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

6 months to
22 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 6,460 7,277 12,276
As % of all permanent jobs in England 8.28% 19.42% 14.90%
As % of the Processes & Methodologies category 10.99% 20.88% 17.37%
Number of salaries quoted 4,509 4,582 8,470
10th Percentile £27,290 £28,250 £26,045
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -9.09%
75th Percentile £68,750 £73,886 £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 58,792 34,849 70,673
As % of all permanent jobs advertised in England 75.40% 92.99% 85.78%
Number of salaries quoted 37,008 20,692 53,458
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% -10.57%

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 22 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 22 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% 939
North of England -17 1,300 £42,500 -7.61% 598
South East -8 1,177 £45,000 -10.00% 743
Midlands -23 905 £40,000 -11.11% 475
North West -15 670 £42,500 -11.16% 324
South West -7 548 £43,500 -3.33% 290
West Midlands -24 542 £42,500 -15.00% 271
Yorkshire -10 500 £38,750 -7.74% 195
East of England -8 460 £40,339 -19.32% 288
East Midlands -6 360 £35,000 -9.09% 204
North East -12 130 £48,472 +7.72% 89
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 (5.19%) Microsoft Exchange
2 294 (4.55%) SharePoint
3 71 (1.10%) Confluence
4 55 (0.85%) Apache
5 53 (0.82%) CMS
6 44 (0.68%) Apache Airflow
7 34 (0.53%) Apache Spark
8 29 (0.45%) WordPress
9 28 (0.43%) IIS
10 15 (0.23%) 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
2 345 (5.34%) 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%) Fusion 360
10 9 (0.14%) Maya
11 8 (0.12%) AutoCAD
12 4 (0.062%) Adobe XD
13 3 (0.046%) Elementor
13 3 (0.046%) Simulink
13 3 (0.046%) SOLIDWORKS
13 3 (0.046%) Trello
14 2 (0.031%) Adobe Captivate
14 2 (0.031%) Adobe Premiere
Business Applications
1 56 (0.87%) Dynamics CRM
2 50 (0.77%) SAP S/4HANA
3 33 (0.51%) NetSuite
4 21 (0.33%) Salesforce CRM
5 17 (0.26%) Shopify
6 15 (0.23%) 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 1,352 (20.93%) Azure
2 977 (15.12%) Microsoft 365
3 803 (12.43%) AWS
4 486 (7.52%) Power Platform
5 343 (5.31%) SaaS
6 296 (4.58%) GCP
7 274 (4.24%) Entra ID
8 180 (2.79%) Serverless
9 176 (2.72%) GitHub
10 164 (2.54%) Azure DevOps
11 125 (1.93%) Power Automate
12 110 (1.70%) Dynamics 365
13 96 (1.49%) Amazon S3
14 86 (1.33%) Google Workspace
15 85 (1.32%) GitHub Actions
16 84 (1.30%) AWS Lambda
16 84 (1.30%) Azure Data Factory
17 80 (1.24%) PowerApps
18 79 (1.22%) AWS CloudFormation
19 75 (1.16%) PaaS
Communications & Networking
1 386 (5.98%) DNS
2 378 (5.85%) Firewall
3 330 (5.11%) DHCP
4 256 (3.96%) VPN
5 221 (3.42%) WAN
6 205 (3.17%) Wi-Fi
7 197 (3.05%) TCP/IP
8 190 (2.94%) LAN
9 180 (2.79%) Broadband
10 115 (1.78%) VLAN
11 113 (1.75%) Wireless
12 95 (1.47%) VoIP
13 67 (1.04%) SD-WAN
14 62 (0.96%) Network Security
15 48 (0.74%) SAN
16 40 (0.62%) Internet
17 32 (0.50%) HTTP
18 30 (0.46%) BGP
19 29 (0.45%) OSPF
20 28 (0.43%) Structured Cabling
Database & Business Intelligence
1 408 (6.32%) Power BI
2 285 (4.41%) SQL Server
3 127 (1.97%) Data Warehouse
4 119 (1.84%) NoSQL
5 116 (1.80%) Tableau
