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

6 months to
7 Feb 2026
Same period 2025 Same period 2024
Rank 9 4 8
Rank change year-on-year -5 +4 +5
Permanent jobs citing Problem-Solving 6,527 8,310 9,908
As % of all permanent jobs in England 11.39% 18.18% 15.00%
As % of the Processes & Methodologies category 14.25% 19.76% 16.99%
Number of salaries quoted 4,458 3,883 7,258
10th Percentile £26,605 £30,750 £26,250
25th Percentile £31,000 £40,000 £33,750
Median annual salary (50th Percentile) £45,350 £55,000 £50,000
Median % change year-on-year -17.55% +10.00% -10.71%
75th Percentile £65,640 £76,000 £70,000
90th Percentile £85,000 £90,000 £87,500
UK median annual salary £45,000 £55,000 £50,000
% change year-on-year -18.18% +10.00% -13.04%

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 45,818 42,048 58,304
As % of all permanent jobs advertised in England 79.92% 92.01% 88.24%
Number of salaries quoted 27,795 20,551 46,192
10th Percentile £29,000 £35,000 £29,750
25th Percentile £38,750 £46,250 £40,988
Median annual salary (50th Percentile) £55,000 £61,967 £55,000
Median % change year-on-year -11.24% +12.67% -12.00%
75th Percentile £77,500 £81,250 £75,750
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% -12.00%

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 7 February 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 7 February 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 0 1,937 £67,500 +3.85% 1,030
South East -3 1,321 £42,500 -19.05% 845
North of England -17 1,301 £42,500 -10.53% 662
Midlands -16 855 £38,500 -25.70% 480
North West -14 712 £46,750 -6.50% 380
South West -2 581 £40,000 -25.08% 347
West Midlands -18 501 £42,500 -22.73% 311
Yorkshire -5 456 £36,500 -16.09% 221
East of England -4 429 £37,500 -26.42% 283
East Midlands 0 352 £35,000 - 169
North East -4 133 £40,662 -18.68% 71
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
1 331 (5.07%) Microsoft Exchange
2 280 (4.29%) SharePoint
3 76 (1.16%) Confluence
4 55 (0.84%) Apache
5 49 (0.75%) IIS
6 43 (0.66%) Apache Airflow
6 43 (0.66%) Apache Spark
7 39 (0.60%) CMS
8 27 (0.41%) WordPress
9 16 (0.25%) Palantir Foundry
10 12 (0.18%) nginx
11 10 (0.15%) Oracle SOA Suite
12 9 (0.14%) SAS
13 7 (0.11%) Anypoint
13 7 (0.11%) Apache Solr
14 6 (0.092%) Exchange Server 2013
15 5 (0.077%) Drupal
16 4 (0.061%) Exchange Server 2010
16 4 (0.061%) HCL Notes
16 4 (0.061%) Umbraco
Applications
1 446 (6.83%) Microsoft Office
2 432 (6.62%) Microsoft Excel
3 90 (1.38%) Microsoft PowerPoint
4 37 (0.57%) Spreadsheet
5 33 (0.51%) Maya
6 29 (0.44%) MS Visio
7 25 (0.38%) Microsoft Project
8 19 (0.29%) AutoCAD
9 13 (0.20%) Photoshop
10 12 (0.18%) Adobe Creative Suite
11 9 (0.14%) Adobe Illustrator
11 9 (0.14%) SOLIDWORKS
12 8 (0.12%) Adobe Premiere
13 7 (0.11%) Chatbot
14 5 (0.077%) Adobe After Effects
14 5 (0.077%) Adobe XD
15 4 (0.061%) CATIA
15 4 (0.061%) Fusion 360
15 4 (0.061%) Simulink
15 4 (0.061%) Trello
Business Applications
