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 28 April 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Apr 2026
Same period 2025 Same period 2024
Rank 11 4 7
Rank change year-on-year -7 +3 +6
Permanent jobs citing Problem-Solving 6,382 7,181 12,435
As % of all permanent jobs in England 8.02% 18.98% 14.97%
As % of the Processes & Methodologies category 10.69% 20.41% 17.49%
Number of salaries quoted 4,472 4,554 8,478
10th Percentile £27,250 £28,000 £26,131
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -9.09%
75th Percentile £69,250 £73,750 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,500 £52,500 £50,000
% change year-on-year -9.52% +5.00% -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 59,680 35,184 71,106
As % of all permanent jobs advertised in England 75.01% 93.01% 85.59%
Number of salaries quoted 37,727 20,624 53,592
10th Percentile £30,000 £31,000 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £59,450 £60,000 £55,000
Median % change year-on-year -0.92% +9.09% -12.00%
75th Percentile £80,000 £80,000 £73,750
90th Percentile £100,000 £102,500 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.93%

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 28 April 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 28 April 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 -4 1,947 £68,500 +5.38% 953
North of England -19 1,288 £42,500 -7.61% 606
South East -8 1,158 £45,000 -10.00% 774
Midlands -22 887 £40,000 -11.11% 441
North West -15 669 £42,500 -14.14% 357
South West -8 548 £43,500 -3.33% 274
West Midlands -24 526 £42,500 -15.00% 268
Yorkshire -12 488 £40,000 -4.76% 172
East of England -9 464 £40,678 -18.65% 242
East Midlands -6 358 £35,000 -9.09% 172
North East -14 131 £48,500 +7.78% 86
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
1 338 (5.30%) Microsoft Exchange
2 300 (4.70%) SharePoint
3 69 (1.08%) Confluence
4 55 (0.86%) Apache
5 51 (0.80%) CMS
6 44 (0.69%) Apache Airflow
7 35 (0.55%) Apache Spark
8 27 (0.42%) WordPress
9 25 (0.39%) IIS
10 15 (0.24%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.19%) nginx
13 10 (0.16%) Exchange Server 2013
14 9 (0.14%) Drupal
15 8 (0.13%) Exchange Server 2007
15 8 (0.13%) Exchange Server 2010
16 5 (0.078%) OpenStack
16 5 (0.078%) Oracle SOA Suite
16 5 (0.078%) Skype for Business
17 4 (0.063%) Moodle
Applications
1 425 (6.66%) Microsoft Office
2 349 (5.47%) Microsoft Excel
3 64 (1.00%) Microsoft PowerPoint
4 45 (0.71%) Spreadsheet
5 39 (0.61%) MS Visio
6 30 (0.47%) Microsoft Project
7 14 (0.22%) Chatbot
8 10 (0.16%) Adobe Illustrator
9 9 (0.14%) AutoCAD
9 9 (0.14%) Fusion 360
9 9 (0.14%) Maya
10 8 (0.13%) Adobe Creative Suite
11 7 (0.11%) Photoshop
12 3 (0.047%) Adobe XD
12 3 (0.047%) Simulink
12 3 (0.047%) SOLIDWORKS
12 3 (0.047%) Trello
13 2 (0.031%) Elementor
13 2 (0.031%) Notion
13 2 (0.031%) Sketch
Business Applications
1 57 (0.89%) SAP S/4HANA
2 52 (0.81%) Dynamics CRM
