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

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 11 4 6
Rank change year-on-year -7 +2 +7
Permanent jobs citing Problem-Solving 6,276 7,502 12,596
As % of all permanent jobs in England 7.77% 19.27% 15.04%
As % of the Processes & Methodologies category 10.42% 20.62% 17.62%
Number of salaries quoted 4,393 4,563 8,491
10th Percentile £27,500 £27,750 £26,250
25th Percentile £31,250 £35,750 £32,834
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -9.09%
75th Percentile £70,000 £72,500 £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 60,225 36,390 71,476
As % of all permanent jobs advertised in England 74.59% 93.48% 85.33%
Number of salaries quoted 38,460 20,470 53,767
10th Percentile £30,000 £30,500 £29,000
25th Percentile £41,250 £42,372 £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 8 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 8 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 1,918 £70,000 +7.69% 901
North of England -19 1,269 £42,500 -5.56% 609
South East -9 1,130 £46,000 -8.00% 735
Midlands -22 871 £40,000 -11.11% 401
North West -17 668 £45,000 -5.26% 341
South West -8 533 £43,500 - 267
West Midlands -25 517 £42,500 -11.46% 242
Yorkshire -12 476 £40,500 +1.25% 200
East of England -10 465 £40,678 -14.36% 251
East Midlands -11 351 £35,000 -12.50% 160
North East -16 125 £48,500 +7.78% 74
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
1 333 (5.31%) Microsoft Exchange
2 305 (4.86%) SharePoint
3 67 (1.07%) Confluence
4 58 (0.92%) CMS
5 56 (0.89%) Apache
6 44 (0.70%) Apache Airflow
7 31 (0.49%) Apache Spark
8 28 (0.45%) WordPress
9 26 (0.41%) IIS
10 16 (0.25%) SAS
11 14 (0.22%) Palantir Foundry
12 11 (0.18%) nginx
13 10 (0.16%) Exchange Server 2013
14 9 (0.14%) Drupal
15 8 (0.13%) Exchange Server 2007
15 8 (0.13%) Exchange Server 2010
16 5 (0.080%) OpenStack
16 5 (0.080%) Skype for Business
17 4 (0.064%) Ethereum
17 4 (0.064%) Moodle
Applications
1 409 (6.52%) Microsoft Office
2 324 (5.16%) Microsoft Excel
3 54 (0.86%) Microsoft PowerPoint
4 46 (0.73%) Spreadsheet
5 38 (0.61%) MS Visio
6 28 (0.45%) 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
10 7 (0.11%) AutoCAD
11 6 (0.096%) Photoshop
12 4 (0.064%) Simulink
12 4 (0.064%) SOLIDWORKS
13 3 (0.048%) Adobe XD
13 3 (0.048%) Trello
14 2 (0.032%) Autodesk Inventor
14 2 (0.032%) Notion
14 2 (0.032%) Sketch
Business Applications
1 61 (0.97%) SAP S/4HANA
2 57 (0.91%) Dynamics CRM
3 33 (0.53%) NetSuite
4 22 (0.35%) Salesforce CRM
5 17 (0.27%) Shopify
6 16 (0.25%) Magento
7 15 (0.24%) Dynamics NAV
7 15 (0.24%) SAP CO
8 13 (0.21%) iTrent
8 13 (0.21%) SAP ERP
9 12 (0.19%) Maximo
10 11 (0.18%) Endur
11 10 (0.16%) Oracle EBS
12 9 (0.14%) Dynamics AX
12 9 (0.14%) Workday HCM
13 7 (0.11%) Elite 3E
13 7 (0.11%) Q-Pulse
