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 17 March 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 9 4 7
Rank change year-on-year -5 +3 +6
Permanent jobs citing Problem-Solving 6,328 7,244 11,366
As % of all permanent jobs in England 9.57% 18.77% 15.22%
As % of the Processes & Methodologies category 12.28% 20.07% 17.49%
Number of salaries quoted 4,406 4,262 8,063
10th Percentile £26,875 £29,000 £26,250
25th Percentile £31,250 £38,250 £33,550
Median annual salary (50th Percentile) £45,497 £55,000 £50,000
Median % change year-on-year -17.28% +10.00% -9.09%
75th Percentile £67,500 £75,875 £68,750
90th Percentile £86,250 £90,000 £87,500
UK median annual salary £45,000 £55,000 £50,000
% change year-on-year -18.18% +10.00% -9.74%

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 51,528 36,093 64,989
As % of all permanent jobs advertised in England 77.90% 93.54% 87.05%
Number of salaries quoted 31,904 20,307 50,751
10th Percentile £30,000 £32,000 £29,010
25th Percentile £40,000 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
75th Percentile £77,500 £81,250 £75,000
90th Percentile £97,500 £102,500 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -11.41%

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 17 March 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 17 March 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 -3 1,935 £67,500 +3.85% 954
North of England -18 1,293 £41,500 -11.70% 611
South East -5 1,190 £45,000 -11.71% 818
Midlands -18 848 £37,500 -23.47% 425
North West -17 659 £42,500 -15.00% 333
South West -3 540 £43,125 -13.75% 306
Yorkshire -6 503 £35,000 -17.65% 207
West Midlands -22 501 £42,500 -20.84% 260
East of England -10 415 £40,000 -20.00% 252
East Midlands -2 344 £35,000 -11.39% 165
North East -8 131 £45,000 - 85
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
1 329 (5.20%) Microsoft Exchange
2 289 (4.57%) SharePoint
3 78 (1.23%) Confluence
4 58 (0.92%) CMS
5 56 (0.88%) Apache
6 44 (0.70%) Apache Airflow
6 44 (0.70%) IIS
7 39 (0.62%) Apache Spark
8 29 (0.46%) WordPress
9 19 (0.30%) Palantir Foundry
10 15 (0.24%) SAS
11 11 (0.17%) nginx
12 9 (0.14%) Drupal
13 8 (0.13%) Oracle SOA Suite
14 7 (0.11%) Anypoint
14 7 (0.11%) Exchange Server 2007
14 7 (0.11%) Exchange Server 2010
14 7 (0.11%) Exchange Server 2013
15 4 (0.063%) Apache Solr
15 4 (0.063%) Moodle
Applications
1 440 (6.95%) Microsoft Office
2 340 (5.37%) Microsoft Excel
3 71 (1.12%) Microsoft PowerPoint
4 36 (0.57%) Spreadsheet
5 32 (0.51%) MS Visio
6 27 (0.43%) Microsoft Project
7 18 (0.28%) AutoCAD
7 18 (0.28%) Maya
8 13 (0.21%) Photoshop
9 10 (0.16%) Adobe Illustrator
9 10 (0.16%) SOLIDWORKS
10 8 (0.13%) Adobe Creative Suite
10 8 (0.13%) Chatbot
11 6 (0.095%) Adobe XD
12 4 (0.063%) Fusion 360
12 4 (0.063%) Trello
13 3 (0.047%) Elementor
13 3 (0.047%) InDesign
13 3 (0.047%) Simulink
14 2 (0.032%) Acrobat
Business Applications
1 62 (0.98%) Dynamics CRM
2 41 (0.65%) SAP S/4HANA