1 101 (1.55%) SAP S/4HANA
2 76 (1.16%) Dynamics CRM
3 30 (0.46%) NetSuite
4 19 (0.29%) Salesforce CRM
5 18 (0.28%) SAP CO
6 16 (0.25%) Endur
7 14 (0.21%) Oracle Payables
8 13 (0.20%) Dynamics NAV
8 13 (0.20%) Shopify
9 12 (0.18%) iTrent
9 12 (0.18%) Oracle Receivables
10 11 (0.17%) Oracle Assets
11 10 (0.15%) Payment Gateway
11 10 (0.15%) SAP Business One
11 10 (0.15%) Workday HCM
12 9 (0.14%) SAP FI
12 9 (0.14%) SAP FI/CO
13 8 (0.12%) JDE EnterpriseOne
13 8 (0.12%) Oracle EBS
13 8 (0.12%) Sage 200
Cloud Services
1 1,467 (22.48%) Azure
2 967 (14.82%) Microsoft 365
3 738 (11.31%) AWS
4 527 (8.07%) Power Platform
5 399 (6.11%) SaaS
6 264 (4.04%) Entra ID
7 231 (3.54%) GCP
8 180 (2.76%) Azure DevOps
9 158 (2.42%) GitHub
10 147 (2.25%) Serverless
11 123 (1.88%) Power Automate
12 101 (1.55%) Dynamics 365
13 77 (1.18%) PowerApps
14 76 (1.16%) Google Workspace
15 74 (1.13%) Amazon S3
16 72 (1.10%) AWS CloudFormation
17 71 (1.09%) AWS Lambda
18 67 (1.03%) PaaS
19 63 (0.97%) Azure Data Factory
19 63 (0.97%) Figma
Communications & Networking
1 437 (6.70%) DNS
2 379 (5.81%) DHCP
3 354 (5.42%) Firewall
4 221 (3.39%) VPN
5 202 (3.09%) TCP/IP
6 195 (2.99%) Wi-Fi
7 182 (2.79%) WAN
8 154 (2.36%) LAN
9 125 (1.92%) VLAN
10 111 (1.70%) Broadband
11 95 (1.46%) VoIP
11 95 (1.46%) Wireless
12 54 (0.83%) SD-WAN
13 51 (0.78%) Network Security
13 51 (0.78%) Remote Desktop
14 46 (0.70%) Internet
14 46 (0.70%) SAN
15 30 (0.46%) Unified Communications
16 29 (0.44%) BGP
17 27 (0.41%) Structured Cabling
Database & Business Intelligence
1 438 (6.71%) Power BI
2 298 (4.57%) SQL Server
3 151 (2.31%) Relational Database
4 140 (2.14%) Data Warehouse
5 131 (2.01%) Tableau
6 124 (1.90%) Amazon RDS
7 121 (1.85%) NoSQL
8 116 (1.78%) PostgreSQL
9 115 (1.76%) Data Lake
10 107 (1.64%) MySQL
11 66 (1.01%) SAP BW
12 65 (1.00%) SQL Server Reporting Services
13 58 (0.89%) MongoDB
14 53 (0.81%) Metadata
15 50 (0.77%) Amazon Redshift
16 47 (0.72%) SQL Server Integration Services
17 43 (0.66%) Big Data
18 42 (0.64%) DynamoDB
19 41 (0.63%) Azure SQL Database
20 32 (0.49%) Power Query
Development Applications
1 267 (4.09%) Git
2 231 (3.54%) JIRA
3 95 (1.46%) Jenkins
4 79 (1.21%) GitLab
5 57 (0.87%) Selenium
6 24 (0.37%) Visual Studio
7 21 (0.32%) Maven
8 20 (0.31%) Bitbucket
9 19 (0.29%) Burp Suite
9 19 (0.29%) Cypress.io
9 19 (0.29%) LabVIEW
9 19 (0.29%) Metasploit
9 19 (0.29%) TeamCity
10 18 (0.28%) Robot Framework
11 17 (0.26%) JUnit
11 17 (0.26%) Octopus Deploy
12 14 (0.21%) Cucumber
12 14 (0.21%) Snyk
12 14 (0.21%) SonarQube
13 13 (0.20%) WebDriver
General
1 3,415 (52.32%) Social Skills
2 1,980 (30.34%) Analytical Skills
3 1,547 (23.70%) Finance
4 385 (5.90%) Organisational Skills
5 371 (5.68%) Marketing
6 346 (5.30%) Law
7 329 (5.04%) Retail
8 320 (4.90%) Manufacturing
9 300 (4.60%) Inclusion and Diversity
10 292 (4.47%) Legal
11 276 (4.23%) Public Sector
12 265 (4.06%) Banking
13 182 (2.79%) Presentation Skills
14 181 (2.77%) Telecoms
15 153 (2.34%) Electronics
