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

6 months to
12 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 6,257 7,518 12,671
As % of all permanent jobs in England 7.77% 19.23% 15.05%
As % of the Processes & Methodologies category 10.51% 20.59% 17.66%
Number of salaries quoted 4,413 4,585 8,504
10th Percentile £27,500 £27,750 £26,250
25th Percentile £31,250 £35,000 £33,000
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 £88,750 £85,000
UK median annual salary £47,500 £52,443 £50,000
% change year-on-year -9.43% +4.89% -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 59,545 36,509 71,748
As % of all permanent jobs advertised in England 73.99% 93.39% 85.21%
Number of salaries quoted 39,042 20,550 53,849
10th Percentile £30,000 £30,000 £29,000
25th Percentile £41,250 £42,000 £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% -9.84%

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 12 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 12 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 1,888 £70,000 +7.69% 942
North of England -10 1,277 £42,500 -5.56% 624
South East -8 1,135 £46,000 -8.00% 768
Midlands -22 862 £40,000 -11.11% 420
North West -16 663 £45,000 -5.26% 342
South West -8 543 £43,500 +2.35% 293
West Midlands -23 512 £42,500 -11.46% 258
Yorkshire -12 485 £40,500 +1.25% 206
East of England -8 464 £40,839 -14.02% 262
East Midlands -10 347 £35,000 -12.50% 163
North East -18 129 £48,500 +7.78% 84
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
1 330 (5.27%) Microsoft Exchange
2 312 (4.99%) SharePoint
3 65 (1.04%) Confluence
4 59 (0.94%) CMS
5 56 (0.89%) Apache
6 44 (0.70%) Apache Airflow
7 32 (0.51%) Apache Spark
8 28 (0.45%) IIS
8 28 (0.45%) WordPress
9 15 (0.24%) SAS
10 14 (0.22%) Palantir Foundry
11 10 (0.16%) Exchange Server 2013
11 10 (0.16%) nginx
12 9 (0.14%) Drupal
13 8 (0.13%) Exchange Server 2007
13 8 (0.13%) Exchange Server 2010
14 5 (0.080%) OpenStack
14 5 (0.080%) Skype for Business
15 4 (0.064%) Moodle
15 4 (0.064%) Oracle SOA Suite
Applications
1 406 (6.49%) Microsoft Office
2 324 (5.18%) Microsoft Excel
3 51 (0.82%) Microsoft PowerPoint
4 47 (0.75%) Spreadsheet
5 38 (0.61%) MS Visio
6 26 (0.42%) Microsoft Project
7 14 (0.22%) Chatbot
8 9 (0.14%) Adobe Creative Suite
8 9 (0.14%) Adobe Illustrator
8 9 (0.14%) Fusion 360
8 9 (0.14%) Maya
9 7 (0.11%) AutoCAD
10 6 (0.096%) Photoshop
10 6 (0.096%) SOLIDWORKS
11 4 (0.064%) Simulink
12 3 (0.048%) Adobe XD
12 3 (0.048%) Trello
13 2 (0.032%) Autodesk Inventor
13 2 (0.032%) Notion
13 2 (0.032%) Sketch
Business Applications
1 60 (0.96%) SAP S/4HANA
2 57 (0.91%) Dynamics CRM
3 32 (0.51%) NetSuite
4 22 (0.35%) Salesforce CRM
5 18 (0.29%) Shopify
6 16 (0.26%) 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 (0.18%) Maximo