3 31 (0.49%) NetSuite
4 21 (0.33%) Salesforce CRM
5 17 (0.27%) Endur
5 17 (0.27%) SAP CO
5 17 (0.27%) Shopify
6 14 (0.22%) Dynamics NAV
7 10 (0.16%) iTrent
7 10 (0.16%) Maximo
7 10 (0.16%) SAP ERP
7 10 (0.16%) Workday HCM
8 8 (0.13%) SAP FI
8 8 (0.13%) SAP FI/CO
9 7 (0.11%) IBM Planning Analytics
9 7 (0.11%) Payment Gateway
9 7 (0.11%) Q-Pulse
9 7 (0.11%) Sage 200
10 6 (0.095%) Oracle Payables
10 6 (0.095%) SAP Hybris
Cloud Services
1 1,383 (21.86%) Azure
2 976 (15.42%) Microsoft 365
3 783 (12.37%) AWS
4 449 (7.10%) Power Platform
5 374 (5.91%) SaaS
6 280 (4.42%) GCP
7 277 (4.38%) Entra ID
8 173 (2.73%) Azure DevOps
9 167 (2.64%) GitHub
10 164 (2.59%) Serverless
11 125 (1.98%) Power Automate
12 102 (1.61%) Dynamics 365
13 94 (1.49%) Google Workspace
14 90 (1.42%) Amazon S3
15 82 (1.30%) AWS CloudFormation
15 82 (1.30%) AWS Lambda
15 82 (1.30%) PowerApps
16 77 (1.22%) GitHub Actions
17 72 (1.14%) PaaS
18 70 (1.11%) Azure Data Factory
Communications & Networking
1 408 (6.45%) DNS
2 382 (6.04%) Firewall
3 343 (5.42%) DHCP
4 241 (3.81%) VPN
5 214 (3.38%) TCP/IP
6 212 (3.35%) WAN
7 200 (3.16%) Wi-Fi
8 177 (2.80%) Broadband
8 177 (2.80%) LAN
9 125 (1.98%) VLAN
10 95 (1.50%) Wireless
11 86 (1.36%) VoIP
12 68 (1.07%) SD-WAN
13 51 (0.81%) Network Security
14 44 (0.70%) Remote Desktop
15 42 (0.66%) SAN
16 39 (0.62%) Internet
17 32 (0.51%) Structured Cabling
18 29 (0.46%) Unified Communications
19 28 (0.44%) BGP
Database & Business Intelligence
1 370 (5.85%) Power BI
2 278 (4.39%) SQL Server
3 134 (2.12%) Data Warehouse
4 125 (1.98%) Tableau
5 118 (1.86%) NoSQL
6 113 (1.79%) Relational Database
7 110 (1.74%) PostgreSQL
8 93 (1.47%) Amazon RDS
9 90 (1.42%) MySQL
10 67 (1.06%) SQL Server Reporting Services
11 55 (0.87%) MongoDB
12 51 (0.81%) Amazon Redshift
13 48 (0.76%) DynamoDB
13 48 (0.76%) SQL Server Integration Services
14 47 (0.74%) Metadata
14 47 (0.74%) Power Query
15 44 (0.70%) Azure SQL Database
15 44 (0.70%) Data Lake
16 39 (0.62%) Big Data
17 26 (0.41%) Redis
Development Applications
1 284 (4.49%) Git
2 231 (3.65%) JIRA
3 108 (1.71%) Jenkins
4 98 (1.55%) GitLab
5 52 (0.82%) Selenium
6 31 (0.49%) Visual Studio
7 23 (0.36%) Cypress.io
8 20 (0.32%) TeamCity
9 19 (0.30%) Burp Suite
9 19 (0.30%) LabVIEW
9 19 (0.30%) Maven
9 19 (0.30%) Metasploit
10 18 (0.28%) Robot Framework
11 17 (0.27%) Octopus Deploy
12 16 (0.25%) Bitbucket
12 16 (0.25%) CircleCI
13 15 (0.24%) Cucumber
13 15 (0.24%) JUnit
13 15 (0.24%) SonarQube
14 14 (0.22%) Rational DOORS
General
1 3,145 (49.70%) Social Skills
2 1,916 (30.28%) Analytical Skills
3 1,395 (22.04%) Finance
4 441 (6.97%) Organisational Skills
5 359 (5.67%) Marketing
6 336 (5.31%) Inclusion and Diversity
7 304 (4.80%) Retail
8 299 (4.73%) Law
9 295 (4.66%) Banking
10 291 (4.60%) Public Sector
11 289 (4.57%) Legal
12 257 (4.06%) Manufacturing
13 170 (2.69%) Presentation Skills
14 162 (2.56%) Telecoms
15 131 (2.07%) Electronics
16 104 (1.64%) Documentation Skills
17 103 (1.63%) Games
