Problem-Solving Jobs

Problem Solving
UK

The table below provides summary statistics for permanent job vacancies requiring Problem-Solving skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Problem-Solving over the 6 months leading up to 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 5 7 13
Rank change year-on-year +2 +6 +3
Permanent jobs citing Problem-Solving 9,034 14,683 13,772
As % of all permanent jobs advertised in the UK 17.32% 14.93% 13.24%
As % of the Processes & Methodologies category 18.57% 17.36% 13.85%
Number of salaries quoted 5,504 9,448 6,929
10th Percentile £26,250 £26,250 £29,750
25th Percentile £35,000 £33,494 £40,000
Median annual salary (50th Percentile) £50,055 £50,000 £55,000
Median % change year-on-year +0.11% -9.09% -
75th Percentile £70,000 £67,500 £76,316
90th Percentile £87,500 £85,000 £95,000
UK excluding London median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +6.38%

All Process and Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 48,641 84,574 99,457
As % of all permanent jobs advertised in the UK 93.26% 86.00% 95.63%
Number of salaries quoted 26,531 59,798 58,397
10th Percentile £30,580 £29,000 £34,000
25th Percentile £42,500 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,500
Median % change year-on-year +4.55% -10.57% +2.50%
75th Percentile £76,250 £72,500 £82,500
90th Percentile £98,750 £92,500 £100,000
UK excluding London median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +4.76%

Problem-Solving
Job Vacancy Trend

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

Job vacancy trend for Problem-Solving in the UK

Problem-Solving
Salary Trend

3-month moving average salary quoted in jobs citing Problem-Solving.

Salary trend for Problem-Solving in the UK

Problem-Solving
Salary Histogram

Salary distribution for jobs citing Problem-Solving over the 6 months to 30 April 2025.

Salary histogram for Problem-Solving in the UK

Problem-Solving
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the UK over the 6 months to 30 April 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
England +1 7,975 £50,967 +1.93% 8,623
UK excluding London +1 6,213 £45,000 - 5,336
Work from Home +6 3,090 £52,500 -4.55% 4,349
London +5 2,302 £65,000 -7.14% 3,706
North of England 0 1,841 £45,000 - 1,492
South East +1 1,384 £50,000 +11.11% 1,269
Midlands -2 1,031 £45,000 +7.14% 1,050
North West -2 986 £47,500 +5.56% 835
South West +4 699 £40,101 -15.58% 628
West Midlands -3 696 £50,000 +17.65% 600
East of England 0 621 £47,500 +11.76% 516
Yorkshire +2 595 £40,101 -8.00% 496
Scotland +12 358 £46,567 +2.25% 294
East Midlands -5 334 £40,000 +6.67% 440
Wales +5 266 £27,215 -33.73% 137
North East +7 260 £37,500 -16.67% 177
Northern Ireland -4 36 £55,000 +10.55% 101
Channel Islands - 5 £80,000 - 1
Isle of Man 0 3 £38,000 -15.56% 10

