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

6 months to
16 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 7,217 12,267
As % of all permanent jobs in England 8.49% 19.47% 14.97%
As % of the Processes & Methodologies category 11.23% 20.91% 17.42%
Number of salaries quoted 4,493 4,528 8,537
10th Percentile £27,250 £28,500 £26,203
25th Percentile £31,250 £36,750 £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 £47,500 £53,500 £50,000
% change year-on-year -11.21% +7.00% -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 57,594 34,512 70,436
As % of all permanent jobs advertised in England 75.67% 93.12% 85.97%
Number of salaries quoted 36,194 20,484 53,623
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,867
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 £103,450 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.54%

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 16 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 16 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 1,972 £67,500 +3.85% 980
North of England -18 1,289 £41,500 -9.78% 652
South East -7 1,186 £45,000 -10.00% 768
Midlands -22 906 £38,500 -18.95% 465
North West -17 663 £42,500 -13.27% 342
South West -8 553 £43,500 -5.95% 299
West Midlands -25 537 £42,500 -18.87% 272
Yorkshire -9 498 £37,500 -10.71% 222
East of England -9 455 £40,000 -20.00% 301
East Midlands -5 366 £35,000 -12.50% 194
North East -13 128 £48,445 +7.65% 101
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
1 335 (5.18%) Microsoft Exchange
2 286 (4.42%) 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 29 (0.45%) IIS
9 27 (0.42%) WordPress
10 16 (0.25%) SAS
11 14 (0.22%) Palantir Foundry
12 12 (0.19%) nginx
13 10 (0.15%) Exchange Server 2013
14 9 (0.14%) Drupal
15 8 (0.12%) Anypoint
15 8 (0.12%) Exchange Server 2007
15 8 (0.12%) Exchange Server 2010
16 6 (0.093%) Oracle SOA Suite
17 5 (0.077%) OpenStack
17 5 (0.077%) Skype for Business
Applications
1 426 (6.59%) Microsoft Office
2 345 (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 12 (0.19%) Chatbot
8 11 (0.17%) Adobe Illustrator
9 10 (0.15%) AutoCAD
9 10 (0.15%) Photoshop
10 9 (0.14%) Maya
11 8 (0.12%) Adobe Creative Suite
11 8 (0.12%) Fusion 360
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%) Notion
14 2 (0.031%) Sketch
Business Applications
1 60 (0.93%) Dynamics CRM
2 47 (0.73%) SAP S/4HANA
3 34 (0.53%) 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 11 (0.17%) iTrent
10 10 (0.15%) Workday HCM
11 8 (0.12%) Elite 3E
11 8 (0.12%) Oracle EBS
11 8 (0.12%) SAP Business One
11 8 (0.12%) SAP ERP
12 7 (0.11%) IBM Planning Analytics
12 7 (0.11%) Q-Pulse
12 7 (0.11%) SAP FI
12 7 (0.11%) SAP FI/CO
Cloud Services
1 1,366 (21.13%) Azure
2 981 (15.17%) Microsoft 365
3 801 (12.39%) AWS
4 484 (7.49%) Power Platform
5 347 (5.37%) SaaS
6 297 (4.59%) GCP
7 276 (4.27%) Entra ID
8 176 (2.72%) GitHub
9 174 (2.69%) Serverless
10 165 (2.55%) Azure DevOps
11 127 (1.96%) Power Automate
12 110 (1.70%) Dynamics 365
13 96 (1.48%) Amazon S3
14 88 (1.36%) Google Workspace
15 85 (1.31%) GitHub Actions
16 83 (1.28%) AWS Lambda
17 82 (1.27%) Azure Data Factory
18 81 (1.25%) AWS CloudFormation
19 77 (1.19%) PowerApps
20 76 (1.18%) PaaS
Communications & Networking
1 398 (6.16%) DNS
2 379 (5.86%) Firewall
3 342 (5.29%) DHCP
4 260 (4.02%) VPN
5 221 (3.42%) WAN
6 206 (3.19%) Wi-Fi
7 201 (3.11%) TCP/IP
8 186 (2.88%) LAN
9 178 (2.75%) Broadband
10 117 (1.81%) VLAN
11 106 (1.64%) Wireless
12 94 (1.45%) VoIP
13 68 (1.05%) SD-WAN
14 60 (0.93%) Network Security
