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

6 months to
19 Apr 2026
Same period 2025 Same period 2024
Rank 10 4 7
Rank change year-on-year -6 +3 +6
Permanent jobs citing Problem-Solving 6,466 7,248 12,290
As % of all permanent jobs in England 8.38% 19.43% 14.90%
As % of the Processes & Methodologies category 11.10% 20.87% 17.35%
Number of salaries quoted 4,487 4,542 8,525
10th Percentile £27,250 £28,500 £26,045
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £53,688 £50,000
Median % change year-on-year -11.53% +7.38% -9.09%
75th Percentile £68,750 £75,000 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,500 £52,975 £50,000
% change year-on-year -10.34% +5.95% -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 58,241 34,721 70,843
As % of all permanent jobs advertised in England 75.47% 93.08% 85.88%
Number of salaries quoted 36,707 20,549 53,733
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -12.00%
75th Percentile £78,750 £80,000 £73,750
90th Percentile £100,000 £103,750 £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 19 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 19 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 1,961 £67,500 +3.85% 928
North of England -18 1,301 £42,500 -7.61% 619
South East -7 1,187 £45,000 -10.89% 754
Midlands -22 903 £40,000 -15.79% 482
North West -15 670 £42,500 -11.16% 328
South West -8 555 £43,500 -3.33% 297
West Midlands -24 538 £42,500 -16.87% 273
Yorkshire -9 502 £37,500 -10.71% 205
East of England -9 454 £40,000 -20.00% 294
East Midlands -5 362 £35,000 -11.39% 209
North East -13 129 £48,445 +7.65% 98
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 (5.23%) Microsoft Exchange
2 289 (4.47%) SharePoint
3 71 (1.10%) Confluence
4 56 (0.87%) Apache
5 54 (0.84%) CMS
6 45 (0.70%) Apache Airflow
7 36 (0.56%) Apache Spark
8 28 (0.43%) WordPress
9 27 (0.42%) IIS
10 16 (0.25%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.19%) nginx
13 10 (0.15%) Exchange Server 2013
14 9 (0.14%) Drupal
15 8 (0.12%) Exchange Server 2007
15 8 (0.12%) Exchange Server 2010
16 6 (0.093%) Anypoint
17 5 (0.077%) OpenStack
17 5 (0.077%) Oracle SOA Suite
17 5 (0.077%) Skype for Business
Applications
1 438 (6.77%) Microsoft Office
2 347 (5.37%) Microsoft Excel
3 64 (0.99%) Microsoft PowerPoint
4 43 (0.67%) Spreadsheet
5 37 (0.57%) MS Visio
6 29 (0.45%) Microsoft Project
7 13 (0.20%) Chatbot
8 11 (0.17%) Adobe Illustrator
9 10 (0.15%) Photoshop
10 9 (0.14%) Adobe Creative Suite
10 9 (0.14%) AutoCAD
10 9 (0.14%) Fusion 360
10 9 (0.14%) Maya
11 4 (0.062%) Adobe XD
12 3 (0.046%) Elementor
12 3 (0.046%) Simulink
12 3 (0.046%) SOLIDWORKS
12 3 (0.046%) Trello
13 2 (0.031%) Acrobat
13 2 (0.031%) Adobe Premiere
Business Applications
1 58 (0.90%) Dynamics CRM
2 53 (0.82%) SAP S/4HANA
3 34 (0.53%) NetSuite
4 21 (0.32%) Salesforce CRM
5 16 (0.25%) Dynamics NAV
5 16 (0.25%) Shopify
6 15 (0.23%) Endur