13 7 (0.11%) SAP Business One
14 6 (0.096%) IBM Planning Analytics
14 6 (0.096%) SAP FI/CO
Cloud Services
1 1,295 (20.63%) Azure
2 952 (15.17%) Microsoft 365
3 780 (12.43%) AWS
4 470 (7.49%) Power Platform
5 322 (5.13%) SaaS
6 289 (4.60%) GCP
7 261 (4.16%) Entra ID
8 169 (2.69%) Serverless
9 161 (2.57%) Azure DevOps
10 156 (2.49%) GitHub
11 118 (1.88%) Dynamics 365
12 117 (1.86%) Power Automate
13 90 (1.43%) Amazon S3
14 85 (1.35%) Google Workspace
15 84 (1.34%) PowerApps
16 80 (1.27%) GitHub Actions
17 78 (1.24%) AWS Lambda
18 76 (1.21%) PaaS
19 73 (1.16%) IaaS
20 71 (1.13%) AWS CloudFormation
Communications & Networking
1 369 (5.88%) Firewall
2 358 (5.70%) DNS
3 295 (4.70%) DHCP
4 250 (3.98%) VPN
5 218 (3.47%) WAN
6 191 (3.04%) Wi-Fi
7 186 (2.96%) LAN
8 180 (2.87%) Broadband
9 177 (2.82%) TCP/IP
10 115 (1.83%) Wireless
11 106 (1.69%) VLAN
12 95 (1.51%) VoIP
13 65 (1.04%) SD-WAN
14 61 (0.97%) Network Security
15 52 (0.83%) SAN
16 39 (0.62%) Internet
17 34 (0.54%) HTTP
18 32 (0.51%) BGP
18 32 (0.51%) OSPF
19 30 (0.48%) VXLAN
Database & Business Intelligence
1 388 (6.18%) Power BI
2 270 (4.30%) SQL Server
3 121 (1.93%) Data Warehouse
4 109 (1.74%) NoSQL
5 107 (1.70%) Tableau
6 89 (1.42%) PostgreSQL
7 79 (1.26%) MySQL
7 79 (1.26%) Relational Database
8 68 (1.08%) SQL Server Reporting Services
9 65 (1.04%) Amazon RDS
10 63 (1.00%) SQL Server Integration Services
11 56 (0.89%) Power Query
12 51 (0.81%) MongoDB
13 46 (0.73%) Amazon Redshift
14 42 (0.67%) Big Data
14 42 (0.67%) DynamoDB
15 40 (0.64%) Data Lake
16 37 (0.59%) Metadata
17 34 (0.54%) Azure SQL Database
18 26 (0.41%) BigQuery
Development Applications
1 270 (4.30%) Git
2 212 (3.38%) JIRA
3 108 (1.72%) Jenkins
4 103 (1.64%) GitLab
5 34 (0.54%) Selenium
6 23 (0.37%) Rational DOORS
7 22 (0.35%) Visual Studio
8 21 (0.33%) Cypress.io
8 21 (0.33%) Maven
9 20 (0.32%) Chocolatey
9 20 (0.32%) SonarQube
10 19 (0.30%) Cucumber
11 18 (0.29%) Bitbucket
12 17 (0.27%) CircleCI
13 16 (0.25%) Burp Suite
13 16 (0.25%) Metasploit
14 15 (0.24%) TeamCity
15 13 (0.21%) LabVIEW
15 13 (0.21%) SQL Server Management Studio (SSMS)
16 11 (0.18%) JUnit
General
1 2,906 (46.30%) Social Skills
2 1,866 (29.73%) Analytical Skills
3 1,318 (21.00%) Finance
4 408 (6.50%) Organisational Skills
5 364 (5.80%) Inclusion and Diversity
6 331 (5.27%) Marketing
7 318 (5.07%) Manufacturing
8 305 (4.86%) Law
9 273 (4.35%) Banking
10 268 (4.27%) Public Sector
11 264 (4.21%) Retail
12 252 (4.02%) Legal
13 156 (2.49%) Telecoms
14 139 (2.21%) Electronics
15 137 (2.18%) Presentation Skills
16 101 (1.61%) Documentation Skills
17 88 (1.40%) Games
18 86 (1.37%) Influencing Skills
19 78 (1.24%) Advertising
20 77 (1.23%) Automotive
Job Titles
1 852 (13.58%) Analyst
2 782 (12.46%) Senior
3 651 (10.37%) IT Support
4 568 (9.05%) Developer
5 565 (9.00%) Support Engineer
6 401 (6.39%) Lead
