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

6 months to
14 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 6,461 7,210 12,159
As % of all permanent jobs in England 8.58% 19.60% 15.02%
As % of the Processes & Methodologies category 11.32% 21.06% 17.47%
Number of salaries quoted 4,489 4,518 8,469
10th Percentile £27,100 £28,500 £26,250
25th Percentile £31,250 £37,000 £32,750
Median annual salary (50th Percentile) £47,500 £55,000 £50,000
Median % change year-on-year -13.64% +10.00% -9.09%
75th Percentile £68,750 £75,000 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,085 £54,250 £50,000
% change year-on-year -13.21% +8.50% -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 57,058 34,237 69,601
As % of all permanent jobs advertised in England 75.78% 93.09% 85.95%
Number of salaries quoted 35,951 20,515 53,211
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £40,000
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 14 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 14 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 1,971 £67,500 +3.85% 1,077
North of England -18 1,297 £41,500 -9.78% 639
South East -8 1,187 £45,000 -11.71% 789
Midlands -22 906 £38,500 -18.95% 482
North West -18 668 £42,500 -13.27% 334
South West -8 548 £43,500 -5.43% 301
West Midlands -25 538 £42,500 -18.96% 279
Yorkshire -8 500 £37,000 -11.90% 214
East of England -9 451 £40,000 -20.00% 285
East Midlands -5 365 £35,000 -12.50% 204
North East -13 129 £48,445 +7.65% 103
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
1 333 (5.15%) Microsoft Exchange
2 282 (4.36%) SharePoint
3 74 (1.15%) Confluence
4 54 (0.84%) CMS
5 52 (0.80%) Apache
6 44 (0.68%) Apache Airflow
7 34 (0.53%) Apache Spark
8 30 (0.46%) IIS
9 27 (0.42%) WordPress
10 16 (0.25%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.19%) nginx
13 11 (0.17%) Exchange Server 2013
14 9 (0.14%) Drupal
14 9 (0.14%) Exchange Server 2007
14 9 (0.14%) Exchange Server 2010
15 8 (0.12%) Anypoint
16 6 (0.093%) Oracle SOA Suite
17 5 (0.077%) OpenStack
18 4 (0.062%) Skype for Business
Applications
1 435 (6.73%) Microsoft Office
2 351 (5.43%) Microsoft Excel
3 64 (0.99%) Microsoft PowerPoint
4 42 (0.65%) Spreadsheet
5 37 (0.57%) MS Visio
6 29 (0.45%) Microsoft Project
7 12 (0.19%) Chatbot
8 11 (0.17%) Adobe Illustrator
8 11 (0.17%) AutoCAD
8 11 (0.17%) Photoshop
9 9 (0.14%) Maya
10 8 (0.12%) Adobe Creative Suite
10 8 (0.12%) Fusion 360
11 5 (0.077%) Adobe XD
12 4 (0.062%) SOLIDWORKS
12 4 (0.062%) Trello
13 3 (0.046%) Elementor
13 3 (0.046%) Simulink
14 2 (0.031%) Notion
14 2 (0.031%) Sketch
Business Applications
1 60 (0.93%) Dynamics CRM
2 48 (0.74%) SAP S/4HANA
3 32 (0.50%) NetSuite
4 20 (0.31%) Salesforce CRM
5 18 (0.28%) Shopify
6 16 (0.25%) Dynamics NAV
6 16 (0.25%) Endur
6 16 (0.25%) SAP CO
7 13 (0.20%) Magento
