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

6 months to
16 Mar 2026
Same period 2025 Same period 2024
Rank 9 4 7
Rank change year-on-year -5 +3 +6
Permanent jobs citing Problem-Solving 6,340 7,251 11,368
As % of all permanent jobs in England 9.60% 18.74% 15.24%
As % of the Processes & Methodologies category 12.32% 20.03% 17.50%
Number of salaries quoted 4,418 4,288 8,060
10th Percentile £26,750 £29,000 £26,250
25th Percentile £31,250 £38,250 £33,750
Median annual salary (50th Percentile) £45,000 £55,000 £50,000
Median % change year-on-year -18.18% +10.00% -9.09%
75th Percentile £67,500 £75,313 £68,750
90th Percentile £86,250 £90,000 £87,500
UK median annual salary £45,000 £55,000 £50,000
% change year-on-year -18.18% +10.00% -10.22%

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 51,465 36,201 64,945
As % of all permanent jobs advertised in England 77.96% 93.57% 87.09%
Number of salaries quoted 31,875 20,423 50,708
10th Percentile £29,750 £32,000 £29,000
25th Percentile £40,000 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -12.00%
75th Percentile £77,500 £81,250 £75,000
90th Percentile £97,500 £102,500 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -11.78%

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 March 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 March 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 -3 1,936 £67,500 +3.85% 808
North of England -18 1,297 £41,500 -11.70% 585
South East -5 1,188 £43,500 -14.65% 793
Midlands -16 849 £37,500 -23.47% 405
North West -17 660 £42,500 -15.00% 329
South West -4 543 £43,500 -13.00% 289
Yorkshire -6 505 £35,000 -18.60% 191
West Midlands -22 503 £42,500 -21.79% 247
East of England -9 419 £40,000 -20.00% 244
East Midlands -2 343 £35,000 -10.83% 157
North East -8 132 £45,000 - 78
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
1 330 (5.21%) Microsoft Exchange
2 286 (4.51%) SharePoint
3 80 (1.26%) Confluence
4 58 (0.91%) CMS
5 55 (0.87%) Apache
6 44 (0.69%) Apache Airflow
7 43 (0.68%) IIS
8 39 (0.62%) Apache Spark
9 29 (0.46%) WordPress
10 20 (0.32%) Palantir Foundry
11 14 (0.22%) SAS
12 11 (0.17%) nginx
13 9 (0.14%) Drupal
14 8 (0.13%) Oracle SOA Suite
15 7 (0.11%) Anypoint
15 7 (0.11%) Exchange Server 2007
15 7 (0.11%) Exchange Server 2010
15 7 (0.11%) Exchange Server 2013
16 4 (0.063%) Apache Solr
16 4 (0.063%) Totara
Applications
1 443 (6.99%) Microsoft Office
2 339 (5.35%) Microsoft Excel
3 72 (1.14%) Microsoft PowerPoint
4 37 (0.58%) Spreadsheet
5 32 (0.50%) MS Visio
6 27 (0.43%) Microsoft Project
7 18 (0.28%) AutoCAD
7 18 (0.28%) Maya
8 13 (0.21%) Photoshop
9 10 (0.16%) Adobe Illustrator
9 10 (0.16%) SOLIDWORKS
10 8 (0.13%) Adobe Creative Suite
10 8 (0.13%) Chatbot
11 6 (0.095%) Adobe XD
12 4 (0.063%) Fusion 360
12 4 (0.063%) Trello
13 3 (0.047%) CATIA
13 3 (0.047%) Elementor
13 3 (0.047%) InDesign
13 3 (0.047%) Simulink
Business Applications
1 62 (0.98%) Dynamics CRM
2 43 (0.68%) SAP S/4HANA
