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 25 April 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 10 4 7
Rank change year-on-year -6 +3 +6
Permanent jobs citing Problem-Solving 6,400 7,197 12,418
As % of all permanent jobs in England 8.14% 19.13% 14.96%
As % of the Processes & Methodologies category 10.82% 20.57% 17.45%
Number of salaries quoted 4,468 4,566 8,522
10th Percentile £27,285 £28,125 £26,052
25th Percentile £31,250 £36,250 £32,750
Median annual salary (50th Percentile) £47,500 £52,500 £50,000
Median % change year-on-year -9.52% +5.00% -9.09%
75th Percentile £69,250 £73,852 £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 59,164 34,994 71,154
As % of all permanent jobs advertised in England 75.21% 92.99% 85.72%
Number of salaries quoted 37,321 20,700 53,754
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £58,600 £60,000 £55,000
Median % change year-on-year -2.33% +9.09% -12.00%
75th Percentile £78,776 £80,000 £73,750
90th Percentile £100,000 £102,500 £93,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.90%

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 25 April 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 25 April 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 -4 1,959 £68,500 +5.38% 662
North of England -17 1,280 £42,500 -7.61% 531
South East -8 1,169 £45,000 -10.00% 707
Midlands -22 894 £39,250 -13.74% 416
North West -17 664 £42,500 -13.27% 301
South West -8 551 £43,500 -3.33% 270
West Midlands -24 532 £42,500 -15.84% 239
Yorkshire -11 488 £40,000 -4.76% 161
East of England -10 456 £40,000 -20.00% 252
East Midlands -6 359 £35,000 -9.09% 177
North East -14 128 £48,472 +7.72% 78
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
1 334 (5.22%) Microsoft Exchange
2 297 (4.64%) SharePoint
3 69 (1.08%) Confluence
4 55 (0.86%) Apache
5 52 (0.81%) CMS
6 44 (0.69%) Apache Airflow
7 34 (0.53%) Apache Spark
8 27 (0.42%) WordPress
9 25 (0.39%) IIS
10 15 (0.23%) SAS
11 13 (0.20%) Palantir Foundry
12 12 (0.19%) 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 (0.078%) Anypoint
16 5 (0.078%) OpenStack
16 5 (0.078%) Oracle SOA Suite
16 5 (0.078%) Skype for Business
Applications
1 423 (6.61%) Microsoft Office
2 350 (5.47%) Microsoft Excel
3 65 (1.02%) Microsoft PowerPoint
4 45 (0.70%) Spreadsheet
5 39 (0.61%) MS Visio
6 31 (0.48%) Microsoft Project
7 14 (0.22%) Chatbot
8 10 (0.16%) Adobe Illustrator
9 9 (0.14%) Fusion 360
9 9 (0.14%) Maya
10 8 (0.13%) Adobe Creative Suite
10 8 (0.13%) AutoCAD
11 7 (0.11%) Photoshop
12 3 (0.047%) Adobe XD
12 3 (0.047%) Simulink
12 3 (0.047%) SOLIDWORKS
12 3 (0.047%) Trello
13 2 (0.031%) Elementor
13 2 (0.031%) Notion
13 2 (0.031%) Sketch
Business Applications
1 53 (0.83%) Dynamics CRM
2 51 (0.80%) SAP S/4HANA
3 35 (0.55%) NetSuite
4 21 (0.33%) Salesforce CRM
5 16 (0.25%) Shopify
6 14 (0.22%) Dynamics NAV
6 14 (0.22%) Magento
6 14 (0.22%) SAP CO
