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

6 months to
1 May 2026
Same period 2025 Same period 2024
Rank 11 4 7
Rank change year-on-year -7 +3 +6
Permanent jobs citing Problem-Solving 6,309 7,186 12,508
As % of all permanent jobs in England 7.89% 19.00% 14.99%
As % of the Processes & Methodologies category 10.54% 20.42% 17.51%
Number of salaries quoted 4,429 4,558 8,499
10th Percentile £27,290 £28,000 £26,250
25th Percentile £31,250 £36,250 £32,938
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -9.09%
75th Percentile £69,391 £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 59,858 35,198 71,429
As % of all permanent jobs advertised in England 74.86% 93.05% 85.59%
Number of salaries quoted 37,901 20,543 53,811
10th Percentile £30,000 £30,750 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -12.00%
75th Percentile £80,000 £80,000 £73,750
90th Percentile £100,000 £102,500 £93,750
UK median annual salary £57,946 £60,000 £55,000
% change year-on-year -3.42% +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 1 May 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 1 May 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 1,945 £70,000 +7.69% 987
North of England -19 1,258 £42,500 -7.61% 600
South East -8 1,148 £45,000 -10.00% 727
Midlands -21 882 £38,500 -14.44% 438
North West -15 657 £42,500 -13.27% 337
South West -8 525 £43,500 -3.33% 259
West Midlands -23 523 £42,500 -15.00% 274
Yorkshire -12 480 £40,000 -1.67% 198
East of England -10 460 £40,000 -16.67% 240
East Midlands -6 356 £35,000 -9.09% 164
North East -18 121 £48,500 +7.78% 74
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
1 328 (5.20%) Microsoft Exchange
2 295 (4.68%) SharePoint
3 66 (1.05%) Confluence
4 56 (0.89%) Apache
5 52 (0.82%) CMS
6 44 (0.70%) Apache Airflow
7 34 (0.54%) Apache Spark
8 28 (0.44%) WordPress
9 26 (0.41%) IIS
10 15 (0.24%) SAS
11 13 (0.21%) Palantir Foundry
12 12 (0.19%) nginx
13 10 (0.16%) Exchange Server 2013
14 9 (0.14%) Drupal
15 8 (0.13%) Exchange Server 2007
15 8 (0.13%) Exchange Server 2010
16 5 (0.079%) OpenStack
16 5 (0.079%) Oracle SOA Suite
16 5 (0.079%) Skype for Business
17 4 (0.063%) Moodle
Applications
1 422 (6.69%) Microsoft Office
2 331 (5.25%) Microsoft Excel
3 62 (0.98%) Microsoft PowerPoint
4 45 (0.71%) Spreadsheet
5 39 (0.62%) MS Visio
6 30 (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 (0.13%) Adobe Creative Suite
10 8 (0.13%) AutoCAD
11 7 (0.11%) Photoshop
12 3 (0.048%) Adobe XD
12 3 (0.048%) Simulink
12 3 (0.048%) SOLIDWORKS
12 3 (0.048%) Trello
13 2 (0.032%) Elementor
13 2 (0.032%) Notion
13 2 (0.032%) Sketch
Business Applications
1 59 (0.94%) SAP S/4HANA
2 53 (0.84%) Dynamics CRM
3 32 (0.51%) NetSuite
4 21 (0.33%) Salesforce CRM
5 15 (0.24%) Shopify
6 14 (0.22%) Dynamics NAV
6 14 (0.22%) Magento
6 14 (0.22%) SAP CO
7 13 (0.21%) iTrent
8 12 (0.19%) Endur
8 12 (0.19%) Maximo
