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

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 7 13 16
Rank change year-on-year +6 +3 +3
Permanent jobs citing Problem-Solving 14,737 13,668 22,403
As % of all permanent jobs advertised in the UK 14.96% 13.20% 14.32%
As % of the Processes & Methodologies category 17.42% 13.80% 14.98%
Number of salaries quoted 9,442 6,900 9,815
10th Percentile £26,250 £29,750 £29,478
25th Percentile £33,500 £40,000 £37,535
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +10.00%
75th Percentile £67,500 £76,316 £71,938
90th Percentile £85,000 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £46,111
% change year-on-year -10.00% +8.43% +2.47%

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 84,620 99,018 149,592
As % of all permanent jobs advertised in the UK 85.90% 95.62% 95.60%
Number of salaries quoted 59,724 58,165 83,321
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £81,500 £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% +9.38%

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 4 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 4 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 +7 12,836 £50,000 -9.09% 5,489
UK excluding London +5 10,903 £45,000 -10.00% 4,156
Work from Home +5 4,769 £55,000 -8.33% 1,958
London +3 3,246 £70,000 - 1,579
South East +4 2,838 £45,000 -14.29% 950
North of England +9 2,462 £45,000 - 1,050
Midlands +4 1,790 £42,100 -13.33% 788
South West +8 1,358 £47,500 -5.00% 578
North West +10 1,294 £45,000 -5.26% 577
West Midlands +5 1,147 £42,500 -15.00% 473
East of England +5 1,027 £42,500 -10.53% 506
Scotland -6 946 £45,543 -17.19% 261
Yorkshire +5 918 £43,293 -1.68% 356
East Midlands +4 623 £37,500 -16.67% 315
Wales +7 321 £41,067 +6.00% 128
North East +14 249 £45,000 +5.88% 132
Northern Ireland +17 146 £49,500 -1.00% 59
Isle of Man +3 21 £45,000 +50.00% 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
1 503 (3.41%) SharePoint
2 432 (2.93%) Microsoft Exchange
3 225 (1.53%) Apache
4 217 (1.47%) Apache Spark
5 176 (1.19%) Confluence
6 146 (0.99%) CMS
7 139 (0.94%) IIS
8 120 (0.81%) WordPress
9 53 (0.36%) SAS
10 44 (0.30%) WebLogic
11 34 (0.23%) JBoss
12 32 (0.22%) nginx
12 32 (0.22%) OpenStack
13 28 (0.19%) Red Hat Fuse
14 27 (0.18%) Umbraco
15 26 (0.18%) Apache Airflow
16 25 (0.17%) OpenEdge
17 19 (0.13%) Drupal
18 18 (0.12%) FileNet
19 17 (0.12%) Cloud Foundry
Applications
1 1,306 (8.86%) Microsoft Office
2 982 (6.66%) Microsoft Excel
3 322 (2.18%) Microsoft PowerPoint
4 81 (0.55%) Spreadsheet
5 72 (0.49%) Sketch
6 67 (0.45%) Microsoft Project
7 59 (0.40%) MS Visio
8 46 (0.31%) Photoshop
9 45 (0.31%) AutoCAD
10 36 (0.24%) Simulink
11 29 (0.20%) Adobe Creative Suite
11 29 (0.20%) Trello
12 23 (0.16%) Adobe XD
13 22 (0.15%) Adobe Illustrator
13 22 (0.15%) InDesign
14 18 (0.12%) SOLIDWORKS
15 13 (0.088%) SPSS
16 12 (0.081%) Chatbot
17 10 (0.068%) InVision
18 9 (0.061%) Revit
Business Applications
