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

6 months to
26 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 6,406 7,182 12,449
As % of all permanent jobs in England 8.11% 19.13% 14.96%
As % of the Processes & Methodologies category 10.79% 20.57% 17.46%
Number of salaries quoted 4,473 4,552 8,514
10th Percentile £27,260 £28,000 £26,045
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 59,367 34,910 71,281
As % of all permanent jobs advertised in England 75.14% 92.97% 85.66%
Number of salaries quoted 37,486 20,611 53,776
10th Percentile £30,000 £31,000 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £59,000 £60,000 £55,000
Median % change year-on-year -1.67% +9.09% -12.00%
75th Percentile £79,030 £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% -10.57%

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 26 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 26 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 1,960 £68,500 +5.38% 660
North of England -19 1,285 £42,500 -7.61% 536
South East -8 1,168 £45,000 -10.00% 694
Midlands -23 891 £39,250 -12.78% 413
North West -15 666 £42,500 -14.14% 302
South West -7 553 £43,500 -3.33% 257
West Midlands -25 530 £42,500 -15.00% 237
Yorkshire -12 489 £40,000 -4.76% 165
East of England -10 458 £40,000 -20.00% 237
East Midlands -6 358 £35,000 -9.09% 176
North East -14 130 £48,500 +7.78% 78
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
1 334 (5.21%) Microsoft Exchange
2 297 (4.64%) SharePoint
3 69 (1.08%) Confluence
4 55 (0.86%) Apache
5 52 (0.81%) CMS
6 44 (0.69%) Apache Airflow
7 34 (0.53%) Apache Spark
8 27 (0.42%) WordPress
9 25 (0.39%) IIS
10 15 (0.23%) 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 (0.12%) Exchange Server 2007
15 8 (0.12%) Exchange Server 2010
16 5 (0.078%) OpenStack
16 5 (0.078%) Oracle SOA Suite
16 5 (0.078%) Skype for Business
17 4 (0.062%) Moodle
Applications
1 422 (6.59%) Microsoft Office
2 349 (5.45%) Microsoft Excel
3 65 (1.01%) Microsoft PowerPoint
4 45 (0.70%) Spreadsheet
5 39 (0.61%) MS Visio
6 31 (0.48%) Microsoft Project
7 14 (0.22%) Chatbot
8 10 (0.16%) Adobe Illustrator
9 9 (0.14%) Fusion 360
9 9 (0.14%) Maya
10 8 (0.12%) Adobe Creative Suite
10 8 (0.12%) AutoCAD
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 56 (0.87%) SAP S/4HANA
2 53 (0.83%) Dynamics CRM
3 34 (0.53%) NetSuite
4 21 (0.33%) Salesforce CRM
5 15 (0.23%) Shopify
6 14 (0.22%) Dynamics NAV
6 14 (0.22%) Magento
6 14 (0.22%) SAP CO
7 13 (0.20%) Endur
7 13 (0.20%) Maximo
7 13 (0.20%) SAP ERP
8 12 (0.19%) iTrent
9 10 (0.16%) Workday HCM
10 8 (0.12%) Dynamics AX
10 8 (0.12%) Elite 3E
10 8 (0.12%) 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 1,346 (21.01%) Azure
2 973 (15.19%) Microsoft 365
3 796 (12.43%) AWS
4 484 (7.56%) Power Platform
5 337 (5.26%) SaaS
6 294 (4.59%) GCP
7 274 (4.28%) Entra ID
8 178 (2.78%) Serverless
9 170 (2.65%) GitHub
10 158 (2.47%) Azure DevOps
11 120 (1.87%) Power Automate
12 110 (1.72%) Dynamics 365
13 98 (1.53%) Amazon S3
14 88 (1.37%) Google Workspace
15 87 (1.36%) AWS Lambda
16 84 (1.31%) GitHub Actions
17 82 (1.28%) Azure Data Factory
18 78 (1.22%) PowerApps
19 77 (1.20%) AWS CloudFormation
20 74 (1.16%) PaaS
Communications & Networking
1 384 (5.99%) DNS
2 380 (5.93%) Firewall
3 324 (5.06%) DHCP
4 255 (3.98%) VPN
5 220 (3.43%) WAN
6 204 (3.18%) Wi-Fi
7 190 (2.97%) TCP/IP
8 189 (2.95%) LAN
9 181 (2.83%) Broadband
10 114 (1.78%) VLAN
11 110 (1.72%) Wireless
12 97 (1.51%) VoIP
13 67 (1.05%) 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