6 15 (0.23%) SAP CO
7 14 (0.22%) Maximo
8 13 (0.20%) Magento
9 12 (0.19%) iTrent
10 11 (0.17%) SAP ERP
11 10 (0.15%) Workday HCM
12 8 (0.12%) Elite 3E
12 8 (0.12%) Oracle EBS
12 8 (0.12%) SAP Business One
13 7 (0.11%) Dynamics AX
13 7 (0.11%) Q-Pulse
13 7 (0.11%) Sage 200
13 7 (0.11%) Sage X3
Cloud Services
1 1,358 (21.00%) Azure
2 978 (15.13%) Microsoft 365
3 802 (12.40%) AWS
4 484 (7.49%) Power Platform
5 341 (5.27%) SaaS
6 299 (4.62%) GCP
7 270 (4.18%) Entra ID
8 177 (2.74%) Serverless
9 176 (2.72%) GitHub
10 163 (2.52%) Azure DevOps
11 127 (1.96%) Power Automate
12 110 (1.70%) Dynamics 365
13 97 (1.50%) Amazon S3
14 89 (1.38%) Google Workspace
15 85 (1.31%) GitHub Actions
16 84 (1.30%) AWS Lambda
17 83 (1.28%) Azure Data Factory
18 82 (1.27%) AWS CloudFormation
19 78 (1.21%) PowerApps
20 76 (1.18%) PaaS
Communications & Networking
1 396 (6.12%) DNS
2 378 (5.85%) Firewall
3 340 (5.26%) DHCP
4 257 (3.97%) VPN
5 221 (3.42%) WAN
6 207 (3.20%) Wi-Fi
7 200 (3.09%) TCP/IP
8 189 (2.92%) LAN
9 177 (2.74%) Broadband
10 116 (1.79%) VLAN
11 110 (1.70%) Wireless
12 94 (1.45%) VoIP
13 67 (1.04%) SD-WAN
14 62 (0.96%) Network Security
15 48 (0.74%) SAN
16 40 (0.62%) Internet
17 31 (0.48%) BGP
17 31 (0.48%) HTTP
18 30 (0.46%) Structured Cabling
19 29 (0.45%) OSPF
Database & Business Intelligence
1 407 (6.29%) Power BI
2 276 (4.27%) SQL Server
3 129 (2.00%) Data Warehouse
4 121 (1.87%) Tableau
5 118 (1.82%) NoSQL
6 101 (1.56%) PostgreSQL
7 95 (1.47%) Relational Database
8 84 (1.30%) Amazon RDS
9 78 (1.21%) MySQL
10 73 (1.13%) SQL Server Reporting Services
11 57 (0.88%) Power Query
11 57 (0.88%) SQL Server Integration Services
12 56 (0.87%) MongoDB
13 52 (0.80%) DynamoDB
14 47 (0.73%) Azure SQL Database
15 45 (0.70%) Amazon Redshift
16 42 (0.65%) Metadata
17 39 (0.60%) Big Data
17 39 (0.60%) Data Lake
18 27 (0.42%) DB2
Development Applications
1 277 (4.28%) Git
2 216 (3.34%) JIRA
3 116 (1.79%) Jenkins
4 103 (1.59%) GitLab
5 45 (0.70%) Selenium
6 26 (0.40%) Visual Studio
7 22 (0.34%) Cucumber
8 21 (0.32%) Cypress.io
8 21 (0.32%) Rational DOORS
8 21 (0.32%) SonarQube
9 20 (0.31%) Maven
10 19 (0.29%) Bitbucket
11 18 (0.28%) Burp Suite
11 18 (0.28%) Chocolatey
11 18 (0.28%) Metasploit
12 17 (0.26%) CircleCI
13 15 (0.23%) TeamCity
14 14 (0.22%) JUnit
15 13 (0.20%) LabVIEW
16 11 (0.17%) Robot Framework
General
1 3,088 (47.76%) Social Skills
2 1,946 (30.10%) Analytical Skills
3 1,401 (21.67%) Finance
4 447 (6.91%) Organisational Skills
5 367 (5.68%) Inclusion and Diversity
6 351 (5.43%) Marketing
7 318 (4.92%) Manufacturing
8 303 (4.69%) Law
8 303 (4.69%) Retail
9 302 (4.67%) Banking
10 285 (4.41%) Legal
10 285 (4.41%) Public Sector
11 160 (2.47%) Presentation Skills
12 153 (2.37%) Telecoms
13 146 (2.26%) Electronics
14 102 (1.58%) Documentation Skills
15 87 (1.35%) Games
16 84 (1.30%) Automotive
17 78 (1.21%) Advertising
18 75 (1.16%) Influencing Skills
Job Titles
1 920 (14.23%) Analyst