7 13 (0.20%) Maximo
8 11 (0.17%) iTrent
9 10 (0.15%) Workday HCM
10 8 (0.12%) Elite 3E
10 8 (0.12%) SAP Business One
10 8 (0.12%) SAP ERP
11 7 (0.11%) IBM Planning Analytics
11 7 (0.11%) Oracle EBS
11 7 (0.11%) Q-Pulse
11 7 (0.11%) SAP FI
11 7 (0.11%) SAP FI/CO
Cloud Services
1 1,370 (21.20%) Azure
2 984 (15.23%) Microsoft 365
3 805 (12.46%) AWS
4 487 (7.54%) Power Platform
5 350 (5.42%) SaaS
6 300 (4.64%) GCP
7 275 (4.26%) Entra ID
8 178 (2.75%) GitHub
9 170 (2.63%) Serverless
10 167 (2.58%) Azure DevOps
11 130 (2.01%) Power Automate
12 112 (1.73%) Dynamics 365
13 93 (1.44%) Amazon S3
14 87 (1.35%) GitHub Actions
14 87 (1.35%) Google Workspace
15 83 (1.28%) AWS CloudFormation
16 81 (1.25%) AWS Lambda
16 81 (1.25%) Azure Data Factory
16 81 (1.25%) PowerApps
17 75 (1.16%) PaaS
Communications & Networking
1 401 (6.21%) DNS
2 377 (5.84%) Firewall
3 344 (5.32%) DHCP
4 257 (3.98%) VPN
5 217 (3.36%) WAN
6 203 (3.14%) Wi-Fi
7 201 (3.11%) TCP/IP
8 182 (2.82%) LAN
9 179 (2.77%) Broadband
10 117 (1.81%) VLAN
11 106 (1.64%) Wireless
12 93 (1.44%) VoIP
13 67 (1.04%) SD-WAN
14 59 (0.91%) Network Security
15 48 (0.74%) SAN
16 41 (0.63%) Internet
17 31 (0.48%) Structured Cabling
18 30 (0.46%) BGP
19 29 (0.45%) HTTP
20 28 (0.43%) OSPF
Database & Business Intelligence
1 410 (6.35%) Power BI
2 273 (4.23%) SQL Server
3 130 (2.01%) Tableau
4 127 (1.97%) Data Warehouse
5 120 (1.86%) NoSQL
6 101 (1.56%) PostgreSQL
6 101 (1.56%) Relational Database
7 83 (1.28%) Amazon RDS
8 82 (1.27%) MySQL
9 71 (1.10%) SQL Server Reporting Services
10 58 (0.90%) Power Query
11 56 (0.87%) SQL Server Integration Services
12 55 (0.85%) MongoDB
13 51 (0.79%) DynamoDB
14 47 (0.73%) Azure SQL Database
15 45 (0.70%) Amazon Redshift
16 42 (0.65%) Metadata
17 37 (0.57%) Big Data
18 36 (0.56%) Data Lake
19 25 (0.39%) BigQuery
Development Applications
1 278 (4.30%) Git
2 222 (3.44%) JIRA
3 116 (1.80%) Jenkins
4 101 (1.56%) GitLab
5 50 (0.77%) Selenium
6 27 (0.42%) Visual Studio
7 23 (0.36%) Cypress.io
8 20 (0.31%) Cucumber
8 20 (0.31%) Maven
8 20 (0.31%) Rational DOORS
9 19 (0.29%) Bitbucket
9 19 (0.29%) Burp Suite
9 19 (0.29%) Metasploit
9 19 (0.29%) SonarQube
10 18 (0.28%) Chocolatey
11 17 (0.26%) CircleCI
12 16 (0.25%) TeamCity
13 15 (0.23%) LabVIEW
14 14 (0.22%) JUnit
15 13 (0.20%) Robot Framework
General
1 3,111 (48.15%) Social Skills
2 1,958 (30.30%) Analytical Skills
3 1,409 (21.81%) Finance
4 456 (7.06%) Organisational Skills
5 376 (5.82%) Inclusion and Diversity
6 358 (5.54%) Marketing
7 314 (4.86%) Manufacturing
8 310 (4.80%) Law
9 307 (4.75%) Retail
10 305 (4.72%) Banking
11 294 (4.55%) Legal
11 294 (4.55%) Public Sector
12 161 (2.49%) Presentation Skills
13 149 (2.31%) Telecoms
14 147 (2.28%) Electronics
15 101 (1.56%) Documentation Skills
16 87 (1.35%) Games
17 80 (1.24%) Automotive
