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 vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 4 7 11
Rank change year-on-year +3 +4 +2
Permanent jobs citing Problem-Solving 8,217 10,423 7,149
As % of all permanent jobs advertised in England 19.04% 15.17% 13.09%
As % of the Processes & Methodologies category 21.44% 18.60% 13.89%
Number of salaries quoted 4,617 4,520 5,288
10th Percentile £26,250 £27,500 £27,750
25th Percentile £31,250 £37,500 £37,500
Median annual salary (50th Percentile) £45,000 £52,500 £55,000
Median % change year-on-year -14.29% -4.55% -
75th Percentile £65,000 £71,222 £75,000
90th Percentile £86,250 £85,000 £93,750
UK median annual salary £46,000 £52,500 £55,000
% change year-on-year -12.38% -4.55% -

All Process and 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 38,321 56,044 51,485
As % of all permanent jobs advertised in England 88.80% 81.56% 94.30%
Number of salaries quoted 22,027 32,053 38,570
10th Percentile £28,500 £32,000 £33,500
25th Percentile £37,500 £42,500 £45,000
Median annual salary (50th Percentile) £55,000 £57,500 £62,000
Median % change year-on-year -4.35% -7.26% +3.33%
75th Percentile £76,250 £77,500 £81,250
90th Percentile £97,500 £96,250 £100,000
UK median annual salary £55,000 £57,500 £60,000
% change year-on-year -4.35% -4.17% -

Problem-Solving
Job Vacancy Trend in England

Job postings citing Problem-Solving as a proportion of all IT jobs advertised in England.

Job vacancy trend for Problem-Solving 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 17 September 2025.

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 17 September 2025. 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 +6 2,276 £65,000 - 2,206
North of England -1 1,746 £42,500 -5.56% 1,004
South East +3 1,741 £42,500 -15.00% 1,697
Midlands +1 1,230 £38,000 -15.56% 724
North West -2 997 £48,202 +7.11% 562
West Midlands +1 652 £45,000 -10.00% 404
Yorkshire -2 619 £33,500 -27.17% 311
East of England +1 598 £33,800 -32.40% 464
East Midlands +3 578 £35,000 -12.50% 307
South West -1 561 £36,000 -31.87% 534
North East -3 130 £35,000 +7.69% 141
Problem-Solving
UK

Problem-Solving
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 323 (3.93%) Microsoft Exchange
2 321 (3.91%) SharePoint
3 91 (1.11%) Confluence
4 59 (0.72%) Apache Spark
5 49 (0.60%) IIS
6 45 (0.55%) Apache
7 42 (0.51%) CMS
8 25 (0.30%) Apache Airflow
9 17 (0.21%) nginx
10 13 (0.16%) WordPress
11 12 (0.15%) Tomcat
12 10 (0.12%) OpenEdge
12 10 (0.12%) SAS
13 9 (0.11%) Headless CMS
14 7 (0.085%) Apache Solr
14 7 (0.085%) HCL Notes
14 7 (0.085%) Umbraco
15 6 (0.073%) ArcGIS
15 6 (0.073%) Exchange Server 2013
15 6 (0.073%) Oracle SOA Suite
Applications
1 569 (6.92%) Microsoft Excel
2 522 (6.35%) Microsoft Office
3 107 (1.30%) Microsoft PowerPoint
4 38 (0.46%) MS Visio
5 34 (0.41%) Microsoft Project
6 29 (0.35%) Maya
7 25 (0.30%) Simulink
8 18 (0.22%) Spreadsheet
8 18 (0.22%) Trello
9 16 (0.19%) Mathcad
10 13 (0.16%) Adobe Creative Suite
10 13 (0.16%) Adobe Premiere
10 13 (0.16%) Chatbot
