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

6 months to
18 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 6,471 7,235 12,286
As % of all permanent jobs in England 8.41% 19.47% 14.91%
As % of the Processes & Methodologies category 11.14% 20.92% 17.35%
Number of salaries quoted 4,490 4,528 8,539
10th Percentile £27,250 £28,500 £26,097
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £54,125 £50,000
Median % change year-on-year -12.24% +8.25% -9.09%
75th Percentile £68,750 £75,000 £68,750
90th Percentile £87,500 £90,000 £85,000
UK median annual salary £47,500 £53,300 £50,000
% change year-on-year -10.88% +6.60% -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 58,111 34,588 70,802
As % of all permanent jobs advertised in England 75.51% 93.07% 85.92%
Number of salaries quoted 36,574 20,539 53,747
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 £103,750 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.51%

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 18 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 18 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 1,965 £67,500 +3.85% 938
North of England -18 1,302 £42,500 -7.61% 625
South East -7 1,189 £45,000 -11.71% 769
Midlands -22 901 £38,250 -19.47% 488
North West -16 673 £42,500 -11.46% 327
South West -7 554 £43,500 -4.40% 306
West Midlands -24 533 £42,500 -17.74% 273
Yorkshire -9 500 £40,000 -4.76% 210
East of England -9 455 £40,000 -20.00% 301
East Midlands -5 365 £35,000 -11.95% 215
North East -13 129 £48,445 +7.65% 100
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
1 338 (5.22%) Microsoft Exchange
2 289 (4.47%) SharePoint
3 71 (1.10%) Confluence
4 56 (0.87%) Apache
5 55 (0.85%) CMS
6 45 (0.70%) Apache Airflow
7 36 (0.56%) Apache Spark
8 28 (0.43%) 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 7 (0.11%) Anypoint
17 5 (0.077%) OpenStack
17 5 (0.077%) Oracle SOA Suite
17 5 (0.077%) Skype for Business
Applications
1 433 (6.69%) Microsoft Office
2 348 (5.38%) Microsoft Excel
3 65 (1.00%) Microsoft PowerPoint
4 42 (0.65%) Spreadsheet
5 37 (0.57%) MS Visio
6 29 (0.45%) 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 Premiere
Business Applications
1 59 (0.91%) Dynamics CRM
2 52 (0.80%) SAP S/4HANA
3 34 (0.53%) NetSuite
4 21 (0.32%) Salesforce CRM
5 17 (0.26%) Shopify
6 16 (0.25%) Dynamics NAV
7 15 (0.23%) Endur
7 15 (0.23%) SAP CO
8 13 (0.20%) Magento
8 13 (0.20%) Maximo
9 12 (0.19%) iTrent
10 10 (0.15%) SAP ERP
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
12 7 (0.11%) Dynamics AX
12 7 (0.11%) Q-Pulse
12 7 (0.11%) Sage 200
12 7 (0.11%) Sage X3
Cloud Services
1 1,364 (21.08%) Azure
2 983 (15.19%) Microsoft 365
3 802 (12.39%) AWS
4 484 (7.48%) Power Platform
5 345 (5.33%) SaaS
6 299 (4.62%) GCP
7 275 (4.25%) Entra ID
8 177 (2.74%) GitHub
8 177 (2.74%) Serverless
9 163 (2.52%) Azure DevOps
10 128 (1.98%) Power Automate
11 111 (1.72%) Dynamics 365
12 97 (1.50%) Amazon S3
13 89 (1.38%) Google Workspace
14 85 (1.31%) GitHub Actions
15 84 (1.30%) AWS Lambda
16 83 (1.28%) Azure Data Factory
17 82 (1.27%) AWS CloudFormation
18 78 (1.21%) PowerApps
19 76 (1.17%) PaaS
Communications & Networking
1 394 (6.09%) DNS
2 377 (5.83%) Firewall
3 339 (5.24%) DHCP
4 257 (3.97%) VPN
5 221 (3.42%) WAN
6 207 (3.20%) Wi-Fi
7 201 (3.11%) TCP/IP
8 189 (2.92%) LAN
9 177 (2.74%) Broadband
10 116 (1.79%) VLAN
11 106 (1.64%) Wireless
12 93 (1.44%) VoIP
13 67 (1.04%) SD-WAN
14 61 (0.94%) Network Security
15 48 (0.74%) SAN