3 33 (0.52%) NetSuite
4 21 (0.33%) Salesforce CRM
5 15 (0.24%) Shopify
6 14 (0.22%) Dynamics NAV
6 14 (0.22%) Magento
6 14 (0.22%) SAP CO
7 13 (0.20%) iTrent
7 13 (0.20%) Maximo
7 13 (0.20%) SAP ERP
8 12 (0.19%) Endur
9 10 (0.16%) Workday HCM
10 8 (0.13%) Dynamics AX
10 8 (0.13%) Elite 3E
10 8 (0.13%) Oracle EBS
11 7 (0.11%) Q-Pulse
11 7 (0.11%) Sage X3
11 7 (0.11%) SAP Business One
12 6 (0.094%) Payment Gateway
Cloud Services
1 1,339 (20.98%) Azure
2 973 (15.25%) Microsoft 365
3 790 (12.38%) AWS
4 483 (7.57%) Power Platform
5 336 (5.26%) SaaS
6 294 (4.61%) GCP
7 273 (4.28%) Entra ID
8 173 (2.71%) Serverless
9 169 (2.65%) GitHub
10 160 (2.51%) Azure DevOps
11 120 (1.88%) Power Automate
12 110 (1.72%) Dynamics 365
13 95 (1.49%) Amazon S3
14 89 (1.39%) Google Workspace
15 84 (1.32%) Azure Data Factory
16 83 (1.30%) AWS Lambda
16 83 (1.30%) GitHub Actions
17 80 (1.25%) PowerApps
18 75 (1.18%) AWS CloudFormation
19 74 (1.16%) PaaS
Communications & Networking
1 384 (6.02%) DNS
2 381 (5.97%) Firewall
3 324 (5.08%) DHCP
4 255 (4.00%) VPN
5 223 (3.49%) WAN
6 205 (3.21%) Wi-Fi
7 191 (2.99%) LAN
8 190 (2.98%) TCP/IP
9 181 (2.84%) Broadband
10 115 (1.80%) VLAN
11 113 (1.77%) Wireless
12 98 (1.54%) VoIP
13 68 (1.07%) SD-WAN
14 60 (0.94%) Network Security
15 50 (0.78%) SAN
16 39 (0.61%) Internet
17 34 (0.53%) HTTP
18 29 (0.45%) BGP
18 29 (0.45%) OSPF
19 28 (0.44%) VXLAN
Database & Business Intelligence
1 404 (6.33%) Power BI
2 285 (4.47%) SQL Server
3 126 (1.97%) Data Warehouse
4 115 (1.80%) NoSQL
5 111 (1.74%) Tableau
6 94 (1.47%) PostgreSQL
7 84 (1.32%) Relational Database
8 80 (1.25%) MySQL
9 77 (1.21%) SQL Server Reporting Services
10 75 (1.18%) Amazon RDS
11 59 (0.92%) SQL Server Integration Services
12 57 (0.89%) Power Query
13 55 (0.86%) MongoDB
14 50 (0.78%) Azure SQL Database
15 48 (0.75%) DynamoDB
16 45 (0.71%) Amazon Redshift
17 43 (0.67%) Big Data
17 43 (0.67%) Metadata
18 41 (0.64%) Data Lake
19 27 (0.42%) DB2
Development Applications
1 267 (4.18%) Git
2 215 (3.37%) JIRA
3 113 (1.77%) Jenkins
4 106 (1.66%) GitLab
5 39 (0.61%) Selenium
6 24 (0.38%) Rational DOORS
7 23 (0.36%) Cucumber
8 22 (0.34%) Visual Studio
9 21 (0.33%) Cypress.io
9 21 (0.33%) Maven
10 20 (0.31%) Chocolatey
10 20 (0.31%) SonarQube
11 19 (0.30%) Bitbucket
12 17 (0.27%) Burp Suite
12 17 (0.27%) CircleCI
12 17 (0.27%) Metasploit
13 15 (0.24%) JUnit
13 15 (0.24%) TeamCity
14 13 (0.20%) LabVIEW
15 12 (0.19%) SQL Server Management Studio (SSMS)
General
1 3,016 (47.26%) Social Skills
2 1,914 (29.99%) Analytical Skills
3 1,365 (21.39%) Finance
4 428 (6.71%) Organisational Skills
5 358 (5.61%) Inclusion and Diversity
6 342 (5.36%) Marketing
7 313 (4.90%) Manufacturing
8 297 (4.65%) Law
9 284 (4.45%) Banking
10 275 (4.31%) Retail
11 270 (4.23%) Public Sector
12 265 (4.15%) Legal
13 155 (2.43%) Presentation Skills
14 152 (2.38%) Telecoms
15 139 (2.18%) Electronics
16 102 (1.60%) Documentation Skills
17 86 (1.35%) Games
18 80 (1.25%) Advertising