11 12 (0.15%) Photoshop
12 10 (0.12%) Adobe Illustrator
12 10 (0.12%) AutoCAD
13 9 (0.11%) Adobe After Effects
14 6 (0.073%) Adobe XD
15 5 (0.061%) InDesign
15 5 (0.061%) SOLIDWORKS
Business Applications
1 116 (1.41%) SAP S/4HANA
2 104 (1.27%) Dynamics CRM
3 102 (1.24%) NetSuite
4 30 (0.37%) Shopify
5 20 (0.24%) Sage 200
5 20 (0.24%) SAP FI
5 20 (0.24%) Unit4 Business World
6 19 (0.23%) Dynamics NAV
7 16 (0.19%) Sage CRM
7 16 (0.19%) SAP Business One
7 16 (0.19%) SAP CO
8 14 (0.17%) Exchequer
8 14 (0.17%) SAP FI/CO
9 13 (0.16%) SAP WM
10 11 (0.13%) Salesforce CRM
11 10 (0.12%) Oracle Payables
12 9 (0.11%) Infor CloudSuite
12 9 (0.11%) Infor CloudSuite Industrial (formerly SyteLine)
12 9 (0.11%) Magento
13 8 (0.097%) Payment Gateway
Cloud Services
1 1,517 (18.46%) Azure
2 886 (10.78%) Microsoft 365
3 722 (8.79%) AWS
4 608 (7.40%) Power Platform
5 366 (4.45%) SaaS
6 283 (3.44%) GCP
7 255 (3.10%) Entra ID
8 152 (1.85%) Serverless
9 139 (1.69%) Azure DevOps
10 121 (1.47%) Dynamics 365
11 107 (1.30%) OneDrive
12 102 (1.24%) Power Automate
13 95 (1.16%) Azure Data Factory
14 92 (1.12%) AWS Lambda
15 90 (1.10%) GitHub
16 76 (0.92%) Cloud Computing
17 71 (0.86%) PowerApps
18 65 (0.79%) Amazon S3
19 56 (0.68%) PaaS
19 56 (0.68%) Snowflake
Communications & Networking
1 572 (6.96%) VPN
2 417 (5.07%) Firewall
3 292 (3.55%) Cisco IOS
4 276 (3.36%) DNS
5 221 (2.69%) TCP/IP
6 219 (2.67%) DHCP
7 186 (2.26%) WAN
8 183 (2.23%) LAN
9 149 (1.81%) Wi-Fi
10 127 (1.55%) Broadband
11 110 (1.34%) VLAN
12 96 (1.17%) Network Security
13 81 (0.99%) VoIP
14 65 (0.79%) Wireless
15 61 (0.74%) SAN
16 44 (0.54%) Remote Desktop
17 41 (0.50%) Internet
18 39 (0.47%) BGP
19 37 (0.45%) OSPF
20 36 (0.44%) MPLS
Database & Business Intelligence
1 536 (6.52%) Power BI
2 372 (4.53%) SQL Server
3 164 (2.00%) Data Lake
4 157 (1.91%) Data Warehouse
5 151 (1.84%) Relational Database
6 145 (1.76%) MySQL
7 142 (1.73%) PostgreSQL
8 115 (1.40%) Tableau
9 106 (1.29%) NoSQL
10 94 (1.14%) Amazon RDS
11 81 (0.99%) SQL Server Reporting Services
12 74 (0.90%) SQL Server Integration Services
13 65 (0.79%) SAP BW
14 63 (0.77%) Big Data
14 63 (0.77%) MongoDB
15 57 (0.69%) Metadata
16 44 (0.54%) Data Mining
17 37 (0.45%) Elasticsearch
17 37 (0.45%) GIS
18 34 (0.41%) Amazon Redshift
Development Applications
1 286 (3.48%) JIRA
2 270 (3.29%) Git
3 97 (1.18%) Jenkins
4 69 (0.84%) Cucumber
5 68 (0.83%) Robot Framework
6 47 (0.57%) GitLab
7 40 (0.49%) Selenium
8 29 (0.35%) Visual Studio
9 23 (0.28%) Cypress.io
9 23 (0.28%) Octopus Deploy
10 21 (0.26%) JUnit
11 18 (0.22%) Bitbucket
11 18 (0.22%) Postman
12 17 (0.21%) Maven
13 16 (0.19%) SQL Server Management Studio (SSMS)
14 15 (0.18%) Team Foundation Server
15 14 (0.17%) MSBuild
16 13 (0.16%) SonarQube
17 12 (0.15%) IntelliJ
17 12 (0.15%) Vite
General
1 4,081 (49.67%) Social Skills
2 2,509 (30.53%) Analytical Skills
3 1,935 (23.55%) Finance
4 1,224 (14.90%) Manufacturing
5 1,166 (14.19%) Retail
6 782 (9.52%) Inclusion and Diversity
7 661 (8.04%) Law
8 547 (6.66%) Marketing
9 410 (4.99%) Banking
10 336 (4.09%) Organisational Skills
