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 23 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 7 13 14
Rank change year-on-year +6 +1 +5
Permanent jobs citing Problem-Solving 14,786 12,791 24,318
As % of all permanent jobs advertised in the UK 14.65% 12.99% 14.84%
As % of the Processes & Methodologies category 17.28% 13.59% 15.49%
Number of salaries quoted 9,396 6,593 9,935
10th Percentile £26,250 £29,000 £29,750
25th Percentile £33,000 £40,000 £38,037
Median annual salary (50th Percentile) £49,500 £55,000 £55,000
Median % change year-on-year -10.00% - +10.00%
75th Percentile £67,500 £76,250 £72,500
90th Percentile £84,964 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26% +5.56%

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 85,549 94,155 156,986
As % of all permanent jobs advertised in the UK 84.76% 95.59% 95.83%
Number of salaries quoted 60,063 55,401 82,663
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +10.53%

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 23 May 2024.

Salary histogram for Problem-Solving in the UK

Problem-Solving
Top 18 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 23 May 2024. 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 +6 12,928 £50,000 -9.09% 5,528
UK excluding London +7 10,921 £45,000 -10.00% 4,142
Work from Home +5 4,740 £54,000 -10.00% 2,066
London +3 3,267 £70,000 - 1,592
South East +5 2,912 £45,000 -14.29% 959
North of England +9 2,445 £45,000 - 1,047
Midlands +4 1,792 £40,625 -14.47% 836
South West +7 1,369 £47,500 -5.00% 533
North West +13 1,289 £45,000 -7.16% 580
West Midlands +3 1,150 £42,500 -15.00% 500
East of England +7 1,020 £42,500 -11.46% 501
Scotland -8 921 £45,000 -10.45% 291
Yorkshire +4 901 £43,000 -1.88% 349
East Midlands +9 619 £37,500 -16.67% 337
Wales +5 313 £42,000 +5.00% 110
North East +13 254 £45,000 +5.88% 134
Northern Ireland +17 138 £47,500 -17.39% 48
Isle of Man +3 18 £37,000 +23.33% 6

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
1 496 (3.35%) SharePoint
2 426 (2.88%) Microsoft Exchange
3 228 (1.54%) Apache
4 213 (1.44%) Apache Spark
5 159 (1.08%) Confluence
6 150 (1.01%) CMS
7 129 (0.87%) IIS
8 120 (0.81%) WordPress
9 56 (0.38%) SAS
10 42 (0.28%) WebLogic
11 33 (0.22%) Apache Airflow
12 32 (0.22%) OpenStack
13 31 (0.21%) Umbraco
14 30 (0.20%) nginx
15 25 (0.17%) OpenEdge
16 19 (0.13%) Drupal
17 18 (0.12%) FileNet
17 18 (0.12%) JBoss
18 17 (0.11%) Cloud Foundry
19 16 (0.11%) Jupyter
Applications
1 1,264 (8.55%) Microsoft Office
2 963 (6.51%) Microsoft Excel
3 310 (2.10%) Microsoft PowerPoint
4 78 (0.53%) Spreadsheet
5 72 (0.49%) Sketch
6 71 (0.48%) Microsoft Project
7 61 (0.41%) MS Visio
8 45 (0.30%) AutoCAD
9 44 (0.30%) Photoshop
10 42 (0.28%) Simulink
11 29 (0.20%) Adobe Creative Suite
11 29 (0.20%) Trello
12 25 (0.17%) Adobe XD
13 22 (0.15%) Adobe Illustrator
14 18 (0.12%) SOLIDWORKS
15 17 (0.11%) InDesign
16 13 (0.088%) SPSS
17 12 (0.081%) Chatbot
18 11 (0.074%) InVision
19 10 (0.068%) Revit