18 80 (1.25%) Automotive
18 80 (1.25%) Influencing Skills
Job Titles
1 907 (14.21%) Analyst
2 771 (12.08%) Senior
3 687 (10.76%) IT Support
4 607 (9.51%) Support Engineer
5 563 (8.82%) Developer
6 394 (6.17%) Lead
7 389 (6.10%) IT Engineer
8 311 (4.87%) IT Support Engineer
9 278 (4.36%) Support Analyst
10 244 (3.82%) Consultant
11 218 (3.42%) Architect
12 214 (3.35%) Support Technician
13 194 (3.04%) Infrastructure Engineer
14 189 (2.96%) Business Analyst
15 188 (2.95%) Software Engineer
16 180 (2.82%) 2nd Line Support
17 178 (2.79%) Systems Engineer
18 177 (2.77%) Technical Support
19 161 (2.52%) IT Technician
20 147 (2.30%) Administrator
Libraries, Frameworks & Software Standards
1 236 (3.70%) React
2 229 (3.59%) .NET
3 210 (3.29%) HTML
4 175 (2.74%) CSS
5 151 (2.37%) REST
6 144 (2.26%) Node.js
7 117 (1.83%) RESTful
8 84 (1.32%) Middleware
9 79 (1.24%) SOAP
10 69 (1.08%) JSON
10 69 (1.08%) Spring
11 65 (1.02%) XML
12 62 (0.97%) Kafka
13 60 (0.94%) AngularJS
13 60 (0.94%) Vue
14 52 (0.81%) Django
14 52 (0.81%) OAuth
15 51 (0.80%) Spring Boot
15 51 (0.80%) Web Services
16 50 (0.78%) gRPC
Miscellaneous
1 416 (6.52%) Onboarding
2 409 (6.41%) Driving Licence
3 347 (5.44%) Self-Motivation
4 199 (3.12%) Management Information System
5 188 (2.95%) Cloud Native
6 168 (2.63%) Analytical Mindset
7 167 (2.62%) Product Ownership
8 150 (2.35%) Distributed Systems
9 141 (2.21%) Data Centre
10 118 (1.85%) Legacy Systems
11 101 (1.58%) Enterprise Software
12 91 (1.43%) Social Media
13 89 (1.39%) Mobile App
14 78 (1.22%) Data Structures
15 69 (1.08%) Low-Code
16 64 (1.00%) Algorithms
17 63 (0.99%) Security Posture
18 58 (0.91%) Video\Live Streaming
19 54 (0.85%) Virtual Team
20 52 (0.81%) IoT
Operating Systems
1 1,024 (16.05%) Windows
2 395 (6.19%) Windows Server
3 391 (6.13%) Linux
4 168 (2.63%) Windows 10
5 107 (1.68%) Android
6 106 (1.66%) Windows Server 2016
7 90 (1.41%) Apple iOS
8 87 (1.36%) Mac OS
9 53 (0.83%) Windows Server 2019
10 49 (0.77%) Unix
11 41 (0.64%) Red Hat Enterprise Linux
12 34 (0.53%) Windows Server 2012
13 33 (0.52%) CentOS
14 27 (0.42%) Ubuntu
15 24 (0.38%) VMS
16 19 (0.30%) Windows 7
17 16 (0.25%) Mac OS X
18 11 (0.17%) Debian
19 9 (0.14%) Windows 8
20 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,181 (18.51%) Continuous Improvement
2 1,004 (15.73%) Agile
3 933 (14.62%) Customer Service
4 681 (10.67%) Decision-Making
5 677 (10.61%) AI
6 672 (10.53%) CI/CD
7 653 (10.23%) Mentoring
8 640 (10.03%) Analytics
9 610 (9.56%) DevOps
10 564 (8.84%) ITIL
11 518 (8.12%) Business Intelligence
12 514 (8.05%) Project Management
13 501 (7.85%) Stakeholder Management
14 488 (7.65%) Computer Science
15 470 (7.36%) Software Engineering
16 446 (6.99%) Roadmaps
17 435 (6.82%) Cybersecurity
18 414 (6.49%) Coaching
19 355 (5.56%) Collaborative Working
20 349 (5.47%) CRM
Programming Languages
1 973 (15.25%) Python
2 887 (13.90%) SQL
3 412 (6.46%) JavaScript
4 334 (5.23%) Java