18 84 (1.33%) Financial Institution
19 80 (1.26%) Influencing Skills
20 77 (1.22%) Automotive
Job Titles
1 934 (14.76%) Analyst
2 750 (11.85%) IT Support
3 738 (11.66%) Senior
4 647 (10.22%) Support Engineer
5 593 (9.37%) Developer
6 371 (5.86%) Lead
7 369 (5.83%) IT Engineer
8 313 (4.95%) IT Support Engineer
8 313 (4.95%) Support Analyst
9 250 (3.95%) Consultant
10 215 (3.40%) Technical Support
11 213 (3.37%) Business Analyst
12 208 (3.29%) Support Technician
13 206 (3.26%) Architect
14 196 (3.10%) 2nd Line Support
15 173 (2.73%) Software Engineer
16 172 (2.72%) Infrastructure Engineer
17 158 (2.50%) Technical Engineer
18 155 (2.45%) IT Analyst
19 153 (2.42%) IT Technician
Libraries, Frameworks & Software Standards
1 259 (4.09%) .NET
2 256 (4.05%) React
3 215 (3.40%) HTML
4 172 (2.72%) CSS
5 160 (2.53%) Node.js
6 122 (1.93%) REST
7 112 (1.77%) RESTful
8 72 (1.14%) AngularJS
9 67 (1.06%) Middleware
10 66 (1.04%) Spring
10 66 (1.04%) Vue
11 65 (1.03%) Kafka
12 59 (0.93%) Django
13 58 (0.92%) SOAP
14 57 (0.90%) JSON
15 55 (0.87%) XML
16 50 (0.79%) Flask
17 46 (0.73%) .NET Framework
17 46 (0.73%) Spring Boot
18 45 (0.71%) ASP.NET
Miscellaneous
1 476 (7.52%) Driving Licence
2 449 (7.10%) Onboarding
3 396 (6.26%) Self-Motivation
4 202 (3.19%) Management Information System
5 177 (2.80%) Cloud Native
6 155 (2.45%) Analytical Mindset
7 144 (2.28%) Legacy Systems
8 133 (2.10%) Product Ownership
9 131 (2.07%) Distributed Systems
10 117 (1.85%) Data Centre
11 107 (1.69%) Enterprise Software
12 100 (1.58%) Mobile App
13 94 (1.49%) Social Media
14 84 (1.33%) Data Structures
15 69 (1.09%) Low-Code
16 60 (0.95%) Security Posture
17 57 (0.90%) Algorithms
18 55 (0.87%) Virtual Team
19 50 (0.79%) EPoS
20 47 (0.74%) Video\Live Streaming
Operating Systems
1 1,112 (17.57%) Windows
2 429 (6.78%) Windows Server
3 406 (6.42%) Linux
4 172 (2.72%) Windows 10
5 119 (1.88%) Windows Server 2016
6 113 (1.79%) Android
7 92 (1.45%) Mac OS
8 80 (1.26%) Apple iOS
9 60 (0.95%) Unix
10 57 (0.90%) Windows Server 2019
11 35 (0.55%) Red Hat Enterprise Linux
11 35 (0.55%) Windows Server 2012
12 26 (0.41%) CentOS
13 23 (0.36%) Windows 7
14 20 (0.32%) Ubuntu
15 16 (0.25%) VMS
16 11 (0.17%) Windows 8
17 10 (0.16%) Mac OS X
18 8 (0.13%) Debian
19 5 (0.079%) Windows Server 2008
Processes & Methodologies
1 1,163 (18.38%) Continuous Improvement
2 1,050 (16.59%) Agile
3 943 (14.90%) Customer Service
4 686 (10.84%) Mentoring
5 652 (10.30%) AI
6 649 (10.26%) CI/CD
7 645 (10.19%) Decision-Making
8 632 (9.99%) Analytics
9 608 (9.61%) DevOps
10 573 (9.05%) ITIL
11 552 (8.72%) Project Management
12 515 (8.14%) Business Intelligence
13 501 (7.92%) Computer Science
14 485 (7.66%) Stakeholder Management
15 433 (6.84%) Cybersecurity
16 432 (6.83%) Software Engineering
17 379 (5.99%) Coaching
18 373 (5.89%) Roadmaps
19 369 (5.83%) Process Improvement
20 364 (5.75%) CRM
Programming Languages
1 967 (15.28%) Python
2 889 (14.05%) SQL
3 423 (6.68%) JavaScript
