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

6 months to
16 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 7,262 8,286 12,864
As % of all permanent jobs in England 8.29% 19.12% 14.56%
As % of the Processes & Methodologies category 11.22% 21.20% 17.70%
Number of salaries quoted 5,225 4,717 7,883
10th Percentile £27,500 £26,500 £26,060
25th Percentile £32,500 £32,500 £33,500
Median annual salary (50th Percentile) £47,500 £48,500 £50,000
Median % change year-on-year -2.06% -3.00% -9.09%
75th Percentile £67,500 £68,750 £67,968
90th Percentile £86,250 £88,435 £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 64,729 39,091 72,686
As % of all permanent jobs advertised in England 73.90% 90.22% 82.30%
Number of salaries quoted 45,730 22,350 51,838
10th Percentile £31,000 £28,822 £29,750
25th Percentile £41,250 £38,771 £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 £57,201 £55,000
% change year-on-year +4.89% +4.00% -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 16 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 16 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 1,994 £70,000 +7.69% 973
North of England -9 1,483 £45,000 +5.88% 615
South East -3 1,392 £45,000 +5.88% 758
Midlands -8 1,051 £42,000 +3.70% 379
North West -7 788 £45,000 -2.17% 316
South West -6 686 £43,500 +16.00% 301
West Midlands -9 591 £42,500 -5.56% 207
East of England -4 571 £42,500 +21.43% 253
Yorkshire -11 506 £42,500 +21.43% 215
East Midlands -10 456 £35,000 -4.11% 171
North East -15 189 £52,500 +31.25% 93
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
1 411 (5.66%) Microsoft Exchange
1 411 (5.66%) SharePoint
2 80 (1.10%) Confluence
3 67 (0.92%) CMS
4 51 (0.70%) Apache
5 38 (0.52%) Apache Airflow
5 38 (0.52%) IIS
6 37 (0.51%) Apache Spark
7 34 (0.47%) WordPress
8 19 (0.26%) SAS
9 15 (0.21%) Palantir Foundry
10 11 (0.15%) WebSphere
11 10 (0.14%) Exchange Server 2013
11 10 (0.14%) WebLogic
12 9 (0.12%) Oracle SOA Suite
13 8 (0.11%) Exchange Server 2007
13 8 (0.11%) Exchange Server 2010
13 8 (0.11%) nginx
14 7 (0.096%) Jupyter
14 7 (0.096%) OpenEdge
Applications
1 463 (6.38%) Microsoft Office
2 415 (5.71%) Microsoft Excel
3 79 (1.09%) Microsoft PowerPoint
4 45 (0.62%) Spreadsheet
5 39 (0.54%) 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%) Maya
12 3 (0.041%) Windchill
Business Applications
1 83 (1.14%) SAP S/4HANA
2 67 (0.92%) Dynamics CRM
3 45 (0.62%) NetSuite
4 20 (0.28%) Oracle EBS
5 19 (0.26%) Shopify
6 16 (0.22%) Magento
7 14 (0.19%) SAP ERP
8 13 (0.18%) IBM Planning Analytics
8 13 (0.18%) Salesforce CRM
9 12 (0.17%) Elite 3E
10 11 (0.15%) Dynamics AX
10 11 (0.15%) iTrent
11 10 (0.14%) JDE EnterpriseOne
11 10 (0.14%) Maximo
11 10 (0.14%) SAP Business One
12 9 (0.12%) Dynamics NAV
