 £53,000
Median % change year-on-year +2.22% -15.09% -3.64%
75th Percentile £63,750 £64,306 £72,500
90th Percentile £82,500 £85,000 £86,250
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 76,552 38,090 53,382
As % of all permanent jobs advertised in England 73.78% 88.90% 82.72%
Number of salaries quoted 53,565 21,805 28,465
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,750 £36,250 £44,250
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -1.32%
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 12 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 12 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 2,391 £62,500 -3.85% 3,222
North of England -6 2,068 £45,000 +1.12% 955
South East -1 1,932 £41,500 +3.75% 935
Midlands -6 1,483 £42,500 +13.33% 572
North West -3 1,070 £46,544 -4.47% 477
South West -2 1,004 £45,000 +20.00% 461
East of England -1 862 £44,000 +35.38% 398
West Midlands -5 833 £42,500 - 345
East Midlands -7 648 £42,250 +30.00% 226
Yorkshire -7 616 £42,500 +28.79% 326
North East +5 391 £50,000 +53.85% 158
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
1 563 (5.73%) SharePoint
2 413 (4.20%) Microsoft Exchange
3 117 (1.19%) Confluence
4 64 (0.65%) IIS
5 55 (0.56%) Apache
6 52 (0.53%) Apache Spark
7 50 (0.51%) CMS
8 42 (0.43%) Apache Airflow
9 36 (0.37%) WordPress
10 18 (0.18%) Oracle Workflow
11 14 (0.14%) Jupyter
12 13 (0.13%) nginx
12 13 (0.13%) SAS
12 13 (0.13%) WebLogic
13 12 (0.12%) Oracle SOA Suite
14 11 (0.11%) WebSphere
15 10 (0.10%) Palantir Foundry
16 8 (0.081%) CICS
17 7 (0.071%) OpenEdge
18 6 (0.061%) Drupal
Applications
1 691 (7.04%) Microsoft Office
2 638 (6.50%) Microsoft Excel
3 138 (1.41%) Microsoft PowerPoint
4 65 (0.66%) AutoCAD
5 63 (0.64%) Spreadsheet
6 59 (0.60%) MS Visio
7 51 (0.52%) Microsoft Project
8 36 (0.37%) Simulink
9 34 (0.35%) Revit
10 20 (0.20%) SOLIDWORKS
11 17 (0.17%) Chatbot
11 17 (0.17%) EPLAN
12 16 (0.16%) Navisworks
13 12 (0.12%) OrCAD
14 11 (0.11%) Autodesk Flame
14 11 (0.11%) Baselight
15 9 (0.092%) Adobe Creative Suite
16 8 (0.081%) Trello
17 7 (0.071%) Lightworks
18 6 (0.061%) Siemens NX
Business Applications
1 89 (0.91%) Dynamics CRM
2 82 (0.83%) SAP S/4HANA
3 80 (0.81%) NetSuite
4 37 (0.38%) Oracle EBS
5 35 (0.36%) Shopify
6 24 (0.24%) Dynamics AX
7 23 (0.23%) Oracle Payables
8 18 (0.18%) Workday HCM
9 17 (0.17%) Oracle Cash Management
10 16 (0.16%) Oracle Subledger Accounting
11 15 (0.15%) Salesforce CRM
12 13 (0.13%) Payment Gateway
13 12 (0.12%) Dynamics NAV
13 12 (0.12%) IBM Planning Analytics
14 11 (0.11%) Oracle Applications
14 11 (0.11%) Oracle ERP
14 11 (0.11%) Primavera
14 11 (0.11%) SAP Business One
15 10 (0.10%) JDE EnterpriseOne
15 10 (0.10%) Sage 200
Cloud Services
1 1,825 (18.58%) Azure
2 1,499 (15.26%) Microsoft 365