Problem-Solving
Co-occurring Skills and Capabilities 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
1 280 (3.10%) SharePoint
2 206 (2.28%) Microsoft Exchange
3 108 (1.20%) CMS
4 90 (1.00%) Confluence
5 71 (0.79%) Apache Spark
6 66 (0.73%) Apache
7 48 (0.53%) IIS
8 46 (0.51%) OpenEdge
9 40 (0.44%) WordPress
10 34 (0.38%) SAS
11 32 (0.35%) Umbraco
12 31 (0.34%) nginx
13 28 (0.31%) IBM Domino
14 24 (0.27%) Apache Airflow
15 23 (0.25%) Jupyter
16 21 (0.23%) Tomcat
17 14 (0.15%) Apache Solr
18 11 (0.12%) Drupal
19 8 (0.089%) Headless CMS
20 7 (0.077%) Exchange Server 2013
Applications
1 393 (4.35%) Microsoft Office
2 353 (3.91%) Microsoft Excel
3 233 (2.58%) Simulink
4 89 (0.99%) Microsoft PowerPoint
5 82 (0.91%) Mathcad
6 62 (0.69%) Microsoft Project
7 57 (0.63%) MS Visio
8 42 (0.46%) Trello
9 34 (0.38%) Photoshop
10 24 (0.27%) Maya
11 22 (0.24%) Spreadsheet
12 17 (0.19%) Adobe XD
12 17 (0.19%) Chatbot
13 16 (0.18%) Adobe Creative Suite
13 16 (0.18%) Adobe Premiere
14 14 (0.15%) InDesign
15 13 (0.14%) Adobe After Effects
15 13 (0.14%) Adobe Illustrator
15 13 (0.14%) Sketch
16 9 (0.100%) CapCut
Business Applications
1 156 (1.73%) NetSuite
2 145 (1.61%) Teamcenter
3 110 (1.22%) Dynamics CRM
4 70 (0.77%) SAP S/4HANA
5 61 (0.68%) Shopify
6 33 (0.37%) Dynamics NAV
7 28 (0.31%) Oracle EBS
8 23 (0.25%) Salesforce CRM
9 14 (0.15%) Oracle Applications
10 10 (0.11%) Endur
11 9 (0.100%) Dynamics AX
11 9 (0.100%) Remedy ITSM
11 9 (0.100%) SAP ERP
12 8 (0.089%) Adobe Campaign
12 8 (0.089%) Primavera
12 8 (0.089%) SAP Business One
13 7 (0.077%) Dynamics GP
13 7 (0.077%) iTrent
13 7 (0.077%) SAP SD
14 6 (0.066%) Payment Gateway
Cloud Services
1 1,571 (17.39%) Azure
2 1,029 (11.39%) AWS
3 819 (9.07%) Microsoft 365
4 639 (7.07%) Power Platform
5 410 (4.54%) SaaS
6 311 (3.44%) GCP
7 216 (2.39%) Azure DevOps
8 202 (2.24%) Dynamics 365
9 167 (1.85%) Entra ID
10 161 (1.78%) GitHub
11 141 (1.56%) Serverless
12 130 (1.44%) Power Automate
13 117 (1.30%) Azure Data Factory
14 98 (1.08%) PowerApps
15 96 (1.06%) OneDrive
16 94 (1.04%) Cloud Computing
17 73 (0.81%) PaaS
18 66 (0.73%) AWS Lambda
19 63 (0.70%) Azure Logic Apps
20 62 (0.69%) Snowflake
Communications & Networking
1 547 (6.05%) Broadband
2 426 (4.72%) Firewall
3 288 (3.19%) VPN
4 268 (2.97%) Network Security
5 247 (2.73%) TCP/IP
6 246 (2.72%) DNS
7 191 (2.11%) WAN
8 158 (1.75%) LAN
9 157 (1.74%) Internet
10 155 (1.72%) DHCP
11 129 (1.43%) Wi-Fi
12 106 (1.17%) WLAN
13 105 (1.16%) VLAN
14 82 (0.91%) VoIP
15 73 (0.81%) Wireless
16 70 (0.77%) SAN
17 65 (0.72%) SD-WAN
18 64 (0.71%) Intrusion Detection
19 50 (0.55%) Intranet
20 48 (0.53%) MPLS
Database & Business Intelligence
1 524 (5.80%) Power BI
2 492 (5.45%) SQL Server
3 228 (2.52%) PostgreSQL
4 190 (2.10%) MySQL
5 183 (2.03%) Data Warehouse
6 181 (2.00%) Tableau
7 149 (1.65%) Relational Database
8 138 (1.53%) NoSQL
9 119 (1.32%) Power Query
10 108 (1.20%) Big Data
11 106 (1.17%) GIS
12 103 (1.14%) MongoDB
13 101 (1.12%) Geospatial Data
14 84 (0.93%) SQL Server Reporting Services
15 73 (0.81%) Data Lake
16 72 (0.80%) SQL Server Integration Services
17 61 (0.68%) Elasticsearch
18 60 (0.66%) Metadata
19 52 (0.58%) Azure SQL Database
20 48 (0.53%) Redis
Development Applications
1 418 (4.63%) Git
2 326 (3.61%) JIRA
3 153 (1.69%) Rational DOORS
4 144 (1.59%) Jenkins
5 87 (0.96%) Cucumber
6 68 (0.75%) Robot Framework
