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

6 months to
21 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 6,465 7,279 12,292
As % of all permanent jobs in England 8.30% 19.48% 14.93%
As % of the Processes & Methodologies category 11.01% 20.93% 17.40%
Number of salaries quoted 4,498 4,559 8,467
10th Percentile £27,285 £28,250 £26,045
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £53,300 £50,000
Median % change year-on-year -10.88% +6.60% -9.09%
75th Percentile £68,750 £74,014 £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 58,708 34,771 70,627
As % of all permanent jobs advertised in England 75.38% 93.06% 85.79%
Number of salaries quoted 36,937 20,617 53,431
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 £102,500 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.86%

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 21 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 21 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 1,968 £67,500 +3.85% 956
North of England -18 1,294 £42,500 -7.61% 603
South East -8 1,182 £45,000 -10.00% 737
Midlands -23 906 £40,000 -12.09% 480
North West -15 668 £42,500 -10.87% 327
South West -8 555 £43,500 -3.33% 289
West Midlands -24 543 £42,500 -15.00% 273
Yorkshire -10 497 £37,500 -10.71% 194
East of England -9 459 £40,678 -18.65% 297
East Midlands -6 360 £35,000 -9.09% 207
North East -13 129 £48,445 +7.65% 92
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
1 341 (5.27%) Microsoft Exchange
2 289 (4.47%) SharePoint
3 71 (1.10%) Confluence
4 56 (0.87%) Apache
5 53 (0.82%) CMS
6 45 (0.70%) Apache Airflow
7 36 (0.56%) Apache Spark
8 29 (0.45%) 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
1 435 (6.73%) Microsoft Office
2 346 (5.35%) Microsoft Excel
3 65 (1.01%) Microsoft PowerPoint
4 44 (0.68%) Spreadsheet
5 39 (0.60%) MS Visio
6 30 (0.46%) 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 Captivate
Business Applications
1 56 (0.87%) Dynamics CRM
2 51 (0.79%) SAP S/4HANA
3 33 (0.51%) NetSuite
4 21 (0.32%) Salesforce CRM
5 17 (0.26%) Shopify
6 16 (0.25%) Dynamics NAV
7 14 (0.22%) Magento
7 14 (0.22%) Maximo
7 14 (0.22%) SAP CO
8 13 (0.20%) Endur
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 1,360 (21.04%) Azure
2 979 (15.14%) Microsoft 365
3 803 (12.42%) AWS
4 485 (7.50%) Power Platform
5 345 (5.34%) SaaS
6 297 (4.59%) GCP
7 272 (4.21%) Entra ID
8 180 (2.78%) Serverless
9 177 (2.74%) GitHub
10 164 (2.54%) Azure DevOps
11 123 (1.90%) Power Automate
12 110 (1.70%) Dynamics 365
13 96 (1.48%) Amazon S3
14 87 (1.35%) Google Workspace
15 85 (1.31%) GitHub Actions
16 84 (1.30%) AWS Lambda
16 84 (1.30%) Azure Data Factory
17 79 (1.22%) AWS CloudFormation
18 78 (1.21%) PowerApps
19 75 (1.16%) PaaS
Communications & Networking
1 394 (6.09%) DNS
2 377 (5.83%) Firewall
3 340 (5.26%) DHCP
4 256 (3.96%) VPN
5 220 (3.40%) WAN
6 206 (3.19%) Wi-Fi
7 197 (3.05%) TCP/IP
8 189 (2.92%) LAN
9 180 (2.78%) Broadband
10 115 (1.78%) VLAN
11 112 (1.73%) Wireless
12 94 (1.45%) VoIP
13 66 (1.02%) SD-WAN
14 63 (0.97%) Network Security
15 48 (0.74%) SAN
16 40 (0.62%) Internet
17 30 (0.46%) BGP
17 30 (0.46%) HTTP
17 30 (0.46%) Structured Cabling
18 29 (0.45%) OSPF
Database & Business Intelligence
1 409 (6.33%) Power BI
2 278 (4.30%) SQL Server