8 12 (0.19%) SAP ERP
9 10 (0.16%) Workday HCM
10 8 (0.13%) Dynamics AX
10 8 (0.13%) Elite 3E
10 8 (0.13%) Oracle EBS
11 7 (0.11%) Q-Pulse
11 7 (0.11%) Sage 200
11 7 (0.11%) Sage X3
11 7 (0.11%) SAP Business One
Cloud Services
1 1,303 (20.65%) Azure
2 947 (15.01%) Microsoft 365
3 784 (12.43%) AWS
4 473 (7.50%) Power Platform
5 333 (5.28%) SaaS
6 290 (4.60%) GCP
7 270 (4.28%) Entra ID
8 171 (2.71%) Serverless
9 166 (2.63%) GitHub
10 162 (2.57%) Azure DevOps
11 119 (1.89%) Power Automate
12 112 (1.78%) Dynamics 365
13 94 (1.49%) Amazon S3
14 87 (1.38%) Google Workspace
15 82 (1.30%) GitHub Actions
16 81 (1.28%) AWS Lambda
17 80 (1.27%) PowerApps
18 76 (1.20%) PaaS
19 73 (1.16%) AWS CloudFormation
20 72 (1.14%) IaaS
Communications & Networking
1 374 (5.93%) Firewall
2 367 (5.82%) DNS
3 307 (4.87%) DHCP
4 249 (3.95%) VPN
5 217 (3.44%) WAN
6 197 (3.12%) Wi-Fi
7 186 (2.95%) LAN
8 183 (2.90%) TCP/IP
9 181 (2.87%) Broadband
10 114 (1.81%) Wireless
11 110 (1.74%) VLAN
12 96 (1.52%) VoIP
13 66 (1.05%) SD-WAN
14 60 (0.95%) Network Security
15 50 (0.79%) SAN
16 39 (0.62%) Internet
17 34 (0.54%) HTTP
18 30 (0.48%) BGP
18 30 (0.48%) OSPF
19 28 (0.44%) VXLAN
Database & Business Intelligence
1 394 (6.25%) Power BI
2 271 (4.30%) SQL Server
3 125 (1.98%) Data Warehouse
4 113 (1.79%) NoSQL
5 111 (1.76%) Tableau
6 93 (1.47%) PostgreSQL
7 85 (1.35%) Relational Database
8 78 (1.24%) MySQL
9 67 (1.06%) Amazon RDS
10 64 (1.01%) SQL Server Reporting Services
11 60 (0.95%) SQL Server Integration Services
12 57 (0.90%) Power Query
13 52 (0.82%) MongoDB
14 47 (0.74%) DynamoDB
15 46 (0.73%) Amazon Redshift
16 42 (0.67%) Big Data
16 42 (0.67%) Data Lake
16 42 (0.67%) Metadata
17 36 (0.57%) Azure SQL Database
18 26 (0.41%) BigQuery
Development Applications
1 265 (4.20%) Git
2 212 (3.36%) JIRA
3 113 (1.79%) Jenkins
4 104 (1.65%) GitLab
5 38 (0.60%) Selenium
6 23 (0.36%) Cucumber
6 23 (0.36%) Rational DOORS
7 22 (0.35%) Visual Studio
8 21 (0.33%) Cypress.io
8 21 (0.33%) Maven
9 20 (0.32%) Chocolatey
9 20 (0.32%) SonarQube
10 19 (0.30%) Bitbucket
11 17 (0.27%) CircleCI
12 16 (0.25%) Burp Suite
12 16 (0.25%) Metasploit
13 15 (0.24%) JUnit
13 15 (0.24%) TeamCity
14 13 (0.21%) LabVIEW
15 12 (0.19%) SQL Server Management Studio (SSMS)
General
1 2,957 (46.87%) Social Skills
2 1,874 (29.70%) Analytical Skills
3 1,337 (21.19%) Finance
4 421 (6.67%) Organisational Skills
5 360 (5.71%) Inclusion and Diversity
6 338 (5.36%) Marketing
7 316 (5.01%) Manufacturing
8 299 (4.74%) Law
9 283 (4.49%) Banking
10 271 (4.30%) Retail
11 262 (4.15%) Legal
12 255 (4.04%) Public Sector
13 153 (2.43%) Telecoms
14 140 (2.22%) Electronics
15 139 (2.20%) Presentation Skills
16 104 (1.65%) Documentation Skills
17 86 (1.36%) Games
18 81 (1.28%) Automotive
18 81 (1.28%) Influencing Skills
19 80 (1.27%) Advertising
Job Titles
1 883 (14.00%) Analyst
2 777 (12.32%) Senior