7 62 (0.69%) Visual Studio
8 60 (0.66%) GitLab
9 50 (0.55%) Selenium
10 49 (0.54%) Octopus Deploy
11 47 (0.52%) Postman
12 40 (0.44%) JUnit
13 30 (0.33%) Team Foundation Server
14 27 (0.30%) Gradle
15 26 (0.29%) Cypress.io
15 26 (0.29%) Maven
16 25 (0.28%) MSBuild
17 24 (0.27%) Bitbucket
17 24 (0.27%) SonarQube
18 22 (0.24%) Subversion
General
1 4,835 (53.52%) Social Skills
2 2,673 (29.59%) Analytical Skills
3 1,915 (21.20%) Finance
4 896 (9.92%) Banking
5 739 (8.18%) Games
6 552 (6.11%) Electronics
7 520 (5.76%) Marketing
8 512 (5.67%) Presentation Skills
9 491 (5.44%) Inclusion and Diversity
10 472 (5.22%) Retail
11 454 (5.03%) Manufacturing
12 435 (4.82%) Law
13 369 (4.08%) Organisational Skills
14 338 (3.74%) Telecoms
15 268 (2.97%) Legal
16 222 (2.46%) Public Sector
17 188 (2.08%) Influencing Skills
18 183 (2.03%) Aerospace
19 94 (1.04%) Advertising
20 81 (0.90%) Documentation Skills
Job Titles
1 1,298 (14.37%) Senior
2 1,060 (11.73%) Analyst
3 993 (10.99%) Developer
4 710 (7.86%) IT Support
5 657 (7.27%) Lead
6 538 (5.96%) Customer Service Advisor
7 470 (5.20%) Support Engineer
8 288 (3.19%) Consultant
9 283 (3.13%) IT Engineer
10 277 (3.07%) Architect
11 271 (3.00%) Junior
12 245 (2.71%) Systems Engineer
13 244 (2.70%) Software Engineer
14 219 (2.42%) Support Analyst
15 215 (2.38%) IT Support Engineer
16 204 (2.26%) Project Manager
17 194 (2.15%) Development Manager
17 194 (2.15%) Senior Developer
18 193 (2.14%) IT Manager
19 183 (2.03%) Technical Support
Libraries, Frameworks & Software Standards
1 465 (5.15%) .NET
2 412 (4.56%) HTML
3 356 (3.94%) CSS
4 330 (3.65%) React
5 249 (2.76%) REST
6 206 (2.28%) RESTful
7 163 (1.80%) Node.js
8 161 (1.78%) AngularJS
9 143 (1.58%) ASP.NET
9 143 (1.58%) XML
10 125 (1.38%) .NET Framework
11 117 (1.30%) JSON
11 117 (1.30%) SOAP
12 106 (1.17%) Kafka
13 96 (1.06%) HTML5
13 96 (1.06%) Web Services
14 95 (1.05%) .NET Core
15 85 (0.94%) Spring
16 78 (0.86%) Spring Boot
17 77 (0.85%) RabbitMQ
Miscellaneous
1 414 (4.58%) Self-Motivation
2 359 (3.97%) Management Information System
3 312 (3.45%) Algorithms
4 297 (3.29%) Enterprise Software
5 234 (2.59%) Driving Licence
6 189 (2.09%) Onboarding
7 176 (1.95%) Product Ownership
8 165 (1.83%) Analytical Mindset
9 141 (1.56%) Data Centre
10 136 (1.51%) Legacy Systems
11 127 (1.41%) FMCG
12 124 (1.37%) Mobile App
13 114 (1.26%) Cloud Native
14 103 (1.14%) IoT
15 102 (1.13%) Social Media
16 87 (0.96%) Data Structures
17 86 (0.95%) Virtual Team
18 83 (0.92%) Linux Command Line
19 72 (0.80%) Security Posture
20 68 (0.75%) Cyberattack
Operating Systems
1 1,428 (15.81%) Windows
2 599 (6.63%) Linux
3 345 (3.82%) Windows Server
4 192 (2.13%) Windows 10
5 134 (1.48%) Android
6 113 (1.25%) Unix
7 109 (1.21%) Mac OS
8 107 (1.18%) Apple iOS
9 47 (0.52%) Windows Vista
10 37 (0.41%) Windows 7
11 36 (0.40%) Windows Server 2016
12 32 (0.35%) Red Hat Enterprise Linux
13 20 (0.22%) Windows Server 2019
14 17 (0.19%) Windows Server 2012
15 16 (0.18%) Mac OS X
16 11 (0.12%) Windows Server 2008
17 9 (0.100%) CentOS
18 6 (0.066%) Ubuntu
19 5 (0.055%) Solaris
20 4 (0.044%) AIX
Processes & Methodologies
1 1,414 (15.65%) Agile
2 1,351 (14.95%) Customer Service
3 1,272 (14.08%) Continuous Improvement
4 1,180 (13.06%) Project Management
5 1,005 (11.12%) Mentoring
6 1,004 (11.11%) Computer Science
7 818 (9.05%) Decision-Making
