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

6 months to
23 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 6,415 7,808 12,625
As % of all permanent jobs in England 7.76% 20.50% 14.87%
As % of the Processes & Methodologies category 10.51% 21.94% 17.56%
Number of salaries quoted 4,525 4,263 8,436
10th Percentile £27,500 £27,500 £26,133
25th Percentile £31,500 £33,625 £32,750
Median annual salary (50th Percentile) £47,500 £50,967 £50,000
Median % change year-on-year -6.80% +1.93% -9.09%
75th Percentile £70,000 £71,250 £67,968
90th Percentile £87,500 £88,750 £85,000
UK median annual salary £47,500 £50,890 £49,500
% change year-on-year -6.66% +2.81% -10.00%

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 61,049 35,595 71,881
As % of all permanent jobs advertised in England 73.82% 93.44% 84.69%
Number of salaries quoted 40,362 18,985 53,776
10th Percentile £30,000 £30,000 £29,000
25th Percentile £41,250 £41,250 £40,000
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 £73,367
90th Percentile £100,000 £102,500 £93,750
UK median annual salary £60,000 £59,500 £55,000
% change year-on-year +0.84% +8.18% -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 23 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 23 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 -6 1,928 £70,000 +7.69% 1,073
North of England -11 1,331 £42,500 -5.56% 666
South East -8 1,153 £46,288 -0.46% 728
Midlands -22 878 £42,000 -6.67% 405
North West -16 683 £45,000 -5.26% 366
South West -8 556 £43,500 +8.75% 286
West Midlands -25 516 £42,500 -11.46% 255
Yorkshire -11 509 £41,000 +6.49% 231
East of England -7 480 £42,175 +0.42% 255
East Midlands -11 358 £35,000 -9.09% 151
North East -17 139 £48,445 +7.65% 80
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
1 331 (5.16%) Microsoft Exchange
2 324 (5.05%) SharePoint
3 71 (1.11%) Confluence
4 64 (1.00%) CMS
5 56 (0.87%) Apache
6 41 (0.64%) Apache Airflow
7 33 (0.51%) Apache Spark
8 32 (0.50%) IIS
9 28 (0.44%) WordPress
10 16 (0.25%) SAS
11 14 (0.22%) Palantir Foundry
12 10 (0.16%) Exchange Server 2013
13 8 (0.12%) Drupal
13 8 (0.12%) Exchange Server 2007
13 8 (0.12%) Exchange Server 2010
13 8 (0.12%) nginx
14 6 (0.094%) OpenEdge
15 5 (0.078%) Moodle
15 5 (0.078%) Oracle SOA Suite
15 5 (0.078%) Skype for Business
Applications
1 396 (6.17%) Microsoft Office
2 329 (5.13%) Microsoft Excel
3 50 (0.78%) Microsoft PowerPoint
4 48 (0.75%) Spreadsheet
5 37 (0.58%) MS Visio
6 27 (0.42%) Microsoft Project
7 15 (0.23%) Chatbot
8 10 (0.16%) Maya
9 9 (0.14%) Adobe Creative Suite
9 9 (0.14%) Adobe Illustrator
9 9 (0.14%) Fusion 360
10 8 (0.12%) AutoCAD
10 8 (0.12%) SOLIDWORKS
11 6 (0.094%) Photoshop
12 4 (0.062%) Simulink
12 4 (0.062%) Trello
13 3 (0.047%) Acrobat
13 3 (0.047%) Autodesk Inventor
14 2 (0.031%) Adobe XD
14 2 (0.031%) Sketch
Business Applications
1 61 (0.95%) Dynamics CRM
2 59 (0.92%) SAP S/4HANA
3 33 (0.51%) NetSuite