3 673 (10.67%) IT Support
4 595 (9.43%) Support Engineer
5 561 (8.89%) Developer
6 395 (6.26%) Lead
7 383 (6.07%) IT Engineer
8 305 (4.83%) IT Support Engineer
9 268 (4.25%) Support Analyst
10 246 (3.90%) Consultant
11 215 (3.41%) Support Technician
12 210 (3.33%) Architect
13 193 (3.06%) Infrastructure Engineer
14 188 (2.98%) Software Engineer
15 183 (2.90%) Business Analyst
16 180 (2.85%) 2nd Line Support
17 177 (2.81%) Technical Support
18 171 (2.71%) Systems Engineer
19 159 (2.52%) IT Technician
20 147 (2.33%) Administrator
Libraries, Frameworks & Software Standards
1 233 (3.69%) React
2 230 (3.65%) .NET
3 207 (3.28%) HTML
4 173 (2.74%) CSS
5 154 (2.44%) REST
6 143 (2.27%) Node.js
7 116 (1.84%) RESTful
8 85 (1.35%) Middleware
9 80 (1.27%) SOAP
10 71 (1.13%) JSON
11 69 (1.09%) Spring
12 65 (1.03%) XML
13 61 (0.97%) Kafka
14 59 (0.94%) AngularJS
15 58 (0.92%) Vue
16 52 (0.82%) OAuth
17 51 (0.81%) Spring Boot
18 50 (0.79%) Django
18 50 (0.79%) gRPC
19 49 (0.78%) Web Services
Miscellaneous
1 410 (6.50%) Onboarding
2 403 (6.39%) Driving Licence
3 337 (5.34%) Self-Motivation
4 200 (3.17%) Management Information System
5 189 (3.00%) Cloud Native
6 167 (2.65%) Product Ownership
7 149 (2.36%) Distributed Systems
8 148 (2.35%) Analytical Mindset
9 142 (2.25%) Data Centre
10 112 (1.78%) Legacy Systems
11 102 (1.62%) Enterprise Software
12 91 (1.44%) Social Media
13 89 (1.41%) Mobile App
14 77 (1.22%) Data Structures
15 69 (1.09%) Low-Code
16 64 (1.01%) Algorithms
17 61 (0.97%) Security Posture
18 58 (0.92%) Video\Live Streaming
19 51 (0.81%) IoT
19 51 (0.81%) Over-the-Top Content
Operating Systems
1 993 (15.74%) Windows
2 381 (6.04%) Windows Server
3 378 (5.99%) Linux
4 163 (2.58%) Windows 10
5 104 (1.65%) Android
6 99 (1.57%) Windows Server 2016
7 87 (1.38%) Apple iOS
8 86 (1.36%) Mac OS
9 53 (0.84%) Windows Server 2019
10 45 (0.71%) Unix
11 41 (0.65%) Red Hat Enterprise Linux
12 34 (0.54%) Windows Server 2012
13 33 (0.52%) CentOS
14 26 (0.41%) Ubuntu
15 23 (0.36%) VMS
16 18 (0.29%) Windows 7
17 15 (0.24%) Mac OS X
18 11 (0.17%) Debian
19 8 (0.13%) Windows 8
20 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,158 (18.35%) Continuous Improvement
2 1,000 (15.85%) Agile
3 915 (14.50%) Customer Service
4 672 (10.65%) CI/CD
5 664 (10.52%) AI
6 660 (10.46%) Decision-Making
7 650 (10.30%) Mentoring
8 611 (9.68%) Analytics
9 609 (9.65%) DevOps
10 557 (8.83%) ITIL
11 504 (7.99%) Project Management
12 502 (7.96%) Business Intelligence
12 502 (7.96%) Stakeholder Management
13 492 (7.80%) Computer Science
14 473 (7.50%) Software Engineering
15 446 (7.07%) Roadmaps
16 433 (6.86%) Cybersecurity
17 409 (6.48%) Coaching
18 355 (5.63%) Collaborative Working
19 348 (5.52%) CRM
Programming Languages
1 965 (15.30%) Python
2 863 (13.68%) SQL
3 407 (6.45%) JavaScript
4 332 (5.26%) Java
5 291 (4.61%) PowerShell
6 255 (4.04%) C#
7 185 (2.93%) TypeScript