3 32 (0.50%) NetSuite
4 20 (0.32%) Salesforce CRM
5 17 (0.27%) Endur
5 17 (0.27%) SAP CO
5 17 (0.27%) Shopify
6 14 (0.22%) Dynamics NAV
7 10 (0.16%) iTrent
7 10 (0.16%) Maximo
7 10 (0.16%) SAP ERP
7 10 (0.16%) Workday HCM
8 8 (0.13%) SAP FI
8 8 (0.13%) SAP FI/CO
9 7 (0.11%) IBM Planning Analytics
9 7 (0.11%) Payment Gateway
9 7 (0.11%) Q-Pulse
9 7 (0.11%) Sage 200
10 6 (0.095%) Oracle Payables
10 6 (0.095%) SAP Hybris
Cloud Services
1 1,375 (21.69%) Azure
2 972 (15.33%) Microsoft 365
3 775 (12.22%) AWS
4 450 (7.10%) Power Platform
5 379 (5.98%) SaaS
6 277 (4.37%) Entra ID
7 275 (4.34%) GCP
8 171 (2.70%) Azure DevOps
9 165 (2.60%) GitHub
10 162 (2.56%) Serverless
11 124 (1.96%) Power Automate
12 103 (1.62%) Dynamics 365
13 94 (1.48%) Google Workspace
14 89 (1.40%) Amazon S3
15 82 (1.29%) PowerApps
16 81 (1.28%) AWS CloudFormation
16 81 (1.28%) AWS Lambda
17 75 (1.18%) GitHub Actions
18 71 (1.12%) Azure Data Factory
18 71 (1.12%) PaaS
Communications & Networking
1 408 (6.44%) DNS
2 385 (6.07%) Firewall
3 344 (5.43%) DHCP
4 240 (3.79%) VPN
5 215 (3.39%) TCP/IP
6 212 (3.34%) WAN
7 203 (3.20%) Wi-Fi
8 176 (2.78%) LAN
9 175 (2.76%) Broadband
10 126 (1.99%) VLAN
11 94 (1.48%) Wireless
12 89 (1.40%) VoIP
13 68 (1.07%) SD-WAN
14 52 (0.82%) Network Security
15 48 (0.76%) Remote Desktop
16 42 (0.66%) SAN
17 41 (0.65%) Internet
18 32 (0.50%) Structured Cabling
19 29 (0.46%) BGP
20 28 (0.44%) Unified Communications
Database & Business Intelligence
1 370 (5.84%) Power BI
2 275 (4.34%) SQL Server
3 136 (2.15%) Data Warehouse
4 126 (1.99%) Tableau
5 118 (1.86%) NoSQL
6 113 (1.78%) Relational Database
7 110 (1.74%) PostgreSQL
8 93 (1.47%) Amazon RDS
9 89 (1.40%) MySQL
10 67 (1.06%) SQL Server Reporting Services
11 55 (0.87%) MongoDB
12 52 (0.82%) Amazon Redshift
13 50 (0.79%) Metadata
13 50 (0.79%) SQL Server Integration Services
14 47 (0.74%) DynamoDB
15 46 (0.73%) Power Query
16 44 (0.69%) Data Lake
17 43 (0.68%) Azure SQL Database
18 38 (0.60%) Big Data
19 26 (0.41%) Redis
Development Applications
1 281 (4.43%) Git
2 233 (3.68%) JIRA
3 107 (1.69%) Jenkins
4 97 (1.53%) GitLab
5 52 (0.82%) Selenium
6 30 (0.47%) Visual Studio
7 24 (0.38%) Cypress.io
8 20 (0.32%) TeamCity
9 19 (0.30%) Burp Suite
9 19 (0.30%) LabVIEW
9 19 (0.30%) Maven
9 19 (0.30%) Metasploit
10 18 (0.28%) Robot Framework
11 17 (0.27%) Octopus Deploy
12 16 (0.25%) Bitbucket
12 16 (0.25%) CircleCI
13 15 (0.24%) Cucumber
13 15 (0.24%) JUnit
13 15 (0.24%) SonarQube
14 14 (0.22%) Rational DOORS
General
1 3,160 (49.84%) Social Skills
2 1,920 (30.28%) Analytical Skills
3 1,409 (22.22%) Finance
4 439 (6.92%) Organisational Skills
5 359 (5.66%) Marketing
6 334 (5.27%) Inclusion and Diversity
7 307 (4.84%) Retail
8 302 (4.76%) Law
9 296 (4.67%) Banking
10 293 (4.62%) Public Sector
11 290 (4.57%) Legal
12 262 (4.13%) Manufacturing
13 170 (2.68%) Presentation Skills
14 163 (2.57%) Telecoms
15 133 (2.10%) Electronics
16 104 (1.64%) Documentation Skills