4 23 (0.36%) Salesforce CRM
5 20 (0.31%) Shopify
6 16 (0.25%) Magento
7 15 (0.23%) Dynamics NAV
8 14 (0.22%) SAP CO
8 14 (0.22%) SAP ERP
9 13 (0.20%) Oracle EBS
10 12 (0.19%) iTrent
11 11 (0.17%) Maximo
12 9 (0.14%) Dynamics AX
12 9 (0.14%) Endur
13 8 (0.12%) Workday HCM
14 7 (0.11%) Elite 3E
14 7 (0.11%) IBM Planning Analytics
14 7 (0.11%) Q-Pulse
14 7 (0.11%) SAP Business One
15 6 (0.094%) Fidessa
Cloud Services
1 1,353 (21.09%) Azure
2 981 (15.29%) Microsoft 365
3 820 (12.78%) AWS
4 479 (7.47%) Power Platform
5 313 (4.88%) SaaS
6 284 (4.43%) GCP
7 268 (4.18%) Entra ID
8 172 (2.68%) Serverless
9 165 (2.57%) Azure DevOps
10 145 (2.26%) GitHub
11 127 (1.98%) Dynamics 365
12 116 (1.81%) Power Automate
13 93 (1.45%) Amazon S3
13 93 (1.45%) PowerApps
14 87 (1.36%) Google Workspace
15 76 (1.18%) PaaS
16 75 (1.17%) AWS Lambda
16 75 (1.17%) GitHub Actions
17 73 (1.14%) IaaS
18 72 (1.12%) OneDrive
Communications & Networking
1 382 (5.95%) Firewall
2 361 (5.63%) DNS
3 294 (4.58%) DHCP
4 250 (3.90%) VPN
5 219 (3.41%) WAN
6 193 (3.01%) Wi-Fi
7 190 (2.96%) LAN
8 183 (2.85%) TCP/IP
9 174 (2.71%) Broadband
10 120 (1.87%) Wireless
11 116 (1.81%) VLAN
12 96 (1.50%) VoIP
13 71 (1.11%) Network Security
14 67 (1.04%) SD-WAN
15 55 (0.86%) SAN
16 42 (0.65%) Internet
17 41 (0.64%) BGP
18 39 (0.61%) OSPF
19 34 (0.53%) HTTP
20 32 (0.50%) VXLAN
Database & Business Intelligence
1 382 (5.95%) Power BI
2 278 (4.33%) SQL Server
3 122 (1.90%) Data Warehouse
4 109 (1.70%) Tableau
5 105 (1.64%) NoSQL
6 94 (1.47%) PostgreSQL
7 84 (1.31%) MySQL
8 78 (1.22%) Relational Database
9 76 (1.18%) SQL Server Reporting Services
10 67 (1.04%) Amazon RDS
11 66 (1.03%) SQL Server Integration Services
12 53 (0.83%) Power Query
13 49 (0.76%) Big Data
14 48 (0.75%) MongoDB
15 47 (0.73%) Amazon Redshift
16 45 (0.70%) DynamoDB
17 38 (0.59%) Metadata
18 37 (0.58%) Data Lake
19 35 (0.55%) Azure SQL Database
20 26 (0.41%) BigQuery
Development Applications
1 285 (4.44%) Git
2 204 (3.18%) JIRA
3 108 (1.68%) GitLab
3 108 (1.68%) Jenkins
4 31 (0.48%) Selenium
5 27 (0.42%) Rational DOORS
6 23 (0.36%) Maven
7 21 (0.33%) Chocolatey
7 21 (0.33%) Cypress.io
7 21 (0.33%) Visual Studio
8 20 (0.31%) Cucumber
9 18 (0.28%) SonarQube
10 17 (0.27%) CircleCI
11 15 (0.23%) Bitbucket
11 15 (0.23%) Burp Suite
11 15 (0.23%) JUnit
11 15 (0.23%) Metasploit
11 15 (0.23%) TeamCity
12 13 (0.20%) LabVIEW
12 13 (0.20%) SQL Server Management Studio (SSMS)
General
1 2,931 (45.69%) Social Skills
2 1,884 (29.37%) Analytical Skills
3 1,320 (20.58%) Finance
4 408 (6.36%) Organisational Skills
5 365 (5.69%) Inclusion and Diversity
6 336 (5.24%) Manufacturing
7 332 (5.18%) Law
8 325 (5.07%) Marketing
9 275 (4.29%) Public Sector
10 270 (4.21%) Legal
11 269 (4.19%) Retail
12 263 (4.10%) Banking
13 156 (2.43%) Telecoms
14 139 (2.17%) Electronics
15 135 (2.10%) Presentation Skills
16 102 (1.59%) Documentation Skills
17 90 (1.40%) Influencing Skills
18 87 (1.36%) Games