8 805 (8.91%) Analytics
9 799 (8.84%) DevOps
10 700 (7.75%) Mathematics
11 698 (7.73%) ITIL
12 691 (7.65%) Software Engineering
13 644 (7.13%) Business Intelligence
14 643 (7.12%) Collaborative Working
15 609 (6.74%) CI/CD
16 543 (6.01%) Roadmaps
17 536 (5.93%) Artificial Intelligence
18 534 (5.91%) CRM
19 533 (5.90%) Service Delivery
20 521 (5.77%) Cybersecurity
Programming Languages
1 1,387 (15.35%) SQL
2 1,060 (11.73%) Python
3 718 (7.95%) JavaScript
4 633 (7.01%) C#
5 541 (5.99%) Java
6 356 (3.94%) PowerShell
7 254 (2.81%) MATLAB
8 251 (2.78%) TypeScript
9 186 (2.06%) Bash
10 179 (1.98%) C++
11 155 (1.72%) PHP
12 111 (1.23%) C
13 106 (1.17%) T-SQL
14 55 (0.61%) PL/SQL
15 50 (0.55%) Go
16 47 (0.52%) R
16 47 (0.52%) Shell Script
17 44 (0.49%) Scala
18 43 (0.48%) Kotlin
19 37 (0.41%) Data Analysis Expressions
Qualifications
1 2,235 (24.74%) Degree
2 570 (6.31%) Computer Science Degree
3 540 (5.98%) BPSS Clearance
4 371 (4.11%) Security Cleared
5 368 (4.07%) Microsoft Certification
6 343 (3.80%) Master's Degree
7 238 (2.63%) DBS Check
8 235 (2.60%) Cisco Certification
9 188 (2.08%) CCNA
10 178 (1.97%) SC Cleared
11 174 (1.93%) PMI Certification
12 156 (1.73%) CCNP
12 156 (1.73%) PMP
13 153 (1.69%) DV Cleared
14 144 (1.59%) Azure Certification
15 138 (1.53%) MCP
16 135 (1.49%) CISSP
17 131 (1.45%) MCSE
18 117 (1.30%) CBAP
19 95 (1.05%) LPIC
Quality Assurance & Compliance
1 548 (6.07%) QA
2 257 (2.84%) GDPR
3 208 (2.30%) Data Quality
4 183 (2.03%) ISO/IEC 27001
5 174 (1.93%) SLA
6 154 (1.70%) Accessibility
7 103 (1.14%) NIST
8 82 (0.91%) ISO/IEC 15288
9 67 (0.74%) Cyber Essentials
10 61 (0.68%) PMO
11 42 (0.46%) PCI DSS
12 38 (0.42%) Cyber Essentials PLUS
13 36 (0.40%) SOC 2
14 35 (0.39%) ISO 9001
15 31 (0.34%) Sarbanes-Oxley
16 30 (0.33%) HIPAA
17 26 (0.29%) Actionable Recommendations
18 24 (0.27%) GRC
18 24 (0.27%) WCAG
19 23 (0.25%) COBIT
System Software
1 603 (6.67%) Active Directory
2 364 (4.03%) Docker
3 208 (2.30%) VMware Infrastructure
4 127 (1.41%) Hyper-V
5 82 (0.91%) Firmware
6 55 (0.61%) Virtual Desktop
7 46 (0.51%) Virtual Machines
8 42 (0.46%) VMware ESXi
9 37 (0.41%) vSphere
10 16 (0.18%) Embedded Firmware
11 13 (0.14%) Virtual Servers
12 10 (0.11%) VMware NSX
12 10 (0.11%) XenApp
13 8 (0.089%) HDFS
14 7 (0.077%) Citrix Hypervisor
15 5 (0.055%) Postfix
16 4 (0.044%) BitLocker
16 4 (0.044%) EMC RecoverPoint
16 4 (0.044%) LXC
17 3 (0.033%) Veritas Cluster Server
Systems Management
1 394 (4.36%) Kubernetes
2 264 (2.92%) Terraform
3 157 (1.74%) Microsoft Intune
4 113 (1.25%) Ansible
5 52 (0.58%) SCCM
6 47 (0.52%) Grafana
6 47 (0.52%) Prometheus
7 28 (0.31%) Nagios
8 25 (0.28%) Single Sign-On
9 21 (0.23%) Puppet
10 17 (0.19%) Progress Chef
11 15 (0.17%) PaperCut
12 14 (0.15%) QRadar
13 13 (0.14%) Active Directory Federation Services
13 13 (0.14%) Argo
14 11 (0.12%) SCOM
15 10 (0.11%) CASB
15 10 (0.11%) Kustomize
15 10 (0.11%) Microsoft Clustering
15 10 (0.11%) Nessus
Vendors
1 1,872 (20.72%) Microsoft
2 614 (6.80%) BT
3 346 (3.83%) Cisco
4 342 (3.79%) Google
5 300 (3.32%) SAP
6 299 (3.31%) VMware
7 262 (2.90%) Oracle
8 229 (2.53%) Salesforce
9 206 (2.28%) IBM
10 171 (1.89%) Databricks
11 167 (1.85%) ServiceNow
12 123 (1.36%) Adobe
13 82 (0.91%) MathWorks
14 75 (0.83%) Apple
15 70 (0.77%) Citrix
15 70 (0.77%) YouTube
16 69 (0.76%) Meraki
17 60 (0.66%) Dell
18 54 (0.60%) Veeam
19 51 (0.56%) HP