17 103 (1.62%) Games
18 85 (1.34%) Financial Institution
19 80 (1.26%) Influencing Skills
20 79 (1.25%) Automotive
Job Titles
1 946 (14.92%) Analyst
2 753 (11.88%) IT Support
3 738 (11.64%) Senior
4 647 (10.21%) Support Engineer
5 591 (9.32%) Developer
6 368 (5.80%) IT Engineer
7 366 (5.77%) Lead
8 316 (4.98%) Support Analyst
9 312 (4.92%) IT Support Engineer
10 252 (3.97%) Consultant
11 222 (3.50%) Business Analyst
12 217 (3.42%) Technical Support
13 209 (3.30%) Architect
14 208 (3.28%) Support Technician
15 200 (3.15%) 2nd Line Support
16 170 (2.68%) Infrastructure Engineer
16 170 (2.68%) Software Engineer
17 159 (2.51%) Technical Engineer
18 156 (2.46%) IT Analyst
19 152 (2.40%) IT Technician
Libraries, Frameworks & Software Standards
1 256 (4.04%) .NET
2 252 (3.97%) React
3 210 (3.31%) HTML
4 168 (2.65%) CSS
5 156 (2.46%) Node.js
6 122 (1.92%) REST
7 111 (1.75%) RESTful
8 72 (1.14%) AngularJS
9 68 (1.07%) Middleware
10 67 (1.06%) Spring
11 66 (1.04%) Vue
12 65 (1.03%) Kafka
13 58 (0.91%) JSON
13 58 (0.91%) SOAP
14 57 (0.90%) Django
15 55 (0.87%) XML
16 49 (0.77%) Flask
17 46 (0.73%) .NET Framework
17 46 (0.73%) Spring Boot
18 44 (0.69%) FastAPI
Miscellaneous
1 477 (7.52%) Driving Licence
2 456 (7.19%) Onboarding
3 398 (6.28%) Self-Motivation
4 204 (3.22%) Management Information System
5 176 (2.78%) Cloud Native
6 149 (2.35%) Analytical Mindset
7 141 (2.22%) Legacy Systems
8 131 (2.07%) Product Ownership
9 128 (2.02%) Distributed Systems
10 116 (1.83%) Data Centre
11 107 (1.69%) Enterprise Software
12 100 (1.58%) Mobile App
13 93 (1.47%) Social Media
14 83 (1.31%) Data Structures
15 69 (1.09%) Low-Code
16 59 (0.93%) Security Posture
17 57 (0.90%) Algorithms
18 54 (0.85%) Virtual Team
19 51 (0.80%) EPoS
20 48 (0.76%) CCTV
Operating Systems
1 1,110 (17.51%) Windows
2 428 (6.75%) Windows Server
3 400 (6.31%) Linux
4 170 (2.68%) Windows 10
5 118 (1.86%) Windows Server 2016
6 114 (1.80%) Android
7 93 (1.47%) Mac OS
8 80 (1.26%) Apple iOS
9 60 (0.95%) Unix
10 56 (0.88%) Windows Server 2019
11 35 (0.55%) Windows Server 2012
12 33 (0.52%) Red Hat Enterprise Linux
13 24 (0.38%) CentOS
14 23 (0.36%) Windows 7
15 20 (0.32%) Ubuntu
16 15 (0.24%) VMS
17 11 (0.17%) Windows 8
18 10 (0.16%) Mac OS X
19 7 (0.11%) Debian
20 5 (0.079%) Windows Server 2008
Processes & Methodologies
1 1,155 (18.22%) Continuous Improvement
2 1,042 (16.44%) Agile
3 947 (14.94%) Customer Service
4 687 (10.84%) Mentoring
5 651 (10.27%) AI
6 648 (10.22%) Decision-Making
7 642 (10.13%) CI/CD
8 631 (9.95%) Analytics
9 604 (9.53%) DevOps
10 570 (8.99%) ITIL
11 562 (8.86%) Project Management
12 517 (8.15%) Business Intelligence
13 498 (7.85%) Computer Science
14 487 (7.68%) Stakeholder Management
15 436 (6.88%) Cybersecurity
16 428 (6.75%) Software Engineering
17 377 (5.95%) Coaching
18 371 (5.85%) Process Improvement
19 370 (5.84%) Roadmaps
20 365 (5.76%) CRM
Programming Languages
1 958 (15.11%) Python
2 890 (14.04%) SQL
3 417 (6.58%) JavaScript