12 9 (0.12%) Workday HCM
13 8 (0.11%) Oracle Applications
13 8 (0.11%) Sage 50
13 8 (0.11%) SAP CO
Cloud Services
1 1,563 (21.52%) Azure
2 1,206 (16.61%) Microsoft 365
3 910 (12.53%) AWS
4 584 (8.04%) Power Platform
5 346 (4.76%) Entra ID
6 343 (4.72%) SaaS
7 328 (4.52%) GCP
8 176 (2.42%) Serverless
9 159 (2.19%) Azure DevOps
10 156 (2.15%) GitHub
11 153 (2.11%) Dynamics 365
12 143 (1.97%) Power Automate
13 130 (1.79%) PowerApps
14 104 (1.43%) OneDrive
15 92 (1.27%) Amazon S3
16 84 (1.16%) Microsoft Copilot
17 81 (1.12%) GitHub Actions
18 75 (1.03%) AWS Lambda
19 71 (0.98%) AWS CloudFormation
19 71 (0.98%) PaaS
Communications & Networking
1 488 (6.72%) Firewall
2 439 (6.05%) DNS
3 377 (5.19%) DHCP
4 300 (4.13%) VPN
5 256 (3.53%) TCP/IP
6 238 (3.28%) WAN
7 224 (3.08%) LAN
8 214 (2.95%) Wi-Fi
9 174 (2.40%) Broadband
10 159 (2.19%) Wireless
11 152 (2.09%) VLAN
12 117 (1.61%) Network Security
13 103 (1.42%) VoIP
14 51 (0.70%) SD-WAN
15 49 (0.67%) Internet
16 44 (0.61%) BGP
17 42 (0.58%) OSPF
18 40 (0.55%) HTTP
19 38 (0.52%) SAN
20 31 (0.43%) WLAN
Database & Business Intelligence
1 458 (6.31%) Power BI
2 337 (4.64%) SQL Server
3 141 (1.94%) Data Warehouse
4 125 (1.72%) Amazon RDS
5 106 (1.46%) Tableau
6 105 (1.45%) MySQL
7 103 (1.42%) Relational Database
8 100 (1.38%) NoSQL
9 99 (1.36%) PostgreSQL
10 91 (1.25%) SQL Server Reporting Services
11 82 (1.13%) SQL Server Integration Services
12 57 (0.78%) MongoDB
12 57 (0.78%) Power Query
13 52 (0.72%) Big Data
14 50 (0.69%) Data Lake
15 47 (0.65%) Azure SQL Database
16 37 (0.51%) DynamoDB
17 33 (0.45%) Metadata
18 32 (0.44%) Amazon Redshift
19 27 (0.37%) Elasticsearch
Development Applications
1 297 (4.09%) Git
2 229 (3.15%) JIRA
3 109 (1.50%) GitLab
4 106 (1.46%) Jenkins
5 30 (0.41%) Selenium
6 27 (0.37%) Cucumber
6 27 (0.37%) Rational DOORS
7 24 (0.33%) Eclipse
8 23 (0.32%) Cypress.io
8 23 (0.32%) Subversion
9 22 (0.30%) JUnit
10 21 (0.29%) Visual Studio
11 19 (0.26%) Claude Code
11 19 (0.26%) Postman
12 16 (0.22%) Chocolatey
13 15 (0.21%) SonarQube
14 13 (0.18%) CircleCI
14 13 (0.18%) SQL Server Management Studio (SSMS)
15 12 (0.17%) Maven
15 12 (0.17%) Oracle Forms
General
1 3,462 (47.67%) Social Skills
2 2,090 (28.78%) Analytical Skills
3 1,372 (18.89%) Finance
4 464 (6.39%) Organisational Skills
5 459 (6.32%) Manufacturing
6 367 (5.05%) Inclusion and Diversity
7 353 (4.86%) Law
8 333 (4.59%) Retail
9 303 (4.17%) Marketing
10 286 (3.94%) Legal
11 277 (3.81%) Public Sector
12 272 (3.75%) Banking
13 165 (2.27%) Telecoms
14 150 (2.07%) Electronics
15 134 (1.85%) Presentation Skills
16 132 (1.82%) Influencing Skills
17 112 (1.54%) Documentation Skills
18 100 (1.38%) Advertising
18 100 (1.38%) Aerospace
19 87 (1.20%) Games
Job Titles
1 950 (13.08%) Analyst
