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

6 months to
17 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 6,477 7,224 12,316
As % of all permanent jobs in England 8.47% 19.45% 14.95%
As % of the Processes & Methodologies category 11.20% 20.90% 17.39%
Number of salaries quoted 4,499 4,524 8,560
10th Percentile £27,225 £28,500 £26,132
25th Percentile £31,250 £36,438 £32,750
Median annual salary (50th Percentile) £47,500 £54,000 £50,000
Median % change year-on-year -12.04% +8.00% -9.09%
75th Percentile £68,750 £75,000 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,500 £53,168 £50,000
% change year-on-year -10.66% +6.34% -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 57,814 34,565 70,832
As % of all permanent jobs advertised in England 75.64% 93.08% 85.96%
Number of salaries quoted 36,358 20,529 53,782
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 £102,950 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.20%

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 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 17 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 1,975 £67,500 +3.85% 930
North of England -17 1,300 £42,410 -7.80% 615
South East -7 1,186 £45,000 -10.00% 738
Midlands -22 904 £38,500 -18.95% 465
North West -17 670 £42,500 -11.46% 325
South West -8 556 £43,500 -5.95% 292
West Midlands -25 535 £42,500 -18.48% 270
Yorkshire -9 501 £37,500 -10.71% 203
East of England -9 451 £40,000 -20.00% 277
East Midlands -5 366 £35,000 -11.95% 195
North East -13 129 £48,445 +7.65% 99
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
1 336 (5.19%) Microsoft Exchange
2 288 (4.45%) SharePoint
3 71 (1.10%) Confluence
4 56 (0.86%) Apache
5 55 (0.85%) CMS
6 45 (0.69%) Apache Airflow
7 36 (0.56%) Apache Spark
8 27 (0.42%) IIS
8 27 (0.42%) WordPress
9 16 (0.25%) SAS
10 13 (0.20%) Palantir Foundry
11 12 (0.19%) nginx
12 10 (0.15%) Exchange Server 2013
13 9 (0.14%) Drupal
14 8 (0.12%) Anypoint
14 8 (0.12%) Exchange Server 2007
14 8 (0.12%) Exchange Server 2010
15 5 (0.077%) OpenStack
15 5 (0.077%) Oracle SOA Suite
15 5 (0.077%) Skype for Business
Applications
1 429 (6.62%) Microsoft Office
2 346 (5.34%) Microsoft Excel
3 63 (0.97%) Microsoft PowerPoint
4 42 (0.65%) Spreadsheet
5 37 (0.57%) MS Visio
6 28 (0.43%) Microsoft Project
7 13 (0.20%) Chatbot
8 11 (0.17%) Adobe Illustrator
9 10 (0.15%) Photoshop
10 9 (0.14%) AutoCAD
10 9 (0.14%) Fusion 360
10 9 (0.14%) Maya
11 8 (0.12%) Adobe Creative Suite
12 4 (0.062%) Adobe XD
12 4 (0.062%) Trello
13 3 (0.046%) Elementor
13 3 (0.046%) Simulink
13 3 (0.046%) SOLIDWORKS
14 2 (0.031%) Acrobat
14 2 (0.031%) Adobe Premiere
Business Applications
1 59 (0.91%) Dynamics CRM
2 49 (0.76%) SAP S/4HANA
3 34 (0.52%) NetSuite
