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

6 months to
11 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 6,264 7,552 12,668
As % of all permanent jobs in England 7.78% 19.25% 15.05%
As % of the Processes & Methodologies category 10.51% 20.61% 17.66%
Number of salaries quoted 4,418 4,619 8,503
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 £52,500 £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 59,619 36,635 71,719
As % of all permanent jobs advertised in England 74.07% 93.38% 85.22%
Number of salaries quoted 39,039 20,695 53,834
10th Percentile £30,000 £30,250 £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% -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 11 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 11 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 1,891 £70,000 +7.69% 952
North of England -10 1,272 £42,500 -5.56% 596
South East -9 1,139 £47,500 -5.00% 754
Midlands -22 866 £40,000 -11.11% 398
North West -16 661 £45,000 -5.26% 344
South West -8 543 £43,500 +2.35% 288
West Midlands -24 512 £42,500 -11.46% 240
Yorkshire -12 484 £40,500 +1.25% 184
East of England -8 465 £41,000 -13.68% 269
East Midlands -10 351 £35,000 -12.50% 159
North East -19 127 £48,500 +7.78% 75
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 (5.32%) Microsoft Exchange
2 314 (5.01%) 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%) WordPress
9 27 (0.43%) IIS
10 15 (0.24%) SAS
11 14 (0.22%) Palantir Foundry
12 10 (0.16%) Exchange Server 2013
12 10 (0.16%) nginx
13 9 (0.14%) Drupal
14 8 (0.13%) Exchange Server 2007
14 8 (0.13%) Exchange Server 2010
15 5 (0.080%) OpenStack
15 5 (0.080%) Skype for Business
16 4 (0.064%) Moodle
16 4 (0.064%) Oracle SOA Suite
Applications
1 406 (6.48%) Microsoft Office
2 326 (5.20%) Microsoft Excel
3 51 (0.81%) 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 61 (0.97%) 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
7 15 (0.24%) 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
14 6 (0.096%) SAP FI
Cloud Services
1 1,314 (20.98%) Azure
2 966 (15.42%) Microsoft 365
3 784 (12.52%) AWS
4 478 (7.63%) Power Platform
5 315 (5.03%) SaaS
6 288 (4.60%) GCP
7 262 (4.18%) Entra ID
8 170 (2.71%) Serverless
9 161 (2.57%) Azure DevOps
10 153 (2.44%) GitHub
11 120 (1.92%) Dynamics 365
12 119 (1.90%) Power Automate
13 89 (1.42%) Amazon S3
14 87 (1.39%) 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 (5.92%) Firewall
2 359 (5.73%) DNS
3 292 (4.66%) DHCP
4 249 (3.98%) VPN
5 216 (3.45%) WAN
6 188 (3.00%) Wi-Fi
7 187 (2.99%) LAN
8 178 (2.84%) TCP/IP
9 172 (2.75%) Broadband
10 115 (1.84%) Wireless
11 107 (1.71%) VLAN
12 91 (1.45%) VoIP
13 65 (1.04%) SD-WAN
14 64 (1.02%) Network Security
15 53 (0.85%) SAN
16 39 (0.62%) Internet
17 36 (0.57%) HTTP
18 31 (0.49%) BGP
18 31 (0.49%) OSPF
19 30 (0.48%) VXLAN
Database & Business Intelligence
1 390 (6.23%) Power BI
2 278 (4.44%) SQL Server
3 123 (1.96%) Data Warehouse
4 107 (1.71%) Tableau
5 105 (1.68%) NoSQL
6 92 (1.47%) PostgreSQL
7 84 (1.34%) 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 (0.65%) Data Lake
15 41 (0.65%) DynamoDB
16 40 (0.64%) Big Data
17 36 (0.57%) Azure SQL Database
17 36 (0.57%) Metadata
18 27 (0.43%) BigQuery
Development Applications
1 278 (4.44%) Git
2 202 (3.22%) JIRA
3 104 (1.66%) Jenkins
4 101 (1.61%) GitLab
5 32 (0.51%) Selenium
6 24 (0.38%) Rational DOORS
7 22 (0.35%) Visual Studio
8 21 (0.34%) Maven
9 20 (0.32%) Chocolatey
9 20 (0.32%) Cypress.io
10 18 (0.29%) Cucumber
10 18 (0.29%) SonarQube
11 17 (0.27%) Bitbucket
11 17 (0.27%) CircleCI
12 16 (0.26%) TeamCity
13 15 (0.24%) Burp Suite
13 15 (0.24%) Metasploit
14 13 (0.21%) LabVIEW
14 13 (0.21%) SQL Server Management Studio (SSMS)
15 11 (0.18%) JUnit
General
1 2,879 (45.96%) Social Skills
2 1,852 (29.57%) Analytical Skills
3 1,306 (20.85%) Finance
4 408 (6.51%) Organisational Skills
5 365 (5.83%) Inclusion and Diversity
6 329 (5.25%) Marketing
7 324 (5.17%) Manufacturing
8 313 (5.00%) Law
9 266 (4.25%) Banking
10 263 (4.20%) Public Sector
10 263 (4.20%) Retail
11 258 (4.12%) Legal
12 154 (2.46%) Telecoms
13 139 (2.22%) Electronics
14 129 (2.06%) Presentation Skills
15 101 (1.61%) Documentation Skills
16 89 (1.42%) Influencing Skills
17 86 (1.37%) Games
18 80 (1.28%) Advertising
19 66 (1.05%) Aerospace
Job Titles
1 850 (13.57%) Analyst