1 139 (0.94%) Dynamics CRM
2 56 (0.38%) NetSuite
3 54 (0.37%) Shopify
4 46 (0.31%) SAP S/4HANA
5 40 (0.27%) Magento
6 39 (0.26%) Siebel CRM
7 22 (0.15%) Dynamics NAV
8 20 (0.14%) SAP ERP
9 19 (0.13%) Oracle Applications
10 18 (0.12%) Endur
11 17 (0.12%) iTrent
11 17 (0.12%) Salesforce CRM
12 14 (0.095%) SDL Web 8
12 14 (0.095%) Teamcenter
13 13 (0.088%) Infor SunSystems
13 13 (0.088%) SAP Business One
13 13 (0.088%) SAP CX
13 13 (0.088%) Unit4 Business World
14 12 (0.081%) Payment Gateway
15 11 (0.075%) Sage 50
Cloud Services
1 2,566 (17.41%) Azure
2 1,973 (13.39%) AWS
3 1,458 (9.89%) Microsoft 365
4 785 (5.33%) Power Platform
5 776 (5.27%) GCP
6 535 (3.63%) SaaS
7 380 (2.58%) Azure DevOps
8 332 (2.25%) Serverless
9 302 (2.05%) Entra ID
10 285 (1.93%) Cloud Computing
11 262 (1.78%) Dynamics 365
12 238 (1.61%) Amazon S3
13 213 (1.45%) GitHub
14 185 (1.26%) AWS Lambda
15 183 (1.24%) Power Automate
15 183 (1.24%) PowerApps
16 120 (0.81%) IaaS
17 115 (0.78%) Snowflake
18 101 (0.69%) Amazon EC2
19 100 (0.68%) Figma
Communications & Networking
1 840 (5.70%) Firewall
2 446 (3.03%) DNS
3 398 (2.70%) WAN
4 329 (2.23%) LAN
5 312 (2.12%) DHCP
6 305 (2.07%) TCP/IP
7 279 (1.89%) VPN
8 269 (1.83%) Network Security
9 263 (1.78%) Wireless
10 228 (1.55%) Internet
11 193 (1.31%) Wi-Fi
12 160 (1.09%) VoIP
13 137 (0.93%) SAN
14 129 (0.88%) VLAN
15 83 (0.56%) SD-WAN
16 80 (0.54%) Intrusion Detection
17 78 (0.53%) 5G
18 76 (0.52%) Broadband
18 76 (0.52%) SNMP
19 70 (0.47%) IPsec
Database & Business Intelligence
1 920 (6.24%) SQL Server
2 634 (4.30%) Power BI
3 449 (3.05%) Data Warehouse
3 449 (3.05%) MySQL
4 374 (2.54%) BigQuery
5 373 (2.53%) Looker
6 349 (2.37%) Relational Database
7 347 (2.35%) Tableau
8 341 (2.31%) NoSQL
9 262 (1.78%) PostgreSQL
10 240 (1.63%) Big Data
11 228 (1.55%) Elasticsearch
12 226 (1.53%) MongoDB
13 151 (1.02%) Amazon RDS
14 134 (0.91%) SQL Server Reporting Services
15 133 (0.90%) SQL Server Integration Services
16 125 (0.85%) Redis
17 118 (0.80%) RDBMS
18 113 (0.77%) Hadoop
19 105 (0.71%) Data Lake
Development Applications
1 860 (5.84%) Git
2 539 (3.66%) JIRA
3 338 (2.29%) Jenkins
4 184 (1.25%) GitLab
5 115 (0.78%) Visual Studio
6 71 (0.48%) Selenium
6 71 (0.48%) TeamCity
7 62 (0.42%) LabVIEW
8 55 (0.37%) JUnit
9 54 (0.37%) Team Foundation Server
10 51 (0.35%) Bitbucket
11 48 (0.33%) Maven
11 48 (0.33%) Postman
12 45 (0.31%) Cucumber
13 44 (0.30%) IntelliJ
14 38 (0.26%) Octopus Deploy
15 37 (0.25%) Subversion
16 36 (0.24%) JDeveloper
17 35 (0.24%) Cypress.io
18 33 (0.22%) JMeter
General
1 7,614 (51.67%) Social Skills
2 4,815 (32.67%) Analytical Skills
3 3,068 (20.82%) Finance
4 1,433 (9.72%) Inclusion and Diversity
5 1,056 (7.17%) Retail
6 1,003 (6.81%) Law
7 977 (6.63%) Marketing
8 831 (5.64%) Organisational Skills
9 745 (5.06%) Presentation Skills
10 704 (4.78%) Manufacturing
11 693 (4.70%) Legal
12 550 (3.73%) Influencing Skills
13 517 (3.51%) Public Sector
14 420 (2.85%) Banking
15 353 (2.40%) Telecoms