16 40 (0.62%) Internet
17 31 (0.48%) BGP
17 31 (0.48%) HTTP
18 30 (0.46%) Structured Cabling
19 29 (0.45%) OSPF
Database & Business Intelligence
1 407 (6.29%) Power BI
2 275 (4.25%) SQL Server
3 129 (1.99%) Data Warehouse
4 123 (1.90%) Tableau
5 119 (1.84%) NoSQL
6 102 (1.58%) PostgreSQL
7 97 (1.50%) Relational Database
8 84 (1.30%) Amazon RDS
9 78 (1.21%) MySQL
10 72 (1.11%) SQL Server Reporting Services
11 57 (0.88%) Power Query
12 56 (0.87%) SQL Server Integration Services
13 55 (0.85%) MongoDB
14 52 (0.80%) DynamoDB
15 46 (0.71%) Azure SQL Database
16 45 (0.70%) Amazon Redshift
17 42 (0.65%) Metadata
18 39 (0.60%) Big Data
18 39 (0.60%) Data Lake
19 26 (0.40%) BigQuery
Development Applications
1 276 (4.27%) Git
2 217 (3.35%) JIRA
3 116 (1.79%) Jenkins
4 103 (1.59%) GitLab
5 45 (0.70%) Selenium
6 26 (0.40%) 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 18 (0.28%) Bitbucket
10 18 (0.28%) Burp Suite
10 18 (0.28%) Chocolatey
10 18 (0.28%) Metasploit
11 17 (0.26%) CircleCI
12 15 (0.23%) TeamCity
13 14 (0.22%) JUnit
14 13 (0.20%) LabVIEW
15 11 (0.17%) Robot Framework
General
1 3,092 (47.78%) Social Skills
2 1,950 (30.13%) Analytical Skills
3 1,405 (21.71%) Finance
4 449 (6.94%) Organisational Skills
5 369 (5.70%) Inclusion and Diversity
6 351 (5.42%) Marketing
7 316 (4.88%) Manufacturing
8 308 (4.76%) Retail
9 305 (4.71%) Law
10 303 (4.68%) Banking
11 288 (4.45%) Legal
12 285 (4.40%) Public Sector
13 161 (2.49%) Presentation Skills
14 155 (2.40%) Telecoms
15 147 (2.27%) Electronics
16 103 (1.59%) Documentation Skills
17 87 (1.34%) Games
18 83 (1.28%) Automotive
19 78 (1.21%) Advertising
20 76 (1.17%) Influencing Skills
Job Titles
1 927 (14.33%) Analyst
2 791 (12.22%) Senior
3 718 (11.10%) IT Support
4 618 (9.55%) Support Engineer
5 568 (8.78%) Developer
6 407 (6.29%) Lead
7 395 (6.10%) IT Engineer
8 319 (4.93%) IT Support Engineer
9 287 (4.44%) Support Analyst
10 251 (3.88%) Consultant
11 219 (3.38%) Architect
12 218 (3.37%) Support Technician
13 197 (3.04%) Business Analyst
14 194 (3.00%) Software Engineer
15 193 (2.98%) Infrastructure Engineer
16 190 (2.94%) 2nd Line Support
17 181 (2.80%) Systems Engineer
18 180 (2.78%) Technical Support
19 166 (2.57%) IT Technician
20 148 (2.29%) IT Support Technician
Libraries, Frameworks & Software Standards
1 247 (3.82%) React
2 241 (3.72%) .NET
3 217 (3.35%) HTML
4 181 (2.80%) CSS
5 146 (2.26%) Node.js
6 141 (2.18%) REST
7 124 (1.92%) RESTful
8 80 (1.24%) Middleware
9 74 (1.14%) JSON
10 73 (1.13%) SOAP
11 71 (1.10%) Spring
12 67 (1.04%) XML
13 66 (1.02%) Vue
14 63 (0.97%) Kafka
15 62 (0.96%) AngularJS
16 59 (0.91%) Django
17 54 (0.83%) Flask
18 52 (0.80%) Web Services
19 50 (0.77%) gRPC
19 50 (0.77%) OAuth
Miscellaneous
1 431 (6.66%) Onboarding
2 414 (6.40%) Driving Licence
3 358 (5.53%) Self-Motivation
4 204 (3.15%) Management Information System
5 185 (2.86%) Cloud Native
6 164 (2.53%) Product Ownership
7 162 (2.50%) Analytical Mindset
8 154 (2.38%) Distributed Systems
9 143 (2.21%) Data Centre
10 124 (1.92%) Legacy Systems
11 102 (1.58%) Enterprise Software
12 92 (1.42%) Mobile App
13 91 (1.41%) Social Media
14 85 (1.31%) Data Structures
15 73 (1.13%) 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 53 (0.82%) IoT
Operating Systems
1 1,066 (16.47%) Windows
2 410 (6.34%) Windows Server
3 402 (6.21%) Linux
4 175 (2.70%) 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 50 (0.77%) 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 22 (0.34%) VMS
16 20 (0.31%) Windows 7
