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 10 January 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jan 2026
Same period 2025 Same period 2024
Rank 8 4 9
Rank change year-on-year -4 +5 +4
Permanent jobs citing Problem-Solving 6,478 8,858 7,160
As % of all permanent jobs in England 12.35% 18.37% 14.60%
As % of the Processes & Methodologies category 15.19% 20.26% 16.26%
Number of salaries quoted 4,412 3,912 4,945
10th Percentile £26,500 £31,250 £27,500
25th Percentile £30,780 £40,000 £36,250
Median annual salary (50th Percentile) £45,000 £55,000 £55,000
Median % change year-on-year -18.18% - -
75th Percentile £65,000 £75,000 £72,500
90th Percentile £85,000 £87,500 £90,000
UK median annual salary £45,497 £55,000 £54,500
% change year-on-year -17.28% +0.92% -5.04%

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 42,654 43,715 44,039
As % of all permanent jobs advertised in England 81.32% 90.65% 89.80%
Number of salaries quoted 25,577 21,511 34,063
10th Percentile £28,560 £35,000 £31,750
25th Percentile £37,500 £45,326 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £76,250 £81,250 £80,000
90th Percentile £97,500 £100,000 £98,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

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 10 January 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 10 January 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 -1 1,943 £65,000 - 770
South East -3 1,332 £42,500 -19.05% 1,159
North of England -16 1,236 £45,000 -5.26% 709
Midlands -14 890 £39,000 -22.00% 482
North West -12 688 £47,683 -3.64% 328
South West 0 582 £40,000 -27.27% 441
West Midlands -17 524 £43,105 -21.63% 240
Yorkshire -4 434 £34,000 -21.84% 274
East of England -6 405 £35,000 -31.33% 441
East Midlands +1 365 £35,000 -4.11% 238
North East 0 114 £33,500 -33.00% 118
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
1 315 (4.86%) Microsoft Exchange
2 270 (4.17%) SharePoint
3 81 (1.25%) Confluence
4 51 (0.79%) IIS
5 47 (0.73%) Apache
6 41 (0.63%) Apache Spark
7 35 (0.54%) Apache Airflow
8 30 (0.46%) CMS
9 24 (0.37%) WordPress
10 12 (0.19%) Oracle SOA Suite
11 11 (0.17%) nginx
12 10 (0.15%) SAS
13 7 (0.11%) Anypoint
13 7 (0.11%) Apache Solr
14 6 (0.093%) HCL Notes
15 5 (0.077%) Camunda
15 5 (0.077%) Drupal
15 5 (0.077%) Exchange Server 2013
15 5 (0.077%) Umbraco
16 3 (0.046%) Liferay
Applications
1 484 (7.47%) Microsoft Excel
2 478 (7.38%) Microsoft Office
3 92 (1.42%) Microsoft PowerPoint
4 36 (0.56%) Spreadsheet
5 35 (0.54%) Maya
6 30 (0.46%) MS Visio
7 26 (0.40%) Microsoft Project
8 20 (0.31%) AutoCAD
9 17 (0.26%) Photoshop
10 15 (0.23%) Adobe Creative Suite
11 12 (0.19%) Adobe Illustrator
11 12 (0.19%) SOLIDWORKS
12 9 (0.14%) Adobe Premiere
13 6 (0.093%) Simulink
14 5 (0.077%) Adobe After Effects
14 5 (0.077%) Adobe XD
14 5 (0.077%) Trello
15 4 (0.062%) Autodesk Inventor
15 4 (0.062%) Chatbot
15 4 (0.062%) Fusion 360
Business Applications
1 112 (1.73%) SAP S/4HANA