8 151 (2.39%) Bash
9 90 (1.43%) C++
10 89 (1.41%) Go
11 83 (1.32%) PHP
12 65 (1.03%) Data Analysis Expressions
13 63 (1.00%) Scala
14 51 (0.81%) C
15 40 (0.63%) T-SQL
16 38 (0.60%) Rust
17 36 (0.57%) Kotlin
18 34 (0.54%) Bicep
19 32 (0.51%) R
20 31 (0.49%) Apex Code
Qualifications
1 1,159 (18.37%) Degree
2 414 (6.56%) Security Cleared
3 255 (4.04%) SC Cleared
4 248 (3.93%) Computer Science Degree
5 213 (3.38%) DBS Check
6 178 (2.82%) Microsoft Certification
7 122 (1.93%) Master's Degree
8 110 (1.74%) CISSP
9 104 (1.65%) DV Cleared
10 96 (1.52%) Cisco Certification
11 89 (1.41%) A+ Certification
12 79 (1.25%) ACCA
12 79 (1.25%) BPSS Clearance
13 78 (1.24%) PMI Certification
14 69 (1.09%) CIMA
15 66 (1.05%) CCNA
16 63 (1.00%) PMP
17 57 (0.90%) Network+ Certification
18 56 (0.89%) Azure Certification
19 53 (0.84%) AWS Certification
Quality Assurance & Compliance
1 313 (4.96%) QA
2 296 (4.69%) Data Quality
3 252 (3.99%) GDPR
4 170 (2.69%) SLA
5 157 (2.49%) ISO/IEC 27001
6 141 (2.23%) Cyber Essentials
7 139 (2.20%) NIST
8 112 (1.78%) PCI DSS
9 105 (1.66%) Accessibility
10 49 (0.78%) Cyber Essentials PLUS
11 34 (0.54%) ISO 9001
11 34 (0.54%) SOC 2
12 28 (0.44%) PMO
13 27 (0.43%) GRC
14 26 (0.41%) COBIT
15 19 (0.30%) Actionable Recommendations
16 14 (0.22%) GMP
17 12 (0.19%) TickIT
18 11 (0.17%) ISO/IEC 20000
18 11 (0.17%) Sarbanes-Oxley
System Software
1 674 (10.68%) Active Directory
2 289 (4.58%) Docker
3 183 (2.90%) Hyper-V
4 164 (2.60%) VMware Infrastructure
5 43 (0.68%) Virtual Desktop
6 42 (0.67%) Terminal Server
7 34 (0.54%) Firmware
8 24 (0.38%) Virtual Machines
9 19 (0.30%) vSphere
10 15 (0.24%) KVM
11 10 (0.16%) IAG
12 9 (0.14%) VMware ESXi
13 8 (0.13%) VMware Workstation
14 6 (0.095%) XenApp
15 4 (0.063%) Embedded Firmware
15 4 (0.063%) Slurm Workload Manager
15 4 (0.063%) VMware NSX
16 3 (0.048%) Microsoft Virtual Server
16 3 (0.048%) Virtual Servers
17 2 (0.032%) BitLocker
Systems Management
1 295 (4.68%) Terraform
2 236 (3.74%) Microsoft Intune
3 229 (3.63%) Kubernetes
4 147 (2.33%) Ansible
5 91 (1.44%) Grafana
6 82 (1.30%) SCCM
7 49 (0.78%) Prometheus
8 31 (0.49%) Single Sign-On
9 28 (0.44%) Nagios
10 24 (0.38%) Active Directory Federation Services
11 20 (0.32%) BMC PATROL
12 19 (0.30%) Kibana
13 15 (0.24%) Autotask
14 14 (0.22%) Argo
15 13 (0.21%) Puppet
16 12 (0.19%) Jamf Pro
16 12 (0.19%) Nessus
16 12 (0.19%) vCenter Server
17 10 (0.16%) Cisco CUCM
17 10 (0.16%) WSUS
Vendors
1 1,645 (26.07%) Microsoft
2 247 (3.92%) VMware
3 184 (2.92%) Oracle
4 161 (2.55%) Google
5 159 (2.52%) SAP
6 138 (2.19%) ServiceNow
7 132 (2.09%) Salesforce
8 130 (2.06%) Cisco
9 113 (1.79%) Databricks
10 109 (1.73%) SolarWinds
11 94 (1.49%) Veeam
12 91 (1.44%) Splunk
13 79 (1.25%) Apple
14 74 (1.17%) Adobe
15 64 (1.01%) Dell
16 57 (0.90%) Red Hat
17 49 (0.78%) Dynatrace
18 47 (0.74%) Meraki
19 45 (0.71%) Sage
19 45 (0.71%) Typelevel