Problem Solving
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Problem-Solving skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem-Solving over the 6 months to 2 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
2 Dec 2023
Same period 2022 Same period 2021
Rank 6 13 16
Rank change year-on-year +7 +3 +12
Permanent jobs citing Problem-Solving 8,563 18,378 16,605
As % of all permanent jobs advertised in the UK 16.05% 14.66% 12.84%
As % of the Processes & Methodologies category 17.06% 15.32% 13.45%
Number of salaries quoted 5,402 8,720 9,037
10th Percentile £28,500 £29,500 £29,000
25th Percentile £37,500 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £53,500
Median % change year-on-year - +2.80% +1.90%
75th Percentile £73,750 £75,000 £72,500
90th Percentile £90,000 £90,004 £86,250
UK excluding London median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% -

All Process and Methodology Skills
UK

Problem-Solving is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 50,205 119,980 123,470
As % of all permanent jobs advertised in the UK 94.09% 95.73% 95.46%
Number of salaries quoted 36,305 73,101 82,277
10th Percentile £32,500 £34,500 £32,500
25th Percentile £43,750 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
Median % change year-on-year - - +9.09%
75th Percentile £80,000 £82,000 £77,500
90th Percentile £99,000 £100,000 £95,000
UK excluding London median annual salary £52,500 £53,000 £50,000
% change year-on-year -0.94% +6.00% +4.17%

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 2 December 2023.

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 2 December 2023. 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 +7 7,278 £55,000 - 5,676
UK excluding London +2 5,622 £47,500 -5.00% 3,940
Work from Home +9 3,595 £59,556 +0.05% 2,479
London +3 2,452 £70,000 +1.71% 2,090
North of England +10 1,399 £47,500 - 1,037
South East -1 1,363 £50,000 -4.76% 978
Midlands +1 858 £50,000 +5.26% 696
South West +5 715 £50,000 +11.11% 478
North West +16 695 £48,000 +2.56% 581
Yorkshire +6 638 £45,000 -10.00% 318
West Midlands +2 573 £50,000 +6.38% 468
Scotland +5 508 £50,000 -16.00% 259
East of England +2 386 £42,500 -5.56% 455
East Midlands +1 286 £50,000 - 225
Wales +1 279 £43,190 +7.97% 98
Northern Ireland +6 127 £45,000 -1.10% 66
North East +15 66 £40,000 -5.88% 151
Isle of Man -2 10 £45,000 -25.00% 2
Channel Islands +1 2 £47,000 -37.33% 1

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
1 231 (2.70%) SharePoint
2 146 (1.71%) SAS
3 144 (1.68%) Confluence
4 116 (1.35%) IIS
5 88 (1.03%) WebLogic
6 66 (0.77%) JBoss
7 64 (0.75%) Red Hat Fuse
8 63 (0.74%) MS Exchange
9 59 (0.69%) Apache
10 45 (0.53%) Apache Spark
11 36 (0.42%) WebSphere
12 26 (0.30%) CMS
13 25 (0.29%) WebSphere Application Server
14 24 (0.28%) WordPress
15 20 (0.23%) Apache Airflow
16 14 (0.16%) nginx
17 11 (0.13%) Adobe Experience Manager
17 11 (0.13%) OpenStack
18 10 (0.12%) Oracle Application Server
18 10 (0.12%) Tomcat
Applications
1 551 (6.43%) Microsoft Office
2 445 (5.20%) Microsoft Excel
3 166 (1.94%) Microsoft PowerPoint
