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

6 months to
13 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 6,313 7,343 11,288
As % of all permanent jobs in England 9.68% 18.74% 15.25%
As % of the Processes & Methodologies category 12.40% 20.01% 17.48%
Number of salaries quoted 4,404 4,208 8,024
10th Percentile £26,875 £29,250 £26,250
25th Percentile £31,250 £38,750 £33,575
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 £76,000 £69,375
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 50,928 36,703 64,580
As % of all permanent jobs advertised in England 78.09% 93.67% 87.25%
Number of salaries quoted 31,528 20,155 50,498
10th Percentile £29,750 £32,500 £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% -11.41%

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 13 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 13 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 1,911 £67,500 +3.85% 999
North of England -18 1,306 £41,500 -12.63% 655
South East -5 1,188 £43,500 -14.65% 844
Midlands -18 848 £37,500 -25.00% 456
North West -17 668 £45,000 -10.00% 365
South West -4 542 £43,500 -13.00% 324
Yorkshire -6 505 £35,000 -19.54% 217
West Midlands -20 503 £42,500 -22.73% 268
East of England -9 416 £40,000 -20.00% 270
East Midlands -2 342 £35,000 -11.95% 186
North East -7 133 £45,000 - 86
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
1 324 (5.13%) Microsoft Exchange
2 283 (4.48%) SharePoint
3 79 (1.25%) Confluence
4 57 (0.90%) Apache
5 56 (0.89%) CMS
6 45 (0.71%) IIS
7 44 (0.70%) Apache Airflow
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%) Anypoint
14 8 (0.13%) Oracle SOA Suite
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%) Moodle
Applications
1 440 (6.97%) Microsoft Office
2 339 (5.37%) Microsoft Excel
3 72 (1.14%) Microsoft PowerPoint
4 38 (0.60%) Spreadsheet
5 32 (0.51%) MS Visio
6 27 (0.43%) Microsoft Project
7 18 (0.29%) Maya
8 17 (0.27%) AutoCAD
9 13 (0.21%) Photoshop
10 10 (0.16%) Adobe Illustrator
10 10 (0.16%) SOLIDWORKS
11 8 (0.13%) Adobe Creative Suite
11 8 (0.13%) Chatbot
12 5 (0.079%) Adobe XD
13 4 (0.063%) Fusion 360
13 4 (0.063%) Trello
14 3 (0.048%) CATIA
14 3 (0.048%) Elementor
14 3 (0.048%) InDesign
14 3 (0.048%) Simulink
Business Applications
1 59 (0.93%) Dynamics CRM
2 46 (0.73%) SAP S/4HANA
3 32 (0.51%) 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%) Oracle Payables
9 7 (0.11%) Oracle Receivables
9 7 (0.11%) Payment Gateway
9 7 (0.11%) Q-Pulse
9 7 (0.11%) Sage 200
10 6 (0.095%) SAP Hybris
Cloud Services
1 1,361 (21.56%) Azure
2 966 (15.30%) Microsoft 365
3 767 (12.15%) AWS
4 450 (7.13%) Power Platform
5 376 (5.96%) SaaS
6 277 (4.39%) Entra ID
7 269 (4.26%) GCP