4 325 (5.14%) PowerShell
5 316 (4.99%) Java
6 284 (4.49%) C#
7 182 (2.88%) TypeScript
8 154 (2.43%) Bash
9 87 (1.37%) PHP
10 77 (1.22%) Go
11 76 (1.20%) C++
12 66 (1.04%) Data Analysis Expressions
13 58 (0.92%) Scala
14 46 (0.73%) T-SQL
15 44 (0.70%) C
16 40 (0.63%) Kotlin
17 35 (0.55%) R
18 34 (0.54%) Apex Code
19 27 (0.43%) Bicep
19 27 (0.43%) Rust
Qualifications
1 1,296 (20.48%) Degree
2 480 (7.59%) Security Cleared
3 294 (4.65%) SC Cleared
4 246 (3.89%) Computer Science Degree
5 191 (3.02%) Microsoft Certification
6 183 (2.89%) DBS Check
7 121 (1.91%) Master's Degree
8 118 (1.86%) DV Cleared
9 106 (1.68%) CISSP
10 89 (1.41%) Cisco Certification
11 84 (1.33%) BPSS Clearance
12 82 (1.30%) ACCA
13 80 (1.26%) A+ Certification
14 73 (1.15%) CIMA
15 65 (1.03%) PMI Certification
16 64 (1.01%) CCNA
17 61 (0.96%) Network+ Certification
18 56 (0.88%) AWS Certification
19 51 (0.81%) Azure Certification
19 51 (0.81%) PMP
Quality Assurance & Compliance
1 302 (4.77%) QA
2 257 (4.06%) Data Quality
3 233 (3.68%) GDPR
4 159 (2.51%) ISO/IEC 27001
5 158 (2.50%) Cyber Essentials
6 138 (2.18%) SLA
7 129 (2.04%) Accessibility
8 123 (1.94%) PCI DSS
9 110 (1.74%) NIST
10 48 (0.76%) Cyber Essentials PLUS
11 32 (0.51%) ISO 9001
12 29 (0.46%) Actionable Recommendations
13 28 (0.44%) SOC 2
14 23 (0.36%) PMO
15 20 (0.32%) COBIT
16 19 (0.30%) GRC
17 13 (0.21%) GMP
18 10 (0.16%) Sarbanes-Oxley
19 9 (0.14%) ISO/IEC 20000
19 9 (0.14%) WCAG
System Software
1 743 (11.74%) Active Directory
2 304 (4.80%) Docker
3 231 (3.65%) Hyper-V
4 163 (2.58%) VMware Infrastructure
5 63 (1.00%) Terminal Server
6 30 (0.47%) Firmware
7 29 (0.46%) Virtual Desktop
7 29 (0.46%) Virtual Machines
8 15 (0.24%) vSphere
9 14 (0.22%) KVM
10 11 (0.17%) VMware ESXi
11 10 (0.16%) VMware Workstation
12 7 (0.11%) IAG
12 7 (0.11%) XenApp
13 6 (0.095%) Virtual Servers
14 4 (0.063%) Microsoft Virtual Server
15 3 (0.047%) Slurm Workload Manager
16 2 (0.032%) BitLocker
16 2 (0.032%) vCloud
16 2 (0.032%) VMware NSX
Systems Management
1 287 (4.54%) Terraform
2 269 (4.25%) Microsoft Intune
3 227 (3.59%) Kubernetes
4 152 (2.40%) Ansible
5 93 (1.47%) Grafana
6 78 (1.23%) SCCM
7 60 (0.95%) Prometheus
8 32 (0.51%) BMC PATROL
9 29 (0.46%) Nagios
10 26 (0.41%) Single Sign-On
11 23 (0.36%) Active Directory Federation Services
12 21 (0.33%) Jamf Pro
13 15 (0.24%) Argo
13 15 (0.24%) Cisco CUCM
14 14 (0.22%) Autotask
15 13 (0.21%) vCenter Server
15 13 (0.21%) ZABBIX
16 12 (0.19%) FortiGate
16 12 (0.19%) Kibana
17 11 (0.17%) Nessus
Vendors
1 1,667 (26.34%) Microsoft
2 272 (4.30%) VMware
3 210 (3.32%) Oracle
4 181 (2.86%) SAP
5 164 (2.59%) Google
6 149 (2.35%) Salesforce
7 147 (2.32%) Cisco
8 128 (2.02%) Veeam
9 127 (2.01%) ServiceNow
10 121 (1.91%) SolarWinds
11 118 (1.86%) Splunk
12 107 (1.69%) Databricks
13 92 (1.45%) Adobe
14 84 (1.33%) Apple
15 64 (1.01%) Tanium
16 63 (1.00%) Brocade
16 63 (1.00%) Nimble Storage
17 55 (0.87%) Sage
18 54 (0.85%) Dell
19 49 (0.77%) Red Hat