3 1,070 (10.89%) AWS
4 807 (8.22%) Power Platform
5 495 (5.04%) Entra ID
6 421 (4.29%) SaaS
7 356 (3.62%) GCP
8 244 (2.48%) Azure DevOps
9 225 (2.29%) GitHub
10 205 (2.09%) Power Automate
11 190 (1.93%) Dynamics 365
12 182 (1.85%) Serverless
13 169 (1.72%) OneDrive
13 169 (1.72%) PowerApps
14 167 (1.70%) Microsoft Copilot
15 118 (1.20%) Amazon S3
16 108 (1.10%) Google Workspace
17 107 (1.09%) GitHub Actions
18 89 (0.91%) AWS Lambda
19 88 (0.90%) AWS CloudFormation
Communications & Networking
1 546 (5.56%) Firewall
2 527 (5.37%) DNS
3 431 (4.39%) DHCP
4 375 (3.82%) VPN
5 317 (3.23%) TCP/IP
6 252 (2.57%) Wi-Fi
7 212 (2.16%) LAN
8 209 (2.13%) Wireless
9 208 (2.12%) WAN
10 196 (2.00%) VLAN
11 174 (1.77%) Network Security
12 104 (1.06%) VoIP
13 75 (0.76%) Internet
14 62 (0.63%) Broadband
15 43 (0.44%) BGP
16 41 (0.42%) SAN
17 39 (0.40%) HTTP
18 36 (0.37%) SSL
19 35 (0.36%) SD-WAN
20 32 (0.33%) OSPF
Database & Business Intelligence
1 619 (6.30%) Power BI
2 428 (4.36%) SQL Server
3 181 (1.84%) Relational Database
4 155 (1.58%) Data Warehouse
5 143 (1.46%) MySQL
6 141 (1.44%) Amazon RDS
7 132 (1.34%) PostgreSQL
8 112 (1.14%) Tableau
9 101 (1.03%) NoSQL
10 76 (0.77%) SQL Server Reporting Services
11 74 (0.75%) Azure SQL Database
12 73 (0.74%) Big Data
12 73 (0.74%) Data Lake
13 69 (0.70%) SQL Server Integration Services
14 68 (0.69%) Metadata
15 65 (0.66%) MongoDB
16 60 (0.61%) Power Query
17 40 (0.41%) Electronic Patient Records
18 38 (0.39%) Oracle Reports
19 37 (0.38%) DynamoDB
Development Applications
1 401 (4.08%) Git
2 325 (3.31%) JIRA
3 157 (1.60%) Jenkins
4 129 (1.31%) GitLab
5 48 (0.49%) Claude Code
6 47 (0.48%) Selenium
7 42 (0.43%) Eclipse
8 36 (0.37%) JUnit
9 34 (0.35%) Subversion
10 33 (0.34%) Cypress.io
11 31 (0.32%) Cucumber
12 29 (0.30%) TeamCity
13 27 (0.27%) Oracle Forms
14 24 (0.24%) Rational DOORS
15 23 (0.23%) Postman
16 22 (0.22%) LabVIEW
17 18 (0.18%) Bitbucket
18 17 (0.17%) REST Assured
18 17 (0.17%) SonarQube
19 16 (0.16%) MLflow
General
1 4,935 (50.24%) Social Skills
2 2,872 (29.24%) Analytical Skills
3 1,949 (19.84%) Finance
4 1,024 (10.43%) Manufacturing
5 810 (8.25%) Organisational Skills
6 585 (5.96%) Retail
7 577 (5.87%) Inclusion and Diversity
8 528 (5.38%) Law
9 400 (4.07%) Marketing
9 400 (4.07%) Public Sector
10 379 (3.86%) Legal
11 372 (3.79%) Electronics
12 324 (3.30%) Aerospace
13 301 (3.06%) Banking
14 244 (2.48%) Telecoms
15 203 (2.07%) Influencing Skills
16 200 (2.04%) Presentation Skills
17 167 (1.70%) Automotive
18 151 (1.54%) Documentation Skills
19 115 (1.17%) Advertising
Job Titles
1 1,240 (12.62%) Analyst
2 1,043 (10.62%) Senior
3 832 (8.47%) Developer
4 802 (8.17%) IT Support
5 618 (6.29%) Support Engineer
6 534 (5.44%) Lead
7 447 (4.55%) Consultant
8 433 (4.41%) Support Analyst