6 100 (1.55%) PostgreSQL
7 93 (1.44%) Relational Database
8 80 (1.24%) MySQL
9 76 (1.18%) Amazon RDS
10 75 (1.16%) SQL Server Reporting Services
11 57 (0.88%) SQL Server Integration Services
12 56 (0.87%) MongoDB
12 56 (0.87%) Power Query
13 52 (0.80%) DynamoDB
14 49 (0.76%) 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
1 275 (4.26%) Git
2 218 (3.37%) JIRA
3 115 (1.78%) Jenkins
4 103 (1.59%) GitLab
5 42 (0.65%) Selenium
6 25 (0.39%) Visual Studio
7 23 (0.36%) Cucumber
8 22 (0.34%) Cypress.io
9 21 (0.33%) Maven
9 21 (0.33%) Rational DOORS
10 20 (0.31%) SonarQube
11 18 (0.28%) 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 3,074 (47.59%) Social Skills
2 1,938 (30.00%) Analytical Skills
3 1,396 (21.61%) Finance
4 444 (6.87%) Organisational Skills
5 367 (5.68%) Inclusion and Diversity
6 349 (5.40%) Marketing
7 312 (4.83%) Manufacturing
8 306 (4.74%) Retail
9 303 (4.69%) Law
10 301 (4.66%) Banking
11 281 (4.35%) Legal
11 281 (4.35%) Public Sector
12 161 (2.49%) Presentation Skills
13 153 (2.37%) Telecoms
14 144 (2.23%) Electronics
15 102 (1.58%) Documentation Skills
16 86 (1.33%) Games
17 82 (1.27%) Automotive
18 79 (1.22%) Advertising
19 76 (1.18%) Influencing Skills
Job Titles
1 916 (14.18%) Analyst
2 790 (12.23%) Senior
3 707 (10.94%) IT Support
4 625 (9.67%) Support Engineer
5 573 (8.87%) Developer
6 403 (6.24%) Lead
7 391 (6.05%) IT Engineer
8 314 (4.86%) IT Support Engineer
9 283 (4.38%) Support Analyst
10 248 (3.84%) Consultant
11 222 (3.44%) Architect
12 221 (3.42%) Support Technician
13 198 (3.07%) Business Analyst
14 194 (3.00%) Software Engineer
15 193 (2.99%) Infrastructure Engineer
16 187 (2.89%) 2nd Line Support
17 185 (2.86%) Technical Support
18 172 (2.66%) Systems Engineer
19 167 (2.59%) IT Technician
20 150 (2.32%) Administrator
Libraries, Frameworks & Software Standards
1 247 (3.82%) React
2 242 (3.75%) .NET
3 217 (3.36%) HTML
4 182 (2.82%) CSS
5 147 (2.28%) Node.js
6 142 (2.20%) REST
7 126 (1.95%) RESTful
8 82 (1.27%) Middleware
9 75 (1.16%) JSON
10 74 (1.15%) SOAP
11 71 (1.10%) Spring
12 68 (1.05%) XML
13 66 (1.02%) Vue
14 62 (0.96%) Kafka
15 60 (0.93%) AngularJS
16 58 (0.90%) Django
17 54 (0.84%) Web Services
18 53 (0.82%) Flask
19 52 (0.80%) OAuth
20 50 (0.77%) Spring Boot
Miscellaneous
1 425 (6.58%) Onboarding
2 412 (6.38%) Driving Licence
3 354 (5.48%) Self-Motivation
4 205 (3.17%) Management Information System
5 188 (2.91%) Cloud Native
6 166 (2.57%) Analytical Mindset
7 165 (2.55%) Product Ownership
8 155 (2.40%) Distributed Systems
9 142 (2.20%) Data Centre
10 117 (1.81%) Legacy Systems
11 102 (1.58%) Enterprise Software
12 93 (1.44%) Mobile App
13 91 (1.41%) Social Media
14 84 (1.30%) Data Structures
15 71 (1.10%) Low-Code
16 67 (1.04%) Security Posture
17 64 (0.99%) Algorithms
18 58 (0.90%) Video\Live Streaming
19 56 (0.87%) Virtual Team
20 55 (0.85%) IoT
Operating Systems
1 1,049 (16.24%) Windows
2 403 (6.24%) Windows Server
3 396 (6.13%) Linux
4 174 (2.69%) Windows 10
5 108 (1.67%) Windows Server 2016
6 106 (1.64%) Android
7 90 (1.39%) Apple iOS
8 87 (1.35%) Mac OS
9 55 (0.85%) Windows Server 2019
10 52 (0.80%) Unix
11 42 (0.65%) Red Hat Enterprise Linux
12 36 (0.56%) Windows Server 2012
13 33 (0.51%) CentOS