16 118 (1.81%) Games
17 97 (1.49%) Influencing Skills
18 88 (1.35%) Financial Institution
19 86 (1.32%) Documentation Skills
20 84 (1.29%) Automotive
Job Titles
1 1,029 (15.77%) Analyst
2 818 (12.53%) Senior
3 725 (11.11%) IT Support
4 636 (9.74%) Support Engineer
5 593 (9.09%) Developer
6 433 (6.63%) Lead
7 333 (5.10%) Support Analyst
8 329 (5.04%) IT Engineer
9 275 (4.21%) IT Support Engineer
10 267 (4.09%) Technical Support
11 251 (3.85%) Business Analyst
12 222 (3.40%) Architect
13 221 (3.39%) Consultant
14 185 (2.83%) 2nd Line Support
14 185 (2.83%) Support Technician
15 184 (2.82%) Technical Engineer
16 176 (2.70%) Technical Support Engineer
17 163 (2.50%) IT Analyst
18 159 (2.44%) Software Engineer
19 157 (2.41%) Systems Engineer
Libraries, Frameworks & Software Standards
1 284 (4.35%) .NET
2 256 (3.92%) React
3 239 (3.66%) HTML
4 190 (2.91%) CSS
5 149 (2.28%) Node.js
6 147 (2.25%) REST
7 114 (1.75%) RESTful
8 93 (1.42%) AngularJS
9 71 (1.09%) Vue
10 70 (1.07%) Spring
11 67 (1.03%) JSON
11 67 (1.03%) Middleware
12 64 (0.98%) SOAP
12 64 (0.98%) XML
13 61 (0.93%) Kafka
14 58 (0.89%) .NET Framework
15 51 (0.78%) Django
16 50 (0.77%) ASP.NET
17 46 (0.70%) Flask
18 45 (0.69%) FastAPI
Miscellaneous
1 517 (7.92%) Driving Licence
2 495 (7.58%) Onboarding
3 411 (6.30%) Self-Motivation
4 209 (3.20%) Management Information System
5 195 (2.99%) Analytical Mindset
6 174 (2.67%) Cloud Native
7 168 (2.57%) Legacy Systems
8 151 (2.31%) Product Ownership
9 137 (2.10%) Data Centre
10 119 (1.82%) Enterprise Software
11 88 (1.35%) Mobile App
12 86 (1.32%) Distributed Systems
13 70 (1.07%) Data Structures
14 69 (1.06%) Algorithms
15 68 (1.04%) Low-Code
16 64 (0.98%) Virtual Team
17 55 (0.84%) FMCG
17 55 (0.84%) Social Media
18 53 (0.81%) Security Posture
19 52 (0.80%) EPoS
Operating Systems
1 1,110 (17.01%) Windows
2 459 (7.03%) Windows Server
3 420 (6.43%) Linux
4 157 (2.41%) Windows 10
5 142 (2.18%) Windows Server 2016
6 95 (1.46%) Mac OS
7 86 (1.32%) Android
8 73 (1.12%) Apple iOS
9 57 (0.87%) Unix
9 57 (0.87%) Windows Server 2019
10 34 (0.52%) Windows Server 2012
11 27 (0.41%) Red Hat Enterprise Linux
12 23 (0.35%) Windows 7
13 21 (0.32%) VMS
14 13 (0.20%) CentOS
15 9 (0.14%) Ubuntu
16 7 (0.11%) Windows 8
17 6 (0.092%) Debian
17 6 (0.092%) Mac OS X
17 6 (0.092%) Windows Server 2008
Processes & Methodologies
1 1,106 (16.94%) Continuous Improvement
2 1,065 (16.32%) Agile
3 970 (14.86%) Customer Service
4 738 (11.31%) Analytics
5 662 (10.14%) Mentoring
6 651 (9.97%) AI
7 632 (9.68%) Decision-Making
8 607 (9.30%) Business Intelligence
9 600 (9.19%) Project Management
10 587 (8.99%) DevOps
11 565 (8.66%) CI/CD
12 537 (8.23%) ITIL
13 525 (8.04%) Computer Science
14 484 (7.42%) Stakeholder Management
15 480 (7.35%) Cybersecurity
16 435 (6.66%) Change Management
17 421 (6.45%) Software Engineering
18 419 (6.42%) ERP
19 384 (5.88%) CRM
20 368 (5.64%) Roadmaps
Programming Languages
1 957 (14.66%) SQL
2 935 (14.33%) Python