5 295 (4.62%) PowerShell
6 249 (3.90%) C#
7 188 (2.95%) TypeScript
8 153 (2.40%) Bash
9 91 (1.43%) Go
10 88 (1.38%) C++
11 82 (1.28%) PHP
12 79 (1.24%) Data Analysis Expressions
13 63 (0.99%) Scala
14 51 (0.80%) C
15 42 (0.66%) T-SQL
16 38 (0.60%) Rust
17 37 (0.58%) Kotlin
18 35 (0.55%) Bicep
19 33 (0.52%) Apex Code
20 32 (0.50%) R
Qualifications
1 1,170 (18.33%) Degree
2 427 (6.69%) Security Cleared
3 266 (4.17%) SC Cleared
4 248 (3.89%) Computer Science Degree
5 212 (3.32%) DBS Check
6 182 (2.85%) Microsoft Certification
7 124 (1.94%) Master's Degree
8 114 (1.79%) CISSP
9 104 (1.63%) DV Cleared
10 98 (1.54%) Cisco Certification
11 91 (1.43%) A+ Certification
12 81 (1.27%) BPSS Clearance
13 78 (1.22%) ACCA
13 78 (1.22%) PMI Certification
14 68 (1.07%) CCNA
14 68 (1.07%) CIMA
15 63 (0.99%) PMP
16 58 (0.91%) Network+ Certification
17 56 (0.88%) Azure Certification
18 55 (0.86%) AWS Certification
Quality Assurance & Compliance
1 309 (4.84%) QA
2 299 (4.69%) Data Quality
3 253 (3.96%) GDPR
4 171 (2.68%) SLA
5 158 (2.48%) ISO/IEC 27001
6 146 (2.29%) Cyber Essentials
7 140 (2.19%) NIST
8 117 (1.83%) PCI DSS
9 100 (1.57%) Accessibility
10 48 (0.75%) Cyber Essentials PLUS
11 34 (0.53%) ISO 9001
12 33 (0.52%) SOC 2
13 27 (0.42%) Actionable Recommendations
13 27 (0.42%) COBIT
13 27 (0.42%) GRC
14 26 (0.41%) PMO
15 14 (0.22%) GMP
16 12 (0.19%) TickIT
17 11 (0.17%) ISO/IEC 20000
17 11 (0.17%) Sarbanes-Oxley
System Software
1 697 (10.92%) Active Directory
2 292 (4.58%) Docker
3 193 (3.02%) Hyper-V
4 166 (2.60%) VMware Infrastructure
5 49 (0.77%) Terminal Server
6 43 (0.67%) Virtual Desktop
7 34 (0.53%) Firmware
8 26 (0.41%) Virtual Machines
9 20 (0.31%) vSphere
10 15 (0.24%) KVM
11 9 (0.14%) IAG
11 9 (0.14%) VMware ESXi
11 9 (0.14%) VMware Workstation
12 6 (0.094%) XenApp
13 5 (0.078%) Slurm Workload Manager
13 5 (0.078%) Virtual Servers
14 4 (0.063%) Embedded Firmware
14 4 (0.063%) Microsoft Virtual Server
14 4 (0.063%) VMware NSX
15 2 (0.031%) BitLocker
Systems Management
1 293 (4.59%) Terraform
2 241 (3.78%) Microsoft Intune
3 231 (3.62%) Kubernetes
4 151 (2.37%) Ansible
5 91 (1.43%) Grafana
6 84 (1.32%) SCCM
7 49 (0.77%) Prometheus
8 30 (0.47%) Single Sign-On
9 28 (0.44%) Nagios
10 23 (0.36%) Active Directory Federation Services
11 20 (0.31%) BMC PATROL
12 19 (0.30%) Kibana
13 16 (0.25%) Autotask
14 14 (0.22%) Argo
14 14 (0.22%) Jamf Pro
15 13 (0.20%) Puppet
16 12 (0.19%) Nessus
16 12 (0.19%) vCenter Server
17 10 (0.16%) Cisco CUCM
17 10 (0.16%) WSUS
Vendors
1 1,673 (26.21%) Microsoft
2 256 (4.01%) VMware
3 191 (2.99%) Oracle
4 162 (2.54%) Google
5 157 (2.46%) SAP
6 139 (2.18%) ServiceNow
7 135 (2.12%) Cisco
7 135 (2.12%) Salesforce
8 117 (1.83%) Databricks
9 116 (1.82%) SolarWinds
10 103 (1.61%) Veeam
11 99 (1.55%) Splunk
12 82 (1.28%) Apple
13 74 (1.16%) Adobe
14 65 (1.02%) Dell
15 58 (0.91%) Red Hat
16 50 (0.78%) Tanium
17 49 (0.77%) Brocade
17 49 (0.77%) Dynatrace
17 49 (0.77%) Nimble Storage