8 170 (2.69%) Azure DevOps
9 165 (2.61%) GitHub
10 162 (2.57%) Serverless
11 125 (1.98%) Power Automate
12 102 (1.62%) Dynamics 365
13 94 (1.49%) Google Workspace
14 89 (1.41%) Amazon S3
15 83 (1.31%) PowerApps
16 81 (1.28%) AWS Lambda
17 80 (1.27%) AWS CloudFormation
18 74 (1.17%) GitHub Actions
19 70 (1.11%) PaaS
20 69 (1.09%) Azure Data Factory
Communications & Networking
1 404 (6.40%) DNS
2 379 (6.00%) Firewall
3 340 (5.39%) DHCP
4 236 (3.74%) VPN
5 211 (3.34%) TCP/IP
6 210 (3.33%) WAN
7 201 (3.18%) Wi-Fi
8 175 (2.77%) LAN
9 159 (2.52%) Broadband
10 124 (1.96%) VLAN
11 91 (1.44%) Wireless
12 88 (1.39%) VoIP
13 68 (1.08%) SD-WAN
14 50 (0.79%) Network Security
15 48 (0.76%) Remote Desktop
16 45 (0.71%) Internet
17 42 (0.67%) SAN
18 31 (0.49%) Structured Cabling
19 29 (0.46%) BGP
20 28 (0.44%) Unified Communications
Database & Business Intelligence
1 370 (5.86%) Power BI
2 275 (4.36%) SQL Server
3 137 (2.17%) Data Warehouse
4 124 (1.96%) Tableau
5 119 (1.88%) NoSQL
6 114 (1.81%) Relational Database
7 108 (1.71%) PostgreSQL
8 93 (1.47%) Amazon RDS
9 90 (1.43%) MySQL
10 66 (1.05%) SQL Server Reporting Services
11 55 (0.87%) MongoDB
12 52 (0.82%) Amazon Redshift
13 49 (0.78%) Metadata
13 49 (0.78%) SQL Server Integration Services
14 47 (0.74%) DynamoDB
15 46 (0.73%) Power Query
16 44 (0.70%) Data Lake
17 43 (0.68%) Azure SQL Database
18 38 (0.60%) Big Data
19 26 (0.41%) Redis
Development Applications
1 279 (4.42%) Git
2 232 (3.67%) JIRA
3 103 (1.63%) Jenkins
4 98 (1.55%) GitLab
5 52 (0.82%) Selenium
6 29 (0.46%) Visual Studio
7 23 (0.36%) 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 (0.29%) Robot Framework
11 16 (0.25%) CircleCI
11 16 (0.25%) Octopus Deploy
12 15 (0.24%) Bitbucket
12 15 (0.24%) Cucumber
12 15 (0.24%) JUnit
12 15 (0.24%) SonarQube
13 14 (0.22%) Snyk
General
1 3,159 (50.04%) Social Skills
2 1,908 (30.22%) Analytical Skills
3 1,412 (22.37%) Finance
4 439 (6.95%) Organisational Skills
5 358 (5.67%) Marketing
6 325 (5.15%) Inclusion and Diversity
7 306 (4.85%) Retail
8 298 (4.72%) Law
9 293 (4.64%) Banking
9 293 (4.64%) Legal
10 287 (4.55%) Public Sector
11 267 (4.23%) Manufacturing
12 170 (2.69%) Presentation Skills
13 166 (2.63%) Telecoms
14 134 (2.12%) Electronics
15 104 (1.65%) Documentation Skills
15 104 (1.65%) Games
16 88 (1.39%) Financial Institution
17 80 (1.27%) Influencing Skills
18 78 (1.24%) Automotive
Job Titles
1 952 (15.08%) Analyst
2 745 (11.80%) IT Support
3 732 (11.60%) Senior
4 641 (10.15%) Support Engineer
5 589 (9.33%) Developer
6 365 (5.78%) IT Engineer
7 362 (5.73%) Lead
8 318 (5.04%) Support Analyst
9 309 (4.89%) IT Support Engineer
10 245 (3.88%) Consultant
11 222 (3.52%) Business Analyst
12 218 (3.45%) Technical Support
