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

6 months to
9 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 6,261 7,422 12,637
As % of all permanent jobs in England 7.75% 19.05% 15.04%
As % of the Processes & Methodologies category 10.43% 20.40% 17.65%
Number of salaries quoted 4,409 4,566 8,506
10th Percentile £27,500 £27,750 £26,133
25th Percentile £31,250 £35,275 £32,813
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 £89,375 £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 60,055 36,381 71,611
As % of all permanent jobs advertised in England 74.36% 93.39% 85.24%
Number of salaries quoted 38,771 20,528 53,796
10th Percentile £30,000 £30,500 £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 9 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 9 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 1,907 £70,000 +7.69% 960
North of England -18 1,259 £42,500 -5.56% 606
South East -9 1,134 £46,750 -6.50% 763
Midlands -22 876 £40,000 -11.11% 395
North West -15 654 £45,000 -5.26% 343
South West -8 532 £43,500 +2.35% 270
West Midlands -24 523 £42,500 -11.46% 241
Yorkshire -12 481 £41,500 +3.75% 195
East of England -8 465 £40,678 -14.36% 252
East Midlands -10 350 £35,000 -12.50% 155
North East -20 124 £48,500 +7.78% 73
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
1 325 (5.19%) Microsoft Exchange
2 305 (4.87%) SharePoint
3 66 (1.05%) Confluence
4 58 (0.93%) CMS
5 57 (0.91%) Apache
6 45 (0.72%) Apache Airflow
7 32 (0.51%) Apache Spark
8 28 (0.45%) WordPress
9 26 (0.42%) IIS
10 15 (0.24%) SAS
11 14 (0.22%) Palantir Foundry
12 11 (0.18%) 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 (0.080%) OpenStack
16 5 (0.080%) Skype for Business
17 4 (0.064%) Moodle
17 4 (0.064%) Oracle SOA Suite
Applications
1 408 (6.52%) Microsoft Office
2 322 (5.14%) Microsoft Excel
3 53 (0.85%) Microsoft PowerPoint
4 47 (0.75%) Spreadsheet
5 38 (0.61%) MS Visio
6 28 (0.45%) Microsoft Project
7 14 (0.22%) Chatbot
8 9 (0.14%) Adobe Illustrator
8 9 (0.14%) Fusion 360
8 9 (0.14%) Maya
9 8 (0.13%) Adobe Creative Suite
10 7 (0.11%) AutoCAD
11 6 (0.096%) Photoshop
12 5 (0.080%) SOLIDWORKS
13 4 (0.064%) Simulink
14 3 (0.048%) Adobe XD
14 3 (0.048%) Trello
15 2 (0.032%) Autodesk Inventor
15 2 (0.032%) Notion
15 2 (0.032%) Sketch
Business Applications
1 62 (0.99%) 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%) Endur
10 11 (0.18%) Maximo
11 10 (0.16%) Oracle EBS
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/CO
Cloud Services
1 1,298 (20.73%) Azure
2 950 (15.17%) Microsoft 365
3 785 (12.54%) AWS
4 473 (7.55%) Power Platform
5 315 (5.03%) SaaS
6 289 (4.62%) GCP
7 260 (4.15%) Entra ID
8 170 (2.72%) Serverless
9 163 (2.60%) Azure DevOps
10 154 (2.46%) GitHub
11 119 (1.90%) Dynamics 365
12 118 (1.88%) Power Automate
13 89 (1.42%) Amazon S3
14 86 (1.37%) Google Workspace
15 85 (1.36%) PowerApps
16 78 (1.25%) AWS Lambda
16 78 (1.25%) GitHub Actions
17 76 (1.21%) PaaS
18 73 (1.17%) IaaS
19 72 (1.15%) Azure Data Factory
Communications & Networking
1 370 (5.91%) Firewall
2 351 (5.61%) DNS
3 286 (4.57%) DHCP
4 250 (3.99%) VPN
5 217 (3.47%) WAN
6 189 (3.02%) Wi-Fi
7 188 (3.00%) LAN
8 176 (2.81%) TCP/IP
9 174 (2.78%) Broadband
10 116 (1.85%) Wireless
11 104 (1.66%) VLAN
12 93 (1.49%) 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 32 (0.51%) OSPF
19 31 (0.50%) BGP
20 30 (0.48%) VXLAN
Database & Business Intelligence
1 390 (6.23%) Power BI
2 275 (4.39%) SQL Server
3 123 (1.96%) Data Warehouse
4 107 (1.71%) Tableau