3 129 (2.00%) Data Warehouse
4 120 (1.86%) Tableau
5 118 (1.83%) NoSQL
6 100 (1.55%) PostgreSQL
7 93 (1.44%) Relational Database
8 83 (1.28%) Amazon RDS
9 79 (1.22%) MySQL
10 74 (1.14%) 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 48 (0.74%) Azure SQL Database
15 45 (0.70%) Amazon Redshift
16 42 (0.65%) Metadata
17 40 (0.62%) Big Data
17 40 (0.62%) Data Lake
18 27 (0.42%) DB2
Development Applications
1 276 (4.27%) Git
2 219 (3.39%) JIRA
3 115 (1.78%) Jenkins
4 102 (1.58%) GitLab
5 42 (0.65%) Selenium
6 25 (0.39%) 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 14 (0.22%) JUnit
13 14 (0.22%) TeamCity
14 13 (0.20%) LabVIEW
15 11 (0.17%) SQL Server Management Studio (SSMS)
General
1 3,083 (47.69%) Social Skills
2 1,939 (29.99%) Analytical Skills
3 1,399 (21.64%) Finance
4 445 (6.88%) Organisational Skills
5 367 (5.68%) Inclusion and Diversity
6 347 (5.37%) Marketing
7 317 (4.90%) Manufacturing
8 306 (4.73%) Retail
9 303 (4.69%) Banking
10 302 (4.67%) Law
11 283 (4.38%) Legal
12 282 (4.36%) Public Sector
13 161 (2.49%) Presentation Skills
14 153 (2.37%) Telecoms
15 145 (2.24%) Electronics
16 102 (1.58%) Documentation Skills
17 87 (1.35%) Games
18 84 (1.30%) Automotive
19 79 (1.22%) Advertising
20 74 (1.14%) Influencing Skills
Job Titles
1 921 (14.25%) Analyst
2 789 (12.20%) Senior
3 711 (11.00%) IT Support
4 623 (9.64%) Support Engineer
5 569 (8.80%) Developer
6 404 (6.25%) Lead
7 391 (6.05%) IT Engineer
8 315 (4.87%) IT Support Engineer
9 283 (4.38%) Support Analyst
10 249 (3.85%) Consultant
11 223 (3.45%) Architect
12 218 (3.37%) Support Technician
13 198 (3.06%) Business Analyst
14 196 (3.03%) Software Engineer
15 192 (2.97%) Infrastructure Engineer
16 189 (2.92%) 2nd Line Support
17 188 (2.91%) Technical Support
18 180 (2.78%) Systems Engineer
19 166 (2.57%) IT Technician
20 148 (2.29%) Data Engineer
Libraries, Frameworks & Software Standards
1 247 (3.82%) React
2 242 (3.74%) .NET
3 218 (3.37%) HTML
4 182 (2.82%) CSS
5 147 (2.27%) Node.js
6 141 (2.18%) REST
7 124 (1.92%) RESTful
8 81 (1.25%) Middleware
9 74 (1.14%) JSON
10 72 (1.11%) SOAP
11 70 (1.08%) Spring
12 66 (1.02%) Vue
12 66 (1.02%) XML
13 63 (0.97%) Kafka
14 61 (0.94%) AngularJS
15 59 (0.91%) Django
16 53 (0.82%) Flask
16 53 (0.82%) Web Services
17 50 (0.77%) OAuth
17 50 (0.77%) Spring Boot
Miscellaneous
1 424 (6.56%) Onboarding
2 413 (6.39%) Driving Licence
3 356 (5.51%) Self-Motivation
4 205 (3.17%) Management Information System
5 188 (2.91%) Cloud Native
6 166 (2.57%) Analytical Mindset
7 163 (2.52%) Product Ownership
8 154 (2.38%) Distributed Systems
9 140 (2.17%) Data Centre
10 125 (1.93%) Legacy Systems
11 101 (1.56%) Enterprise Software
12 93 (1.44%) Mobile App
13 91 (1.41%) Social Media
14 85 (1.31%) Data Structures
15 71 (1.10%) 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 1,057 (16.35%) Windows
2 409 (6.33%) Windows Server
3 399 (6.17%) Linux
4 174 (2.69%) 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 51 (0.79%) 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 19 (0.29%) Windows 7
17 17 (0.26%) Mac OS X
18 11 (0.17%) Debian
19 9 (0.14%) Windows 8
20 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,177 (18.21%) Continuous Improvement
2 1,021 (15.79%) Agile
3 948 (14.66%) Customer Service