7 13 (0.20%) Endur
7 13 (0.20%) Maximo
8 12 (0.19%) iTrent
9 11 (0.17%) SAP ERP
10 10 (0.16%) Workday HCM
11 8 (0.13%) Dynamics AX
11 8 (0.13%) Elite 3E
11 8 (0.13%) Oracle EBS
12 7 (0.11%) Q-Pulse
12 7 (0.11%) Sage X3
12 7 (0.11%) SAP Business One
13 6 (0.094%) Sage 200
Cloud Services
1 1,342 (20.97%) Azure
2 972 (15.19%) Microsoft 365
3 794 (12.41%) AWS
4 485 (7.58%) Power Platform
5 336 (5.25%) SaaS
6 293 (4.58%) GCP
7 274 (4.28%) Entra ID
8 178 (2.78%) Serverless
9 169 (2.64%) GitHub
10 158 (2.47%) Azure DevOps
11 122 (1.91%) Power Automate
12 109 (1.70%) Dynamics 365
13 98 (1.53%) Amazon S3
14 88 (1.38%) Google Workspace
15 87 (1.36%) AWS Lambda
16 84 (1.31%) GitHub Actions
17 82 (1.28%) Azure Data Factory
18 78 (1.22%) PowerApps
19 77 (1.20%) AWS CloudFormation
20 74 (1.16%) PaaS
Communications & Networking
1 385 (6.02%) DNS
2 380 (5.94%) Firewall
3 325 (5.08%) DHCP
4 255 (3.98%) VPN
5 220 (3.44%) WAN
6 206 (3.22%) Wi-Fi
7 190 (2.97%) TCP/IP
8 189 (2.95%) LAN
9 181 (2.83%) Broadband
10 114 (1.78%) VLAN
11 110 (1.72%) Wireless
12 97 (1.52%) VoIP
13 67 (1.05%) SD-WAN
14 59 (0.92%) Network Security
15 50 (0.78%) SAN
16 39 (0.61%) Internet
17 34 (0.53%) HTTP
18 29 (0.45%) BGP
18 29 (0.45%) OSPF
19 28 (0.44%) Structured Cabling
Database & Business Intelligence
1 407 (6.36%) Power BI
2 289 (4.52%) SQL Server
3 125 (1.95%) Data Warehouse
4 117 (1.83%) NoSQL
5 115 (1.80%) Tableau
6 96 (1.50%) PostgreSQL
7 86 (1.34%) Relational Database
8 79 (1.23%) MySQL
9 75 (1.17%) SQL Server Reporting Services
10 74 (1.16%) Amazon RDS
11 58 (0.91%) SQL Server Integration Services
12 56 (0.88%) Power Query
13 55 (0.86%) MongoDB
14 52 (0.81%) DynamoDB
15 49 (0.77%) Azure SQL Database
16 45 (0.70%) Amazon Redshift
17 42 (0.66%) Metadata
18 41 (0.64%) Big Data
18 41 (0.64%) Data Lake
19 27 (0.42%) DB2
Development Applications
1 272 (4.25%) Git
2 215 (3.36%) JIRA
3 113 (1.77%) Jenkins
4 103 (1.61%) GitLab
5 39 (0.61%) Selenium
6 23 (0.36%) Cucumber
6 23 (0.36%) Rational DOORS
6 23 (0.36%) Visual Studio
7 21 (0.33%) Cypress.io
7 21 (0.33%) Maven
8 20 (0.31%) Chocolatey
8 20 (0.31%) SonarQube
9 18 (0.28%) Bitbucket
10 17 (0.27%) Burp Suite
10 17 (0.27%) CircleCI
10 17 (0.27%) Metasploit
11 15 (0.23%) JUnit
12 14 (0.22%) TeamCity
13 13 (0.20%) LabVIEW
14 12 (0.19%) SQL Server Management Studio (SSMS)
General
1 3,024 (47.25%) Social Skills
2 1,925 (30.08%) Analytical Skills
3 1,394 (21.78%) Finance
4 430 (6.72%) Organisational Skills
5 362 (5.66%) Inclusion and Diversity
6 343 (5.36%) Marketing
7 310 (4.84%) Manufacturing
8 301 (4.70%) Law
9 300 (4.69%) Banking
10 297 (4.64%) Retail
11 282 (4.41%) Legal
12 274 (4.28%) Public Sector
13 157 (2.45%) Presentation Skills
14 155 (2.42%) Telecoms
15 141 (2.20%) Electronics
16 102 (1.59%) Documentation Skills
17 86 (1.34%) Games
18 82 (1.28%) Automotive
19 80 (1.25%) Advertising
20 73 (1.14%) Influencing Skills
Job Titles