2 792 (12.25%) Senior
3 715 (11.06%) IT Support
4 620 (9.59%) Support Engineer
5 567 (8.77%) Developer
6 405 (6.26%) Lead
7 393 (6.08%) IT Engineer
8 317 (4.90%) IT Support Engineer
9 282 (4.36%) Support Analyst
10 254 (3.93%) Consultant
11 219 (3.39%) Architect
12 218 (3.37%) Support Technician
13 197 (3.05%) Business Analyst
14 194 (3.00%) Software Engineer
15 193 (2.98%) Infrastructure Engineer
16 187 (2.89%) 2nd Line Support
17 184 (2.85%) Technical Support
18 182 (2.81%) Systems Engineer
19 166 (2.57%) IT Technician
20 148 (2.29%) IT Support Technician
Libraries, Frameworks & Software Standards
1 246 (3.80%) React
2 241 (3.73%) .NET
3 218 (3.37%) HTML
4 182 (2.81%) CSS
5 147 (2.27%) Node.js
6 140 (2.17%) REST
7 123 (1.90%) RESTful
8 81 (1.25%) Middleware
9 73 (1.13%) JSON
10 72 (1.11%) SOAP
11 71 (1.10%) Spring
12 66 (1.02%) Vue
12 66 (1.02%) XML
13 63 (0.97%) Kafka
14 62 (0.96%) AngularJS
15 59 (0.91%) Django
16 54 (0.84%) Flask
17 52 (0.80%) Web Services
18 50 (0.77%) gRPC
18 50 (0.77%) OAuth
Miscellaneous
1 427 (6.60%) Onboarding
2 415 (6.42%) Driving Licence
3 359 (5.55%) Self-Motivation
4 205 (3.17%) Management Information System
5 185 (2.86%) Cloud Native
6 163 (2.52%) Product Ownership
7 162 (2.51%) Analytical Mindset
8 154 (2.38%) Distributed Systems
9 143 (2.21%) Data Centre
10 124 (1.92%) Legacy Systems
11 101 (1.56%) Enterprise Software
12 92 (1.42%) Mobile App
13 91 (1.41%) Social Media
14 85 (1.31%) Data Structures
15 72 (1.11%) Low-Code
16 66 (1.02%) Security Posture
17 63 (0.97%) Algorithms
18 58 (0.90%) Video\Live Streaming
19 55 (0.85%) Virtual Team
20 54 (0.84%) IoT
Operating Systems
1 1,063 (16.44%) Windows
2 411 (6.36%) Windows Server
3 402 (6.22%) Linux
4 175 (2.71%) Windows 10
5 116 (1.79%) Windows Server 2016
6 106 (1.64%) Android
7 90 (1.39%) Apple iOS
8 88 (1.36%) Mac OS
9 56 (0.87%) Windows Server 2019
10 50 (0.77%) Unix
11 41 (0.63%) Red Hat Enterprise Linux
12 36 (0.56%) Windows Server 2012
13 33 (0.51%) CentOS
14 28 (0.43%) Ubuntu
15 23 (0.36%) VMS
16 20 (0.31%) Windows 7
17 17 (0.26%) Mac OS X
18 11 (0.17%) Debian
19 10 (0.15%) Windows 8
20 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,169 (18.08%) Continuous Improvement
2 1,024 (15.84%) Agile
3 951 (14.71%) Customer Service
4 687 (10.62%) Mentoring
5 686 (10.61%) Decision-Making
6 678 (10.49%) AI
6 678 (10.49%) CI/CD
7 647 (10.01%) Analytics
8 615 (9.51%) DevOps
9 587 (9.08%) ITIL
10 536 (8.29%) Business Intelligence
11 529 (8.18%) Project Management
12 498 (7.70%) Stakeholder Management
13 493 (7.62%) Computer Science
14 470 (7.27%) Software Engineering
15 439 (6.79%) Roadmaps
16 434 (6.71%) Cybersecurity
17 419 (6.48%) Coaching
18 354 (5.47%) Collaborative Working
19 353 (5.46%) Process Improvement
Programming Languages
1 993 (15.36%) Python
2 889 (13.75%) SQL
3 426 (6.59%) JavaScript
4 342 (5.29%) Java
5 301 (4.66%) PowerShell
6 259 (4.01%) C#