1 405 (6.32%) Power BI
2 288 (4.50%) SQL Server
3 125 (1.95%) Data Warehouse
4 117 (1.83%) NoSQL
5 114 (1.78%) Tableau
6 96 (1.50%) PostgreSQL
7 84 (1.31%) Relational Database
8 79 (1.23%) MySQL
9 75 (1.17%) SQL Server Reporting Services
10 74 (1.16%) Amazon RDS
11 58 (0.91%) SQL Server Integration Services
12 55 (0.86%) MongoDB
12 55 (0.86%) Power Query
13 52 (0.81%) DynamoDB
14 49 (0.76%) Azure SQL Database
15 45 (0.70%) Amazon Redshift
16 42 (0.66%) Metadata
17 41 (0.64%) Big Data
17 41 (0.64%) Data Lake
18 27 (0.42%) DB2
Development Applications
1 273 (4.26%) Git
2 215 (3.36%) JIRA
3 113 (1.76%) Jenkins
4 103 (1.61%) GitLab
5 39 (0.61%) Selenium
6 24 (0.37%) Rational DOORS
7 23 (0.36%) Cucumber
7 23 (0.36%) Visual Studio
8 21 (0.33%) Cypress.io
8 21 (0.33%) Maven
9 20 (0.31%) Chocolatey
9 20 (0.31%) SonarQube
10 19 (0.30%) Bitbucket
11 17 (0.27%) Burp Suite
11 17 (0.27%) CircleCI
11 17 (0.27%) Metasploit
12 15 (0.23%) JUnit
13 14 (0.22%) TeamCity
14 13 (0.20%) LabVIEW
15 12 (0.19%) SQL Server Management Studio (SSMS)
General
1 3,030 (47.30%) Social Skills
2 1,931 (30.14%) Analytical Skills
3 1,387 (21.65%) Finance
4 429 (6.70%) Organisational Skills
5 361 (5.64%) Inclusion and Diversity
6 343 (5.35%) Marketing
7 313 (4.89%) Manufacturing
8 299 (4.67%) Banking
8 299 (4.67%) Law
9 298 (4.65%) Retail
10 280 (4.37%) Legal
11 274 (4.28%) Public Sector
12 156 (2.44%) Presentation Skills
13 154 (2.40%) Telecoms
14 140 (2.19%) Electronics
15 102 (1.59%) Documentation Skills
16 86 (1.34%) Games
17 81 (1.26%) Automotive
18 80 (1.25%) Advertising
19 79 (1.23%) Influencing Skills
Job Titles
1 911 (14.22%) Analyst
2 773 (12.07%) Senior
3 688 (10.74%) IT Support
4 605 (9.44%) Support Engineer
5 567 (8.85%) Developer
6 401 (6.26%) Lead
7 388 (6.06%) IT Engineer
8 310 (4.84%) IT Support Engineer
9 280 (4.37%) Support Analyst
10 247 (3.86%) Consultant
11 219 (3.42%) Architect
12 214 (3.34%) Support Technician
13 193 (3.01%) Software Engineer
14 192 (3.00%) Infrastructure Engineer
15 191 (2.98%) Business Analyst
16 180 (2.81%) 2nd Line Support
17 176 (2.75%) Systems Engineer
18 174 (2.72%) Technical Support
19 162 (2.53%) IT Technician
20 147 (2.29%) Administrator
Libraries, Frameworks & Software Standards
1 244 (3.81%) React
2 238 (3.72%) .NET
3 212 (3.31%) HTML
4 177 (2.76%) CSS
5 148 (2.31%) Node.js
6 147 (2.29%) REST
7 121 (1.89%) RESTful
8 83 (1.30%) Middleware
9 78 (1.22%) SOAP
10 71 (1.11%) Spring
11 70 (1.09%) JSON
12 65 (1.01%) XML
13 63 (0.98%) Kafka
14 61 (0.95%) AngularJS
15 60 (0.94%) Vue
16 53 (0.83%) OAuth
17 52 (0.81%) Django
18 51 (0.80%) Web Services
19 50 (0.78%) gRPC
19 50 (0.78%) Spring Boot
Miscellaneous
1 421 (6.57%) Onboarding
2 405 (6.32%) Driving Licence
3 345 (5.39%) Self-Motivation
4 200 (3.12%) Management Information System
5 194 (3.03%) Cloud Native
6 168 (2.62%) Analytical Mindset
7 167 (2.61%) Product Ownership
8 152 (2.37%) Distributed Systems
9 140 (2.19%) Data Centre
10 118 (1.84%) Legacy Systems
11 101 (1.58%) Enterprise Software
12 91 (1.42%) Social Media
13 89 (1.39%) Mobile App
14 80 (1.25%) Data Structures
15 69 (1.08%) Low-Code
16 64 (1.00%) Security Posture
17 63 (0.98%) Algorithms
18 58 (0.91%) Video\Live Streaming
19 54 (0.84%) IoT
19 54 (0.84%) Virtual Team
Operating Systems
1 1,025 (16.00%) Windows
2 393 (6.13%) Linux
3 391 (6.10%) Windows Server
4 168 (2.62%) Windows 10
5 107 (1.67%) Android
6 106 (1.65%) Windows Server 2016
7 90 (1.40%) Apple iOS
8 86 (1.34%) Mac OS