4 21 (0.32%) Salesforce CRM
5 18 (0.28%) Shopify
6 16 (0.25%) Dynamics NAV
6 16 (0.25%) SAP CO
7 15 (0.23%) Endur
8 13 (0.20%) Magento
8 13 (0.20%) Maximo
9 12 (0.19%) iTrent
10 10 (0.15%) Workday HCM
11 9 (0.14%) SAP ERP
12 8 (0.12%) Elite 3E
12 8 (0.12%) Oracle EBS
12 8 (0.12%) SAP Business One
13 7 (0.11%) Q-Pulse
13 7 (0.11%) Sage 200
13 7 (0.11%) SAP FI
13 7 (0.11%) SAP FI/CO
Cloud Services
1 1,365 (21.07%) Azure
2 983 (15.18%) Microsoft 365
3 801 (12.37%) AWS
4 484 (7.47%) Power Platform
5 347 (5.36%) SaaS
6 297 (4.59%) GCP
7 275 (4.25%) Entra ID
8 177 (2.73%) Serverless
9 176 (2.72%) GitHub
10 165 (2.55%) Azure DevOps
11 128 (1.98%) Power Automate
12 110 (1.70%) Dynamics 365
13 97 (1.50%) Amazon S3
14 89 (1.37%) Google Workspace
15 85 (1.31%) GitHub Actions
16 84 (1.30%) AWS Lambda
17 82 (1.27%) Azure Data Factory
18 81 (1.25%) AWS CloudFormation
19 78 (1.20%) PowerApps
20 76 (1.17%) PaaS
Communications & Networking
1 395 (6.10%) DNS
2 378 (5.84%) Firewall
3 340 (5.25%) DHCP
4 258 (3.98%) VPN
5 220 (3.40%) WAN
6 207 (3.20%) Wi-Fi
7 201 (3.10%) TCP/IP
8 188 (2.90%) LAN
9 177 (2.73%) Broadband
10 116 (1.79%) VLAN
11 107 (1.65%) Wireless
12 94 (1.45%) VoIP
13 67 (1.03%) SD-WAN
14 61 (0.94%) Network Security
15 47 (0.73%) SAN
16 40 (0.62%) Internet
17 31 (0.48%) BGP
17 31 (0.48%) HTTP
17 31 (0.48%) Structured Cabling
18 29 (0.45%) OSPF
Database & Business Intelligence
1 407 (6.28%) Power BI
2 276 (4.26%) SQL Server
3 128 (1.98%) Data Warehouse
4 124 (1.91%) Tableau
5 117 (1.81%) NoSQL
6 104 (1.61%) PostgreSQL
7 100 (1.54%) Relational Database
8 84 (1.30%) Amazon RDS
9 80 (1.24%) MySQL
10 69 (1.07%) SQL Server Reporting Services
11 57 (0.88%) Power Query
11 57 (0.88%) SQL Server Integration Services
12 55 (0.85%) MongoDB
13 52 (0.80%) DynamoDB
14 45 (0.69%) Amazon Redshift
14 45 (0.69%) Azure SQL Database
15 43 (0.66%) Metadata
16 39 (0.60%) Big Data
17 38 (0.59%) Data Lake
18 26 (0.40%) BigQuery
Development Applications
1 279 (4.31%) Git
2 218 (3.37%) JIRA
3 116 (1.79%) Jenkins
4 103 (1.59%) GitLab
5 46 (0.71%) Selenium
6 27 (0.42%) Visual Studio
7 22 (0.34%) Cucumber
8 21 (0.32%) Cypress.io
8 21 (0.32%) SonarQube
9 20 (0.31%) Maven
9 20 (0.31%) Rational DOORS
10 18 (0.28%) Bitbucket
10 18 (0.28%) Burp Suite
10 18 (0.28%) Chocolatey
10 18 (0.28%) Metasploit
11 17 (0.26%) CircleCI
12 16 (0.25%) TeamCity
13 14 (0.22%) JUnit
13 14 (0.22%) LabVIEW
14 11 (0.17%) Robot Framework
General
1 3,096 (47.80%) Social Skills
2 1,949 (30.09%) Analytical Skills
3 1,405 (21.69%) Finance
4 448 (6.92%) Organisational Skills
5 371 (5.73%) Inclusion and Diversity
6 351 (5.42%) Marketing
7 312 (4.82%) Manufacturing
8 309 (4.77%) Law
9 306 (4.72%) Retail
10 304 (4.69%) Banking
11 293 (4.52%) Legal
12 288 (4.45%) Public Sector