9 410 (4.17%) IT Engineer
10 323 (3.29%) Software Engineer
11 321 (3.27%) IT Support Engineer
12 296 (3.01%) Technical Support
13 272 (2.77%) Architect
14 269 (2.74%) Support Technician
15 255 (2.60%) IT Technician
16 241 (2.45%) Technical Engineer
17 230 (2.34%) Systems Engineer
18 228 (2.32%) Administrator
19 224 (2.28%) Data Engineer
20 214 (2.18%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 416 (4.24%) .NET
2 397 (4.04%) Terraform
3 307 (3.13%) React
4 297 (3.02%) REST
5 253 (2.58%) HTML
6 190 (1.93%) CSS
7 176 (1.79%) RESTful
8 152 (1.55%) Node.js
9 125 (1.27%) Spring
10 114 (1.16%) Web Services
11 103 (1.05%) AngularJS
11 103 (1.05%) SOAP
12 100 (1.02%) ASP.NET
12 100 (1.02%) Kafka
13 88 (0.90%) JSON
14 86 (0.88%) Middleware
14 86 (0.88%) Spring Boot
14 86 (0.88%) XML
15 85 (0.87%) Vue
16 65 (0.66%) Playwright
Miscellaneous
1 798 (8.12%) Driving Licence
2 710 (7.23%) Onboarding
3 530 (5.40%) Self-Motivation
4 466 (4.74%) Management Information System
5 348 (3.54%) Cloud Native
6 246 (2.50%) Product Ownership
7 203 (2.07%) Enterprise Software
8 185 (1.88%) Data Centre
9 175 (1.78%) Legacy Systems
10 167 (1.70%) Robotics
11 139 (1.42%) Distributed Systems
12 130 (1.32%) AI Agents
13 127 (1.29%) Security Posture
14 124 (1.26%) Cyber Threat
15 112 (1.14%) NHS
16 111 (1.13%) Analytical Mindset
17 107 (1.09%) Data Structures
18 101 (1.03%) IoT
19 96 (0.98%) Algorithms
20 91 (0.93%) CCTV
Operating Systems
1 1,432 (14.58%) Windows
2 587 (5.98%) Windows Server
3 551 (5.61%) Linux
4 163 (1.66%) Windows 10
5 126 (1.28%) macOS
6 103 (1.05%) Apple iOS
7 101 (1.03%) Windows Server 2016
8 98 (1.00%) Android
9 49 (0.50%) Windows Server 2019
10 47 (0.48%) Unix
11 31 (0.32%) Ubuntu
12 27 (0.27%) VMS
13 26 (0.26%) Red Hat Enterprise Linux
14 15 (0.15%) Embedded Linux
15 10 (0.10%) Rocky
16 8 (0.081%) Debian
16 8 (0.081%) FreeRTOS
17 7 (0.071%) Windows Server 2012
18 6 (0.061%) CentOS
19 5 (0.051%) Windows 7
Processes & Methodologies
1 2,612 (26.59%) Continuous Improvement
2 1,595 (16.24%) Customer Service
3 1,499 (15.26%) Agile
4 1,285 (13.08%) AI
5 1,277 (13.00%) Stakeholder Management
6 1,124 (11.44%) Decision-Making
7 988 (10.06%) Mentoring
8 983 (10.01%) CI/CD
9 852 (8.67%) Analytics
10 831 (8.46%) Project Delivery
11 809 (8.24%) Software Engineering
12 805 (8.20%) DevOps
13 784 (7.98%) Cybersecurity
14 707 (7.20%) Project Management
15 698 (7.11%) Business Intelligence
16 695 (7.08%) Collaborative Working
17 678 (6.90%) ITIL
18 675 (6.87%) Stakeholder Engagement
19 644 (6.56%) Computer Science
20 643 (6.55%) Roadmaps
Programming Languages
1 1,424 (14.50%) SQL
2 1,237 (12.59%) Python
3 568 (5.78%) JavaScript
4 514 (5.23%) C#
5 457 (4.65%) Java
6 397 (4.04%) PowerShell
7 281 (2.86%) TypeScript
8 260 (2.65%) C++
9 183 (1.86%) Bash
