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

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 12 4 6
Rank change year-on-year -8 +2 +7
Permanent jobs citing Problem-Solving 6,300 7,796 12,643
As % of all permanent jobs in England 7.78% 20.01% 15.05%
As % of the Processes & Methodologies category 10.53% 21.42% 17.67%
Number of salaries quoted 4,440 4,524 8,475
10th Percentile £27,500 £27,750 £26,128
25th Percentile £31,250 £35,000 £32,750
Median annual salary (50th Percentile) £47,500 £52,000 £50,000
Median % change year-on-year -8.65% +4.00% -9.09%
75th Percentile £70,000 £72,500 £68,000
90th Percentile £87,500 £88,750 £85,000
UK median annual salary £47,500 £51,500 £49,500
% change year-on-year -7.77% +4.04% -10.00%

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 59,806 36,392 71,544
As % of all permanent jobs advertised in England 73.87% 93.41% 85.15%
Number of salaries quoted 39,236 20,177 53,681
10th Percentile £30,000 £30,000 £29,000
25th Percentile £41,250 £41,750 £39,750
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -12.00%
75th Percentile £80,000 £80,000 £73,750
90th Percentile £100,000 £102,500 £93,750
UK median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -10.10%

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 15 May 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 15 May 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 -5 1,902 £70,000 +7.69% 970
North of England -11 1,300 £42,500 -5.56% 649
South East -9 1,137 £46,663 -6.68% 772
Midlands -22 864 £40,000 -11.11% 414
North West -16 675 £45,000 -5.26% 354
South West -8 540 £43,500 +2.35% 285
West Midlands -25 507 £42,500 -11.46% 247
Yorkshire -12 494 £41,500 +3.75% 217
East of England -8 468 £40,839 -7.18% 265
East Midlands -10 354 £35,000 -12.50% 168
North East -17 131 £48,445 +7.65% 85
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
1 328 (5.21%) Microsoft Exchange
2 309 (4.90%) SharePoint
3 68 (1.08%) Confluence
4 61 (0.97%) CMS
5 55 (0.87%) Apache
6 40 (0.63%) Apache Airflow
7 32 (0.51%) Apache Spark
8 29 (0.46%) WordPress
9 28 (0.44%) IIS
10 15 (0.24%) SAS
11 14 (0.22%) Palantir Foundry
12 10 (0.16%) Exchange Server 2013
13 9 (0.14%) Drupal
13 9 (0.14%) nginx
14 8 (0.13%) Exchange Server 2007
14 8 (0.13%) Exchange Server 2010
15 5 (0.079%) OpenStack
15 5 (0.079%) Skype for Business
16 4 (0.063%) Moodle
16 4 (0.063%) Oracle SOA Suite
Applications
1 415 (6.59%) Microsoft Office
2 334 (5.30%) Microsoft Excel
3 54 (0.86%) Microsoft PowerPoint
4 48 (0.76%) Spreadsheet
5 37 (0.59%) MS Visio
6 25 (0.40%) Microsoft Project
7 14 (0.22%) Chatbot
8 9 (0.14%) Adobe Illustrator
8 9 (0.14%) Fusion 360
8 9 (0.14%) Maya
9 8 (0.13%) Adobe Creative Suite
9 8 (0.13%) AutoCAD
10 6 (0.095%) Photoshop
10 6 (0.095%) SOLIDWORKS
11 4 (0.063%) Simulink
12 3 (0.048%) Adobe XD
12 3 (0.048%) Autodesk Inventor
12 3 (0.048%) Trello
13 2 (0.032%) Acrobat
13 2 (0.032%) Sketch
Business Applications