Business Applications
1 139 (0.94%) Dynamics CRM
2 54 (0.37%) Shopify
3 53 (0.36%) NetSuite
4 52 (0.35%) SAP S/4HANA
5 41 (0.28%) Siebel CRM
6 40 (0.27%) Magento
7 22 (0.15%) Dynamics NAV
8 20 (0.14%) SAP ERP
9 19 (0.13%) Oracle Applications
10 18 (0.12%) Salesforce CRM
11 17 (0.11%) iTrent
12 16 (0.11%) Endur
12 16 (0.11%) SDL Web 8
13 14 (0.095%) Payment Gateway
13 14 (0.095%) Teamcenter
14 13 (0.088%) Infor SunSystems
14 13 (0.088%) SAP Business One
14 13 (0.088%) Unit4 Business World
15 12 (0.081%) SAP CX
15 12 (0.081%) SAP MM
Cloud Services
1 2,576 (17.42%) Azure
2 2,045 (13.83%) AWS
3 1,455 (9.84%) Microsoft 365
4 796 (5.38%) Power Platform
5 782 (5.29%) GCP
6 512 (3.46%) SaaS
7 385 (2.60%) Azure DevOps
8 305 (2.06%) Serverless
9 302 (2.04%) Entra ID
10 283 (1.91%) Cloud Computing
11 264 (1.79%) Dynamics 365
12 237 (1.60%) Amazon S3
13 217 (1.47%) GitHub
14 186 (1.26%) AWS Lambda
14 186 (1.26%) Power Automate
15 185 (1.25%) PowerApps
16 117 (0.79%) Snowflake
17 115 (0.78%) IaaS
18 102 (0.69%) Amazon EC2
19 101 (0.68%) Figma
Communications & Networking
1 830 (5.61%) Firewall
2 432 (2.92%) DNS
3 372 (2.52%) WAN
4 312 (2.11%) LAN
5 305 (2.06%) TCP/IP
6 303 (2.05%) DHCP
7 270 (1.83%) VPN
8 262 (1.77%) Network Security
9 256 (1.73%) Wireless
10 223 (1.51%) Internet
11 195 (1.32%) Wi-Fi
12 152 (1.03%) VoIP
13 131 (0.89%) SAN
14 122 (0.83%) VLAN
15 82 (0.55%) SD-WAN
16 78 (0.53%) 5G
17 76 (0.51%) Intrusion Detection
18 74 (0.50%) SNMP
19 72 (0.49%) Broadband
20 70 (0.47%) IPsec
Database & Business Intelligence
1 893 (6.04%) SQL Server
2 642 (4.34%) Power BI
3 467 (3.16%) Data Warehouse
4 441 (2.98%) MySQL
5 402 (2.72%) Tableau
6 375 (2.54%) BigQuery
7 372 (2.52%) Looker
8 348 (2.35%) NoSQL
9 341 (2.31%) Relational Database
10 261 (1.77%) PostgreSQL
11 234 (1.58%) Big Data
12 228 (1.54%) MongoDB
13 221 (1.49%) Elasticsearch
14 159 (1.08%) Amazon RDS
15 127 (0.86%) Redis
16 126 (0.85%) SQL Server Integration Services
17 123 (0.83%) SQL Server Reporting Services
18 107 (0.72%) Hadoop
19 102 (0.69%) Data Lake
20 100 (0.68%) RDBMS
Development Applications
1 875 (5.92%) Git
2 530 (3.58%) JIRA
3 336 (2.27%) Jenkins
4 205 (1.39%) GitLab
5 126 (0.85%) Visual Studio
6 73 (0.49%) TeamCity
7 69 (0.47%) Selenium
8 59 (0.40%) LabVIEW
9 58 (0.39%) JUnit
10 54 (0.37%) Team Foundation Server
11 51 (0.34%) Postman
12 47 (0.32%) Cucumber
13 46 (0.31%) Maven
14 45 (0.30%) Bitbucket
15 43 (0.29%) Octopus Deploy
16 35 (0.24%) Subversion
17 33 (0.22%) SpecFlow
18 32 (0.22%) JMeter
19 31 (0.21%) Cypress.io
19 31 (0.21%) Metasploit
General
1 7,684 (51.97%) Social Skills
2 4,852 (32.81%) Analytical Skills
3 3,053 (20.65%) Finance
4 1,504 (10.17%) Inclusion and Diversity
5 1,114 (7.53%) Retail
6 1,007 (6.81%) Law
7 991 (6.70%) Marketing
8 842 (5.69%) Organisational Skills
8 842 (5.69%) Presentation Skills
9 703 (4.75%) Manufacturing
10 696 (4.71%) Legal
11 546 (3.69%) Influencing Skills
12 491 (3.32%) Public Sector
13 407 (2.75%) Banking