15 47 (0.73%) SAN
16 41 (0.63%) Internet
17 31 (0.48%) Structured Cabling
18 30 (0.46%) BGP
18 30 (0.46%) HTTP
19 28 (0.43%) OSPF
Database & Business Intelligence
1 408 (6.31%) Power BI
2 278 (4.30%) SQL Server
3 130 (2.01%) Data Warehouse
4 127 (1.96%) Tableau
5 117 (1.81%) NoSQL
6 103 (1.59%) PostgreSQL
7 100 (1.55%) Relational Database
8 84 (1.30%) Amazon RDS
9 80 (1.24%) MySQL
10 71 (1.10%) SQL Server Reporting Services
11 57 (0.88%) Power Query
11 57 (0.88%) SQL Server Integration Services
12 54 (0.84%) MongoDB
13 52 (0.80%) DynamoDB
14 45 (0.70%) Amazon Redshift
14 45 (0.70%) Azure SQL Database
15 43 (0.67%) Metadata
16 39 (0.60%) Big Data
17 38 (0.59%) Data Lake
18 26 (0.40%) BigQuery
Development Applications
1 279 (4.32%) Git
2 221 (3.42%) JIRA
3 116 (1.79%) Jenkins
4 102 (1.58%) GitLab
5 49 (0.76%) Selenium
6 27 (0.42%) Visual Studio
7 23 (0.36%) Cypress.io
8 22 (0.34%) Cucumber
9 21 (0.32%) SonarQube
10 20 (0.31%) Maven
10 20 (0.31%) Rational DOORS
11 19 (0.29%) Bitbucket
12 18 (0.28%) Burp Suite
12 18 (0.28%) Chocolatey
12 18 (0.28%) Metasploit
13 17 (0.26%) CircleCI
14 16 (0.25%) TeamCity
15 14 (0.22%) JUnit
15 14 (0.22%) LabVIEW
16 12 (0.19%) Robot Framework
General
1 3,098 (47.92%) Social Skills
2 1,951 (30.18%) Analytical Skills
3 1,407 (21.76%) Finance
4 450 (6.96%) Organisational Skills
5 378 (5.85%) Inclusion and Diversity
6 352 (5.44%) Marketing
7 313 (4.84%) Manufacturing
8 311 (4.81%) Law
9 308 (4.76%) Retail
10 302 (4.67%) Banking
11 295 (4.56%) Public Sector
12 291 (4.50%) Legal
13 160 (2.47%) Presentation Skills
14 151 (2.34%) Telecoms
15 148 (2.29%) Electronics
16 102 (1.58%) Documentation Skills
17 87 (1.35%) Games
18 81 (1.25%) Automotive
19 77 (1.19%) Advertising
19 77 (1.19%) Financial Institution
Job Titles
1 927 (14.34%) Analyst
2 787 (12.17%) Senior
3 724 (11.20%) IT Support
4 624 (9.65%) Support Engineer
5 569 (8.80%) Developer
6 407 (6.30%) Lead
7 393 (6.08%) IT Engineer
8 317 (4.90%) IT Support Engineer
9 287 (4.44%) Support Analyst
10 245 (3.79%) Consultant
11 222 (3.43%) Support Technician
12 220 (3.40%) Architect
13 198 (3.06%) Business Analyst
14 193 (2.99%) Infrastructure Engineer
14 193 (2.99%) Software Engineer
15 191 (2.95%) 2nd Line Support
16 186 (2.88%) Technical Support
17 178 (2.75%) Systems Engineer
18 168 (2.60%) IT Technician
19 152 (2.35%) IT Support Technician
Libraries, Frameworks & Software Standards
1 249 (3.85%) React
2 239 (3.70%) .NET
3 218 (3.37%) HTML
4 181 (2.80%) CSS
5 150 (2.32%) Node.js
6 138 (2.13%) REST
7 122 (1.89%) RESTful
8 77 (1.19%) Middleware
9 72 (1.11%) JSON
10 70 (1.08%) SOAP
10 70 (1.08%) Spring
11 68 (1.05%) XML
12 67 (1.04%) Vue
13 63 (0.97%) AngularJS
14 62 (0.96%) Kafka
15 59 (0.91%) Django
16 54 (0.84%) Flask
17 51 (0.79%) Web Services
18 50 (0.77%) gRPC
19 49 (0.76%) Spring Boot
Miscellaneous
1 430 (6.65%) Onboarding
2 424 (6.56%) Driving Licence
3 361 (5.58%) Self-Motivation
4 206 (3.19%) Management Information System
5 184 (2.85%) Cloud Native
6 160 (2.47%) Product Ownership
7 159 (2.46%) Analytical Mindset
8 153 (2.37%) Distributed Systems
9 145 (2.24%) 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 86 (1.33%) Data Structures
15 75 (1.16%) Low-Code
16 66 (1.02%) Security Posture
17 61 (0.94%) Algorithms
18 58 (0.90%) Video\Live Streaming
19 56 (0.87%) Virtual Team
20 53 (0.82%) IoT
Operating Systems
1 1,070 (16.55%) Windows
2 412 (6.37%) Windows Server
3 407 (6.30%) Linux
4 174 (2.69%) Windows 10
5 116 (1.79%) Windows Server 2016
6 106 (1.64%) Android
7 91 (1.41%) Apple iOS