2 861 (11.86%) Senior
3 728 (10.02%) IT Support
4 717 (9.87%) Developer
5 597 (8.22%) Support Engineer
6 435 (5.99%) Lead
7 425 (5.85%) IT Engineer
8 326 (4.49%) IT Support Engineer
9 325 (4.48%) Consultant
10 290 (3.99%) Support Analyst
11 259 (3.57%) Software Engineer
12 256 (3.53%) Support Technician
13 254 (3.50%) Systems Engineer
14 239 (3.29%) Architect
15 218 (3.00%) Technical Support
16 203 (2.80%) IT Technician
17 182 (2.51%) Technical Engineer
18 175 (2.41%) Data Engineer
19 174 (2.40%) Infrastructure Engineer
20 167 (2.30%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 302 (4.16%) .NET
2 276 (3.80%) React
3 223 (3.07%) HTML
4 217 (2.99%) REST
5 179 (2.46%) CSS
6 150 (2.07%) RESTful
7 147 (2.02%) Node.js
8 112 (1.54%) SOAP
9 98 (1.35%) Middleware
10 92 (1.27%) JSON
11 89 (1.23%) Spring
12 87 (1.20%) AngularJS
13 86 (1.18%) Vue
14 75 (1.03%) Kafka
15 72 (0.99%) XML
16 69 (0.95%) Web Services
17 64 (0.88%) OAuth
18 57 (0.78%) Spring Boot
19 56 (0.77%) ASP.NET
19 56 (0.77%) gRPC
Miscellaneous
1 451 (6.21%) Driving Licence
2 423 (5.82%) Onboarding
3 357 (4.92%) Self-Motivation
4 276 (3.80%) Cloud Native
5 275 (3.79%) Management Information System
6 201 (2.77%) Product Ownership
7 175 (2.41%) Distributed Systems
8 173 (2.38%) Data Centre
9 162 (2.23%) Legacy Systems
10 125 (1.72%) Analytical Mindset
11 107 (1.47%) Security Posture
12 101 (1.39%) Enterprise Software
13 92 (1.27%) Data Structures
14 84 (1.16%) Mobile App
15 82 (1.13%) Algorithms
16 80 (1.10%) Social Media
17 74 (1.02%) IoT
18 69 (0.95%) Public Cloud
19 66 (0.91%) Virtual Team
20 65 (0.90%) Low-Code
Operating Systems
1 1,179 (16.24%) Windows
2 515 (7.09%) Linux
3 513 (7.06%) Windows Server
4 177 (2.44%) Windows 10
5 133 (1.83%) Windows Server 2016
6 114 (1.57%) Android
7 96 (1.32%) Mac OS
8 95 (1.31%) Apple iOS
9 56 (0.77%) Windows Server 2019
10 45 (0.62%) Unix
11 42 (0.58%) Red Hat Enterprise Linux
12 32 (0.44%) Ubuntu
13 29 (0.40%) CentOS
14 28 (0.39%) VMS
15 18 (0.25%) Windows Server 2012
16 16 (0.22%) Windows 7
17 14 (0.19%) Debian
17 14 (0.19%) Mac OS X
18 9 (0.12%) FreeRTOS
19 7 (0.096%) Embedded Linux
Processes & Methodologies
1 1,579 (21.74%) Continuous Improvement
2 1,133 (15.60%) Agile
3 1,087 (14.97%) Customer Service
4 840 (11.57%) AI
5 807 (11.11%) CI/CD
6 793 (10.92%) Mentoring
7 772 (10.63%) Decision-Making
8 680 (9.36%) Analytics
9 670 (9.23%) DevOps
10 664 (9.14%) Software Engineering
10 664 (9.14%) Stakeholder Management
11 624 (8.59%) ITIL
12 588 (8.10%) Cybersecurity
13 564 (7.77%) Roadmaps
14 525 (7.23%) Business Intelligence
14 525 (7.23%) Computer Science
15 501 (6.90%) Project Management
16 480 (6.61%) Collaborative Working
17 458 (6.31%) Project Delivery
18 445 (6.13%) Stakeholder Engagement