7 380 (6.05%) IT Engineer
8 296 (4.72%) IT Support Engineer
9 254 (4.05%) Consultant
10 252 (4.02%) Support Analyst
11 217 (3.46%) Architect
12 211 (3.36%) Support Technician
13 193 (3.08%) Infrastructure Engineer
14 191 (3.04%) Software Engineer
15 176 (2.80%) Systems Engineer
16 171 (2.72%) Business Analyst
17 168 (2.68%) 2nd Line Support
18 167 (2.66%) Technical Support
19 155 (2.47%) IT Technician
20 148 (2.36%) Administrator
Libraries, Frameworks & Software Standards
1 235 (3.74%) .NET
2 232 (3.70%) React
3 205 (3.27%) HTML
4 174 (2.77%) CSS
5 153 (2.44%) REST
6 136 (2.17%) Node.js
7 114 (1.82%) RESTful
8 86 (1.37%) Middleware
9 85 (1.35%) SOAP
10 69 (1.10%) JSON
11 68 (1.08%) Spring
12 65 (1.04%) XML
13 62 (0.99%) Kafka
14 58 (0.92%) AngularJS
15 57 (0.91%) Vue
16 52 (0.83%) OAuth
17 51 (0.81%) Spring Boot
18 50 (0.80%) gRPC
19 48 (0.76%) Web Services
20 47 (0.75%) EDI
Miscellaneous
1 400 (6.37%) Driving Licence
2 397 (6.33%) Onboarding
3 326 (5.19%) Self-Motivation
4 204 (3.25%) Management Information System
5 192 (3.06%) Cloud Native
6 173 (2.76%) Product Ownership
7 151 (2.41%) Data Centre
8 150 (2.39%) Distributed Systems
9 140 (2.23%) Analytical Mindset
10 106 (1.69%) Legacy Systems
11 98 (1.56%) Enterprise Software
12 91 (1.45%) Social Media
13 89 (1.42%) Mobile App
14 79 (1.26%) Data Structures
15 67 (1.07%) Low-Code
16 64 (1.02%) Algorithms
16 64 (1.02%) Virtual Team
17 59 (0.94%) Security Posture
18 58 (0.92%) Video\Live Streaming
19 52 (0.83%) IoT
Operating Systems
1 974 (15.52%) Windows
2 383 (6.10%) Linux
3 375 (5.98%) Windows Server
4 161 (2.57%) Windows 10
5 105 (1.67%) Android
6 99 (1.58%) Windows Server 2016
7 88 (1.40%) Apple iOS
8 81 (1.29%) Mac OS
9 54 (0.86%) Windows Server 2019
10 45 (0.72%) Unix
11 42 (0.67%) Red Hat Enterprise Linux
12 33 (0.53%) Windows Server 2012
13 32 (0.51%) CentOS
14 27 (0.43%) Ubuntu
15 23 (0.37%) VMS
16 17 (0.27%) Windows 7
17 14 (0.22%) Mac OS X
18 10 (0.16%) Debian
19 7 (0.11%) Windows 8
19 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,162 (18.51%) Continuous Improvement
2 997 (15.89%) Agile
3 896 (14.28%) Customer Service
4 685 (10.91%) AI
5 677 (10.79%) CI/CD
6 652 (10.39%) Decision-Making
7 648 (10.33%) Mentoring
8 616 (9.82%) Analytics
9 607 (9.67%) DevOps
10 540 (8.60%) ITIL
11 506 (8.06%) Stakeholder Management
12 500 (7.97%) Project Management
13 487 (7.76%) Computer Science
14 484 (7.71%) Business Intelligence
15 476 (7.58%) Software Engineering
16 459 (7.31%) Roadmaps
17 417 (6.64%) Cybersecurity
18 415 (6.61%) Coaching
19 360 (5.74%) Collaborative Working
20 350 (5.58%) CRM
Programming Languages
1 950 (15.14%) Python
2 845 (13.46%) SQL
3 407 (6.49%) JavaScript
4 325 (5.18%) Java
5 284 (4.53%) PowerShell
6 260 (4.14%) C#
7 185 (2.95%) TypeScript
8 155 (2.47%) Bash
9 98 (1.56%) C++