19 83 (1.29%) Advertising
20 74 (1.15%) Aerospace
Job Titles
1 838 (13.06%) Analyst
2 808 (12.60%) Senior
3 659 (10.27%) IT Support
4 592 (9.23%) Developer
5 567 (8.84%) Support Engineer
6 413 (6.44%) Lead
7 397 (6.19%) IT Engineer
8 307 (4.79%) IT Support Engineer
9 279 (4.35%) Consultant
10 237 (3.69%) Support Analyst
11 229 (3.57%) Architect
12 226 (3.52%) Support Technician
13 217 (3.38%) Software Engineer
14 198 (3.09%) Infrastructure Engineer
15 194 (3.02%) Systems Engineer
16 169 (2.63%) IT Technician
16 169 (2.63%) Technical Support
17 165 (2.57%) Business Analyst
18 163 (2.54%) 2nd Line Support
19 154 (2.40%) Administrator
Libraries, Frameworks & Software Standards
1 251 (3.91%) .NET
2 242 (3.77%) React
3 209 (3.26%) HTML
4 177 (2.76%) CSS
5 159 (2.48%) REST
6 127 (1.98%) Node.js
7 118 (1.84%) RESTful
8 92 (1.43%) SOAP
9 82 (1.28%) Middleware
10 80 (1.25%) Spring
11 76 (1.18%) JSON
12 69 (1.08%) XML
13 63 (0.98%) Kafka
14 62 (0.97%) AngularJS
14 62 (0.97%) Vue
15 57 (0.89%) OAuth
16 56 (0.87%) Spring Boot
17 55 (0.86%) gRPC
18 50 (0.78%) EDI
19 47 (0.73%) Web Services
Miscellaneous
1 388 (6.05%) Driving Licence
2 374 (5.83%) Onboarding
3 302 (4.71%) Self-Motivation
4 213 (3.32%) Cloud Native
4 213 (3.32%) Management Information System
5 182 (2.84%) Product Ownership
6 166 (2.59%) Data Centre
7 150 (2.34%) Distributed Systems
8 136 (2.12%) Analytical Mindset
9 114 (1.78%) Legacy Systems
10 95 (1.48%) Mobile App
11 92 (1.43%) Enterprise Software
12 90 (1.40%) Social Media
13 82 (1.28%) Data Structures
14 71 (1.11%) Low-Code
15 68 (1.06%) Algorithms
16 65 (1.01%) Virtual Team
17 60 (0.94%) Security Posture
17 60 (0.94%) Video\Live Streaming
18 52 (0.81%) IoT
Operating Systems
1 992 (15.46%) Windows
2 400 (6.24%) Windows Server
3 397 (6.19%) Linux
4 160 (2.49%) Windows 10
5 108 (1.68%) Android
6 101 (1.57%) Windows Server 2016
7 85 (1.33%) Apple iOS
8 80 (1.25%) Mac OS
9 61 (0.95%) Windows Server 2019
10 43 (0.67%) Unix
11 41 (0.64%) Red Hat Enterprise Linux
12 33 (0.51%) CentOS
13 32 (0.50%) Windows Server 2012
14 29 (0.45%) Ubuntu
15 24 (0.37%) VMS
16 16 (0.25%) Windows 7
17 14 (0.22%) Mac OS X
18 10 (0.16%) Debian
19 7 (0.11%) Windows 8
19 7 (0.11%) Windows Server 2008
Processes & Methodologies
1 1,212 (18.89%) Continuous Improvement
2 1,030 (16.06%) Agile
3 908 (14.15%) Customer Service
4 709 (11.05%) CI/CD
5 707 (11.02%) AI
6 706 (11.01%) Mentoring
7 670 (10.44%) Decision-Making
8 615 (9.59%) DevOps
9 612 (9.54%) Analytics
10 529 (8.25%) ITIL
11 523 (8.15%) Stakeholder Management
12 521 (8.12%) Software Engineering
13 490 (7.64%) Roadmaps
14 487 (7.59%) Computer Science
15 475 (7.40%) Project Management
16 456 (7.11%) Business Intelligence
17 442 (6.89%) Cybersecurity
18 439 (6.84%) Coaching
19 379 (5.91%) Collaborative Working
20 368 (5.74%) ERP
Programming Languages
1 977 (15.23%) Python
2 891 (13.89%) SQL
3 430 (6.70%) JavaScript
4 328 (5.11%) Java