10 11 (0.18%) 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%) Q-Pulse
13 7 (0.11%) SAP Business One
14 6 (0.096%) IBM Planning Analytics
15 5 (0.080%) SAP FI/CO
Cloud Services
1 1,313 (20.98%) Azure
2 962 (15.37%) Microsoft 365
3 786 (12.56%) AWS
4 477 (7.62%) Power Platform
5 313 (5.00%) SaaS
6 287 (4.59%) GCP
7 260 (4.16%) Entra ID
8 170 (2.72%) Serverless
9 162 (2.59%) Azure DevOps
10 152 (2.43%) GitHub
11 121 (1.93%) Dynamics 365
12 120 (1.92%) Power Automate
13 89 (1.42%) Amazon S3
14 88 (1.41%) PowerApps
15 84 (1.34%) Google Workspace
16 78 (1.25%) AWS Lambda
16 78 (1.25%) GitHub Actions
17 76 (1.21%) PaaS
18 73 (1.17%) IaaS
19 71 (1.13%) OneDrive
Communications & Networking
1 371 (5.93%) Firewall
2 355 (5.67%) DNS
3 289 (4.62%) DHCP
4 248 (3.96%) VPN
5 216 (3.45%) WAN
6 188 (3.00%) Wi-Fi
7 187 (2.99%) LAN
8 177 (2.83%) TCP/IP
9 172 (2.75%) Broadband
10 114 (1.82%) Wireless
11 107 (1.71%) VLAN
12 91 (1.45%) VoIP
13 66 (1.05%) Network Security
13 66 (1.05%) SD-WAN
14 54 (0.86%) SAN
15 39 (0.62%) Internet
16 34 (0.54%) HTTP
17 32 (0.51%) BGP
17 32 (0.51%) OSPF
18 31 (0.50%) VXLAN
Database & Business Intelligence
1 388 (6.20%) Power BI
2 279 (4.46%) SQL Server
3 121 (1.93%) Data Warehouse
4 107 (1.71%) Tableau
5 105 (1.68%) NoSQL
6 92 (1.47%) PostgreSQL
7 81 (1.29%) MySQL
8 79 (1.26%) Relational Database
9 71 (1.13%) SQL Server Reporting Services
10 65 (1.04%) Amazon RDS
11 64 (1.02%) SQL Server Integration Services
12 57 (0.91%) Power Query
13 49 (0.78%) MongoDB
14 47 (0.75%) Amazon Redshift
15 41 (0.66%) DynamoDB
16 40 (0.64%) Big Data
17 39 (0.62%) Data Lake
18 36 (0.58%) Metadata
19 34 (0.54%) Azure SQL Database
20 27 (0.43%) BigQuery
Development Applications
1 278 (4.44%) Git
2 201 (3.21%) JIRA
3 104 (1.66%) Jenkins
4 101 (1.61%) GitLab
5 33 (0.53%) Selenium
6 24 (0.38%) Rational DOORS
7 22 (0.35%) Maven
7 22 (0.35%) Visual Studio
8 20 (0.32%) Chocolatey
8 20 (0.32%) Cypress.io
9 18 (0.29%) Cucumber
9 18 (0.29%) SonarQube
10 17 (0.27%) Bitbucket
10 17 (0.27%) CircleCI
11 16 (0.26%) TeamCity
12 15 (0.24%) Burp Suite
12 15 (0.24%) Metasploit
13 13 (0.21%) LabVIEW
13 13 (0.21%) SQL Server Management Studio (SSMS)
14 12 (0.19%) JUnit
General
1 2,871 (45.88%) Social Skills
2 1,849 (29.55%) Analytical Skills
3 1,299 (20.76%) Finance
4 408 (6.52%) Organisational Skills
5 360 (5.75%) Inclusion and Diversity
6 326 (5.21%) Marketing
7 325 (5.19%) Manufacturing
8 311 (4.97%) Law
9 266 (4.25%) Banking
10 264 (4.22%) Public Sector
11 263 (4.20%) Retail
12 251 (4.01%) Legal
13 154 (2.46%) Telecoms
14 139 (2.22%) Electronics
15 129 (2.06%) Presentation Skills
16 101 (1.61%) Documentation Skills
17 85 (1.36%) Games
17 85 (1.36%) Influencing Skills
18 80 (1.28%) Advertising
19 65 (1.04%) Aerospace
Job Titles
1 850 (13.58%) Analyst
2 780 (12.47%) Senior
3 646 (10.32%) IT Support