18 78 (1.21%) Influencing Skills
19 76 (1.18%) Financial Institution
Job Titles
1 929 (14.38%) Analyst
2 785 (12.15%) Senior
3 734 (11.36%) IT Support
4 630 (9.75%) Support Engineer
5 570 (8.82%) Developer
6 404 (6.25%) Lead
7 390 (6.04%) IT Engineer
8 318 (4.92%) IT Support Engineer
9 290 (4.49%) Support Analyst
10 248 (3.84%) Consultant
11 222 (3.44%) Support Technician
12 217 (3.36%) Architect
13 198 (3.06%) Business Analyst
14 193 (2.99%) Infrastructure Engineer
15 192 (2.97%) 2nd Line Support
16 191 (2.96%) Software Engineer
17 187 (2.89%) Technical Support
18 177 (2.74%) Systems Engineer
19 169 (2.62%) IT Technician
20 153 (2.37%) IT Support Technician
Libraries, Frameworks & Software Standards
1 247 (3.82%) React
2 242 (3.75%) .NET
3 217 (3.36%) HTML
4 180 (2.79%) CSS
5 151 (2.34%) Node.js
6 135 (2.09%) REST
7 125 (1.93%) RESTful
8 73 (1.13%) Middleware
9 71 (1.10%) JSON
10 69 (1.07%) Spring
11 67 (1.04%) SOAP
11 67 (1.04%) Vue
12 65 (1.01%) XML
13 62 (0.96%) AngularJS
13 62 (0.96%) Kafka
14 60 (0.93%) Django
15 55 (0.85%) Flask
16 50 (0.77%) gRPC
17 49 (0.76%) Web Services
18 48 (0.74%) Spring Boot
Miscellaneous
1 428 (6.62%) Onboarding
2 419 (6.49%) Driving Licence
3 364 (5.63%) Self-Motivation
4 206 (3.19%) Management Information System
5 181 (2.80%) Cloud Native
6 159 (2.46%) Product Ownership
7 156 (2.41%) Analytical Mindset
8 152 (2.35%) Distributed Systems
9 145 (2.24%) Data Centre
10 126 (1.95%) Legacy Systems
11 100 (1.55%) Enterprise Software
12 94 (1.45%) Mobile App
13 91 (1.41%) Social Media
14 85 (1.32%) Data Structures
15 75 (1.16%) Low-Code
16 67 (1.04%) Security Posture
17 60 (0.93%) Algorithms
18 58 (0.90%) Video\Live Streaming
19 56 (0.87%) Virtual Team
20 52 (0.80%) IoT
Operating Systems
1 1,082 (16.75%) Windows
2 416 (6.44%) Windows Server
3 410 (6.35%) Linux
4 172 (2.66%) Windows 10
5 116 (1.80%) Windows Server 2016
6 105 (1.63%) Android
7 91 (1.41%) Apple iOS
8 87 (1.35%) Mac OS
9 57 (0.88%) Windows Server 2019
10 56 (0.87%) Unix
11 41 (0.63%) Red Hat Enterprise Linux
12 37 (0.57%) Windows Server 2012
13 32 (0.50%) 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 1,166 (18.05%) Continuous Improvement
2 1,041 (16.11%) Agile
3 946 (14.64%) Customer Service
4 687 (10.63%) Mentoring
5 682 (10.56%) Decision-Making
6 681 (10.54%) AI
7 673 (10.42%) CI/CD
8 656 (10.15%) Analytics
9 619 (9.58%) DevOps
10 591 (9.15%) ITIL
11 545 (8.44%) Business Intelligence
12 532 (8.23%) Project Management
13 501 (7.75%) Computer Science
14 496 (7.68%) Stakeholder Management
15 461 (7.14%) Software Engineering
16 432 (6.69%) Cybersecurity
17 429 (6.64%) Roadmaps
18 413 (6.39%) Coaching
19 365 (5.65%) Process Improvement
20 348 (5.39%) Collaborative Working
Programming Languages
1 996 (15.42%) Python
2 894 (13.84%) SQL
3 425 (6.58%) JavaScript
4 339 (5.25%) Java