7 189 (2.92%) TypeScript
8 156 (2.41%) Bash
9 94 (1.45%) C++
10 92 (1.42%) Go
11 82 (1.27%) Data Analysis Expressions
12 80 (1.24%) PHP
13 65 (1.01%) Scala
14 54 (0.84%) C
15 42 (0.65%) T-SQL
16 39 (0.60%) Kotlin
17 36 (0.56%) Bicep
18 34 (0.53%) Rust
19 32 (0.49%) Apex Code
20 31 (0.48%) R
Qualifications
1 1,229 (19.01%) Degree
2 447 (6.91%) Security Cleared
3 278 (4.30%) SC Cleared
4 250 (3.87%) Computer Science Degree
5 198 (3.06%) DBS Check
6 185 (2.86%) Microsoft Certification
7 129 (2.00%) Master's Degree
8 112 (1.73%) DV Cleared
9 111 (1.72%) CISSP
10 96 (1.48%) Cisco Certification
11 89 (1.38%) A+ Certification
12 84 (1.30%) BPSS Clearance
13 80 (1.24%) ACCA
14 79 (1.22%) PMI Certification
15 69 (1.07%) CIMA
16 67 (1.04%) CCNA
17 64 (0.99%) PMP
18 58 (0.90%) Network+ Certification
19 57 (0.88%) AWS Certification
20 54 (0.84%) Azure Certification
Quality Assurance & Compliance
1 310 (4.79%) QA
2 304 (4.70%) Data Quality
3 252 (3.90%) GDPR
4 164 (2.54%) SLA
5 158 (2.44%) ISO/IEC 27001
6 151 (2.34%) Cyber Essentials
7 138 (2.13%) NIST
8 125 (1.93%) PCI DSS
9 104 (1.61%) Accessibility
10 49 (0.76%) Cyber Essentials PLUS
11 34 (0.53%) SOC 2
12 33 (0.51%) ISO 9001
13 29 (0.45%) Actionable Recommendations
14 28 (0.43%) PMO
15 25 (0.39%) GRC
16 24 (0.37%) COBIT
17 14 (0.22%) GMP
18 10 (0.15%) HIPAA
18 10 (0.15%) ISO/IEC 20000
18 10 (0.15%) Sarbanes-Oxley
System Software
1 711 (11.00%) Active Directory
2 305 (4.72%) Docker
3 206 (3.19%) Hyper-V
4 167 (2.58%) VMware Infrastructure
5 56 (0.87%) Terminal Server
6 37 (0.57%) Virtual Desktop
7 35 (0.54%) Firmware
8 31 (0.48%) Virtual Machines
9 18 (0.28%) vSphere
10 15 (0.23%) KVM
11 10 (0.15%) VMware Workstation
12 9 (0.14%) VMware ESXi
13 8 (0.12%) IAG
14 7 (0.11%) XenApp
15 5 (0.077%) Slurm Workload Manager
15 5 (0.077%) Virtual Servers
16 4 (0.062%) Microsoft Virtual Server
17 3 (0.046%) Embedded Firmware
17 3 (0.046%) VMware NSX
18 2 (0.031%) BitLocker
Systems Management
1 305 (4.72%) Terraform
2 244 (3.77%) Microsoft Intune
3 234 (3.62%) Kubernetes
4 157 (2.43%) Ansible
5 94 (1.45%) Grafana
6 84 (1.30%) SCCM
7 52 (0.80%) Prometheus
8 28 (0.43%) Nagios
8 28 (0.43%) Single Sign-On
9 24 (0.37%) Active Directory Federation Services
10 20 (0.31%) BMC PATROL
11 18 (0.28%) Kibana
12 16 (0.25%) Autotask
12 16 (0.25%) Jamf Pro
13 15 (0.23%) Argo
14 13 (0.20%) FortiGate
14 13 (0.20%) Nessus
14 13 (0.20%) Puppet
14 13 (0.20%) vCenter Server
15 12 (0.19%) Cisco CUCM
Vendors
1 1,670 (25.83%) Microsoft
2 262 (4.05%) VMware
3 185 (2.86%) Oracle
4 165 (2.55%) SAP
5 164 (2.54%) Google
6 146 (2.26%) ServiceNow
7 139 (2.15%) Cisco
8 132 (2.04%) Salesforce
9 119 (1.84%) SolarWinds
10 117 (1.81%) Databricks
11 109 (1.69%) Splunk
11 109 (1.69%) Veeam
12 83 (1.28%) Apple
13 79 (1.22%) Adobe
14 72 (1.11%) Dell
15 57 (0.88%) Red Hat
15 57 (0.88%) Tanium
16 56 (0.87%) Brocade
16 56 (0.87%) Nimble Storage
17 48 (0.74%) Dynatrace