13 162 (2.50%) Presentation Skills
14 152 (2.35%) Telecoms
15 148 (2.29%) Electronics
16 102 (1.57%) Documentation Skills
17 87 (1.34%) Games
18 82 (1.27%) Automotive
19 77 (1.19%) Advertising
19 77 (1.19%) Influencing Skills
Job Titles
1 928 (14.33%) Analyst
2 793 (12.24%) Senior
3 720 (11.12%) IT Support
4 621 (9.59%) Support Engineer
5 568 (8.77%) Developer
6 409 (6.31%) Lead
7 393 (6.07%) IT Engineer
8 318 (4.91%) IT Support Engineer
9 287 (4.43%) Support Analyst
10 250 (3.86%) Consultant
11 221 (3.41%) Support Technician
12 219 (3.38%) Architect
13 195 (3.01%) Business Analyst
14 194 (3.00%) Software Engineer
15 193 (2.98%) Infrastructure Engineer
16 190 (2.93%) 2nd Line Support
17 183 (2.83%) Technical Support
18 180 (2.78%) Systems Engineer
19 167 (2.58%) IT Technician
20 150 (2.32%) IT Support Technician
Libraries, Frameworks & Software Standards
1 249 (3.84%) React
2 243 (3.75%) .NET
3 218 (3.37%) HTML
4 182 (2.81%) CSS
5 149 (2.30%) Node.js
6 139 (2.15%) REST
7 122 (1.88%) RESTful
8 77 (1.19%) Middleware
9 71 (1.10%) JSON
9 71 (1.10%) SOAP
9 71 (1.10%) Spring
10 67 (1.03%) Vue
11 66 (1.02%) XML
12 63 (0.97%) AngularJS
13 62 (0.96%) Kafka
14 59 (0.91%) Django
15 54 (0.83%) Flask
16 52 (0.80%) Web Services
17 50 (0.77%) gRPC
18 49 (0.76%) Spring Boot
Miscellaneous
1 427 (6.59%) Onboarding
2 417 (6.44%) Driving Licence
3 360 (5.56%) Self-Motivation
4 206 (3.18%) Management Information System
5 185 (2.86%) Cloud Native
6 163 (2.52%) Product Ownership
7 159 (2.45%) Analytical Mindset
8 152 (2.35%) Distributed Systems
9 143 (2.21%) Data Centre
10 125 (1.93%) Legacy Systems
11 102 (1.57%) Enterprise Software
12 93 (1.44%) Mobile App
13 91 (1.40%) Social Media
14 84 (1.30%) Data Structures
15 74 (1.14%) Low-Code
16 66 (1.02%) Security Posture
17 62 (0.96%) Algorithms
18 58 (0.90%) Video\Live Streaming
19 56 (0.86%) Virtual Team
20 55 (0.85%) IoT
Operating Systems
1 1,067 (16.47%) Windows
2 411 (6.35%) Windows Server
3 405 (6.25%) Linux
4 175 (2.70%) Windows 10
5 116 (1.79%) Windows Server 2016
6 106 (1.64%) Android
7 90 (1.39%) Apple iOS
8 86 (1.33%) Mac OS
9 56 (0.86%) Windows Server 2019
10 53 (0.82%) Unix
11 41 (0.63%) Red Hat Enterprise Linux
12 36 (0.56%) Windows Server 2012
13 32 (0.49%) CentOS
14 27 (0.42%) Ubuntu
15 22 (0.34%) VMS
16 20 (0.31%) Windows 7
17 17 (0.26%) Mac OS X
18 10 (0.15%) Debian
18 10 (0.15%) Windows 8
19 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,179 (18.20%) Continuous Improvement
2 1,033 (15.95%) Agile
3 949 (14.65%) Customer Service
4 694 (10.71%) Mentoring
5 686 (10.59%) Decision-Making
6 683 (10.55%) AI
7 674 (10.41%) CI/CD
8 650 (10.04%) Analytics
9 615 (9.50%) DevOps
10 591 (9.12%) ITIL
11 538 (8.31%) Business Intelligence
12 531 (8.20%) Project Management