1 919 (14.36%) Analyst
2 771 (12.05%) Senior
3 687 (10.73%) IT Support
4 609 (9.52%) Support Engineer
5 566 (8.84%) Developer
6 400 (6.25%) Lead
7 387 (6.05%) IT Engineer
8 309 (4.83%) IT Support Engineer
9 279 (4.36%) Support Analyst
10 244 (3.81%) Consultant
11 217 (3.39%) Architect
12 216 (3.38%) Support Technician
13 199 (3.11%) Business Analyst
14 193 (3.02%) Software Engineer
15 192 (3.00%) Infrastructure Engineer
16 180 (2.81%) 2nd Line Support
17 176 (2.75%) Technical Support
18 175 (2.73%) Systems Engineer
19 164 (2.56%) IT Technician
20 147 (2.30%) Data Engineer
Libraries, Frameworks & Software Standards
1 243 (3.80%) React
2 238 (3.72%) .NET
3 211 (3.30%) HTML
4 176 (2.75%) CSS
5 147 (2.30%) Node.js
5 147 (2.30%) REST
6 121 (1.89%) RESTful
7 81 (1.27%) Middleware
8 78 (1.22%) SOAP
9 71 (1.11%) Spring
10 70 (1.09%) JSON
11 65 (1.02%) XML
12 62 (0.97%) Kafka
13 61 (0.95%) AngularJS
14 60 (0.94%) Vue
15 52 (0.81%) Django
15 52 (0.81%) OAuth
15 52 (0.81%) Web Services
16 50 (0.78%) gRPC
16 50 (0.78%) Spring Boot
Miscellaneous
1 421 (6.58%) Onboarding
2 407 (6.36%) Driving Licence
3 348 (5.44%) Self-Motivation
4 202 (3.16%) Management Information System
5 193 (3.02%) Cloud Native
6 168 (2.63%) Analytical Mindset
7 166 (2.59%) Product Ownership
8 151 (2.36%) Distributed Systems
9 140 (2.19%) Data Centre
10 118 (1.84%) Legacy Systems
11 100 (1.56%) Enterprise Software
12 91 (1.42%) Social Media
13 90 (1.41%) Mobile App
14 79 (1.23%) Data Structures
15 70 (1.09%) Low-Code
16 64 (1.00%) Security Posture
17 63 (0.98%) Algorithms
18 58 (0.91%) Video\Live Streaming
19 55 (0.86%) IoT
20 54 (0.84%) Virtual Team
Operating Systems
1 1,023 (15.98%) Windows
2 393 (6.14%) Linux
3 392 (6.13%) Windows Server
4 168 (2.63%) Windows 10
5 106 (1.66%) Android
5 106 (1.66%) Windows Server 2016
6 90 (1.41%) Apple iOS
7 84 (1.31%) Mac OS
8 53 (0.83%) Windows Server 2019
9 48 (0.75%) Unix
10 41 (0.64%) Red Hat Enterprise Linux
11 34 (0.53%) Windows Server 2012
12 33 (0.52%) CentOS
13 28 (0.44%) Ubuntu
14 25 (0.39%) VMS
15 19 (0.30%) Windows 7
16 16 (0.25%) Mac OS X
17 11 (0.17%) Debian
18 9 (0.14%) Windows 8
19 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,187 (18.55%) Continuous Improvement
2 1,011 (15.80%) Agile
3 940 (14.69%) Customer Service
4 682 (10.66%) Decision-Making
5 675 (10.55%) CI/CD
6 674 (10.53%) AI
7 664 (10.38%) Mentoring
8 636 (9.94%) Analytics
9 609 (9.52%) DevOps
10 579 (9.05%) ITIL
11 531 (8.30%) Project Management
12 527 (8.23%) Business Intelligence
13 499 (7.80%) Stakeholder Management
14 484 (7.56%) Computer Science
15 471 (7.36%) Software Engineering
16 441 (6.89%) Cybersecurity
17 439 (6.86%) Roadmaps
18 417 (6.52%) Coaching
19 356 (5.56%) Collaborative Working
20 352 (5.50%) CRM
Programming Languages
1 977 (15.27%) Python
2 892 (13.94%) SQL
3 418 (6.53%) JavaScript
4 339 (5.30%) Java
5 299 (4.67%) PowerShell
6 260 (4.06%) C#