8 87 (1.35%) Mac OS
9 56 (0.87%) Windows Server 2019
10 54 (0.84%) 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 1,171 (18.11%) Continuous Improvement
2 1,038 (16.06%) Agile
3 947 (14.65%) Customer Service
4 692 (10.70%) Mentoring
5 684 (10.58%) AI
5 684 (10.58%) Decision-Making
6 674 (10.43%) CI/CD
7 656 (10.15%) Analytics
8 617 (9.54%) DevOps
9 591 (9.14%) ITIL
10 542 (8.38%) Business Intelligence
11 531 (8.21%) Project Management
12 497 (7.69%) Computer Science
13 496 (7.67%) Stakeholder Management
14 469 (7.25%) Software Engineering
15 434 (6.71%) Roadmaps
16 431 (6.67%) Cybersecurity
17 416 (6.43%) Coaching
18 359 (5.55%) Process Improvement
19 354 (5.48%) Collaborative Working
Programming Languages
1 998 (15.44%) Python
2 895 (13.84%) SQL
3 427 (6.60%) JavaScript
4 343 (5.31%) Java
5 303 (4.69%) PowerShell
6 261 (4.04%) C#
7 188 (2.91%) TypeScript
8 156 (2.41%) Bash
9 96 (1.48%) C++
10 91 (1.41%) Go
11 82 (1.27%) Data Analysis Expressions
12 80 (1.24%) PHP
13 65 (1.01%) Scala
14 54 (0.84%) C
15 45 (0.70%) T-SQL
16 39 (0.60%) Kotlin
17 35 (0.54%) Bicep
18 34 (0.53%) Rust
19 32 (0.49%) Apex Code
20 31 (0.48%) R
Qualifications
1 1,243 (19.23%) Degree
2 458 (7.08%) Security Cleared
3 282 (4.36%) SC Cleared
4 256 (3.96%) Computer Science Degree
5 195 (3.02%) DBS Check
6 180 (2.78%) Microsoft Certification
7 129 (2.00%) Master's Degree
8 114 (1.76%) DV Cleared
9 109 (1.69%) CISSP
10 94 (1.45%) Cisco Certification
11 85 (1.31%) A+ Certification
12 83 (1.28%) BPSS Clearance
13 80 (1.24%) ACCA
14 78 (1.21%) PMI Certification
15 70 (1.08%) CIMA
16 67 (1.04%) CCNA
17 63 (0.97%) PMP
18 58 (0.90%) Network+ Certification
19 57 (0.88%) AWS Certification
20 54 (0.84%) Azure Certification
Quality Assurance & Compliance
1 312 (4.83%) QA
2 303 (4.69%) Data Quality
3 254 (3.93%) GDPR
4 163 (2.52%) SLA
5 158 (2.44%) ISO/IEC 27001
6 152 (2.35%) Cyber Essentials
7 135 (2.09%) NIST
8 125 (1.93%) PCI DSS
9 108 (1.67%) Accessibility
10 51 (0.79%) Cyber Essentials PLUS
11 34 (0.53%) SOC 2
12 33 (0.51%) ISO 9001
13 29 (0.45%) Actionable Recommendations
14 27 (0.42%) PMO
15 24 (0.37%) COBIT
16 23 (0.36%) GRC
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
1 720 (11.14%) Active Directory
2 304 (4.70%) Docker
3 208 (3.22%) Hyper-V
4 169 (2.61%) VMware Infrastructure
5 56 (0.87%) Terminal Server
6 36 (0.56%) Virtual Desktop
7 34 (0.53%) 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 7 (0.11%) IAG
13 7 (0.11%) XenApp
14 5 (0.077%) Slurm Workload Manager
14 5 (0.077%) Virtual Servers
15 4 (0.062%) Microsoft Virtual Server
16 3 (0.046%) VMware NSX
17 2 (0.031%) BitLocker
17 2 (0.031%) Embedded Firmware
Systems Management
1 302 (4.67%) Terraform
2 247 (3.82%) Microsoft Intune
3 233 (3.60%) Kubernetes
4 158 (2.44%) Ansible
5 96 (1.48%) Grafana
6 86 (1.33%) SCCM
7 53 (0.82%) Prometheus
8 29 (0.45%) Nagios
9 28 (0.43%) Single Sign-On
10 24 (0.37%) Active Directory Federation Services
11 20 (0.31%) BMC PATROL
12 18 (0.28%) Kibana
13 16 (0.25%) Jamf Pro
14 15 (0.23%) Autotask
15 14 (0.22%) Argo
15 14 (0.22%) FortiGate
15 14 (0.22%) vCenter Server
16 13 (0.20%) Cisco CUCM
16 13 (0.20%) Nessus
16 13 (0.20%) Puppet
Vendors
1 1,662 (25.71%) Microsoft
2 265 (4.10%) VMware
3 189 (2.92%) Oracle
4 164 (2.54%) SAP
5 160 (2.47%) Google
6 146 (2.26%) ServiceNow
7 140 (2.17%) Cisco
8 132 (2.04%) Salesforce
9 118 (1.83%) SolarWinds
10 117 (1.81%) Databricks
11 110 (1.70%) Veeam
12 109 (1.69%) Splunk
13 82 (1.27%) Apple
14 79 (1.22%) 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%) Dynatrace