5 298 (4.65%) C#
6 288 (4.49%) PowerShell
7 193 (3.01%) TypeScript
8 157 (2.45%) Bash
9 120 (1.87%) C++
10 88 (1.37%) PHP
11 84 (1.31%) Go
12 65 (1.01%) Scala
13 58 (0.90%) Data Analysis Expressions
14 56 (0.87%) C
15 44 (0.69%) T-SQL
16 41 (0.64%) PL/SQL
16 41 (0.64%) R
16 41 (0.64%) Rust
17 35 (0.55%) Apex Code
17 35 (0.55%) Kotlin
Qualifications
1 1,126 (17.55%) Degree
2 471 (7.34%) Security Cleared
3 309 (4.82%) SC Cleared
4 252 (3.93%) Computer Science Degree
5 216 (3.37%) DBS Check
6 188 (2.93%) Microsoft Certification
7 115 (1.79%) Master's Degree
8 111 (1.73%) DV Cleared
9 109 (1.70%) CISSP
10 108 (1.68%) Cisco Certification
11 88 (1.37%) A+ Certification
12 87 (1.36%) BPSS Clearance
13 85 (1.33%) PMI Certification
14 80 (1.25%) Azure Certification
15 71 (1.11%) PMP
16 69 (1.08%) CCNA
17 68 (1.06%) ACCA
18 62 (0.97%) CIMA
19 60 (0.94%) Network+ Certification
20 51 (0.80%) HNC
Quality Assurance & Compliance
1 330 (5.14%) QA
2 296 (4.61%) Data Quality
3 260 (4.05%) GDPR
4 191 (2.98%) SLA
5 151 (2.35%) ISO/IEC 27001
6 147 (2.29%) Cyber Essentials
7 137 (2.14%) NIST
8 135 (2.10%) Accessibility
9 110 (1.71%) PCI DSS
10 45 (0.70%) Cyber Essentials PLUS
11 35 (0.55%) ISO 9001
12 32 (0.50%) PMO
13 31 (0.48%) SOC 2
14 28 (0.44%) GRC
15 24 (0.37%) COBIT
16 21 (0.33%) Actionable Recommendations
17 14 (0.22%) GMP
18 12 (0.19%) IFRS
18 12 (0.19%) TickIT
19 11 (0.17%) PERC
System Software
1 663 (10.34%) Active Directory
2 286 (4.46%) Docker
3 186 (2.90%) Hyper-V
4 184 (2.87%) VMware Infrastructure
5 43 (0.67%) Virtual Desktop
6 42 (0.65%) Terminal Server
7 35 (0.55%) Firmware
8 23 (0.36%) Virtual Machines
9 20 (0.31%) vSphere
10 15 (0.23%) KVM
11 13 (0.20%) VMware ESXi
12 10 (0.16%) IAG
13 7 (0.11%) VMware Workstation
13 7 (0.11%) XenApp
14 4 (0.062%) Embedded Firmware
14 4 (0.062%) Slurm Workload Manager
14 4 (0.062%) VMware NSX
15 3 (0.047%) Microsoft Virtual Server
15 3 (0.047%) Terminal Services
15 3 (0.047%) Virtual Servers
Systems Management
1 299 (4.66%) Terraform
2 241 (3.76%) Microsoft Intune
3 238 (3.71%) Kubernetes
4 148 (2.31%) Ansible
5 90 (1.40%) Grafana
6 83 (1.29%) SCCM
7 55 (0.86%) Prometheus
8 38 (0.59%) Nagios
9 32 (0.50%) Single Sign-On
10 22 (0.34%) Active Directory Federation Services
11 18 (0.28%) Kibana
12 14 (0.22%) Autotask
13 13 (0.20%) Puppet
14 12 (0.19%) Argo
14 12 (0.19%) Jamf Pro
14 12 (0.19%) vCenter Server
15 11 (0.17%) Nessus
16 10 (0.16%) Docker Swarm
16 10 (0.16%) WSUS
16 10 (0.16%) ZABBIX
Vendors
1 1,673 (26.08%) Microsoft
2 266 (4.15%) VMware
3 188 (2.93%) Oracle
4 169 (2.63%) Google
5 153 (2.39%) SAP
6 147 (2.29%) Cisco
7 137 (2.14%) Salesforce
8 131 (2.04%) ServiceNow
9 111 (1.73%) SolarWinds
10 108 (1.68%) Databricks
11 100 (1.56%) Veeam
12 91 (1.42%) Splunk
13 79 (1.23%) Apple
14 70 (1.09%) Adobe
15 64 (1.00%) Dell
16 54 (0.84%) Red Hat
17 51 (0.80%) Dynatrace
18 50 (0.78%) Meraki
19 45 (0.70%) Fortinet
19 45 (0.70%) Typelevel