7 192 (3.00%) TypeScript
8 153 (2.39%) Bash
9 90 (1.41%) Go
10 89 (1.39%) C++
11 80 (1.25%) Data Analysis Expressions
11 80 (1.25%) PHP
12 64 (1.00%) Scala
13 53 (0.83%) C
14 42 (0.66%) T-SQL
15 37 (0.58%) Kotlin
16 36 (0.56%) Rust
17 34 (0.53%) Bicep
18 33 (0.52%) Apex Code
19 32 (0.50%) R
Qualifications
1 1,180 (18.44%) Degree
2 422 (6.59%) Security Cleared
3 263 (4.11%) SC Cleared
4 245 (3.83%) Computer Science Degree
5 207 (3.23%) DBS Check
6 180 (2.81%) Microsoft Certification
7 123 (1.92%) Master's Degree
8 114 (1.78%) CISSP
9 103 (1.61%) DV Cleared
10 98 (1.53%) Cisco Certification
11 88 (1.38%) A+ Certification
12 81 (1.27%) BPSS Clearance
13 79 (1.23%) ACCA
14 78 (1.22%) PMI Certification
15 69 (1.08%) CIMA
16 68 (1.06%) CCNA
17 63 (0.98%) PMP
18 58 (0.91%) Network+ Certification
19 57 (0.89%) Azure Certification
20 56 (0.88%) AWS Certification
Quality Assurance & Compliance
1 312 (4.88%) QA
2 301 (4.70%) Data Quality
3 251 (3.92%) GDPR
4 172 (2.69%) SLA
5 160 (2.50%) ISO/IEC 27001
6 146 (2.28%) Cyber Essentials
7 138 (2.16%) NIST
8 117 (1.83%) PCI DSS
9 99 (1.55%) Accessibility
10 48 (0.75%) Cyber Essentials PLUS
11 33 (0.52%) ISO 9001
11 33 (0.52%) SOC 2
12 27 (0.42%) Actionable Recommendations
12 27 (0.42%) PMO
13 26 (0.41%) COBIT
14 25 (0.39%) GRC
15 14 (0.22%) GMP
16 11 (0.17%) ISO/IEC 20000
16 11 (0.17%) Sarbanes-Oxley
16 11 (0.17%) TickIT
System Software
1 699 (10.92%) Active Directory
2 296 (4.63%) Docker
3 190 (2.97%) Hyper-V
4 163 (2.55%) VMware Infrastructure
5 49 (0.77%) Terminal Server
6 41 (0.64%) Virtual Desktop
7 33 (0.52%) Firmware
8 30 (0.47%) Virtual Machines
9 19 (0.30%) vSphere
10 14 (0.22%) KVM
11 9 (0.14%) IAG
11 9 (0.14%) VMware ESXi
11 9 (0.14%) VMware Workstation
12 6 (0.094%) XenApp
13 5 (0.078%) Slurm Workload Manager
13 5 (0.078%) Virtual Servers
14 4 (0.063%) Embedded Firmware
14 4 (0.063%) Microsoft Virtual Server
15 3 (0.047%) VMware NSX
16 2 (0.031%) BitLocker
Systems Management
1 295 (4.61%) Terraform
2 241 (3.77%) Microsoft Intune
3 230 (3.59%) Kubernetes
4 152 (2.38%) Ansible
5 92 (1.44%) Grafana
6 84 (1.31%) SCCM
7 50 (0.78%) Prometheus
8 30 (0.47%) Single Sign-On
9 28 (0.44%) Nagios
10 23 (0.36%) Active Directory Federation Services
11 20 (0.31%) BMC PATROL
12 19 (0.30%) Kibana
13 16 (0.25%) Autotask
14 15 (0.23%) Argo
15 14 (0.22%) Jamf Pro
16 13 (0.20%) Puppet
17 12 (0.19%) Cisco CUCM
17 12 (0.19%) Nessus
17 12 (0.19%) vCenter Server
18 10 (0.16%) WSUS
Vendors
1 1,666 (26.03%) Microsoft
2 251 (3.92%) VMware
3 190 (2.97%) Oracle
4 161 (2.52%) Google
5 157 (2.45%) SAP
6 146 (2.28%) ServiceNow
7 137 (2.14%) Cisco
8 135 (2.11%) Salesforce
9 117 (1.83%) Databricks
10 115 (1.80%) SolarWinds
11 104 (1.63%) Veeam
12 99 (1.55%) Splunk
13 81 (1.27%) Apple
14 73 (1.14%) Adobe
15 66 (1.03%) Dell
16 58 (0.91%) Red Hat
17 50 (0.78%) Tanium
18 49 (0.77%) Brocade
18 49 (0.77%) Dynatrace
18 49 (0.77%) Nimble Storage