14 28 (0.43%) Ubuntu
15 25 (0.39%) VMS
16 19 (0.29%) Windows 7
17 16 (0.25%) Mac OS X
18 11 (0.17%) Debian
19 9 (0.14%) Windows 8
20 8 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,186 (18.36%) Continuous Improvement
2 1,021 (15.80%) Agile
3 942 (14.58%) Customer Service
4 684 (10.59%) Decision-Making
5 681 (10.54%) CI/CD
6 677 (10.48%) Mentoring
7 676 (10.46%) AI
8 638 (9.88%) Analytics
9 618 (9.57%) DevOps
10 586 (9.07%) ITIL
11 533 (8.25%) Project Management
12 531 (8.22%) Business Intelligence
13 502 (7.77%) Stakeholder Management
14 493 (7.63%) Computer Science
15 476 (7.37%) Software Engineering
16 440 (6.81%) Cybersecurity
16 440 (6.81%) Roadmaps
17 420 (6.50%) Coaching
18 355 (5.50%) Collaborative Working
19 353 (5.46%) CRM
Programming Languages
1 982 (15.20%) Python
2 898 (13.90%) SQL
3 422 (6.53%) JavaScript
4 343 (5.31%) Java
5 302 (4.67%) PowerShell
6 258 (3.99%) C#
7 191 (2.96%) TypeScript
8 154 (2.38%) Bash
9 91 (1.41%) Go
10 90 (1.39%) C++
11 81 (1.25%) 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 1,213 (18.78%) Degree
2 427 (6.61%) Security Cleared
3 265 (4.10%) SC Cleared
4 250 (3.87%) Computer Science Degree
5 205 (3.17%) DBS Check
6 182 (2.82%) Microsoft Certification
7 127 (1.97%) Master's Degree
8 114 (1.76%) CISSP
9 107 (1.66%) 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 77 (1.19%) ACCA
15 67 (1.04%) CCNA
15 67 (1.04%) CIMA
16 65 (1.01%) PMP
17 60 (0.93%) Network+ Certification
18 56 (0.87%) AWS Certification
19 52 (0.80%) Azure Certification
Quality Assurance & Compliance
1 314 (4.86%) QA
2 300 (4.64%) Data Quality
3 257 (3.98%) GDPR
4 167 (2.59%) SLA
5 161 (2.49%) ISO/IEC 27001
6 147 (2.28%) Cyber Essentials
7 141 (2.18%) NIST
8 119 (1.84%) PCI DSS
9 104 (1.61%) Accessibility
10 50 (0.77%) Cyber Essentials PLUS
11 34 (0.53%) SOC 2
12 33 (0.51%) ISO 9001
13 30 (0.46%) Actionable Recommendations
14 27 (0.42%) GRC
14 27 (0.42%) PMO
15 26 (0.40%) COBIT
16 14 (0.22%) GMP
17 11 (0.17%) ISO/IEC 20000
17 11 (0.17%) Sarbanes-Oxley
17 11 (0.17%) TickIT
System Software
1 707 (10.94%) Active Directory
2 302 (4.67%) Docker
3 197 (3.05%) Hyper-V
4 166 (2.57%) VMware Infrastructure
5 49 (0.76%) Terminal Server
6 37 (0.57%) 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
1 299 (4.63%) Terraform
2 243 (3.76%) Microsoft Intune
3 229 (3.54%) Kubernetes
4 155 (2.40%) Ansible
5 92 (1.42%) Grafana
6 83 (1.28%) SCCM
7 51 (0.79%) Prometheus
8 30 (0.46%) Nagios
9 29 (0.45%) Single Sign-On
10 24 (0.37%) Active Directory Federation Services
11 20 (0.31%) BMC PATROL
12 19 (0.29%) Kibana
13 15 (0.23%) Argo
13 15 (0.23%) Autotask
14 14 (0.22%) Jamf Pro
15 13 (0.20%) Puppet
15 13 (0.20%) vCenter Server
16 12 (0.19%) Cisco CUCM
16 12 (0.19%) Nessus
17 11 (0.17%) FortiGate
Vendors
1 1,671 (25.87%) Microsoft
2 254 (3.93%) VMware
3 185 (2.86%) Oracle
4 159 (2.46%) Google
5 158 (2.45%) SAP
6 148 (2.29%) ServiceNow
7 139 (2.15%) Cisco
8 133 (2.06%) Salesforce
9 117 (1.81%) Databricks
10 115 (1.78%) SolarWinds
11 104 (1.61%) Veeam
12 101 (1.56%) Splunk
13 82 (1.27%) Apple
14 79 (1.22%) Adobe
15 70 (1.08%) Dell
16 58 (0.90%) Red Hat
17 50 (0.77%) Tanium
18 49 (0.76%) Brocade
18 49 (0.76%) Nimble Storage
19 48 (0.74%) Dynatrace