4 59 (0.69%) Microsoft Project
5 41 (0.48%) MS Visio
6 23 (0.27%) Simulink
7 15 (0.18%) Spreadsheet
8 14 (0.16%) Photoshop
9 12 (0.14%) InDesign
10 11 (0.13%) SOLIDWORKS
10 11 (0.13%) Trello
11 10 (0.12%) AutoCAD
12 9 (0.11%) Sketch
12 9 (0.11%) SPSS
13 8 (0.093%) Windchill
14 6 (0.070%) Adobe Premiere
14 6 (0.070%) Blender
14 6 (0.070%) CANalyzer
14 6 (0.070%) Maya
14 6 (0.070%) PTC Creo
Business Applications
1 116 (1.35%) Dynamics CRM
2 96 (1.12%) NetSuite
3 42 (0.49%) Endur
4 29 (0.34%) SAP S/4HANA
5 13 (0.15%) Dynamics NAV
6 12 (0.14%) Oracle Payables
7 10 (0.12%) ResourceLink
8 9 (0.11%) Magento
8 9 (0.11%) Oracle Cash Management
8 9 (0.11%) Oracle EBS
9 8 (0.093%) iTrent
9 8 (0.093%) Oracle Assets
9 8 (0.093%) Oracle EBS R12
9 8 (0.093%) SAP ERP
10 7 (0.082%) Dynamics AX
10 7 (0.082%) Oracle Financials
10 7 (0.082%) Salesforce CRM
11 6 (0.070%) Adaptiv
11 6 (0.070%) SAP CX
11 6 (0.070%) Shopify
Cloud Services
1 1,718 (20.06%) Azure
2 989 (11.55%) AWS
3 726 (8.48%) Microsoft 365
4 584 (6.82%) Power Platform
5 410 (4.79%) Serverless
6 355 (4.15%) GCP
7 340 (3.97%) SaaS
8 298 (3.48%) Azure DevOps
9 202 (2.36%) Dynamics 365
10 192 (2.24%) GitHub
11 178 (2.08%) Entra ID
12 177 (2.07%) Cloud Computing
13 129 (1.51%) PowerApps
14 99 (1.16%) Power Automate
15 97 (1.13%) IaaS
16 82 (0.96%) PaaS
17 76 (0.89%) WhatsApp
18 72 (0.84%) Amazon EC2
19 68 (0.79%) Azure Data Factory
20 64 (0.75%) Amazon S3
Communications & Networking
1 497 (5.80%) Firewall
2 340 (3.97%) WAN
3 321 (3.75%) DNS
4 274 (3.20%) VPN
5 237 (2.77%) LAN
6 234 (2.73%) TCP/IP
7 233 (2.72%) DHCP
8 222 (2.59%) Wireless
9 216 (2.52%) Internet
10 185 (2.16%) Network Security
11 131 (1.53%) SAN
12 105 (1.23%) SD-WAN
13 103 (1.20%) VLAN
14 97 (1.13%) HTTP
15 93 (1.09%) MPLS
16 89 (1.04%) BGP
17 84 (0.98%) Wi-Fi
18 83 (0.97%) OSPF
19 81 (0.95%) VoIP
20 67 (0.78%) Intrusion Detection
Database & Business Intelligence
1 695 (8.12%) SQL Server
2 503 (5.87%) Power BI
3 298 (3.48%) Relational Database
4 223 (2.60%) MySQL
5 218 (2.55%) Data Warehouse
6 180 (2.10%) RDBMS
7 171 (2.00%) PostgreSQL
8 165 (1.93%) Tableau
9 143 (1.67%) Oracle Database
10 132 (1.54%) NoSQL
11 131 (1.53%) Amazon RDS
12 118 (1.38%) Elasticsearch
13 106 (1.24%) SQL Server Reporting Services
14 102 (1.19%) MongoDB
15 98 (1.14%) Metadata
16 96 (1.12%) Big Data
17 92 (1.07%) SQL Server Integration Services
18 83 (0.97%) Base SAS
19 67 (0.78%) Data Lake
20 55 (0.64%) Hadoop
Development Applications
1 740 (8.64%) Git
2 386 (4.51%) JIRA
3 286 (3.34%) Jenkins
4 115 (1.34%) GitLab
5 108 (1.26%) Maven
6 98 (1.14%) Selenium
7 95 (1.11%) IntelliJ
8 93 (1.09%) LabVIEW
9 55 (0.64%) Sonatype Nexus
10 38 (0.44%) SonarQube
10 38 (0.44%) Visual Studio
11 37 (0.43%) Bitbucket
12 36 (0.42%) JDeveloper
13 29 (0.34%) Subversion
14 27 (0.32%) Cucumber
14 27 (0.32%) webpack
15 25 (0.29%) Cypress.io
16 23 (0.27%) IBM UrbanCode
16 23 (0.27%) JMeter
17 19 (0.22%) JUnit
General
1 4,253 (49.67%) Social Skills
2 2,358 (27.54%) Analytical Skills
3 1,939 (22.64%) Finance
4 608 (7.10%) Inclusion and Diversity
5 509 (5.94%) Banking
6 492 (5.75%) Retail