16 245 (1.66%) Electronics
17 242 (1.64%) Billing
18 200 (1.36%) Games
19 194 (1.32%) Aerospace
20 189 (1.28%) Investment Banking
Job Titles
1 2,101 (14.26%) Analyst
2 2,056 (13.95%) Senior
3 1,951 (13.24%) Developer
4 1,139 (7.73%) Lead
5 1,010 (6.85%) Software Engineer
6 758 (5.14%) Architect
7 630 (4.27%) IT Support
8 553 (3.75%) Consultant
9 537 (3.64%) Support Engineer
10 492 (3.34%) Project Manager
11 453 (3.07%) Senior Developer
12 448 (3.04%) IT Engineer
13 437 (2.97%) Business Analyst
14 404 (2.74%) Data Engineer
15 362 (2.46%) Graduate
16 332 (2.25%) Senior Software Engineer
17 329 (2.23%) Support Analyst
18 317 (2.15%) Infrastructure Engineer
19 315 (2.14%) Software Developer
20 311 (2.11%) Administrator
Libraries, Frameworks & Software Standards
1 931 (6.32%) .NET
2 837 (5.68%) HTML
3 738 (5.01%) CSS
4 715 (4.85%) React
5 436 (2.96%) AngularJS
6 417 (2.83%) Node.js
7 352 (2.39%) RESTful
8 319 (2.16%) Spring
9 308 (2.09%) REST
10 260 (1.76%) Web Services
11 246 (1.67%) ASP.NET
12 234 (1.59%) Vue
13 231 (1.57%) .NET Framework
14 225 (1.53%) JSON
15 211 (1.43%) .NET Core
16 179 (1.21%) XML
17 177 (1.20%) GraphQL
18 160 (1.09%) HTML5
19 157 (1.07%) Kafka
20 155 (1.05%) SOAP
Miscellaneous
1 1,351 (9.17%) Self-Motivation
2 772 (5.24%) Management Information System
3 505 (3.43%) Algorithms
4 488 (3.31%) Product Ownership
5 451 (3.06%) Driving Licence
6 396 (2.69%) Onboarding
7 279 (1.89%) Data Centre
8 273 (1.85%) Data Structures
9 228 (1.55%) Cloud Native
10 219 (1.49%) Analytical Mindset
11 186 (1.26%) Mobile App
12 185 (1.26%) Client/Server
13 182 (1.23%) Enterprise Software
14 169 (1.15%) FMCG
15 161 (1.09%) IoT
16 148 (1.00%) Virtual Team
17 123 (0.83%) Public Cloud
18 119 (0.81%) Cyber Threat
19 117 (0.79%) Greenfield Project
20 114 (0.77%) NHS
Operating Systems
1 2,073 (14.07%) Windows
2 978 (6.64%) Linux
3 705 (4.78%) Windows Server
4 491 (3.33%) Windows 10
5 255 (1.73%) Apple iOS
6 221 (1.50%) Android
7 170 (1.15%) Unix
8 155 (1.05%) Mac OS
9 144 (0.98%) Windows Server 2012
10 135 (0.92%) Windows Server 2019
11 129 (0.88%) Windows Server 2016
12 109 (0.74%) Windows 7
13 55 (0.37%) Data ONTAP
14 43 (0.29%) Ubuntu
15 40 (0.27%) Red Hat Enterprise Linux
16 38 (0.26%) VMS
16 38 (0.26%) Windows Server 2008
17 35 (0.24%) Kali Linux
18 31 (0.21%) AIX
18 31 (0.21%) CentOS
Processes & Methodologies
1 3,119 (21.16%) Agile
2 1,857 (12.60%) Computer Science
3 1,802 (12.23%) Project Management
4 1,788 (12.13%) Customer Service
5 1,733 (11.76%) Software Engineering
6 1,709 (11.60%) Mentoring
7 1,646 (11.17%) Continuous Improvement
8 1,528 (10.37%) Decision-Making
9 1,523 (10.33%) DevOps
10 1,161 (7.88%) Analytics
11 1,072 (7.27%) Coaching
12 1,070 (7.26%) ITIL
13 1,069 (7.25%) Cybersecurity
14 974 (6.61%) CI/CD
15 924 (6.27%) Actionable Insight
16 900 (6.11%) Collaborative Working
17 899 (6.10%) Mathematics
18 867 (5.88%) Data Analysis
19 843 (5.72%) SDLC
20 834 (5.66%) Business Intelligence
Programming Languages