14 342 (2.31%) Telecoms
15 246 (1.66%) Electronics
16 234 (1.58%) Billing
17 210 (1.42%) Aerospace
18 194 (1.31%) Games
19 186 (1.26%) Investment Banking
Job Titles
1 2,121 (14.34%) Senior
2 2,109 (14.26%) Analyst
3 1,963 (13.28%) Developer
4 1,172 (7.93%) Lead
5 981 (6.63%) Software Engineer
6 812 (5.49%) Architect
7 632 (4.27%) IT Support
8 556 (3.76%) Consultant
9 532 (3.60%) Support Engineer
10 474 (3.21%) Project Manager
11 452 (3.06%) IT Engineer
12 448 (3.03%) Senior Developer
13 418 (2.83%) Business Analyst
14 399 (2.70%) Data Engineer
15 332 (2.25%) Senior Software Engineer
16 324 (2.19%) Graduate
17 319 (2.16%) Data Analyst
18 318 (2.15%) Software Developer
19 316 (2.14%) Support Analyst
20 312 (2.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 964 (6.52%) .NET
2 863 (5.84%) HTML
3 757 (5.12%) CSS
4 663 (4.48%) React
5 413 (2.79%) AngularJS
6 399 (2.70%) Node.js
7 330 (2.23%) RESTful
8 302 (2.04%) REST
9 268 (1.81%) Spring
10 257 (1.74%) Web Services
11 256 (1.73%) ASP.NET
12 243 (1.64%) .NET Framework
13 240 (1.62%) Vue
14 211 (1.43%) .NET Core
15 199 (1.35%) JSON
16 181 (1.22%) GraphQL
17 174 (1.18%) XML
18 162 (1.10%) HTML5
19 155 (1.05%) jQuery
20 150 (1.01%) Spring Boot
Miscellaneous
1 1,346 (9.10%) Self-Motivation
2 760 (5.14%) Management Information System
3 513 (3.47%) Algorithms
4 483 (3.27%) Product Ownership
5 403 (2.73%) Driving Licence
6 401 (2.71%) Onboarding
7 278 (1.88%) Data Structures
8 277 (1.87%) Data Centre
9 226 (1.53%) Cloud Native
10 217 (1.47%) Analytical Mindset
11 190 (1.28%) Mobile App
12 188 (1.27%) Client/Server
13 185 (1.25%) Enterprise Software
14 171 (1.16%) FMCG
15 160 (1.08%) IoT
16 159 (1.08%) Virtual Team
17 120 (0.81%) Cyber Threat
18 116 (0.78%) Greenfield Project
18 116 (0.78%) Public Cloud
19 112 (0.76%) NHS
Operating Systems
1 2,054 (13.89%) Windows
2 991 (6.70%) Linux
3 691 (4.67%) Windows Server
4 480 (3.25%) Windows 10
5 245 (1.66%) Apple iOS
6 217 (1.47%) Android
7 169 (1.14%) Unix
8 143 (0.97%) Mac OS
9 142 (0.96%) Windows Server 2012
10 136 (0.92%) Windows Server 2019
11 126 (0.85%) Windows Server 2016
12 103 (0.70%) Windows 7
13 54 (0.37%) Data ONTAP
14 46 (0.31%) Ubuntu
15 40 (0.27%) VMS
16 39 (0.26%) Red Hat Enterprise Linux
17 37 (0.25%) Kali Linux
17 37 (0.25%) Windows Server 2008
18 32 (0.22%) Embedded Linux
19 31 (0.21%) CentOS
Processes & Methodologies
1 3,135 (21.20%) Agile
2 1,902 (12.86%) Computer Science
3 1,790 (12.11%) Customer Service
4 1,776 (12.01%) Project Management
5 1,775 (12.00%) Mentoring
6 1,708 (11.55%) Software Engineering
7 1,665 (11.26%) Continuous Improvement
8 1,566 (10.59%) DevOps
9 1,535 (10.38%) Decision-Making
10 1,209 (8.18%) Analytics
11 1,119 (7.57%) Coaching
12 1,060 (7.17%) Cybersecurity
13 1,043 (7.05%) ITIL
14 1,003 (6.78%) CI/CD
15 968 (6.55%) Mathematics
16 938 (6.34%) Data Analysis
17 904 (6.11%) Collaborative Working
18 846 (5.72%) Actionable Insight
19 838 (5.67%) Business Intelligence
20 836 (5.65%) SDLC
Programming Languages