7 428 (5.00%) Manufacturing
8 416 (4.86%) Marketing
9 396 (4.62%) Public Sector
10 302 (3.53%) Presentation Skills
11 288 (3.36%) Legal
12 270 (3.15%) Organisational Skills
13 222 (2.59%) Telecoms
14 213 (2.49%) Electronics
15 203 (2.37%) Police
16 198 (2.31%) Law
17 172 (2.01%) Games
18 135 (1.58%) Influencing Skills
19 133 (1.55%) Aerospace
20 127 (1.48%) Pharmaceutical
Job Titles
1 1,408 (16.44%) Senior
2 1,329 (15.52%) Analyst
3 1,234 (14.41%) Developer
4 731 (8.54%) Software Engineer
5 601 (7.02%) Architect
6 446 (5.21%) Lead
7 396 (4.62%) Solutions Architect
8 375 (4.38%) Support Engineer
9 322 (3.76%) Senior Developer
10 307 (3.59%) Consultant
11 292 (3.41%) Support Analyst
12 261 (3.05%) Infrastructure Engineer
13 254 (2.97%) Java Engineer
14 248 (2.90%) Java Software Engineer
15 245 (2.86%) IT Support
16 243 (2.84%) Presales Solution Architect
17 230 (2.69%) Applications Support
18 223 (2.60%) Java Developer
19 217 (2.53%) Graduate
20 206 (2.41%) Project Manager
Libraries, Frameworks & Software Standards
1 645 (7.53%) React
2 610 (7.12%) .NET
3 538 (6.28%) HTML
4 478 (5.58%) CSS
5 453 (5.29%) Spring
6 390 (4.55%) AngularJS
7 380 (4.44%) Node.js
8 335 (3.91%) RESTful
9 287 (3.35%) REST
10 275 (3.21%) XML
11 264 (3.08%) J2EE
12 206 (2.41%) JSON
13 205 (2.39%) Web Services
14 193 (2.25%) SOAP
15 177 (2.07%) Ruby on Rails
16 147 (1.72%) ASP.NET
17 141 (1.65%) Java EE
18 113 (1.32%) Hibernate
19 103 (1.20%) Kafka
20 101 (1.18%) .NET Framework
Miscellaneous
1 667 (7.79%) Self-Motivation
2 380 (4.44%) Management Information System
3 249 (2.91%) Onboarding
4 210 (2.45%) Product Ownership
5 171 (2.00%) Algorithms
6 163 (1.90%) Data Centre
6 163 (1.90%) Virtual Team
7 159 (1.86%) Driving Licence
8 150 (1.75%) Public Cloud
9 133 (1.55%) Life Science
10 132 (1.54%) Analytical Mindset
11 121 (1.41%) Data Structures
12 98 (1.14%) Greenfield Project
13 96 (1.12%) Raspberry Pi
14 91 (1.06%) Legacy Systems
15 88 (1.03%) Cloud Native
16 87 (1.02%) Arduino
17 84 (0.98%) IoT
18 83 (0.97%) Clustering
19 79 (0.92%) Cyberattack
Operating Systems
1 1,175 (13.72%) Windows
2 491 (5.73%) Linux
3 467 (5.45%) Windows Server
4 287 (3.35%) Windows 10
5 206 (2.41%) Unix
6 152 (1.78%) Android
7 115 (1.34%) Mac OS
7 115 (1.34%) Windows Server 2016
8 107 (1.25%) Windows Server 2019
9 93 (1.09%) Windows Server 2012
10 90 (1.05%) Apple iOS
11 75 (0.88%) Windows 7
12 38 (0.44%) Windows 8
13 25 (0.29%) Red Hat Enterprise Linux
14 24 (0.28%) Ubuntu
15 21 (0.25%) Windows Server 2008
16 15 (0.18%) CentOS
17 14 (0.16%) Mac OS X
18 13 (0.15%) Embedded Linux
19 11 (0.13%) VMS
Processes & Methodologies
1 2,152 (25.13%) Agile
2 1,292 (15.09%) Actionable Insight
3 1,112 (12.99%) Software Engineering
4 1,097 (12.81%) DevOps
5 1,062 (12.40%) Computer Science
6 1,048 (12.24%) Analytics
7 961 (11.22%) Mentoring
8 936 (10.93%) Project Management
9 814 (9.51%) Customer Service
10 793 (9.26%) ITIL
11 691 (8.07%) Decision-Making
12 661 (7.72%) Business Intelligence
13 658 (7.68%) Microservices
14 649 (7.58%) Continuous Improvement
15 587 (6.86%) Collaborative Working
16 569 (6.64%) CI/CD