5 106 (1.69%) NoSQL
6 91 (1.45%) PostgreSQL
7 84 (1.34%) MySQL
8 80 (1.28%) Relational Database
9 68 (1.09%) SQL Server Reporting Services
10 63 (1.01%) SQL Server Integration Services
11 57 (0.91%) Amazon RDS
12 56 (0.89%) Power Query
13 49 (0.78%) MongoDB
14 47 (0.75%) Amazon Redshift
15 42 (0.67%) Big Data
16 41 (0.65%) Data Lake
16 41 (0.65%) DynamoDB
17 37 (0.59%) Metadata
18 34 (0.54%) Azure SQL Database
19 27 (0.43%) BigQuery
Development Applications
1 273 (4.36%) Git
2 209 (3.34%) JIRA
3 107 (1.71%) Jenkins
4 104 (1.66%) GitLab
5 34 (0.54%) Selenium
6 24 (0.38%) Rational DOORS
7 22 (0.35%) Visual Studio
8 21 (0.34%) Cypress.io
8 21 (0.34%) Maven
9 20 (0.32%) Chocolatey
9 20 (0.32%) SonarQube
10 19 (0.30%) Cucumber
11 18 (0.29%) Bitbucket
12 17 (0.27%) CircleCI
13 16 (0.26%) Burp Suite
13 16 (0.26%) Metasploit
13 16 (0.26%) TeamCity
14 13 (0.21%) LabVIEW
14 13 (0.21%) SQL Server Management Studio (SSMS)
15 11 (0.18%) JUnit
General
1 2,883 (46.05%) Social Skills
2 1,848 (29.52%) Analytical Skills
3 1,313 (20.97%) Finance
4 409 (6.53%) Organisational Skills
5 366 (5.85%) Inclusion and Diversity
6 331 (5.29%) Marketing
7 323 (5.16%) Manufacturing
8 308 (4.92%) Law
9 269 (4.30%) Banking
10 263 (4.20%) Retail
11 261 (4.17%) Public Sector
12 256 (4.09%) Legal
13 154 (2.46%) Telecoms
14 137 (2.19%) Electronics
15 129 (2.06%) Presentation Skills
16 101 (1.61%) Documentation Skills
17 87 (1.39%) Games
18 86 (1.37%) Influencing Skills
19 78 (1.25%) Advertising
20 68 (1.09%) Aerospace
Job Titles
1 851 (13.59%) Analyst
2 777 (12.41%) Senior
3 651 (10.40%) IT Support
4 574 (9.17%) Developer
5 563 (8.99%) Support Engineer
6 403 (6.44%) Lead
7 381 (6.09%) IT Engineer
8 295 (4.71%) IT Support Engineer
9 256 (4.09%) Consultant
10 249 (3.98%) Support Analyst
11 214 (3.42%) Architect
12 213 (3.40%) Support Technician
13 191 (3.05%) Software Engineer
14 189 (3.02%) Infrastructure Engineer
15 172 (2.75%) Systems Engineer
16 170 (2.72%) Business Analyst
17 166 (2.65%) 2nd Line Support
17 166 (2.65%) Technical Support
18 156 (2.49%) IT Technician
19 153 (2.44%) Administrator
Libraries, Frameworks & Software Standards
1 240 (3.83%) .NET
2 235 (3.75%) React
3 207 (3.31%) HTML
4 176 (2.81%) CSS
5 154 (2.46%) REST
6 134 (2.14%) Node.js
7 113 (1.80%) RESTful
8 87 (1.39%) Middleware
9 85 (1.36%) SOAP
10 69 (1.10%) JSON
11 67 (1.07%) Spring
12 65 (1.04%) XML
13 59 (0.94%) AngularJS
13 59 (0.94%) Kafka
14 57 (0.91%) Vue
15 53 (0.85%) OAuth
16 51 (0.81%) Spring Boot
17 50 (0.80%) gRPC
18 48 (0.77%) EDI
19 46 (0.73%) Web Services
Miscellaneous
1 392 (6.26%) Onboarding
2 390 (6.23%) Driving Licence
3 313 (5.00%) Self-Motivation
4 205 (3.27%) Management Information System
5 193 (3.08%) Cloud Native
6 173 (2.76%) Product Ownership
7 151 (2.41%) Data Centre
8 149 (2.38%) Distributed Systems
9 141 (2.25%) Analytical Mindset
10 99 (1.58%) Legacy Systems
11 96 (1.53%) Enterprise Software
12 91 (1.45%) Mobile App
13 89 (1.42%) Social Media
14 78 (1.25%) 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
18 57 (0.91%) Virtual Team
19 52 (0.83%) IoT
Operating Systems
1 965 (15.41%) Windows
2 379 (6.05%) Linux
3 366 (5.85%) Windows Server
4 161 (2.57%) Windows 10
5 105 (1.68%) Android
6 91 (1.45%) Windows Server 2016
7 88 (1.41%) Apple iOS
8 81 (1.29%) Mac OS
9 54 (0.86%) Windows Server 2019
10 45 (0.72%) Unix
11 43 (0.69%) Red Hat Enterprise Linux
12 33 (0.53%) Windows Server 2012
13 32 (0.51%) CentOS
14 26 (0.42%) Ubuntu
15 23 (0.37%) VMS