1 2,452 (16.58%) SQL
2 1,868 (12.63%) Python
3 1,268 (8.58%) JavaScript
4 1,179 (7.97%) Java
5 1,160 (7.85%) C#
6 476 (3.22%) PowerShell
7 435 (2.94%) C++
8 424 (2.87%) TypeScript
9 404 (2.73%) C
10 337 (2.28%) PHP
11 300 (2.03%) Bash
12 196 (1.33%) Scala
13 188 (1.27%) T-SQL
14 137 (0.93%) R
15 128 (0.87%) Go
16 111 (0.75%) MATLAB
17 107 (0.72%) Perl
18 101 (0.68%) Ruby
19 86 (0.58%) Shell Script
20 83 (0.56%) PL/SQL
Qualifications
1 4,245 (28.71%) Degree
2 1,243 (8.41%) Security Cleared
3 1,079 (7.30%) Computer Science Degree
4 768 (5.19%) SC Cleared
5 496 (3.35%) DBS Check
6 481 (3.25%) Master's Degree
7 386 (2.61%) Microsoft Certification
8 212 (1.43%) Cisco Certification
9 200 (1.35%) CISSP
10 196 (1.33%) DV Cleared
11 169 (1.14%) Azure Certification
12 151 (1.02%) AWS Certification
13 146 (0.99%) BPSS Clearance
13 146 (0.99%) PMI Certification
14 140 (0.95%) CCNA
15 130 (0.88%) HNC
16 127 (0.86%) PhD
17 125 (0.85%) A+ Certification
18 117 (0.79%) ACCA
19 115 (0.78%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 813 (5.50%) QA
2 594 (4.02%) GDPR
3 510 (3.45%) Data Quality
4 489 (3.31%) SLA
5 272 (1.84%) ISO/IEC 27001
6 226 (1.53%) Accessibility
7 156 (1.06%) Cyber Essentials
8 149 (1.01%) PMO
9 118 (0.80%) NIST
10 98 (0.66%) ISO 9001
11 96 (0.65%) IFRS
12 80 (0.54%) GAAP
13 70 (0.47%) PCI DSS
14 65 (0.44%) WCAG
15 38 (0.26%) ISO/IEC 17025
16 37 (0.25%) NCSC
17 36 (0.24%) Actionable Recommendations
18 32 (0.22%) Sarbanes-Oxley
19 31 (0.21%) HIPAA
19 31 (0.21%) SOC 2
System Software
1 1,154 (7.80%) Active Directory
2 633 (4.28%) Docker
3 486 (3.29%) VMware Infrastructure
4 316 (2.14%) Hyper-V
5 135 (0.91%) Firmware
6 99 (0.67%) VMware ESXi
7 97 (0.66%) Virtual Machines
8 50 (0.34%) Virtual Desktop
9 42 (0.28%) vSphere
10 34 (0.23%) VMware NSX
11 31 (0.21%) KVM
12 30 (0.20%) Virtual Servers
13 29 (0.20%) Embedded Firmware
14 14 (0.095%) Oracle RAC
14 14 (0.095%) Terminal Services
15 13 (0.088%) NFS
15 13 (0.088%) XenApp
16 8 (0.054%) XenDesktop
17 7 (0.047%) pfSense
18 6 (0.041%) HDFS
Systems Management
1 607 (4.11%) Kubernetes
2 396 (2.68%) Terraform
3 245 (1.66%) Ansible
4 235 (1.59%) Microsoft Intune
5 187 (1.26%) SCCM
6 102 (0.69%) Prometheus
7 91 (0.62%) vCenter Server
8 86 (0.58%) Grafana
9 81 (0.55%) Puppet
10 51 (0.34%) Single Sign-On
11 46 (0.31%) SCOM
12 39 (0.26%) WSUS
13 36 (0.24%) Progress Chef
14 34 (0.23%) Functional Safety
15 29 (0.20%) FortiGate
16 26 (0.18%) Jamf Pro
16 26 (0.18%) OpenSSO
17 24 (0.16%) Failover Clustering
17 24 (0.16%) ZABBIX
18 23 (0.16%) EnCase
Vendors
1 3,451 (23.34%) Microsoft
2 831 (5.62%) Google
3 685 (4.63%) VMware
4 516 (3.49%) Oracle
5 414 (2.80%) SAP
6 342 (2.31%) Cisco
7 285 (1.93%) Salesforce
8 261 (1.77%) Databricks
9 159 (1.08%) ServiceNow
10 141 (0.95%) Adobe
10 141 (0.95%) Apple
11 139 (0.94%) IBM
12 132 (0.89%) Veeam
13 116 (0.78%) Dell
14 114 (0.77%) Palo Alto
15 113 (0.76%) Citrix
16 107 (0.72%) HP
17 106 (0.72%) CA
18 101 (0.68%) Juniper
19 100 (0.68%) Red Hat