1 60 (0.95%) SAP S/4HANA
2 59 (0.94%) Dynamics CRM
3 32 (0.51%) NetSuite
4 23 (0.37%) Salesforce CRM
5 19 (0.30%) Shopify
6 16 (0.25%) Magento
7 15 (0.24%) Dynamics NAV
8 14 (0.22%) SAP CO
8 14 (0.22%) SAP ERP
9 13 (0.21%) iTrent
10 11 (0.17%) Maximo
10 11 (0.17%) Oracle EBS
11 10 (0.16%) Endur
12 9 (0.14%) Dynamics AX
12 9 (0.14%) Workday HCM
13 7 (0.11%) Elite 3E
13 7 (0.11%) IBM Planning Analytics
13 7 (0.11%) Q-Pulse
13 7 (0.11%) SAP Business One
14 5 (0.079%) SAP PP
Cloud Services
1 1,310 (20.79%) Azure
2 952 (15.11%) Microsoft 365
3 789 (12.52%) AWS
4 472 (7.49%) Power Platform
5 314 (4.98%) SaaS
6 283 (4.49%) GCP
7 260 (4.13%) Entra ID
8 170 (2.70%) Serverless
9 160 (2.54%) Azure DevOps
10 147 (2.33%) GitHub
11 121 (1.92%) Dynamics 365
12 115 (1.83%) Power Automate
13 92 (1.46%) Amazon S3
14 87 (1.38%) PowerApps
15 85 (1.35%) Google Workspace
16 77 (1.22%) AWS Lambda
16 77 (1.22%) GitHub Actions
17 76 (1.21%) PaaS
18 73 (1.16%) IaaS
19 69 (1.10%) AWS CloudFormation
Communications & Networking
1 374 (5.94%) Firewall
2 356 (5.65%) DNS
3 288 (4.57%) DHCP
4 246 (3.90%) VPN
5 212 (3.37%) WAN
6 188 (2.98%) Wi-Fi
7 184 (2.92%) LAN
8 180 (2.86%) TCP/IP
9 171 (2.71%) Broadband
10 117 (1.86%) Wireless
11 111 (1.76%) VLAN
12 93 (1.48%) VoIP
13 65 (1.03%) Network Security
13 65 (1.03%) SD-WAN
14 54 (0.86%) SAN
15 41 (0.65%) Internet
16 39 (0.62%) BGP
17 38 (0.60%) OSPF
18 34 (0.54%) HTTP
19 31 (0.49%) VXLAN
Database & Business Intelligence
1 381 (6.05%) Power BI
2 276 (4.38%) SQL Server
3 117 (1.86%) Data Warehouse
4 105 (1.67%) Tableau
5 101 (1.60%) NoSQL
6 88 (1.40%) PostgreSQL
7 81 (1.29%) MySQL
8 76 (1.21%) Relational Database
9 71 (1.13%) SQL Server Reporting Services
10 65 (1.03%) Amazon RDS
11 63 (1.00%) SQL Server Integration Services
12 57 (0.90%) Power Query
13 48 (0.76%) MongoDB
14 47 (0.75%) Amazon Redshift
15 43 (0.68%) DynamoDB
16 42 (0.67%) Big Data
17 36 (0.57%) Data Lake
18 35 (0.56%) Metadata
19 33 (0.52%) Azure SQL Database
20 26 (0.41%) BigQuery
Development Applications
1 277 (4.40%) Git
2 201 (3.19%) JIRA
3 106 (1.68%) GitLab
4 105 (1.67%) Jenkins
5 33 (0.52%) Selenium
6 26 (0.41%) Rational DOORS
7 22 (0.35%) Maven
8 21 (0.33%) Chocolatey
8 21 (0.33%) Cypress.io
8 21 (0.33%) Visual Studio
9 19 (0.30%) Cucumber
10 18 (0.29%) SonarQube
11 17 (0.27%) CircleCI
12 15 (0.24%) Bitbucket
12 15 (0.24%) Burp Suite
12 15 (0.24%) Metasploit
12 15 (0.24%) TeamCity
13 13 (0.21%) LabVIEW
13 13 (0.21%) SQL Server Management Studio (SSMS)
14 12 (0.19%) JUnit
General
1 2,864 (45.46%) Social Skills
2 1,862 (29.56%) Analytical Skills
3 1,322 (20.98%) Finance
4 409 (6.49%) Organisational Skills
5 368 (5.84%) Inclusion and Diversity
6 329 (5.22%) Marketing
7 321 (5.10%) Manufacturing
8 318 (5.05%) Law
9 271 (4.30%) Banking
10 264 (4.19%) Retail
11 263 (4.17%) Public Sector
12 253 (4.02%) Legal
13 155 (2.46%) Telecoms
14 136 (2.16%) Electronics
15 133 (2.11%) Presentation Skills
16 101 (1.60%) Documentation Skills