10 88 (1.40%) Go
11 84 (1.34%) PHP
12 62 (0.99%) Data Analysis Expressions
12 62 (0.99%) Scala
13 51 (0.81%) C
14 41 (0.65%) T-SQL
15 38 (0.61%) Rust
16 36 (0.57%) Kotlin
17 34 (0.54%) PL/SQL
18 33 (0.53%) R
19 32 (0.51%) Apex Code
Qualifications
1 1,136 (18.10%) Degree
2 433 (6.90%) Security Cleared
3 272 (4.33%) SC Cleared
4 249 (3.97%) Computer Science Degree
5 216 (3.44%) DBS Check
6 181 (2.88%) Microsoft Certification
7 120 (1.91%) Master's Degree
8 109 (1.74%) DV Cleared
9 107 (1.70%) CISSP
10 98 (1.56%) Cisco Certification
11 88 (1.40%) A+ Certification
12 79 (1.26%) BPSS Clearance
12 79 (1.26%) PMI Certification
13 74 (1.18%) ACCA
14 67 (1.07%) CCNA
14 67 (1.07%) CIMA
15 64 (1.02%) Azure Certification
15 64 (1.02%) PMP
16 57 (0.91%) Network+ Certification
17 51 (0.81%) AWS Certification
Quality Assurance & Compliance
1 319 (5.08%) QA
2 295 (4.70%) Data Quality
3 250 (3.98%) GDPR
4 177 (2.82%) SLA
5 151 (2.41%) ISO/IEC 27001
6 141 (2.25%) Cyber Essentials
7 135 (2.15%) NIST
8 116 (1.85%) Accessibility
9 112 (1.78%) PCI DSS
10 47 (0.75%) Cyber Essentials PLUS
11 34 (0.54%) ISO 9001
12 33 (0.53%) SOC 2
13 28 (0.45%) PMO
14 26 (0.41%) COBIT
14 26 (0.41%) GRC
15 19 (0.30%) Actionable Recommendations
16 14 (0.22%) GMP
17 12 (0.19%) IFRS
17 12 (0.19%) TickIT
18 11 (0.18%) PERC
System Software
1 659 (10.50%) Active Directory
2 281 (4.48%) Docker
3 177 (2.82%) Hyper-V
4 164 (2.61%) VMware Infrastructure
5 42 (0.67%) Terminal Server
6 41 (0.65%) Virtual Desktop
7 34 (0.54%) Firmware
8 21 (0.33%) Virtual Machines
8 21 (0.33%) vSphere
9 15 (0.24%) KVM
10 10 (0.16%) IAG
10 10 (0.16%) VMware ESXi
11 7 (0.11%) VMware Workstation
12 6 (0.096%) XenApp
13 4 (0.064%) Embedded Firmware
13 4 (0.064%) Slurm Workload Manager
13 4 (0.064%) VMware NSX
14 3 (0.048%) Microsoft Virtual Server
14 3 (0.048%) Virtual Servers
15 2 (0.032%) Terminal Services
Systems Management
1 296 (4.72%) Terraform
2 232 (3.70%) Microsoft Intune
3 231 (3.68%) Kubernetes
4 149 (2.37%) Ansible
5 87 (1.39%) Grafana
6 82 (1.31%) SCCM
7 50 (0.80%) Prometheus
8 33 (0.53%) Single Sign-On
9 31 (0.49%) Nagios
10 23 (0.37%) Active Directory Federation Services
11 20 (0.32%) BMC PATROL
12 18 (0.29%) Kibana
13 14 (0.22%) Argo
13 14 (0.22%) Autotask
14 13 (0.21%) Puppet
15 12 (0.19%) Nessus
15 12 (0.19%) vCenter Server
16 11 (0.18%) Jamf Pro
17 10 (0.16%) WSUS
18 9 (0.14%) logstash
Vendors
1 1,632 (26.00%) Microsoft
2 247 (3.94%) VMware
3 178 (2.84%) Oracle
4 160 (2.55%) Google
5 156 (2.49%) SAP
6 134 (2.14%) Salesforce
6 134 (2.14%) ServiceNow
7 131 (2.09%) Cisco
8 111 (1.77%) SolarWinds
9 108 (1.72%) Databricks
10 94 (1.50%) Veeam
11 92 (1.47%) Splunk
12 80 (1.27%) Apple
13 73 (1.16%) Adobe
14 65 (1.04%) Dell
15 60 (0.96%) Red Hat
16 48 (0.76%) Dynatrace
17 47 (0.75%) Meraki
18 45 (0.72%) Typelevel
19 43 (0.69%) Tanium