13 207 (3.28%) Architect
14 201 (3.18%) Support Technician
15 199 (3.15%) 2nd Line Support
16 168 (2.66%) Infrastructure Engineer
16 168 (2.66%) Software Engineer
17 158 (2.50%) Technical Engineer
18 157 (2.49%) IT Analyst
19 148 (2.34%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 258 (4.09%) .NET
2 250 (3.96%) React
3 211 (3.34%) HTML
4 169 (2.68%) CSS
5 154 (2.44%) Node.js
6 122 (1.93%) REST
7 110 (1.74%) RESTful
8 73 (1.16%) AngularJS
9 68 (1.08%) Middleware
10 67 (1.06%) Spring
11 66 (1.05%) Vue
12 65 (1.03%) Kafka
13 58 (0.92%) SOAP
14 57 (0.90%) JSON
15 55 (0.87%) XML
16 52 (0.82%) Django
17 48 (0.76%) Flask
18 47 (0.74%) .NET Framework
19 46 (0.73%) Spring Boot
20 43 (0.68%) ASP.NET
Miscellaneous
1 488 (7.73%) Driving Licence
2 453 (7.18%) Onboarding
3 401 (6.35%) Self-Motivation
4 204 (3.23%) Management Information System
5 173 (2.74%) Cloud Native
6 151 (2.39%) Analytical Mindset
7 139 (2.20%) Legacy Systems
8 132 (2.09%) Product Ownership
9 124 (1.96%) Distributed Systems
10 117 (1.85%) Data Centre
11 108 (1.71%) Enterprise Software
12 100 (1.58%) Mobile App
13 92 (1.46%) Social Media
14 81 (1.28%) Data Structures
15 69 (1.09%) Low-Code
16 59 (0.93%) Algorithms
17 58 (0.92%) Security Posture
18 54 (0.86%) Virtual Team
19 50 (0.79%) EPoS
20 47 (0.74%) Video\Live Streaming
Operating Systems
1 1,103 (17.47%) Windows
2 423 (6.70%) Windows Server
3 395 (6.26%) Linux
4 167 (2.65%) Windows 10
5 116 (1.84%) Windows Server 2016
6 114 (1.81%) Android
7 93 (1.47%) Mac OS
8 78 (1.24%) Apple iOS
9 60 (0.95%) Unix
10 55 (0.87%) Windows Server 2019
11 34 (0.54%) Windows Server 2012
12 33 (0.52%) Red Hat Enterprise Linux
13 24 (0.38%) CentOS
13 24 (0.38%) Windows 7
14 19 (0.30%) Ubuntu
15 15 (0.24%) VMS
16 11 (0.17%) Windows 8
17 10 (0.16%) Mac OS X
18 7 (0.11%) Debian
19 5 (0.079%) Windows Server 2008
Processes & Methodologies
1 1,146 (18.15%) Continuous Improvement
2 1,030 (16.32%) Agile
3 943 (14.94%) Customer Service
4 670 (10.61%) Mentoring
5 637 (10.09%) AI
6 635 (10.06%) Decision-Making
7 632 (10.01%) CI/CD
8 630 (9.98%) Analytics
9 601 (9.52%) DevOps
10 560 (8.87%) ITIL
11 554 (8.78%) Project Management
12 518 (8.21%) Business Intelligence
13 498 (7.89%) Computer Science
14 481 (7.62%) Stakeholder Management
15 433 (6.86%) Cybersecurity
16 425 (6.73%) Software Engineering
17 368 (5.83%) Coaching
18 367 (5.81%) Process Improvement
19 360 (5.70%) CRM
20 359 (5.69%) Roadmaps
Programming Languages
1 947 (15.00%) Python
2 899 (14.24%) SQL
3 421 (6.67%) JavaScript
4 319 (5.05%) PowerShell
5 313 (4.96%) Java
6 279 (4.42%) C#
7 179 (2.84%) TypeScript
8 152 (2.41%) Bash
9 87 (1.38%) PHP
10 78 (1.24%) C++
11 77 (1.22%) Go
12 66 (1.05%) Data Analysis Expressions