4 579 (9.25%) Developer
5 557 (8.90%) Support Engineer
6 402 (6.42%) Lead
7 379 (6.06%) IT Engineer
8 293 (4.68%) IT Support Engineer
9 254 (4.06%) Consultant
10 244 (3.90%) Support Analyst
11 217 (3.47%) Support Technician
12 216 (3.45%) Architect
13 192 (3.07%) Software Engineer
14 189 (3.02%) Infrastructure Engineer
15 181 (2.89%) Systems Engineer
16 172 (2.75%) Business Analyst
17 163 (2.61%) Technical Support
18 162 (2.59%) 2nd Line Support
19 161 (2.57%) IT Technician
20 153 (2.45%) Administrator
Libraries, Frameworks & Software Standards
1 241 (3.85%) .NET
2 237 (3.79%) React
3 208 (3.32%) HTML
4 177 (2.83%) CSS
5 154 (2.46%) REST
6 134 (2.14%) Node.js
7 112 (1.79%) RESTful
8 86 (1.37%) Middleware
8 86 (1.37%) SOAP
9 71 (1.13%) Spring
10 70 (1.12%) JSON
11 65 (1.04%) XML
12 59 (0.94%) Kafka
13 58 (0.93%) AngularJS
14 57 (0.91%) Vue
15 53 (0.85%) OAuth
16 51 (0.82%) Spring Boot
17 50 (0.80%) gRPC
18 48 (0.77%) EDI
19 46 (0.74%) Web Services
Miscellaneous
1 388 (6.20%) Driving Licence
2 382 (6.11%) Onboarding
3 308 (4.92%) Self-Motivation
4 202 (3.23%) Management Information System
5 196 (3.13%) Cloud Native
6 176 (2.81%) Product Ownership
7 155 (2.48%) Data Centre
8 149 (2.38%) Distributed Systems
9 141 (2.25%) Analytical Mindset
10 108 (1.73%) Legacy Systems
11 97 (1.55%) Enterprise Software
12 91 (1.45%) Mobile App
13 89 (1.42%) Social Media
14 77 (1.23%) Data Structures
15 67 (1.07%) Low-Code
16 64 (1.02%) Algorithms
17 62 (0.99%) Security Posture
18 57 (0.91%) Video\Live Streaming
18 57 (0.91%) Virtual Team
19 54 (0.86%) IoT
Operating Systems
1 972 (15.53%) Windows
2 387 (6.19%) Linux
3 376 (6.01%) Windows Server
4 161 (2.57%) Windows 10
5 105 (1.68%) Android
6 98 (1.57%) Windows Server 2016
7 88 (1.41%) Apple iOS
8 80 (1.28%) Mac OS
9 54 (0.86%) Windows Server 2019
10 45 (0.72%) Unix
11 43 (0.69%) Red Hat Enterprise Linux
12 32 (0.51%) CentOS
12 32 (0.51%) Windows Server 2012
13 26 (0.42%) Ubuntu
14 24 (0.38%) VMS
15 17 (0.27%) 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 1,155 (18.46%) Continuous Improvement
2 981 (15.68%) Agile
3 891 (14.24%) Customer Service
4 681 (10.88%) CI/CD
5 678 (10.84%) AI
6 664 (10.61%) Mentoring
7 648 (10.36%) Decision-Making
8 605 (9.67%) DevOps
9 601 (9.61%) Analytics
10 531 (8.49%) ITIL
11 504 (8.05%) Stakeholder Management
12 485 (7.75%) Computer Science
13 481 (7.69%) Software Engineering
14 480 (7.67%) Project Management
15 478 (7.64%) Business Intelligence
16 462 (7.38%) Roadmaps
17 421 (6.73%) Cybersecurity
18 416 (6.65%) Coaching
19 365 (5.83%) Collaborative Working
20 351 (5.61%) ERP
Programming Languages
1 955 (15.26%) Python
2 864 (13.81%) SQL
3 411 (6.57%) JavaScript
4 322 (5.15%) Java
5 286 (4.57%) PowerShell
6 273 (4.36%) C#
7 186 (2.97%) TypeScript
8 153 (2.45%) Bash
9 106 (1.69%) C++
10 88 (1.41%) PHP