9 53 (0.83%) Windows Server 2019
10 48 (0.75%) Unix
11 41 (0.64%) Red Hat Enterprise Linux
12 34 (0.53%) Windows Server 2012
13 33 (0.52%) CentOS
14 28 (0.44%) Ubuntu
15 25 (0.39%) 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 1,192 (18.61%) Continuous Improvement
2 1,011 (15.78%) Agile
3 936 (14.61%) Customer Service
4 681 (10.63%) Decision-Making
5 677 (10.57%) CI/CD
6 672 (10.49%) AI
7 664 (10.37%) Mentoring
8 642 (10.02%) Analytics
9 611 (9.54%) DevOps
10 579 (9.04%) ITIL
11 524 (8.18%) Business Intelligence
12 523 (8.16%) Project Management
13 501 (7.82%) Stakeholder Management
14 486 (7.59%) Computer Science
15 472 (7.37%) Software Engineering
16 448 (6.99%) Roadmaps
17 442 (6.90%) Cybersecurity
18 416 (6.49%) Coaching
19 356 (5.56%) Collaborative Working
20 352 (5.49%) CRM
Programming Languages
1 975 (15.22%) Python
2 891 (13.91%) SQL
3 417 (6.51%) JavaScript
4 339 (5.29%) Java
5 299 (4.67%) PowerShell
6 258 (4.03%) C#
7 193 (3.01%) TypeScript
8 153 (2.39%) Bash
9 90 (1.40%) Go
10 89 (1.39%) C++
11 82 (1.28%) PHP
12 78 (1.22%) Data Analysis Expressions
13 64 (1.00%) Scala
14 53 (0.83%) C
15 42 (0.66%) T-SQL
16 37 (0.58%) Kotlin
17 36 (0.56%) Rust
18 34 (0.53%) Bicep
19 33 (0.52%) Apex Code
20 32 (0.50%) R
Qualifications
1 1,170 (18.26%) Degree
2 424 (6.62%) Security Cleared
3 263 (4.11%) SC Cleared
4 247 (3.86%) Computer Science Degree
5 207 (3.23%) DBS Check
6 182 (2.84%) Microsoft Certification
7 123 (1.92%) Master's Degree
8 113 (1.76%) CISSP
9 103 (1.61%) DV Cleared
10 98 (1.53%) Cisco Certification
11 90 (1.40%) A+ Certification
12 82 (1.28%) BPSS Clearance
13 78 (1.22%) ACCA
13 78 (1.22%) PMI Certification
14 68 (1.06%) CCNA
14 68 (1.06%) CIMA
15 63 (0.98%) PMP
16 58 (0.91%) Network+ Certification
17 57 (0.89%) Azure Certification
18 56 (0.87%) AWS Certification
Quality Assurance & Compliance
1 313 (4.89%) QA
2 301 (4.70%) Data Quality
3 251 (3.92%) GDPR
4 172 (2.68%) SLA
5 160 (2.50%) ISO/IEC 27001
6 146 (2.28%) Cyber Essentials
7 138 (2.15%) NIST
8 117 (1.83%) PCI DSS
9 100 (1.56%) 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%) PMO
14 26 (0.41%) COBIT
15 25 (0.39%) GRC
16 14 (0.22%) GMP
17 11 (0.17%) HIPAA
17 11 (0.17%) Sarbanes-Oxley
17 11 (0.17%) TickIT
System Software
1 698 (10.90%) Active Directory
2 296 (4.62%) Docker
3 190 (2.97%) Hyper-V
4 163 (2.54%) VMware Infrastructure
5 49 (0.76%) Terminal Server
6 41 (0.64%) Virtual Desktop
7 33 (0.52%) Firmware
8 30 (0.47%) Virtual Machines
9 19 (0.30%) vSphere
10 14 (0.22%) 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 (0.062%) Embedded Firmware
14 4 (0.062%) Microsoft Virtual Server
15 3 (0.047%) VMware NSX
16 2 (0.031%) BitLocker
Systems Management
1 295 (4.61%) Terraform
2 241 (3.76%) Microsoft Intune
3 230 (3.59%) Kubernetes
4 152 (2.37%) Ansible
5 92 (1.44%) Grafana
6 84 (1.31%) SCCM
7 50 (0.78%) 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 15 (0.23%) Argo
15 14 (0.22%) Jamf Pro
16 13 (0.20%) Puppet
17 12 (0.19%) Nessus
17 12 (0.19%) vCenter Server
18 11 (0.17%) Cisco CUCM
19 10 (0.16%) FortiGate
Vendors
1 1,667 (26.02%) Microsoft
2 251 (3.92%) VMware
3 188 (2.93%) Oracle
4 161 (2.51%) Google
5 159 (2.48%) SAP
6 145 (2.26%) ServiceNow
7 136 (2.12%) Cisco
8 135 (2.11%) Salesforce
9 117 (1.83%) Databricks
10 115 (1.80%) SolarWinds
11 104 (1.62%) Veeam
12 99 (1.55%) Splunk
13 82 (1.28%) Apple
14 74 (1.16%) Adobe
15 65 (1.01%) Dell
16 58 (0.91%) Red Hat
17 50 (0.78%) Tanium
18 49 (0.76%) Brocade
18 49 (0.76%) Dynatrace
18 49 (0.76%) Nimble Storage