10 112 (1.14%) C
11 84 (0.86%) Go
12 81 (0.82%) PHP
13 75 (0.76%) T-SQL
14 71 (0.72%) Data Analysis Expressions
15 59 (0.60%) R
16 57 (0.58%) PL/SQL
17 54 (0.55%) Rust
18 53 (0.54%) Ruby
19 51 (0.52%) MATLAB
20 48 (0.49%) Perl
Qualifications
1 1,740 (17.72%) Degree
2 940 (9.57%) Security Cleared
3 632 (6.43%) SC Cleared
4 330 (3.36%) Computer Science Degree
5 291 (2.96%) DBS Check
6 271 (2.76%) HNC
7 237 (2.41%) Microsoft Certification
8 225 (2.29%) HND
9 215 (2.19%) DV Cleared
10 198 (2.02%) Azure Certification
11 167 (1.70%) Master's Degree
12 165 (1.68%) BPSS Clearance
13 148 (1.51%) Cisco Certification
14 146 (1.49%) CISSP
15 97 (0.99%) NVQ Level 3
16 96 (0.98%) Chartered Engineer
17 94 (0.96%) AWS Certification
18 92 (0.94%) PMI Certification
19 88 (0.90%) ACCA
20 87 (0.89%) CISM
Quality Assurance & Compliance
1 529 (5.39%) QA
2 486 (4.95%) Data Quality
3 370 (3.77%) GDPR
4 280 (2.85%) Accessibility
5 233 (2.37%) SLA
6 227 (2.31%) ISO/IEC 27001
7 191 (1.94%) Cyber Essentials
8 143 (1.46%) NIST
9 136 (1.38%) PCI DSS
10 78 (0.79%) PMO
11 58 (0.59%) ISO 9001
12 49 (0.50%) Cyber Essentials PLUS
13 45 (0.46%) GRC
14 33 (0.34%) NCSC
15 32 (0.33%) Actionable Recommendations
16 29 (0.30%) SOC 2
17 23 (0.23%) DO-254
17 23 (0.23%) ISO 19650
18 22 (0.22%) GMP
18 22 (0.22%) Sarbanes-Oxley
System Software
1 941 (9.58%) Active Directory
2 378 (3.85%) Docker
3 293 (2.98%) Hyper-V
4 254 (2.59%) VMware Infrastructure
5 77 (0.78%) Firmware
6 63 (0.64%) Terminal Server
7 54 (0.55%) Virtual Desktop
8 51 (0.52%) Virtual Machines
9 31 (0.32%) vSphere
10 28 (0.29%) Embedded Firmware
11 20 (0.20%) VMware ESXi
12 17 (0.17%) Virtual Servers
13 10 (0.10%) GPFS
13 10 (0.10%) StorNext
14 9 (0.092%) KVM
15 7 (0.071%) IAG
16 5 (0.051%) ClearTrust
16 5 (0.051%) Squid
16 5 (0.051%) VMware NSX
17 4 (0.041%) XenApp
Systems Management
1 379 (3.86%) Kubernetes
2 330 (3.36%) Microsoft Intune
3 143 (1.46%) Ansible
4 105 (1.07%) Grafana
5 74 (0.75%) Single Sign-On
6 73 (0.74%) SCCM
7 70 (0.71%) BMC PATROL
8 58 (0.59%) Prometheus
9 34 (0.35%) Jamf Pro
10 27 (0.27%) FortiGate
11 21 (0.21%) Argo
12 19 (0.19%) Functional Safety
13 18 (0.18%) Nagios
14 15 (0.15%) Progress Chef
14 15 (0.15%) Puppet
15 14 (0.14%) Kibana
16 13 (0.13%) Nmap
17 11 (0.11%) logstash
18 10 (0.10%) Failover Clustering
18 10 (0.10%) Proxmox
Vendors
1 2,918 (29.71%) Microsoft
2 381 (3.88%) VMware
3 322 (3.28%) SAP
4 318 (3.24%) Google
5 272 (2.77%) Oracle
6 193 (1.96%) Salesforce
7 192 (1.95%) ServiceNow
8 181 (1.84%) Cisco
9 144 (1.47%) Databricks
10 140 (1.43%) Veeam
11 127 (1.29%) Splunk
12 113 (1.15%) Sage
13 104 (1.06%) Workday
14 96 (0.98%) SolarWinds
15 91 (0.93%) Apple
16 83 (0.85%) Fortinet
17 76 (0.77%) Siemens
18 72 (0.73%) Tanium
19 67 (0.68%) HubSpot
20 64 (0.65%) Nimble Storage