1 2,397 (16.27%) SQL
2 1,850 (12.55%) Python
3 1,257 (8.53%) JavaScript
4 1,248 (8.47%) Java
5 1,161 (7.88%) C#
6 473 (3.21%) PowerShell
7 430 (2.92%) C++
8 424 (2.88%) TypeScript
9 398 (2.70%) C
10 337 (2.29%) PHP
11 316 (2.14%) Bash
12 201 (1.36%) Scala
13 200 (1.36%) T-SQL
14 140 (0.95%) Go
15 138 (0.94%) R
16 137 (0.93%) Ruby
17 123 (0.83%) Perl
18 108 (0.73%) MATLAB
19 85 (0.58%) Shell Script
20 82 (0.56%) VB
Qualifications
1 4,122 (27.97%) Degree
2 1,320 (8.96%) Security Cleared
3 1,056 (7.17%) Computer Science Degree
4 822 (5.58%) SC Cleared
5 527 (3.58%) Master's Degree
6 434 (2.94%) DBS Check
7 386 (2.62%) Microsoft Certification
8 219 (1.49%) Cisco Certification
9 199 (1.35%) DV Cleared
10 192 (1.30%) CISSP
11 165 (1.12%) Azure Certification
12 150 (1.02%) AWS Certification
13 146 (0.99%) CCNA
14 140 (0.95%) PMI Certification
15 135 (0.92%) BPSS Clearance
16 126 (0.85%) HNC
17 124 (0.84%) A+ Certification
18 121 (0.82%) PhD
19 115 (0.78%) Six Sigma Yellow Belt
20 113 (0.77%) ACCA
Quality Assurance & Compliance
1 808 (5.48%) QA
2 589 (4.00%) GDPR
3 495 (3.36%) SLA
4 492 (3.34%) Data Quality
5 281 (1.91%) ISO/IEC 27001
6 233 (1.58%) Accessibility
7 166 (1.13%) Cyber Essentials
8 153 (1.04%) PMO
9 118 (0.80%) NIST
10 109 (0.74%) ISO 9001
11 93 (0.63%) IFRS
12 81 (0.55%) GAAP
13 67 (0.45%) WCAG
14 66 (0.45%) PCI DSS
15 51 (0.35%) ISO/IEC 17025
16 45 (0.31%) Actionable Recommendations
17 39 (0.26%) NCSC
17 39 (0.26%) Sarbanes-Oxley
18 30 (0.20%) SOC 2
19 29 (0.20%) HIPAA
System Software
1 1,176 (7.98%) Active Directory
2 637 (4.32%) Docker
3 512 (3.47%) VMware Infrastructure
4 320 (2.17%) Hyper-V
5 131 (0.89%) Firmware
6 101 (0.69%) VMware ESXi
7 95 (0.64%) Virtual Machines
8 47 (0.32%) Virtual Desktop
9 43 (0.29%) VMware NSX
9 43 (0.29%) vSphere
10 32 (0.22%) Virtual Servers
11 31 (0.21%) KVM
12 30 (0.20%) Embedded Firmware
13 15 (0.10%) Oracle RAC
14 13 (0.088%) Terminal Services
14 13 (0.088%) XenApp
15 12 (0.081%) NFS
16 8 (0.054%) XenDesktop
17 7 (0.047%) pfSense
18 6 (0.041%) HDFS
Systems Management
1 614 (4.17%) Kubernetes
2 379 (2.57%) Terraform
3 240 (1.63%) Microsoft Intune
4 226 (1.53%) Ansible
5 191 (1.30%) SCCM
6 93 (0.63%) Prometheus
7 92 (0.62%) vCenter Server
8 79 (0.54%) Grafana
8 79 (0.54%) Puppet
9 55 (0.37%) Single Sign-On
10 47 (0.32%) SCOM
11 39 (0.26%) WSUS
12 37 (0.25%) EnCase
13 34 (0.23%) Functional Safety
14 33 (0.22%) Progress Chef
15 32 (0.22%) FortiGate
16 29 (0.20%) OpenSSO
17 28 (0.19%) Jamf Pro
18 26 (0.18%) Failover Clustering
19 24 (0.16%) ZABBIX
Vendors
1 3,464 (23.51%) Microsoft
2 839 (5.69%) Google
3 721 (4.89%) VMware
4 522 (3.54%) Oracle
5 415 (2.82%) SAP
6 348 (2.36%) Cisco
7 271 (1.84%) Salesforce
8 219 (1.49%) Databricks
9 149 (1.01%) ServiceNow
10 145 (0.98%) Adobe
11 143 (0.97%) Apple
12 138 (0.94%) IBM
13 135 (0.92%) Veeam
14 119 (0.81%) Palo Alto
15 116 (0.79%) Dell
16 115 (0.78%) Citrix
17 109 (0.74%) HP
18 108 (0.73%) Juniper
19 104 (0.71%) CA
20 103 (0.70%) Meraki