2 93 (1.44%) Dynamics CRM
3 38 (0.59%) NetSuite
4 23 (0.36%) SAP CO
5 21 (0.32%) SAP FI
6 17 (0.26%) SAP FI/CO
7 15 (0.23%) Salesforce CRM
7 15 (0.23%) Shopify
8 14 (0.22%) Endur
8 14 (0.22%) Oracle Payables
9 12 (0.19%) Oracle Receivables
9 12 (0.19%) SAP Business One
10 11 (0.17%) Oracle Assets
10 11 (0.17%) Sage 200
11 10 (0.15%) Payment Gateway
12 8 (0.12%) Dynamics NAV
12 8 (0.12%) iTrent
12 8 (0.12%) JDE EnterpriseOne
13 6 (0.093%) Sage X3
13 6 (0.093%) SAP ERP
Cloud Services
1 1,432 (22.11%) Azure
2 909 (14.03%) Microsoft 365
3 704 (10.87%) AWS
4 537 (8.29%) Power Platform
5 414 (6.39%) SaaS
6 265 (4.09%) Entra ID
7 220 (3.40%) GCP
8 183 (2.82%) Azure DevOps
9 151 (2.33%) GitHub
10 139 (2.15%) Serverless
11 111 (1.71%) Power Automate
12 98 (1.51%) Dynamics 365
13 75 (1.16%) PowerApps
14 71 (1.10%) AWS Lambda
15 70 (1.08%) Amazon S3
16 66 (1.02%) Azure Data Factory
17 64 (0.99%) AWS CloudFormation
18 58 (0.90%) Google Workspace
18 58 (0.90%) PaaS
19 57 (0.88%) Azure Synapse Analytics
Communications & Networking
1 394 (6.08%) DNS
2 335 (5.17%) DHCP
3 325 (5.02%) Firewall
4 207 (3.20%) VPN
5 185 (2.86%) TCP/IP
6 173 (2.67%) Wi-Fi
7 166 (2.56%) WAN
8 140 (2.16%) LAN
9 113 (1.74%) VLAN
10 86 (1.33%) VoIP
11 81 (1.25%) Wireless
12 75 (1.16%) Broadband
13 65 (1.00%) Network Security
14 57 (0.88%) Remote Desktop
15 49 (0.76%) SAN
16 44 (0.68%) SD-WAN
17 43 (0.66%) Internet
18 29 (0.45%) Unified Communications
19 25 (0.39%) BGP
19 25 (0.39%) Structured Cabling
Database & Business Intelligence
1 449 (6.93%) Power BI
2 318 (4.91%) SQL Server
3 157 (2.42%) Relational Database
4 140 (2.16%) Tableau
5 135 (2.08%) Data Warehouse
6 129 (1.99%) PostgreSQL
7 120 (1.85%) MySQL
8 116 (1.79%) Data Lake
9 115 (1.78%) Amazon RDS
10 111 (1.71%) NoSQL
11 67 (1.03%) SQL Server Reporting Services
12 66 (1.02%) SAP BW
13 62 (0.96%) MongoDB
14 57 (0.88%) Metadata
15 49 (0.76%) SQL Server Integration Services
16 44 (0.68%) Amazon Redshift
17 43 (0.66%) Big Data
17 43 (0.66%) DynamoDB
18 42 (0.65%) Azure SQL Database
19 30 (0.46%) Oracle Reports
Development Applications
1 270 (4.17%) Git
2 247 (3.81%) JIRA
3 93 (1.44%) Jenkins
4 78 (1.20%) GitLab
5 58 (0.90%) Selenium
6 23 (0.36%) Bitbucket
6 23 (0.36%) Visual Studio
7 22 (0.34%) Cypress.io
8 20 (0.31%) LabVIEW
9 18 (0.28%) Octopus Deploy
9 18 (0.28%) TeamCity
10 17 (0.26%) Robot Framework
11 16 (0.25%) Maven
11 16 (0.25%) SonarQube
12 15 (0.23%) JUnit
13 14 (0.22%) Burp Suite
13 14 (0.22%) Metasploit
13 14 (0.22%) Snyk
13 14 (0.22%) WebDriver
14 12 (0.19%) Cucumber
General
1 3,504 (54.09%) Social Skills
2 1,970 (30.41%) Analytical Skills
3 1,560 (24.08%) Finance
4 414 (6.39%) Marketing
5 369 (5.70%) Law
6 357 (5.51%) Retail
7 341 (5.26%) Manufacturing
8 337 (5.20%) Organisational Skills
9 289 (4.46%) Legal
10 271 (4.18%) Inclusion and Diversity
11 255 (3.94%) Public Sector
12 252 (3.89%) Banking
13 182 (2.81%) Telecoms
14 170 (2.62%) Presentation Skills
15 161 (2.49%) Electronics