17 17 (0.26%) Mac OS X
18 11 (0.17%) Debian
19 10 (0.15%) Windows 8
20 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,171 (18.10%) Continuous Improvement
2 1,027 (15.87%) Agile
3 954 (14.74%) Customer Service
4 691 (10.68%) Mentoring
5 679 (10.49%) Decision-Making
6 678 (10.48%) AI
7 675 (10.43%) CI/CD
8 648 (10.01%) Analytics
9 612 (9.46%) DevOps
10 589 (9.10%) ITIL
11 537 (8.30%) Business Intelligence
12 529 (8.17%) Project Management
13 500 (7.73%) Stakeholder Management
14 494 (7.63%) Computer Science
15 472 (7.29%) Software Engineering
16 437 (6.75%) Roadmaps
17 434 (6.71%) Cybersecurity
18 419 (6.48%) Coaching
19 357 (5.52%) CRM
20 354 (5.47%) Process Improvement
Programming Languages
1 993 (15.35%) Python
2 892 (13.78%) SQL
3 428 (6.61%) JavaScript
4 342 (5.29%) Java
5 301 (4.65%) PowerShell
6 263 (4.06%) C#
7 189 (2.92%) TypeScript
8 156 (2.41%) Bash
9 94 (1.45%) C++
10 92 (1.42%) Go
11 82 (1.27%) Data Analysis Expressions
12 79 (1.22%) PHP
13 65 (1.00%) Scala
14 54 (0.83%) C
15 42 (0.65%) T-SQL
16 39 (0.60%) Kotlin
17 36 (0.56%) Bicep
18 34 (0.53%) Rust
19 32 (0.49%) Apex Code
20 31 (0.48%) R
Qualifications
1 1,232 (19.04%) Degree
2 446 (6.89%) Security Cleared
3 278 (4.30%) SC Cleared
4 251 (3.88%) Computer Science Degree
5 199 (3.08%) DBS Check
6 182 (2.81%) Microsoft Certification
7 128 (1.98%) Master's Degree
8 110 (1.70%) CISSP
8 110 (1.70%) DV Cleared
9 96 (1.48%) Cisco Certification
10 86 (1.33%) A+ Certification
11 84 (1.30%) BPSS Clearance
12 80 (1.24%) ACCA
13 79 (1.22%) PMI Certification
14 69 (1.07%) CIMA
15 67 (1.04%) CCNA
16 64 (0.99%) PMP
17 59 (0.91%) Network+ Certification
18 57 (0.88%) AWS Certification
19 55 (0.85%) Azure Certification
Quality Assurance & Compliance
1 313 (4.84%) QA
2 305 (4.71%) Data Quality
3 252 (3.89%) GDPR
4 165 (2.55%) SLA
5 158 (2.44%) ISO/IEC 27001
6 151 (2.33%) Cyber Essentials
7 137 (2.12%) NIST
8 125 (1.93%) PCI DSS
9 104 (1.61%) Accessibility
10 49 (0.76%) Cyber Essentials PLUS
11 34 (0.53%) SOC 2
12 32 (0.49%) ISO 9001
13 29 (0.45%) Actionable Recommendations
14 28 (0.43%) PMO
15 24 (0.37%) COBIT
15 24 (0.37%) GRC
16 14 (0.22%) GMP
17 10 (0.15%) HIPAA
17 10 (0.15%) ISO/IEC 20000
17 10 (0.15%) Sarbanes-Oxley
System Software
1 714 (11.03%) Active Directory
2 306 (4.73%) Docker
3 207 (3.20%) Hyper-V
4 168 (2.60%) VMware Infrastructure
5 56 (0.87%) Terminal Server
6 37 (0.57%) Virtual Desktop
7 35 (0.54%) 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 8 (0.12%) IAG
14 7 (0.11%) XenApp
15 5 (0.077%) Slurm Workload Manager
15 5 (0.077%) Virtual Servers
16 4 (0.062%) Microsoft Virtual Server
17 3 (0.046%) Embedded Firmware
17 3 (0.046%) VMware NSX
18 2 (0.031%) BitLocker
Systems Management
1 303 (4.68%) Terraform
2 246 (3.80%) Microsoft Intune
3 235 (3.63%) Kubernetes
4 157 (2.43%) Ansible
5 94 (1.45%) Grafana
6 84 (1.30%) SCCM
7 52 (0.80%) 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 16 (0.25%) Autotask
12 16 (0.25%) Jamf Pro
13 15 (0.23%) Argo
14 13 (0.20%) FortiGate
14 13 (0.20%) Nessus
14 13 (0.20%) Puppet
14 13 (0.20%) vCenter Server
15 12 (0.19%) Cisco CUCM
Vendors
1 1,669 (25.79%) Microsoft
2 263 (4.06%) VMware
3 186 (2.87%) Oracle
4 165 (2.55%) SAP
5 164 (2.53%) Google
6 146 (2.26%) ServiceNow
7 139 (2.15%) Cisco
8 132 (2.04%) Salesforce
9 119 (1.84%) SolarWinds
10 117 (1.81%) Databricks
11 109 (1.68%) Splunk
11 109 (1.68%) Veeam
12 82 (1.27%) Apple
13 78 (1.21%) Adobe
14 73 (1.13%) 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