16 17 (0.27%) 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 1,160 (18.53%) Continuous Improvement
2 991 (15.83%) Agile
3 886 (14.15%) Customer Service
4 680 (10.86%) AI
4 680 (10.86%) CI/CD
5 654 (10.45%) Mentoring
6 646 (10.32%) Decision-Making
7 610 (9.74%) Analytics
7 610 (9.74%) DevOps
8 538 (8.59%) ITIL
9 507 (8.10%) Stakeholder Management
10 490 (7.83%) Project Management
11 485 (7.75%) Computer Science
12 483 (7.71%) Business Intelligence
13 480 (7.67%) Software Engineering
14 459 (7.33%) Roadmaps
15 420 (6.71%) Cybersecurity
16 417 (6.66%) Coaching
17 366 (5.85%) Collaborative Working
18 351 (5.61%) ERP
Programming Languages
1 960 (15.33%) Python
2 858 (13.70%) SQL
3 408 (6.52%) JavaScript
4 322 (5.14%) Java
5 285 (4.55%) PowerShell
6 268 (4.28%) C#
7 185 (2.95%) TypeScript
8 157 (2.51%) Bash
9 102 (1.63%) C++
10 87 (1.39%) Go
11 86 (1.37%) PHP
12 62 (0.99%) Data Analysis Expressions
13 61 (0.97%) Scala
14 52 (0.83%) C
15 41 (0.65%) T-SQL
16 38 (0.61%) Rust
17 35 (0.56%) Kotlin
18 34 (0.54%) PL/SQL
18 34 (0.54%) R
19 33 (0.53%) Apex Code
Qualifications
1 1,131 (18.06%) Degree
2 431 (6.88%) Security Cleared
3 270 (4.31%) SC Cleared
4 248 (3.96%) Computer Science Degree
5 214 (3.42%) DBS Check
6 183 (2.92%) Microsoft Certification
7 117 (1.87%) Master's Degree
8 110 (1.76%) DV Cleared
9 108 (1.72%) CISSP
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 67 (1.07%) CCNA
16 66 (1.05%) Azure Certification
16 66 (1.05%) CIMA
17 64 (1.02%) PMP
18 58 (0.93%) Network+ Certification
19 51 (0.81%) AWS Certification
Quality Assurance & Compliance
1 320 (5.11%) QA
2 298 (4.76%) Data Quality
3 253 (4.04%) GDPR
4 180 (2.87%) SLA
5 151 (2.41%) ISO/IEC 27001
6 137 (2.19%) NIST
7 135 (2.16%) Cyber Essentials
8 118 (1.88%) Accessibility
9 104 (1.66%) PCI DSS
10 47 (0.75%) Cyber Essentials PLUS
11 34 (0.54%) ISO 9001
12 32 (0.51%) SOC 2
13 27 (0.43%) GRC
13 27 (0.43%) PMO
14 26 (0.42%) COBIT
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
1 653 (10.43%) Active Directory
2 282 (4.50%) Docker
3 169 (2.70%) Hyper-V
4 166 (2.65%) VMware Infrastructure
5 41 (0.65%) Virtual Desktop
6 35 (0.56%) Terminal Server
7 34 (0.54%) Firmware
8 21 (0.34%) Virtual Machines
8 21 (0.34%) vSphere
9 15 (0.24%) KVM
10 10 (0.16%) IAG
10 10 (0.16%) VMware ESXi
11 7 (0.11%) VMware Workstation
12 6 (0.096%) XenApp
13 4 (0.064%) Embedded Firmware
13 4 (0.064%) Slurm Workload Manager
13 4 (0.064%) VMware NSX
14 3 (0.048%) Microsoft Virtual Server
14 3 (0.048%) Terminal Services
14 3 (0.048%) Virtual Servers
Systems Management
1 295 (4.71%) Terraform
2 233 (3.72%) Kubernetes
3 232 (3.71%) Microsoft Intune
4 149 (2.38%) Ansible
5 87 (1.39%) Grafana
6 82 (1.31%) SCCM
7 49 (0.78%) Prometheus
8 33 (0.53%) Single Sign-On
9 31 (0.50%) Nagios
10 23 (0.37%) Active Directory Federation Services
11 18 (0.29%) Kibana
12 14 (0.22%) Argo
12 14 (0.22%) Autotask
13 13 (0.21%) Puppet
14 12 (0.19%) Nessus
14 12 (0.19%) vCenter Server
15 10 (0.16%) BMC PATROL
15 10 (0.16%) Jamf Pro
15 10 (0.16%) WSUS
16 9 (0.14%) logstash
Vendors
1 1,631 (26.05%) Microsoft
2 242 (3.87%) VMware
3 178 (2.84%) Oracle
4 161 (2.57%) Google
5 155 (2.48%) SAP
6 134 (2.14%) Salesforce
6 134 (2.14%) ServiceNow
7 133 (2.12%) Cisco
8 109 (1.74%) Databricks
9 105 (1.68%) SolarWinds
10 88 (1.41%) Veeam
11 86 (1.37%) Splunk
12 79 (1.26%) Apple
13 73 (1.17%) Adobe
14 64 (1.02%) Dell
15 61 (0.97%) Red Hat
16 48 (0.77%) Dynatrace
17 46 (0.73%) Meraki
18 45 (0.72%) Typelevel
19 44 (0.70%) Fortinet