17 86 (1.37%) Games
18 85 (1.35%) Influencing Skills
19 80 (1.27%) Advertising
20 68 (1.08%) Aerospace
Job Titles
1 850 (13.49%) Analyst
2 788 (12.51%) Senior
3 645 (10.24%) IT Support
4 578 (9.17%) Developer
5 560 (8.89%) Support Engineer
6 404 (6.41%) Lead
7 383 (6.08%) IT Engineer
8 298 (4.73%) IT Support Engineer
9 260 (4.13%) Consultant
10 240 (3.81%) Support Analyst
11 217 (3.44%) Architect
12 216 (3.43%) Support Technician
13 203 (3.22%) Software Engineer
14 191 (3.03%) Infrastructure Engineer
15 184 (2.92%) Systems Engineer
16 171 (2.71%) Business Analyst
17 163 (2.59%) Technical Support
18 161 (2.56%) IT Technician
19 160 (2.54%) 2nd Line Support
20 150 (2.38%) Administrator
Libraries, Frameworks & Software Standards
1 243 (3.86%) .NET
2 234 (3.71%) React
3 207 (3.29%) HTML
4 176 (2.79%) CSS
5 153 (2.43%) REST
6 131 (2.08%) Node.js
7 115 (1.83%) RESTful
8 88 (1.40%) SOAP
9 84 (1.33%) Middleware
10 74 (1.17%) Spring
11 71 (1.13%) JSON
12 66 (1.05%) XML
13 61 (0.97%) Vue
14 58 (0.92%) AngularJS
14 58 (0.92%) Kafka
15 55 (0.87%) gRPC
16 53 (0.84%) OAuth
16 53 (0.84%) Spring Boot
17 48 (0.76%) EDI
18 46 (0.73%) Web Services
Miscellaneous
1 390 (6.19%) Driving Licence
2 384 (6.10%) Onboarding
3 306 (4.86%) Self-Motivation
4 205 (3.25%) Management Information System
5 199 (3.16%) Cloud Native
6 176 (2.79%) Product Ownership
7 159 (2.52%) Data Centre
8 149 (2.37%) Distributed Systems
9 137 (2.17%) Analytical Mindset
10 110 (1.75%) Legacy Systems
11 93 (1.48%) Enterprise Software
12 91 (1.44%) Mobile App
13 90 (1.43%) Social Media
14 77 (1.22%) Data Structures
15 69 (1.10%) Low-Code
16 65 (1.03%) Algorithms
17 63 (1.00%) Virtual Team
18 61 (0.97%) Security Posture
19 58 (0.92%) Video\Live Streaming
20 52 (0.83%) IoT
Operating Systems
1 969 (15.38%) Windows
2 389 (6.17%) Linux
3 379 (6.02%) Windows Server
4 160 (2.54%) Windows 10
5 105 (1.67%) Android
6 99 (1.57%) Windows Server 2016
7 84 (1.33%) Apple iOS
8 80 (1.27%) Mac OS
9 57 (0.90%) Windows Server 2019
10 45 (0.71%) Unix
11 41 (0.65%) Red Hat Enterprise Linux
12 32 (0.51%) CentOS
12 32 (0.51%) Windows Server 2012
13 27 (0.43%) Ubuntu
14 24 (0.38%) VMS
15 16 (0.25%) Windows 7
16 14 (0.22%) Mac OS X
17 10 (0.16%) Debian
18 7 (0.11%) Windows 8
18 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,167 (18.52%) Continuous Improvement
2 999 (15.86%) Agile
3 887 (14.08%) Customer Service
4 689 (10.94%) AI
5 688 (10.92%) CI/CD
6 678 (10.76%) Mentoring
7 653 (10.37%) Decision-Making
8 608 (9.65%) Analytics
9 604 (9.59%) DevOps
10 529 (8.40%) ITIL
11 508 (8.06%) Stakeholder Management
12 496 (7.87%) Software Engineering
13 486 (7.71%) Project Management
14 485 (7.70%) Computer Science
15 471 (7.48%) Roadmaps
16 466 (7.40%) Business Intelligence
17 426 (6.76%) Coaching
18 425 (6.75%) Cybersecurity
19 368 (5.84%) Collaborative Working
20 351 (5.57%) ERP
Programming Languages
1 957 (15.19%) Python
2 860 (13.65%) SQL