16 120 (1.85%) Games
17 96 (1.48%) Influencing Skills
18 87 (1.34%) Automotive
19 80 (1.23%) Documentation Skills
20 78 (1.20%) Financial Institution
Job Titles
1 1,043 (16.10%) Analyst
2 786 (12.13%) Senior
3 667 (10.30%) IT Support
4 616 (9.51%) Support Engineer
5 601 (9.28%) Developer
6 448 (6.92%) Lead
7 358 (5.53%) Support Analyst
8 300 (4.63%) Technical Support
9 265 (4.09%) IT Engineer
10 248 (3.83%) Business Analyst
11 229 (3.54%) Consultant
12 220 (3.40%) IT Support Engineer
13 218 (3.37%) Architect
14 209 (3.23%) Technical Engineer
15 195 (3.01%) Technical Support Engineer
16 186 (2.87%) 2nd Line Support
17 182 (2.81%) Support Technician
18 166 (2.56%) Applications Support
18 166 (2.56%) Systems Engineer
19 147 (2.27%) IT Analyst
Libraries, Frameworks & Software Standards
1 279 (4.31%) .NET
2 259 (4.00%) React
3 238 (3.67%) HTML
4 188 (2.90%) CSS
5 150 (2.32%) REST
6 145 (2.24%) Node.js
7 122 (1.88%) RESTful
8 99 (1.53%) AngularJS
9 72 (1.11%) XML
10 70 (1.08%) JSON
10 70 (1.08%) Spring
11 67 (1.03%) Vue
12 60 (0.93%) .NET Framework
13 59 (0.91%) SOAP
14 58 (0.90%) ASP.NET
15 57 (0.88%) Kafka
16 51 (0.79%) Middleware
17 49 (0.76%) Django
18 46 (0.71%) Flask
18 46 (0.71%) Web Services
Miscellaneous
1 523 (8.07%) Onboarding
2 503 (7.76%) Driving Licence
3 414 (6.39%) Self-Motivation
4 214 (3.30%) Management Information System
5 198 (3.06%) Analytical Mindset
6 154 (2.38%) Cloud Native
7 153 (2.36%) Legacy Systems
8 147 (2.27%) Product Ownership
9 114 (1.76%) Data Centre
9 114 (1.76%) Enterprise Software
10 74 (1.14%) Algorithms
11 70 (1.08%) Data Structures
12 65 (1.00%) Distributed Systems
12 65 (1.00%) Virtual Team
13 63 (0.97%) Mobile App
14 62 (0.96%) FMCG
15 60 (0.93%) Low-Code
16 52 (0.80%) Security Posture
17 44 (0.68%) EPoS
18 43 (0.66%) e-Learning
Operating Systems
1 1,070 (16.52%) Windows
2 418 (6.45%) Windows Server
3 397 (6.13%) Linux
4 165 (2.55%) Windows 10
5 110 (1.70%) Windows Server 2016
6 92 (1.42%) Mac OS
7 76 (1.17%) Android
8 70 (1.08%) Apple iOS
9 60 (0.93%) Unix
10 47 (0.73%) Windows Server 2019
11 31 (0.48%) Windows Server 2012
12 23 (0.36%) VMS
13 22 (0.34%) Windows 7
14 20 (0.31%) Red Hat Enterprise Linux
15 9 (0.14%) CentOS
16 7 (0.11%) Mac OS X
16 7 (0.11%) Ubuntu
17 6 (0.093%) Windows Server 2008
18 4 (0.062%) OpenWrt
18 4 (0.062%) Solaris
Processes & Methodologies
1 1,117 (17.24%) Continuous Improvement
2 1,083 (16.72%) Agile
3 953 (14.71%) Customer Service
4 735 (11.35%) Analytics
5 646 (9.97%) AI
6 629 (9.71%) Decision-Making
7 625 (9.65%) Business Intelligence
8 622 (9.60%) Mentoring
9 621 (9.59%) Project Management
10 579 (8.94%) DevOps
11 550 (8.49%) ITIL
12 521 (8.04%) CI/CD
13 504 (7.78%) Computer Science
14 490 (7.56%) Cybersecurity
15 469 (7.24%) Stakeholder Management
16 450 (6.95%) Change Management
17 447 (6.90%) ERP
18 397 (6.13%) Data Analysis
19 394 (6.08%) CRM
20 382 (5.90%) Process Improvement
Programming Languages
1 1,027 (15.85%) SQL
2 869 (13.41%) Python