4 686 (10.61%) Decision-Making
5 682 (10.55%) Mentoring
6 681 (10.53%) CI/CD
7 676 (10.46%) AI
8 646 (9.99%) Analytics
9 619 (9.57%) DevOps
10 586 (9.06%) ITIL
11 534 (8.26%) Business Intelligence
12 533 (8.24%) Project Management
13 498 (7.70%) Computer Science
13 498 (7.70%) Stakeholder Management
14 474 (7.33%) Software Engineering
15 439 (6.79%) Roadmaps
16 437 (6.76%) Cybersecurity
17 423 (6.54%) Coaching
18 354 (5.48%) Collaborative Working
19 351 (5.43%) CRM
Programming Languages
1 984 (15.22%) Python
2 893 (13.81%) SQL
3 422 (6.53%) JavaScript
4 340 (5.26%) Java
5 303 (4.69%) PowerShell
6 259 (4.01%) C#
7 191 (2.95%) TypeScript
8 155 (2.40%) Bash
9 92 (1.42%) Go
10 91 (1.41%) C++
11 82 (1.27%) Data Analysis Expressions
12 80 (1.24%) PHP
13 65 (1.01%) Scala
14 52 (0.80%) C
15 43 (0.67%) T-SQL
16 38 (0.59%) Kotlin
17 36 (0.56%) Rust
18 34 (0.53%) Bicep
19 31 (0.48%) Apex Code
19 31 (0.48%) R
Qualifications
1 1,217 (18.82%) Degree
2 437 (6.76%) Security Cleared
3 274 (4.24%) SC Cleared
4 252 (3.90%) Computer Science Degree
5 202 (3.12%) DBS Check
6 183 (2.83%) Microsoft Certification
7 129 (2.00%) Master's Degree
8 114 (1.76%) CISSP
9 108 (1.67%) DV Cleared
10 97 (1.50%) Cisco Certification
11 89 (1.38%) A+ Certification
12 83 (1.28%) BPSS Clearance
13 80 (1.24%) PMI Certification
14 78 (1.21%) ACCA
15 68 (1.05%) CIMA
16 67 (1.04%) CCNA
17 65 (1.01%) PMP
18 59 (0.91%) Network+ Certification
19 56 (0.87%) AWS Certification
20 54 (0.84%) Azure Certification
Quality Assurance & Compliance
1 311 (4.81%) QA
2 302 (4.67%) Data Quality
3 259 (4.01%) GDPR
4 166 (2.57%) SLA
5 161 (2.49%) ISO/IEC 27001
6 153 (2.37%) Cyber Essentials
7 142 (2.20%) NIST
8 125 (1.93%) PCI DSS
9 104 (1.61%) Accessibility
10 50 (0.77%) Cyber Essentials PLUS
11 35 (0.54%) SOC 2
12 33 (0.51%) ISO 9001
13 30 (0.46%) Actionable Recommendations
14 28 (0.43%) PMO
15 26 (0.40%) COBIT
15 26 (0.40%) GRC
16 14 (0.22%) GMP
17 11 (0.17%) HIPAA
17 11 (0.17%) PERC
17 11 (0.17%) Sarbanes-Oxley
System Software
1 711 (11.00%) Active Directory
2 302 (4.67%) Docker
3 204 (3.16%) Hyper-V
4 165 (2.55%) VMware Infrastructure
5 56 (0.87%) Terminal Server
6 38 (0.59%) Virtual Desktop
7 35 (0.54%) Firmware
8 31 (0.48%) Virtual Machines
9 19 (0.29%) vSphere
10 14 (0.22%) KVM
11 9 (0.14%) IAG
11 9 (0.14%) VMware ESXi
11 9 (0.14%) VMware Workstation
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%) Embedded Firmware
15 3 (0.046%) VMware NSX
16 2 (0.031%) BitLocker
Systems Management
1 300 (4.64%) Terraform
2 244 (3.77%) Microsoft Intune
3 231 (3.57%) Kubernetes
4 156 (2.41%) Ansible
5 92 (1.42%) Grafana
6 84 (1.30%) SCCM
7 51 (0.79%) 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 15 (0.23%) Argo
12 15 (0.23%) Autotask
12 15 (0.23%) Jamf Pro
13 13 (0.20%) Puppet
13 13 (0.20%) vCenter Server
14 12 (0.19%) Cisco CUCM
14 12 (0.19%) FortiGate
14 12 (0.19%) Nessus
Vendors
1 1,675 (25.91%) Microsoft
2 260 (4.02%) VMware
3 185 (2.86%) Oracle
4 160 (2.47%) Google
5 158 (2.44%) SAP
6 147 (2.27%) ServiceNow
7 139 (2.15%) Cisco
8 132 (2.04%) Salesforce
9 120 (1.86%) SolarWinds
10 118 (1.83%) Databricks
11 109 (1.69%) Splunk
11 109 (1.69%) Veeam
12 82 (1.27%) Apple
13 79 (1.22%) Adobe
14 71 (1.10%) 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