4 323 (5.09%) PowerShell
5 315 (4.97%) Java
6 283 (4.46%) C#
7 178 (2.81%) TypeScript
8 152 (2.40%) Bash
9 85 (1.34%) PHP
10 77 (1.21%) Go
11 76 (1.20%) C++
12 66 (1.04%) Data Analysis Expressions
13 58 (0.91%) Scala
14 45 (0.71%) T-SQL
15 42 (0.66%) C
16 40 (0.63%) Kotlin
17 35 (0.55%) R
18 33 (0.52%) Apex Code
19 27 (0.43%) Bicep
20 26 (0.41%) Rust
Qualifications
1 1,306 (20.60%) Degree
2 484 (7.63%) Security Cleared
3 298 (4.70%) SC Cleared
4 245 (3.86%) Computer Science Degree
5 190 (3.00%) Microsoft Certification
6 180 (2.84%) DBS Check
7 120 (1.89%) Master's Degree
8 118 (1.86%) DV Cleared
9 105 (1.66%) CISSP
10 87 (1.37%) Cisco Certification
11 84 (1.32%) BPSS Clearance
12 83 (1.31%) ACCA
13 79 (1.25%) A+ Certification
14 73 (1.15%) CIMA
15 65 (1.03%) PMI Certification
16 63 (0.99%) CCNA
17 60 (0.95%) Network+ Certification
18 56 (0.88%) AWS Certification
19 51 (0.80%) Azure Certification
19 51 (0.80%) PMP
Quality Assurance & Compliance
1 303 (4.78%) QA
2 258 (4.07%) Data Quality
3 231 (3.64%) GDPR
4 160 (2.52%) ISO/IEC 27001
5 158 (2.49%) Cyber Essentials
6 137 (2.16%) SLA
7 129 (2.03%) Accessibility
8 124 (1.96%) PCI DSS
9 109 (1.72%) NIST
10 48 (0.76%) Cyber Essentials PLUS
11 33 (0.52%) ISO 9001
12 29 (0.46%) Actionable Recommendations
13 28 (0.44%) SOC 2
14 22 (0.35%) PMO
15 20 (0.32%) COBIT
15 20 (0.32%) GRC
16 13 (0.21%) GMP
17 10 (0.16%) Sarbanes-Oxley
18 9 (0.14%) ISO/IEC 20000
18 9 (0.14%) WCAG
System Software
1 744 (11.74%) Active Directory
2 301 (4.75%) Docker
3 230 (3.63%) Hyper-V
4 161 (2.54%) VMware Infrastructure
5 63 (0.99%) Terminal Server
6 29 (0.46%) Firmware
6 29 (0.46%) Virtual Desktop
6 29 (0.46%) Virtual Machines
7 16 (0.25%) vSphere
8 13 (0.21%) KVM
9 11 (0.17%) VMware ESXi
10 10 (0.16%) VMware Workstation
11 7 (0.11%) IAG
11 7 (0.11%) XenApp
12 6 (0.095%) Virtual Servers
13 4 (0.063%) Microsoft Virtual Server
14 2 (0.032%) Slurm Workload Manager
14 2 (0.032%) vCloud
14 2 (0.032%) VMware NSX
15 1 (0.016%) OpenIDM
Systems Management
1 284 (4.48%) Terraform
2 269 (4.24%) Microsoft Intune
3 224 (3.53%) Kubernetes
4 150 (2.37%) Ansible
5 90 (1.42%) Grafana
6 78 (1.23%) SCCM
7 59 (0.93%) Prometheus
8 32 (0.50%) BMC PATROL
9 29 (0.46%) Nagios
10 26 (0.41%) Single Sign-On
11 23 (0.36%) Active Directory Federation Services
12 21 (0.33%) Jamf Pro
13 15 (0.24%) Argo
13 15 (0.24%) Cisco CUCM
14 14 (0.22%) Autotask
15 13 (0.21%) vCenter Server
16 12 (0.19%) FortiGate
16 12 (0.19%) Kibana
16 12 (0.19%) ZABBIX
17 11 (0.17%) Nessus
Vendors
1 1,671 (26.36%) Microsoft
2 270 (4.26%) VMware
3 210 (3.31%) Oracle
4 185 (2.92%) SAP
5 165 (2.60%) Google
6 149 (2.35%) Cisco
7 146 (2.30%) Salesforce
8 128 (2.02%) Veeam
9 125 (1.97%) ServiceNow
10 121 (1.91%) SolarWinds
11 118 (1.86%) Splunk
12 107 (1.69%) Databricks
13 92 (1.45%) Adobe
14 85 (1.34%) Apple
15 64 (1.01%) Tanium
16 63 (0.99%) Brocade
16 63 (0.99%) Nimble Storage
17 56 (0.88%) Sage
18 54 (0.85%) Dell
19 48 (0.76%) Red Hat