2 778 (12.42%) Senior
3 651 (10.39%) IT Support
4 577 (9.21%) Developer
5 561 (8.96%) Support Engineer
6 404 (6.45%) Lead
7 382 (6.10%) IT Engineer
8 296 (4.73%) IT Support Engineer
9 256 (4.09%) Consultant
10 247 (3.94%) Support Analyst
11 217 (3.46%) Support Technician
12 215 (3.43%) Architect
13 194 (3.10%) Software Engineer
14 188 (3.00%) Infrastructure Engineer
15 182 (2.91%) Systems Engineer
16 170 (2.71%) Business Analyst
17 165 (2.63%) 2nd Line Support
18 163 (2.60%) Technical Support
19 160 (2.55%) IT Technician
20 153 (2.44%) Administrator
Libraries, Frameworks & Software Standards
1 240 (3.83%) .NET
2 236 (3.77%) React
3 208 (3.32%) HTML
4 176 (2.81%) CSS
5 154 (2.46%) REST
6 135 (2.16%) Node.js
7 110 (1.76%) RESTful
8 87 (1.39%) Middleware
9 85 (1.36%) SOAP
10 70 (1.12%) JSON
11 68 (1.09%) Spring
12 65 (1.04%) XML
13 59 (0.94%) Kafka
14 58 (0.93%) AngularJS
15 57 (0.91%) Vue
16 53 (0.85%) OAuth
17 51 (0.81%) Spring Boot
18 50 (0.80%) gRPC
19 48 (0.77%) EDI
20 46 (0.73%) Web Services
Miscellaneous
1 391 (6.24%) Driving Licence
2 384 (6.13%) Onboarding
3 310 (4.95%) Self-Motivation
4 204 (3.26%) Management Information System
5 196 (3.13%) Cloud Native
6 172 (2.75%) Product Ownership
7 153 (2.44%) Data Centre
8 149 (2.38%) Distributed Systems
9 140 (2.23%) Analytical Mindset
10 107 (1.71%) Legacy Systems
11 97 (1.55%) Enterprise Software
12 90 (1.44%) 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
19 56 (0.89%) Virtual Team
20 55 (0.88%) IoT
Operating Systems
1 978 (15.61%) Windows
2 390 (6.23%) Linux
3 378 (6.03%) Windows Server
4 161 (2.57%) Windows 10
5 105 (1.68%) Android
6 98 (1.56%) Windows Server 2016
7 88 (1.40%) Apple iOS
8 81 (1.29%) Mac OS
9 55 (0.88%) 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 1,162 (18.55%) Continuous Improvement
2 983 (15.69%) Agile
3 892 (14.24%) Customer Service
4 679 (10.84%) AI
4 679 (10.84%) CI/CD
5 666 (10.63%) Mentoring
6 650 (10.38%) Decision-Making
7 608 (9.71%) Analytics
8 605 (9.66%) DevOps
9 533 (8.51%) ITIL
10 509 (8.13%) Stakeholder Management
11 489 (7.81%) Project Management
12 485 (7.74%) Computer Science
13 482 (7.69%) Software Engineering
14 480 (7.66%) Business Intelligence
15 457 (7.30%) Roadmaps
16 423 (6.75%) Cybersecurity
17 419 (6.69%) Coaching
18 365 (5.83%) Collaborative Working
19 352 (5.62%) ERP
Programming Languages
1 958 (15.29%) Python
2 864 (13.79%) SQL
3 409 (6.53%) JavaScript
4 319 (5.09%) Java
5 285 (4.55%) PowerShell
6 272 (4.34%) C#
7 186 (2.97%) TypeScript
8 153 (2.44%) Bash
9 107 (1.71%) C++
10 89 (1.42%) PHP
11 85 (1.36%) Go
12 63 (1.01%) 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 35 (0.56%) Kotlin
18 35 (0.56%) PL/SQL
19 33 (0.53%) Apex Code
Qualifications
1 1,133 (18.09%) Degree
2 437 (6.98%) Security Cleared
3 278 (4.44%) SC Cleared
4 251 (4.01%) Computer Science Degree
5 216 (3.45%) DBS Check
6 182 (2.91%) Microsoft Certification
7 116 (1.85%) Master's Degree
8 108 (1.72%) CISSP
9 106 (1.69%) DV Cleared
10 100 (1.60%) 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 68 (1.09%) Azure Certification
16 67 (1.07%) CCNA
17 66 (1.05%) CIMA
18 64 (1.02%) PMP
19 58 (0.93%) Network+ Certification
20 49 (0.78%) CISM
Quality Assurance & Compliance
1 321 (5.12%) QA
2 297 (4.74%) Data Quality
3 254 (4.05%) GDPR
4 182 (2.91%) SLA
5 147 (2.35%) ISO/IEC 27001
6 141 (2.25%) Cyber Essentials
7 136 (2.17%) 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%) COBIT
14 26 (0.42%) PMO
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
1 662 (10.57%) Active Directory
2 278 (4.44%) Docker
3 177 (2.83%) Hyper-V
4 168 (2.68%) VMware Infrastructure
5 42 (0.67%) Terminal Server
6 40 (0.64%) Virtual Desktop
7 35 (0.56%) 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 (4.61%) 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 (0.49%) 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 1,655 (26.42%) Microsoft
2 252 (4.02%) VMware
3 179 (2.86%) Oracle
4 160 (2.55%) Google
5 155 (2.47%) SAP
6 133 (2.12%) Cisco
6 133 (2.12%) Salesforce
6 133 (2.12%) ServiceNow
7 111 (1.77%) SolarWinds
8 107 (1.71%) Databricks
9 97 (1.55%) Veeam
10 93 (1.48%) Splunk
11 80 (1.28%) Apple
12 72 (1.15%) Adobe
13 64 (1.02%) Dell
14 61 (0.97%) Red Hat
15 48 (0.77%) Dynatrace
16 46 (0.73%) Meraki
17 45 (0.72%) Typelevel
18 44 (0.70%) Fortinet