11 85 (1.36%) Go
12 62 (0.99%) Data Analysis Expressions
13 61 (0.97%) Scala
14 54 (0.86%) C
15 42 (0.67%) T-SQL
16 38 (0.61%) Rust
17 37 (0.59%) R
18 36 (0.58%) PL/SQL
19 35 (0.56%) Kotlin
20 33 (0.53%) Apex Code
Qualifications
1 1,129 (18.04%) Degree
2 439 (7.02%) Security Cleared
3 280 (4.47%) SC Cleared
4 251 (4.01%) Computer Science Degree
5 213 (3.40%) DBS Check
6 182 (2.91%) Microsoft Certification
7 116 (1.85%) Master's Degree
8 107 (1.71%) DV Cleared
9 106 (1.69%) CISSP
10 99 (1.58%) Cisco Certification
11 89 (1.42%) A+ Certification
12 80 (1.28%) BPSS Clearance
13 79 (1.26%) PMI Certification
14 74 (1.18%) ACCA
15 69 (1.10%) Azure Certification
16 66 (1.05%) CCNA
16 66 (1.05%) CIMA
17 64 (1.02%) PMP
18 58 (0.93%) Network+ Certification
19 49 (0.78%) AWS Certification
Quality Assurance & Compliance
1 320 (5.11%) QA
2 298 (4.76%) Data Quality
3 250 (4.00%) GDPR
4 182 (2.91%) SLA
5 146 (2.33%) ISO/IEC 27001
6 141 (2.25%) Cyber Essentials
7 133 (2.13%) NIST
8 119 (1.90%) Accessibility
9 111 (1.77%) PCI DSS
10 45 (0.72%) Cyber Essentials PLUS
11 33 (0.53%) ISO 9001
12 32 (0.51%) SOC 2
13 27 (0.43%) GRC
14 26 (0.42%) PMO
15 24 (0.38%) COBIT
16 19 (0.30%) Actionable Recommendations
17 14 (0.22%) GMP
18 12 (0.19%) IFRS
18 12 (0.19%) TickIT
19 11 (0.18%) PERC
System Software
1 659 (10.53%) Active Directory
2 277 (4.43%) Docker
3 177 (2.83%) Hyper-V
4 169 (2.70%) VMware Infrastructure
5 42 (0.67%) Terminal Server
6 40 (0.64%) Virtual Desktop
7 34 (0.54%) Firmware
8 22 (0.35%) Virtual Machines
9 21 (0.34%) vSphere
10 15 (0.24%) KVM
11 12 (0.19%) VMware ESXi
12 10 (0.16%) IAG
13 7 (0.11%) VMware Workstation
14 6 (0.096%) XenApp
15 4 (0.064%) Embedded Firmware
15 4 (0.064%) Slurm Workload Manager
15 4 (0.064%) VMware NSX
16 3 (0.048%) Microsoft Virtual Server
16 3 (0.048%) Terminal Services
16 3 (0.048%) Virtual Servers
Systems Management
1 289 (4.62%) Terraform
2 234 (3.74%) Microsoft Intune
3 231 (3.69%) Kubernetes
4 146 (2.33%) Ansible
5 85 (1.36%) Grafana
6 82 (1.31%) SCCM
7 48 (0.77%) Prometheus
8 33 (0.53%) Single Sign-On
9 31 (0.50%) Nagios
10 22 (0.35%) Active Directory Federation Services
11 17 (0.27%) Kibana
12 14 (0.22%) Argo
12 14 (0.22%) Autotask
13 13 (0.21%) Puppet
14 12 (0.19%) vCenter Server
15 11 (0.18%) Nessus
16 10 (0.16%) BMC PATROL
16 10 (0.16%) Jamf Pro
16 10 (0.16%) WSUS
17 9 (0.14%) Docker Swarm
Vendors
1 1,649 (26.35%) Microsoft
2 253 (4.04%) VMware
3 179 (2.86%) Oracle
4 160 (2.56%) Google
5 154 (2.46%) SAP
6 135 (2.16%) Cisco
7 133 (2.13%) ServiceNow
8 132 (2.11%) Salesforce
9 111 (1.77%) SolarWinds
10 105 (1.68%) Databricks
11 97 (1.55%) Veeam
12 92 (1.47%) Splunk
13 79 (1.26%) Apple
14 72 (1.15%) Adobe
15 64 (1.02%) Dell
16 61 (0.97%) Red Hat
17 48 (0.77%) Dynatrace
18 46 (0.74%) Meraki
19 45 (0.72%) Fortinet
19 45 (0.72%) Typelevel