17 568 (6.63%) Containerisation
18 521 (6.08%) SDLC
19 482 (5.63%) Coaching
20 481 (5.62%) User Experience
Programming Languages
1 1,501 (17.53%) SQL
2 1,490 (17.40%) Python
3 1,231 (14.38%) Java
4 902 (10.53%) JavaScript
5 855 (9.98%) C#
6 432 (5.04%) PowerShell
7 356 (4.16%) Bash
8 320 (3.74%) Ruby
9 267 (3.12%) C++
10 211 (2.46%) TypeScript
11 177 (2.07%) Go
12 164 (1.92%) C
13 135 (1.58%) Perl
14 133 (1.55%) PHP
15 131 (1.53%) VB
16 123 (1.44%) T-SQL
17 108 (1.26%) R
18 101 (1.18%) Shell Script
19 83 (0.97%) SAS Macro
20 64 (0.75%) Scala
Qualifications
1 2,239 (26.15%) Degree
2 1,406 (16.42%) Security Cleared
3 1,105 (12.90%) SC Cleared
4 660 (7.71%) Computer Science Degree
5 320 (3.74%) Master's Degree
6 160 (1.87%) Microsoft Certification
7 137 (1.60%) Cisco Certification
8 129 (1.51%) Azure Certification
9 114 (1.33%) HNC
10 103 (1.20%) DBS Check
11 91 (1.06%) CCNA
11 91 (1.06%) DV Cleared
12 85 (0.99%) AWS Certification
13 84 (0.98%) CISSP
14 81 (0.95%) BPSS Clearance
15 74 (0.86%) PhD
16 70 (0.82%) PMI Certification
17 64 (0.75%) Numerate Degree
18 60 (0.70%) PMP
19 59 (0.69%) CCNP
Quality Assurance & Compliance
1 571 (6.67%) QA
2 314 (3.67%) SLA
3 200 (2.34%) Data Quality
4 132 (1.54%) ISO/IEC 27001
5 98 (1.14%) NIST
6 94 (1.10%) PMO
7 88 (1.03%) Accessibility
7 88 (1.03%) GDPR
8 83 (0.97%) CDISC
9 72 (0.84%) Cyber Essentials
10 46 (0.54%) ISO 9001
11 38 (0.44%) Sarbanes-Oxley
12 37 (0.43%) GRC
13 35 (0.41%) Actionable Recommendations
14 33 (0.39%) GAAP
15 30 (0.35%) PCI DSS
16 29 (0.34%) NIST 800
17 22 (0.26%) ISO 26262
17 22 (0.26%) WCAG
18 20 (0.23%) IFRS
System Software
1 799 (9.33%) Active Directory
2 442 (5.16%) Docker
3 355 (4.15%) VMware Infrastructure
4 203 (2.37%) Hyper-V
5 101 (1.18%) Firmware
6 96 (1.12%) Virtual Machines
7 48 (0.56%) VMware ESXi
8 47 (0.55%) vSphere
9 45 (0.53%) Virtual Desktop
10 31 (0.36%) Virtual Servers
11 27 (0.32%) VMware NSX
12 16 (0.19%) KVM
13 11 (0.13%) XenApp
14 10 (0.12%) Microsoft Virtual Server
15 9 (0.11%) Ceph
15 9 (0.11%) DFS Replication
15 9 (0.11%) Oracle RAC
15 9 (0.11%) VMware Workstation
16 8 (0.093%) XenDesktop
17 5 (0.058%) Kamailio
Systems Management
1 450 (5.26%) Kubernetes
2 265 (3.09%) Terraform
3 193 (2.25%) Microsoft Intune
4 175 (2.04%) Ansible
5 154 (1.80%) SCCM
6 108 (1.26%) FortiGate
7 98 (1.14%) Single Sign-On
8 83 (0.97%) OpenSSO
9 77 (0.90%) SCOM
10 56 (0.65%) Grafana
11 42 (0.49%) Puppet
12 38 (0.44%) Prometheus
13 27 (0.32%) AirWatch
14 24 (0.28%) Failover Clustering
15 23 (0.27%) Nagios
16 21 (0.25%) SCVMM
17 19 (0.22%) Progress Chef
18 17 (0.20%) EnCase
18 17 (0.20%) Microsoft Data Protection Manager
19 16 (0.19%) Jamf Pro
Vendors
1 1,912 (22.33%) Microsoft
2 485 (5.66%) Oracle
3 481 (5.62%) VMware
4 297 (3.47%) Cisco
5 270 (3.15%) Google
6 210 (2.45%) SAP
7 153 (1.79%) Citrix
8 132 (1.54%) ServiceNow
9 113 (1.32%) Salesforce
10 111 (1.30%) IBM
11 107 (1.25%) Veeam
12 105 (1.23%) HP
13 98 (1.14%) CheckPoint
14 96 (1.12%) Apple
15 95 (1.11%) Juniper
16 89 (1.04%) Splunk
17 88 (1.03%) Meraki
18 81 (0.95%) F5
19 74 (0.86%) Databricks
20 71 (0.83%) Dell