11 300 (3.65%) Legal
12 247 (3.01%) Telecoms
13 234 (2.85%) Public Sector
14 211 (2.57%) Games
15 208 (2.53%) Dutch Language
16 197 (2.40%) Finnish Language
16 197 (2.40%) Norwegian Language
17 176 (2.14%) Electronics
18 168 (2.04%) Presentation Skills
19 119 (1.45%) Influencing Skills
Job Titles
1 1,099 (13.37%) Analyst
2 930 (11.32%) Senior
3 739 (8.99%) Trainer
4 684 (8.32%) Lead
5 651 (7.92%) Developer
6 579 (7.05%) IT Support
7 480 (5.84%) Support Engineer
8 426 (5.18%) Support Analyst
9 361 (4.39%) Infrastructure Engineer
10 329 (4.00%) Technical Support
11 250 (3.04%) Software Engineer
12 232 (2.82%) 2nd Line Support
13 230 (2.80%) Consultant
14 228 (2.77%) Applications Support
15 214 (2.60%) Technical Engineer
16 203 (2.47%) Architect
17 198 (2.41%) Systems Engineer
18 197 (2.40%) Technical Support Engineer
19 180 (2.19%) 1st Line Support
20 157 (1.91%) IT Analyst
Libraries, Frameworks & Software Standards
1 310 (3.77%) .NET
2 290 (3.53%) Elastic Stack
3 271 (3.30%) React
4 257 (3.13%) HTML
5 246 (2.99%) CSS
6 200 (2.43%) REST
7 155 (1.89%) RESTful
8 119 (1.45%) Node.js
9 99 (1.20%) AngularJS
10 98 (1.19%) XML
11 93 (1.13%) ASP.NET
12 86 (1.05%) JSON
13 75 (0.91%) Web Services
14 73 (0.89%) SOAP
15 72 (0.88%) Kafka
16 69 (0.84%) .NET Framework
17 63 (0.77%) Vue
18 62 (0.75%) GraphQL
19 58 (0.71%) Spring
20 54 (0.66%) .NET Core
Miscellaneous
1 784 (9.54%) Robotics
2 404 (4.92%) Self-Motivation
3 399 (4.86%) Onboarding
4 369 (4.49%) Driving Licence
5 363 (4.42%) Management Information System
6 328 (3.99%) Cyberattack
7 252 (3.07%) Analytical Mindset
8 182 (2.21%) Cloud Native
9 164 (2.00%) Product Ownership
10 160 (1.95%) FMCG
11 147 (1.79%) Data Centre
12 146 (1.78%) Algorithms
13 108 (1.31%) Operational Technology
14 92 (1.12%) Legacy Systems
15 77 (0.94%) Enterprise Software
15 77 (0.94%) Linux Command Line
16 75 (0.91%) Manufacturing Execution System
17 72 (0.88%) Data Structures
18 67 (0.82%) e-Learning
19 65 (0.79%) Security Posture
Operating Systems
1 1,375 (16.73%) Windows
2 631 (7.68%) Linux
3 393 (4.78%) Windows Server
4 350 (4.26%) Android
5 216 (2.63%) Windows 10
6 123 (1.50%) Mac OS
7 71 (0.86%) Unix
8 61 (0.74%) Apple iOS
8 61 (0.74%) Windows Server 2016
9 27 (0.33%) Windows 7
10 26 (0.32%) Windows Server 2019
11 21 (0.26%) Red Hat Enterprise Linux
12 14 (0.17%) VMS
12 14 (0.17%) Windows Server 2012
13 8 (0.097%) Windows Server 2008
14 7 (0.085%) CentOS
14 7 (0.085%) Mac OS X
15 6 (0.073%) Ubuntu
16 3 (0.037%) Debian
16 3 (0.037%) zOS
Processes & Methodologies
1 1,394 (16.96%) Artificial Intelligence
2 1,307 (15.91%) Agile
3 1,164 (14.17%) Continuous Improvement
4 1,111 (13.52%) Customer Service
5 1,074 (13.07%) Machine Learning
6 914 (11.12%) DevOps
7 829 (10.09%) Analytics
8 822 (10.00%) Generative AI
9 813 (9.89%) LLM
10 752 (9.15%) Mentoring
11 738 (8.98%) Red Team
12 729 (8.87%) Project Management
13 688 (8.37%) Business Intelligence
14 671 (8.17%) Data Privacy
15 633 (7.70%) Decision-Making
16 631 (7.68%) Cybersecurity
17 571 (6.95%) ITIL