3 416 (6.60%) JavaScript
4 325 (5.16%) Java
5 282 (4.48%) C#
5 282 (4.48%) PowerShell
6 191 (3.03%) TypeScript
7 155 (2.46%) Bash
8 112 (1.78%) C++
9 90 (1.43%) PHP
10 85 (1.35%) Go
11 62 (0.98%) Data Analysis Expressions
12 61 (0.97%) Scala
13 54 (0.86%) C
14 41 (0.65%) T-SQL
15 40 (0.63%) Rust
16 38 (0.60%) R
17 36 (0.57%) PL/SQL
18 35 (0.56%) Kotlin
19 34 (0.54%) Apex Code
Qualifications
1 1,134 (18.00%) Degree
2 451 (7.16%) Security Cleared
3 289 (4.59%) SC Cleared
4 251 (3.98%) Computer Science Degree
5 214 (3.40%) DBS Check
6 183 (2.90%) Microsoft Certification
7 116 (1.84%) Master's Degree
8 108 (1.71%) CISSP
8 108 (1.71%) DV Cleared
9 101 (1.60%) Cisco Certification
10 88 (1.40%) A+ Certification
11 86 (1.37%) PMI Certification
12 84 (1.33%) BPSS Clearance
13 72 (1.14%) ACCA
13 72 (1.14%) Azure Certification
14 71 (1.13%) PMP
15 65 (1.03%) CCNA
15 65 (1.03%) CIMA
16 57 (0.90%) Network+ Certification
17 48 (0.76%) CISM
Quality Assurance & Compliance
1 322 (5.11%) QA
2 294 (4.67%) Data Quality
3 250 (3.97%) GDPR
4 193 (3.06%) SLA
5 150 (2.38%) ISO/IEC 27001
6 143 (2.27%) Cyber Essentials
7 136 (2.16%) NIST
8 123 (1.95%) Accessibility
9 112 (1.78%) PCI DSS
10 45 (0.71%) Cyber Essentials PLUS
11 35 (0.56%) ISO 9001
12 32 (0.51%) PMO
13 31 (0.49%) SOC 2
14 27 (0.43%) GRC
15 25 (0.40%) COBIT
16 19 (0.30%) Actionable Recommendations
17 14 (0.22%) GMP
18 12 (0.19%) IFRS
18 12 (0.19%) TickIT
19 11 (0.17%) PERC
System Software
1 657 (10.43%) Active Directory
2 278 (4.41%) Docker
3 178 (2.83%) Hyper-V
4 170 (2.70%) VMware Infrastructure
5 42 (0.67%) Terminal Server
5 42 (0.67%) Virtual Desktop
6 34 (0.54%) Firmware
7 22 (0.35%) Virtual Machines
8 20 (0.32%) vSphere
9 15 (0.24%) KVM
10 12 (0.19%) VMware ESXi
11 10 (0.16%) IAG
12 7 (0.11%) VMware Workstation
13 6 (0.095%) XenApp
14 4 (0.063%) Embedded Firmware
14 4 (0.063%) Slurm Workload Manager
14 4 (0.063%) VMware NSX
15 3 (0.048%) Microsoft Virtual Server
15 3 (0.048%) Terminal Services
15 3 (0.048%) Virtual Servers
Systems Management
1 294 (4.67%) Terraform
2 236 (3.75%) Microsoft Intune
3 230 (3.65%) Kubernetes
4 146 (2.32%) Ansible
5 89 (1.41%) Grafana
6 83 (1.32%) SCCM
7 53 (0.84%) Prometheus
8 37 (0.59%) Nagios
9 33 (0.52%) Single Sign-On
10 22 (0.35%) Active Directory Federation Services
11 18 (0.29%) Kibana
12 14 (0.22%) Autotask
13 13 (0.21%) Puppet
14 12 (0.19%) Argo
14 12 (0.19%) vCenter Server
15 11 (0.17%) Jamf Pro
15 11 (0.17%) Nessus
16 10 (0.16%) BMC PATROL
16 10 (0.16%) WSUS
16 10 (0.16%) ZABBIX
Vendors
1 1,647 (26.14%) Microsoft
2 253 (4.02%) VMware
3 177 (2.81%) Oracle
4 162 (2.57%) Google
5 152 (2.41%) SAP
6 137 (2.17%) Cisco
7 135 (2.14%) Salesforce
8 128 (2.03%) ServiceNow
9 111 (1.76%) SolarWinds
10 106 (1.68%) Databricks
11 97 (1.54%) Veeam
12 90 (1.43%) Splunk
13 80 (1.27%) Apple
14 71 (1.13%) Adobe
15 63 (1.00%) Dell
16 56 (0.89%) Red Hat
17 50 (0.79%) Dynatrace
18 48 (0.76%) Meraki
19 45 (0.71%) Typelevel
20 44 (0.70%) Fortinet