13 502 (7.75%) Stakeholder Management
14 496 (7.66%) Computer Science
15 472 (7.29%) Software Engineering
16 436 (6.73%) Roadmaps
17 430 (6.64%) Cybersecurity
18 419 (6.47%) Coaching
19 358 (5.53%) Process Improvement
20 350 (5.40%) CRM
Programming Languages
1 999 (15.42%) Python
2 892 (13.77%) SQL
3 430 (6.64%) JavaScript
4 343 (5.30%) Java
5 301 (4.65%) PowerShell
6 263 (4.06%) C#
7 189 (2.92%) TypeScript
8 154 (2.38%) Bash
9 97 (1.50%) C++
10 92 (1.42%) Go
11 82 (1.27%) Data Analysis Expressions
12 80 (1.24%) PHP
13 65 (1.00%) Scala
14 56 (0.86%) C
15 42 (0.65%) T-SQL
16 39 (0.60%) Kotlin
17 36 (0.56%) Bicep
18 34 (0.52%) Rust
19 32 (0.49%) Apex Code
20 31 (0.48%) R
Qualifications
1 1,240 (19.14%) Degree
2 452 (6.98%) Security Cleared
3 279 (4.31%) SC Cleared
4 252 (3.89%) Computer Science Degree
5 198 (3.06%) DBS Check
6 182 (2.81%) Microsoft Certification
7 130 (2.01%) Master's Degree
8 113 (1.74%) DV Cleared
9 110 (1.70%) CISSP
10 95 (1.47%) Cisco Certification
11 85 (1.31%) A+ Certification
12 83 (1.28%) BPSS Clearance
13 81 (1.25%) ACCA
14 78 (1.20%) PMI Certification
15 71 (1.10%) CIMA
16 66 (1.02%) CCNA
17 63 (0.97%) PMP
18 58 (0.90%) Network+ Certification
19 57 (0.88%) AWS Certification
20 55 (0.85%) Azure Certification
Quality Assurance & Compliance
1 313 (4.83%) QA
2 303 (4.68%) Data Quality
3 253 (3.91%) GDPR
4 162 (2.50%) SLA
5 157 (2.42%) ISO/IEC 27001
6 153 (2.36%) Cyber Essentials
7 136 (2.10%) NIST
8 125 (1.93%) PCI DSS
9 103 (1.59%) Accessibility
10 51 (0.79%) Cyber Essentials PLUS
11 34 (0.52%) SOC 2
12 33 (0.51%) ISO 9001
13 29 (0.45%) Actionable Recommendations
14 28 (0.43%) PMO
15 24 (0.37%) COBIT
15 24 (0.37%) GRC
16 14 (0.22%) GMP
17 10 (0.15%) HIPAA
17 10 (0.15%) ISO/IEC 20000
17 10 (0.15%) Sarbanes-Oxley
System Software
1 717 (11.07%) Active Directory
2 304 (4.69%) Docker
3 207 (3.20%) Hyper-V
4 168 (2.59%) VMware Infrastructure
5 56 (0.86%) 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
1 302 (4.66%) Terraform
2 247 (3.81%) Microsoft Intune
3 234 (3.61%) Kubernetes
4 157 (2.42%) Ansible
5 95 (1.47%) 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%) Jamf Pro
13 15 (0.23%) Argo
13 15 (0.23%) Autotask
14 13 (0.20%) Cisco CUCM
14 13 (0.20%) FortiGate
14 13 (0.20%) Nessus
14 13 (0.20%) vCenter Server
15 12 (0.19%) Puppet
Vendors
1 1,665 (25.71%) Microsoft
2 263 (4.06%) VMware
3 190 (2.93%) Oracle
4 163 (2.52%) Google
4 163 (2.52%) SAP
5 147 (2.27%) ServiceNow
6 140 (2.16%) Cisco
7 133 (2.05%) Salesforce
8 119 (1.84%) SolarWinds
9 116 (1.79%) Databricks
10 109 (1.68%) Splunk
10 109 (1.68%) Veeam
11 82 (1.27%) Apple
12 78 (1.20%) Adobe
13 73 (1.13%) Dell
14 57 (0.88%) Tanium
15 56 (0.86%) Brocade
15 56 (0.86%) Nimble Storage
15 56 (0.86%) Red Hat
16 48 (0.74%) Dynatrace