13 58 (0.92%) Scala
14 45 (0.71%) T-SQL
15 42 (0.67%) C
16 40 (0.63%) Kotlin
17 36 (0.57%) R
18 33 (0.52%) Apex Code
19 27 (0.43%) Bicep
20 26 (0.41%) Rust
Qualifications
1 1,310 (20.75%) Degree
2 484 (7.67%) Security Cleared
3 301 (4.77%) SC Cleared
4 243 (3.85%) Computer Science Degree
5 185 (2.93%) Microsoft Certification
6 179 (2.84%) DBS Check
7 123 (1.95%) Master's Degree
8 118 (1.87%) DV Cleared
9 103 (1.63%) CISSP
10 87 (1.38%) BPSS Clearance
11 86 (1.36%) Cisco Certification
12 82 (1.30%) ACCA
13 78 (1.24%) A+ Certification
14 72 (1.14%) CIMA
15 62 (0.98%) PMI Certification
16 61 (0.97%) CCNA
16 61 (0.97%) Network+ Certification
17 54 (0.86%) AWS Certification
18 48 (0.76%) ITIL Foundation Certificate
18 48 (0.76%) PMP
Quality Assurance & Compliance
1 298 (4.72%) QA
2 257 (4.07%) Data Quality
3 224 (3.55%) GDPR
4 160 (2.53%) ISO/IEC 27001
5 156 (2.47%) Cyber Essentials
6 133 (2.11%) SLA
7 127 (2.01%) Accessibility
8 122 (1.93%) PCI DSS
9 109 (1.73%) NIST
10 46 (0.73%) 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 21 (0.33%) GRC
16 20 (0.32%) COBIT
17 13 (0.21%) GMP
18 10 (0.16%) Sarbanes-Oxley
18 10 (0.16%) WCAG
19 9 (0.14%) ISO/IEC 20000
System Software
1 736 (11.66%) Active Directory
2 300 (4.75%) Docker
3 229 (3.63%) Hyper-V
4 159 (2.52%) VMware Infrastructure
5 63 (1.00%) Terminal Server
6 29 (0.46%) Virtual Desktop
7 28 (0.44%) Firmware
8 25 (0.40%) Virtual Machines
9 15 (0.24%) vSphere
10 13 (0.21%) KVM
11 11 (0.17%) VMware ESXi
12 10 (0.16%) VMware Workstation
13 7 (0.11%) IAG
14 6 (0.095%) Virtual Servers
14 6 (0.095%) XenApp
15 4 (0.063%) Microsoft Virtual Server
16 2 (0.032%) Slurm Workload Manager
16 2 (0.032%) vCloud
16 2 (0.032%) VMware NSX
17 1 (0.016%) OpenDJ
Systems Management
1 281 (4.45%) Terraform
2 269 (4.26%) Microsoft Intune
3 222 (3.52%) Kubernetes
4 149 (2.36%) Ansible
5 84 (1.33%) Grafana
6 77 (1.22%) SCCM
7 59 (0.93%) Prometheus
8 32 (0.51%) BMC PATROL
9 29 (0.46%) Nagios
10 26 (0.41%) Single Sign-On
11 22 (0.35%) Active Directory Federation Services
12 20 (0.32%) Jamf Pro
13 15 (0.24%) Argo
13 15 (0.24%) Cisco CUCM
14 14 (0.22%) Autotask
15 12 (0.19%) Kibana
15 12 (0.19%) vCenter Server
15 12 (0.19%) ZABBIX
16 11 (0.17%) FortiGate
16 11 (0.17%) Nessus
Vendors
1 1,661 (26.31%) Microsoft
2 268 (4.25%) VMware
3 213 (3.37%) Oracle
4 191 (3.03%) SAP
5 155 (2.46%) Google
6 148 (2.34%) Cisco
7 146 (2.31%) Salesforce
8 128 (2.03%) Veeam
9 124 (1.96%) ServiceNow
10 121 (1.92%) SolarWinds
11 117 (1.85%) Splunk
12 105 (1.66%) Databricks
13 90 (1.43%) Adobe
14 84 (1.33%) Apple
15 64 (1.01%) Tanium
16 63 (1.00%) Brocade
16 63 (1.00%) Nimble Storage
17 56 (0.89%) Dell
18 55 (0.87%) Sage
19 48 (0.76%) Red Hat