Programming Languages
1 1,137 (15.66%) SQL
2 1,075 (14.80%) Python
3 491 (6.76%) JavaScript
4 400 (5.51%) C#
5 372 (5.12%) Java
6 341 (4.70%) PowerShell
7 219 (3.02%) TypeScript
8 191 (2.63%) C++
9 168 (2.31%) Bash
10 94 (1.29%) PHP
11 90 (1.24%) Go
12 69 (0.95%) C
13 66 (0.91%) Data Analysis Expressions
14 62 (0.85%) T-SQL
15 56 (0.77%) Scala
16 43 (0.59%) Rust
17 42 (0.58%) PL/SQL
18 37 (0.51%) R
19 36 (0.50%) Kotlin
20 35 (0.48%) Bicep
Qualifications
1 1,150 (15.84%) Degree
2 599 (8.25%) Security Cleared
3 420 (5.78%) SC Cleared
4 268 (3.69%) Computer Science Degree
5 222 (3.06%) DBS Check
6 194 (2.67%) Microsoft Certification
7 137 (1.89%) Cisco Certification
8 124 (1.71%) CISSP
9 121 (1.67%) DV Cleared
10 115 (1.58%) Azure Certification
11 103 (1.42%) Master's Degree
12 83 (1.14%) BPSS Clearance
13 81 (1.12%) PMI Certification
14 76 (1.05%) CCNA
15 75 (1.03%) PMP
16 72 (0.99%) CCNP
17 70 (0.96%) ACCA
18 65 (0.90%) CIMA
19 63 (0.87%) A+ Certification
19 63 (0.87%) CISM
Quality Assurance & Compliance
1 394 (5.43%) QA
2 344 (4.74%) Data Quality
3 298 (4.10%) GDPR
4 216 (2.97%) Cyber Essentials
5 214 (2.95%) SLA
6 192 (2.64%) ISO/IEC 27001
7 181 (2.49%) Accessibility
8 166 (2.29%) PCI DSS
9 150 (2.07%) NIST
10 57 (0.78%) Cyber Essentials PLUS
11 55 (0.76%) PMO
12 37 (0.51%) ISO 9001
13 35 (0.48%) SOC 2
14 33 (0.45%) GRC
15 26 (0.36%) COBIT
16 23 (0.32%) GMP
17 17 (0.23%) Good Clinical Practice
17 17 (0.23%) Sarbanes-Oxley
18 15 (0.21%) IFRS
18 15 (0.21%) WCAG
System Software
1 802 (11.04%) Active Directory
2 338 (4.65%) Docker
3 274 (3.77%) Hyper-V
4 232 (3.19%) VMware Infrastructure
5 77 (1.06%) Terminal Server
6 49 (0.67%) Virtual Desktop
7 42 (0.58%) Firmware
8 34 (0.47%) vSphere
9 32 (0.44%) Virtual Machines
10 14 (0.19%) Embedded Firmware
11 13 (0.18%) KVM
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%) Slurm Workload Manager
15 3 (0.041%) Terminal Services
15 3 (0.041%) VMware Server
Systems Management
1 330 (4.54%) Terraform
2 287 (3.95%) Kubernetes
3 283 (3.90%) Microsoft Intune
4 152 (2.09%) Ansible
5 103 (1.42%) Grafana
6 80 (1.10%) SCCM
7 64 (0.88%) Prometheus
8 32 (0.44%) Nagios
9 28 (0.39%) 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
14 14 (0.19%) Kibana
15 12 (0.17%) Active Directory Federation Services
15 12 (0.17%) Proxmox
16 11 (0.15%) Docker Swarm
16 11 (0.15%) Kubeflow
16 11 (0.15%) vCenter Server
Vendors
1 2,104 (28.97%) Microsoft
2 346 (4.76%) VMware
3 185 (2.55%) Google
4 184 (2.53%) Oracle
5 176 (2.42%) SAP
6 162 (2.23%) Cisco
7 150 (2.07%) ServiceNow
8 147 (2.02%) Salesforce
9 135 (1.86%) SolarWinds
10 134 (1.85%) Veeam
11 128 (1.76%) Splunk
12 104 (1.43%) 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 58 (0.80%) Sage
19 57 (0.78%) Adobe
20 55 (0.76%) Red Hat