3 394 (6.08%) JavaScript
4 345 (5.33%) C#
5 306 (4.72%) PowerShell
6 305 (4.71%) Java
7 147 (2.27%) TypeScript
8 119 (1.84%) Bash
9 97 (1.50%) PHP
10 78 (1.20%) C++
11 61 (0.94%) T-SQL
12 52 (0.80%) Data Analysis Expressions
13 40 (0.62%) R
14 39 (0.60%) C
15 36 (0.56%) Go
16 35 (0.54%) Scala
17 28 (0.43%) VBA
18 27 (0.42%) MATLAB
19 26 (0.40%) PL/SQL
20 23 (0.36%) Perl
Qualifications
1 1,573 (24.28%) Degree
2 517 (7.98%) Security Cleared
3 333 (5.14%) SC Cleared
4 242 (3.74%) Computer Science Degree
5 174 (2.69%) Master's Degree
5 174 (2.69%) Microsoft Certification
6 141 (2.18%) DBS Check
7 130 (2.01%) DV Cleared
8 106 (1.64%) CISSP
9 101 (1.56%) BPSS Clearance
10 91 (1.40%) Cisco Certification
11 83 (1.28%) ACCA
12 69 (1.07%) CIMA
13 68 (1.05%) A+ Certification
14 65 (1.00%) Network+ Certification
15 62 (0.96%) CCNA
16 61 (0.94%) AWS Certification
17 59 (0.91%) CISM
17 59 (0.91%) PMI Certification
18 58 (0.90%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 367 (5.67%) QA
2 329 (5.08%) Data Quality
3 199 (3.07%) GDPR
4 176 (2.72%) Cyber Essentials
5 164 (2.53%) ISO/IEC 27001
6 137 (2.11%) Accessibility
7 135 (2.08%) SLA
8 112 (1.73%) PCI DSS
9 79 (1.22%) NIST
10 47 (0.73%) Cyber Essentials PLUS
11 32 (0.49%) ISO 9001
11 32 (0.49%) PMO
12 26 (0.40%) Actionable Recommendations
13 16 (0.25%) GRC
14 15 (0.23%) SOC 2
15 14 (0.22%) COBIT
16 12 (0.19%) WCAG
17 9 (0.14%) ISO 13485
18 8 (0.12%) ISAE 3402
18 8 (0.12%) ISO/IEC 20000
System Software
1 744 (11.49%) Active Directory
2 260 (4.01%) Docker
3 227 (3.50%) Hyper-V
4 146 (2.25%) VMware Infrastructure
5 84 (1.30%) Terminal Server
6 29 (0.45%) Virtual Machines
7 28 (0.43%) Firmware
8 23 (0.36%) VMware ESXi
9 18 (0.28%) vSphere
10 15 (0.23%) Virtual Desktop
11 6 (0.093%) KVM
12 5 (0.077%) Virtual Servers
13 4 (0.062%) ProxySG
14 3 (0.046%) BitLocker
14 3 (0.046%) vCloud
14 3 (0.046%) VMware Workstation
15 2 (0.031%) HDFS
15 2 (0.031%) RHEV
15 2 (0.031%) Slurm Workload Manager
15 2 (0.031%) VMware NSX
Systems Management
1 272 (4.20%) Microsoft Intune
2 241 (3.72%) Terraform
3 206 (3.18%) Kubernetes
4 115 (1.78%) Ansible
5 61 (0.94%) Grafana
6 58 (0.90%) SCCM
7 43 (0.66%) Prometheus
8 42 (0.65%) BMC PATROL
9 30 (0.46%) Single Sign-On
10 22 (0.34%) Jamf Pro
11 19 (0.29%) vCenter Server
12 18 (0.28%) Nagios
13 15 (0.23%) Active Directory Federation Services
14 14 (0.22%) Cisco CUCM
15 13 (0.20%) Argo
16 12 (0.19%) FortiGate
17 11 (0.17%) PaperCut
18 10 (0.15%) ZABBIX
19 9 (0.14%) Nmap
20 8 (0.12%) Kibana
Vendors
1 1,696 (26.18%) Microsoft
2 423 (6.53%) SAP
3 287 (4.43%) Oracle
4 279 (4.31%) VMware
5 160 (2.47%) Cisco
6 149 (2.30%) Salesforce
7 139 (2.15%) Veeam
8 135 (2.08%) Google
9 130 (2.01%) ServiceNow
10 129 (1.99%) Splunk
11 125 (1.93%) SolarWinds
12 109 (1.68%) Databricks
13 88 (1.36%) Adobe
14 86 (1.33%) Tanium
15 84 (1.30%) Brocade
15 84 (1.30%) Nimble Storage
16 77 (1.19%) Apple
17 68 (1.05%) Sage
18 55 (0.85%) Dell
19 51 (0.79%) HubSpot