5 306 (4.74%) PowerShell
6 264 (4.09%) C#
7 185 (2.86%) TypeScript
8 156 (2.41%) Bash
9 92 (1.42%) C++
10 90 (1.39%) Go
11 81 (1.25%) Data Analysis Expressions
11 81 (1.25%) PHP
12 65 (1.01%) Scala
13 53 (0.82%) C
14 49 (0.76%) T-SQL
15 39 (0.60%) Kotlin
16 34 (0.53%) Bicep
17 32 (0.50%) Apex Code
17 32 (0.50%) Rust
18 31 (0.48%) R
Qualifications
1 1,254 (19.41%) Degree
2 449 (6.95%) Security Cleared
3 280 (4.33%) SC Cleared
4 258 (3.99%) Computer Science Degree
5 192 (2.97%) DBS Check
6 182 (2.82%) Microsoft Certification
7 128 (1.98%) Master's Degree
8 112 (1.73%) CISSP
9 110 (1.70%) DV Cleared
10 95 (1.47%) Cisco Certification
11 87 (1.35%) A+ Certification
12 85 (1.32%) ACCA
12 85 (1.32%) BPSS Clearance
13 79 (1.22%) PMI Certification
14 74 (1.15%) CIMA
15 67 (1.04%) CCNA
16 64 (0.99%) PMP
17 59 (0.91%) Network+ Certification
18 56 (0.87%) AWS Certification
19 52 (0.80%) Azure Certification
Quality Assurance & Compliance
1 310 (4.80%) QA
2 298 (4.61%) Data Quality
3 251 (3.88%) GDPR
4 162 (2.51%) ISO/IEC 27001
4 162 (2.51%) SLA
5 152 (2.35%) Cyber Essentials
6 135 (2.09%) NIST
7 124 (1.92%) PCI DSS
8 113 (1.75%) Accessibility
9 50 (0.77%) Cyber Essentials PLUS
10 34 (0.53%) SOC 2
11 32 (0.50%) ISO 9001
12 30 (0.46%) Actionable Recommendations
13 27 (0.42%) PMO
14 23 (0.36%) COBIT
15 22 (0.34%) 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
1 725 (11.22%) Active Directory
2 308 (4.77%) Docker
3 209 (3.23%) Hyper-V
4 170 (2.63%) VMware Infrastructure
5 56 (0.87%) Terminal Server
6 36 (0.56%) 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 ESXi
11 10 (0.15%) VMware Workstation
12 7 (0.11%) IAG
12 7 (0.11%) XenApp
13 5 (0.077%) Slurm Workload Manager
13 5 (0.077%) Virtual Servers
14 4 (0.062%) Microsoft Virtual Server
15 3 (0.046%) VMware NSX
16 2 (0.031%) BitLocker
16 2 (0.031%) Embedded Firmware
Systems Management
1 299 (4.63%) Terraform
2 250 (3.87%) Microsoft Intune
3 236 (3.65%) Kubernetes
4 159 (2.46%) Ansible
5 96 (1.49%) Grafana
6 87 (1.35%) SCCM
7 55 (0.85%) Prometheus
8 29 (0.45%) Nagios
9 27 (0.42%) Single Sign-On
10 24 (0.37%) Active Directory Federation Services
11 21 (0.33%) BMC PATROL
12 16 (0.25%) Jamf Pro
12 16 (0.25%) Kibana
13 15 (0.23%) Argo
13 15 (0.23%) vCenter Server
14 14 (0.22%) Autotask
14 14 (0.22%) Cisco CUCM
14 14 (0.22%) FortiGate
15 13 (0.20%) Nessus
15 13 (0.20%) Puppet
Vendors
1 1,669 (25.83%) Microsoft
2 267 (4.13%) VMware
3 186 (2.88%) Oracle
4 163 (2.52%) SAP
5 158 (2.45%) Google
6 145 (2.24%) ServiceNow
7 142 (2.20%) Cisco
8 132 (2.04%) Salesforce
9 119 (1.84%) SolarWinds
10 113 (1.75%) Databricks
11 112 (1.73%) Veeam
12 110 (1.70%) Splunk
13 83 (1.28%) Apple
14 82 (1.27%) Adobe
15 73 (1.13%) Dell
16 57 (0.88%) Tanium
17 56 (0.87%) Brocade
17 56 (0.87%) Nimble Storage
17 56 (0.87%) Red Hat
18 48 (0.74%) Sage