3 418 (6.40%) JavaScript
4 327 (5.01%) C#
5 323 (4.95%) PowerShell
6 319 (4.89%) Java
7 169 (2.59%) TypeScript
8 137 (2.10%) Bash
9 104 (1.59%) PHP
10 83 (1.27%) C++
11 60 (0.92%) Data Analysis Expressions
12 51 (0.78%) Go
13 48 (0.74%) T-SQL
14 46 (0.70%) C
15 40 (0.61%) Scala
16 37 (0.57%) R
17 27 (0.41%) Bicep
18 26 (0.40%) PL/SQL
19 25 (0.38%) Kotlin
20 24 (0.37%) Apex Code
Qualifications
1 1,539 (23.58%) Degree
2 534 (8.18%) Security Cleared
3 345 (5.29%) SC Cleared
4 252 (3.86%) Computer Science Degree
5 182 (2.79%) Microsoft Certification
6 170 (2.60%) Master's Degree
7 165 (2.53%) DBS Check
8 118 (1.81%) DV Cleared
9 103 (1.58%) CISSP
10 91 (1.39%) BPSS Clearance
11 79 (1.21%) A+ Certification
11 79 (1.21%) Cisco Certification
12 77 (1.18%) ACCA
13 69 (1.06%) Network+ Certification
14 63 (0.97%) CIMA
15 58 (0.89%) CISM
16 56 (0.86%) PMI Certification
17 55 (0.84%) AWS Certification
18 53 (0.81%) CCNA
19 52 (0.80%) HND
Quality Assurance & Compliance
1 337 (5.16%) QA
2 319 (4.89%) Data Quality
3 213 (3.26%) GDPR
4 188 (2.88%) Cyber Essentials
5 167 (2.56%) ISO/IEC 27001
6 139 (2.13%) Accessibility
7 138 (2.11%) PCI DSS
8 131 (2.01%) SLA
9 86 (1.32%) NIST
10 45 (0.69%) Cyber Essentials PLUS
11 33 (0.51%) ISO 9001
12 25 (0.38%) Actionable Recommendations
13 24 (0.37%) PMO
14 20 (0.31%) SOC 2
15 16 (0.25%) COBIT
15 16 (0.25%) GRC
16 12 (0.18%) WCAG
17 9 (0.14%) ISO 13485
17 9 (0.14%) ISO/IEC 20000
18 8 (0.12%) ISO/IEC 19770
System Software
1 780 (11.95%) Active Directory
2 265 (4.06%) Docker
3 260 (3.98%) Hyper-V
4 149 (2.28%) VMware Infrastructure
5 98 (1.50%) Terminal Server
6 28 (0.43%) Firmware
7 25 (0.38%) Virtual Machines
8 23 (0.35%) Virtual Desktop
9 19 (0.29%) vSphere
10 16 (0.25%) VMware ESXi
11 9 (0.14%) KVM
12 7 (0.11%) Virtual Servers
13 6 (0.092%) VMware Workstation
14 4 (0.061%) Microsoft Virtual Server
15 3 (0.046%) vCloud
16 2 (0.031%) BitLocker
16 2 (0.031%) HDFS
16 2 (0.031%) Postfix
16 2 (0.031%) RHEV
16 2 (0.031%) Slurm Workload Manager
Systems Management
1 269 (4.12%) Terraform
2 267 (4.09%) Microsoft Intune
3 206 (3.16%) Kubernetes
4 137 (2.10%) Ansible
5 73 (1.12%) Grafana
6 63 (0.97%) SCCM
7 44 (0.67%) Prometheus
8 42 (0.64%) BMC PATROL
9 30 (0.46%) Single Sign-On
10 21 (0.32%) Active Directory Federation Services
11 20 (0.31%) Nagios
12 19 (0.29%) Jamf Pro
13 15 (0.23%) vCenter Server
14 14 (0.21%) Argo
14 14 (0.21%) Cisco CUCM
15 12 (0.18%) FortiGate
15 12 (0.18%) Kibana
16 11 (0.17%) Nessus
17 10 (0.15%) Nmap
18 9 (0.14%) ZABBIX
Vendors
1 1,685 (25.82%) Microsoft
2 383 (5.87%) SAP
3 296 (4.54%) VMware
4 263 (4.03%) Oracle
5 163 (2.50%) Salesforce
6 159 (2.44%) Veeam
7 146 (2.24%) Google
8 145 (2.22%) Cisco
8 145 (2.22%) Splunk
9 143 (2.19%) SolarWinds
10 123 (1.88%) ServiceNow
11 104 (1.59%) Adobe
12 101 (1.55%) Databricks
13 99 (1.52%) Tanium
14 98 (1.50%) Brocade
14 98 (1.50%) Nimble Storage
15 69 (1.06%) Apple
16 58 (0.89%) Dell
17 56 (0.86%) Sage
18 51 (0.78%) HubSpot