18 560 (6.82%) Software Engineering
19 558 (6.79%) ERP
20 549 (6.68%) Computer Science
Programming Languages
1 1,222 (14.87%) Python
2 1,173 (14.28%) SQL
3 577 (7.02%) PowerShell
4 474 (5.77%) JavaScript
5 435 (5.29%) Bash
6 406 (4.94%) C#
7 388 (4.72%) Java
8 175 (2.13%) TypeScript
9 122 (1.48%) C++
10 97 (1.18%) PHP
11 80 (0.97%) T-SQL
12 53 (0.65%) Go
13 50 (0.61%) R
14 44 (0.54%) VBA
15 41 (0.50%) C
15 41 (0.50%) Kotlin
16 40 (0.49%) Shell Script
17 39 (0.47%) MATLAB
18 30 (0.37%) PL/SQL
19 29 (0.35%) Scala
Qualifications
1 2,387 (29.05%) Degree
2 429 (5.22%) Security Cleared
3 313 (3.81%) Computer Science Degree
4 277 (3.37%) SC Cleared
5 219 (2.67%) Master's Degree
6 213 (2.59%) Microsoft Certification
7 163 (1.98%) DBS Check
8 138 (1.68%) DV Cleared
9 125 (1.52%) PMP
10 123 (1.50%) Cisco Certification
10 123 (1.50%) CISSP
10 123 (1.50%) PMI Certification
11 96 (1.17%) BPSS Clearance
11 96 (1.17%) HNC
12 92 (1.12%) Azure Certification
13 80 (0.97%) A+ Certification
13 80 (0.97%) CCNA
14 76 (0.92%) HND
15 74 (0.90%) CCNP
16 72 (0.88%) CISM
Quality Assurance & Compliance
1 430 (5.23%) QA
2 271 (3.30%) Data Quality
3 236 (2.87%) GDPR
4 167 (2.03%) SLA
5 162 (1.97%) ISO/IEC 27001
6 143 (1.74%) Cyber Essentials
7 129 (1.57%) Accessibility
8 69 (0.84%) NIST
9 65 (0.79%) Cyber Essentials PLUS
10 64 (0.78%) PCI DSS
11 42 (0.51%) PMO
12 27 (0.33%) GRC
13 26 (0.32%) SOC 2
14 25 (0.30%) ISO 9001
15 19 (0.23%) HIPAA
16 18 (0.22%) PMBOK
17 15 (0.18%) ISO/IEC 15288
18 13 (0.16%) NIST 800
19 12 (0.15%) Software Quality Assurance
19 12 (0.15%) WCAG
System Software
1 692 (8.42%) Active Directory
2 544 (6.62%) Docker
3 436 (5.31%) Hyper-V
4 285 (3.47%) vSphere
5 266 (3.24%) VMware NSX
6 175 (2.13%) VMware Infrastructure
7 44 (0.54%) Firmware
8 42 (0.51%) Terminal Server
9 35 (0.43%) VMware ESXi
10 31 (0.38%) Virtual Machines
11 13 (0.16%) Virtual Desktop
12 11 (0.13%) Terminal Services
12 11 (0.13%) XenApp
13 8 (0.097%) ProxySG
14 5 (0.061%) Embedded Firmware
15 4 (0.049%) KVM
16 3 (0.037%) Citrix Hypervisor
16 3 (0.037%) GPFS
16 3 (0.037%) HDFS
16 3 (0.037%) Xen
Systems Management
1 504 (6.13%) Terraform
2 376 (4.58%) Ansible
3 286 (3.48%) Kubernetes
3 286 (3.48%) Microsoft Intune
4 56 (0.68%) Grafana
5 43 (0.52%) SCCM
6 38 (0.46%) Single Sign-On
7 36 (0.44%) Prometheus
8 27 (0.33%) Nagios
9 21 (0.26%) PaperCut
10 18 (0.22%) QRadar
11 13 (0.16%) FortiGate
12 12 (0.15%) Puppet
13 11 (0.13%) Active Directory Federation Services
13 11 (0.13%) Jamf Pro
13 11 (0.13%) RSA Archer
13 11 (0.13%) vCenter Server
14 10 (0.12%) BMC PATROL
14 10 (0.12%) Progress Chef
15 9 (0.11%) EMC NetWorker
Vendors
1 1,822 (22.17%) Microsoft
2 955 (11.62%) Google
3 870 (10.59%) Databricks
4 823 (10.02%) Adobe
5 509 (6.19%) Cisco
6 457 (5.56%) SAP
7 357 (4.34%) Splunk
8 308 (3.75%) Juniper
9 269 (3.27%) 3PAR
9 269 (3.27%) VMware
10 238 (2.90%) Oracle
11 186 (2.26%) Salesforce
12 156 (1.90%) ServiceNow
13 93 (1.13%) Siemens
14 91 (1.11%) SolarWinds
15 89 (1.08%) Apple
16 84 (1.02%) BT
17 82 (1.00%) Veeam
18 77 (0.94%) Rockwell
19 68 (0.83%) Workday