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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 7 13 15
Rank change year-on-year +6 +2 +4
Permanent jobs citing Problem-Solving 14,637 13,922 21,960
As % of all permanent jobs advertised in the UK 14.93% 13.30% 14.25%
As % of the Processes & Methodologies category 17.36% 13.91% 14.91%
Number of salaries quoted 9,427 7,004 9,767
10th Percentile £26,250 £29,750 £29,250
25th Percentile £33,362 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +10.00%
75th Percentile £67,500 £77,500 £72,500
90th Percentile £85,000 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £45,488
% change year-on-year -10.00% +9.92% +1.08%

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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +9.09%
75th Percentile £72,500 £82,500 £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 27 April 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 27 April 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 12,739 £50,000 -9.09% 5,288
UK excluding London +5 10,832 £45,000 -10.00% 4,042
Work from Home +4 4,748 £55,000 -8.33% 1,886
London +3 3,225 £70,000 - 1,534
South East +4 2,791 £45,000 -14.29% 932
North of England +9 2,471 £45,000 -2.17% 1,034
Midlands +3 1,784 £42,000 -16.00% 758
South West +8 1,334 £47,500 -5.00% 560
North West +10 1,293 £45,000 -5.26% 572
West Midlands +5 1,143 £42,500 -15.00% 456
East of England +5 1,026 £42,500 -10.99% 493
Scotland -5 944 £45,543 -17.19% 252
Yorkshire +5 931 £43,793 -2.68% 337
East Midlands +6 622 £37,500 -21.05% 301
Wales +5 322 £41,067 +9.51% 128
North East +12 246 £45,000 +5.88% 141
Northern Ireland +19 144 £50,000 - 68
Isle of Man +1 22 £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
1 500 (3.42%) SharePoint
2 431 (2.94%) Microsoft Exchange
3 225 (1.54%) Apache
4 215 (1.47%) Apache Spark
5 178 (1.22%) Confluence
6 144 (0.98%) CMS
7 141 (0.96%) IIS
8 117 (0.80%) WordPress
9 50 (0.34%) SAS
10 44 (0.30%) WebLogic
11 34 (0.23%) JBoss
12 33 (0.23%) OpenStack
13 32 (0.22%) nginx
14 28 (0.19%) Red Hat Fuse
15 27 (0.18%) Umbraco
16 26 (0.18%) Apache Airflow
17 25 (0.17%) OpenEdge
18 19 (0.13%) Drupal
19 18 (0.12%) FileNet
20 17 (0.12%) Cloud Foundry
Applications
1 1,271 (8.68%) Microsoft Office
2 939 (6.42%) Microsoft Excel
3 308 (2.10%) Microsoft PowerPoint
4 81 (0.55%) Spreadsheet
5 73 (0.50%) Sketch
6 68 (0.46%) Microsoft Project
7 59 (0.40%) MS Visio
8 48 (0.33%) Photoshop
9 45 (0.31%) AutoCAD
10 34 (0.23%) Simulink
11 29 (0.20%) Adobe Creative Suite
11 29 (0.20%) Trello
12 24 (0.16%) InDesign
13 23 (0.16%) Adobe XD
14 22 (0.15%) Adobe Illustrator
15 18 (0.12%) SOLIDWORKS
16 14 (0.096%) SPSS
17 12 (0.082%) Chatbot
18 11 (0.075%) InVision
19 9 (0.061%) Revit
Business Applications
1 138 (0.94%) Dynamics CRM
2 57 (0.39%) NetSuite
3 54 (0.37%) Shopify
4 44 (0.30%) SAP S/4HANA
5 40 (0.27%) Magento
6 38 (0.26%) Siebel CRM
7 22 (0.15%) Dynamics NAV
8 20 (0.14%) SAP ERP
9 19 (0.13%) Endur
9 19 (0.13%) Oracle Applications
10 17 (0.12%) iTrent
10 17 (0.12%) Salesforce CRM
11 14 (0.096%) SDL Web 8
11 14 (0.096%) Teamcenter
12 13 (0.089%) Infor SunSystems
12 13 (0.089%) SAP Business One
12 13 (0.089%) SAP CX
12 13 (0.089%) Unit4 Business World
13 12 (0.082%) Payment Gateway
14 11 (0.075%) Sage 50
Cloud Services
1 2,569 (17.55%) Azure
2 1,958 (13.38%) AWS
3 1,459 (9.97%) Microsoft 365
4 777 (5.31%) Power Platform
5 772 (5.27%) GCP
6 541 (3.70%) SaaS
7 380 (2.60%) Azure DevOps
8 336 (2.30%) Serverless
9 299 (2.04%) Entra ID
10 288 (1.97%) Cloud Computing
11 257 (1.76%) Dynamics 365
12 242 (1.65%) Amazon S3
13 214 (1.46%) GitHub
14 190 (1.30%) AWS Lambda
15 180 (1.23%) PowerApps
16 176 (1.20%) Power Automate
17 122 (0.83%) IaaS
18 115 (0.79%) Snowflake
19 106 (0.72%) Amazon EC2
20 101 (0.69%) WhatsApp
Communications & Networking
1 848 (5.79%) Firewall
2 446 (3.05%) DNS
3 399 (2.73%) WAN
4 334 (2.28%) LAN
5 317 (2.17%) DHCP
6 300 (2.05%) TCP/IP
7 279 (1.91%) VPN
8 276 (1.89%) Network Security
9 263 (1.80%) Wireless
10 230 (1.57%) Internet
11 196 (1.34%) Wi-Fi
12 165 (1.13%) VoIP
13 141 (0.96%) SAN
14 132 (0.90%) VLAN
15 81 (0.55%) Intrusion Detection
16 80 (0.55%) SD-WAN
17 77 (0.53%) SNMP
18 76 (0.52%) Broadband
19 75 (0.51%) 5G
20 70 (0.48%) IPsec
Database & Business Intelligence
1 932 (6.37%) SQL Server
2 627 (4.28%) Power BI
3 463 (3.16%) MySQL
4 445 (3.04%) Data Warehouse
5 372 (2.54%) Looker
6 370 (2.53%) BigQuery
7 350 (2.39%) Relational Database
8 338 (2.31%) NoSQL
9 331 (2.26%) Tableau
10 271 (1.85%) PostgreSQL
11 241 (1.65%) Big Data
12 238 (1.63%) MongoDB
13 225 (1.54%) Elasticsearch
14 155 (1.06%) Amazon RDS
15 137 (0.94%) SQL Server Reporting Services
16 136 (0.93%) SQL Server Integration Services
17 123 (0.84%) Redis
18 117 (0.80%) RDBMS
19 113 (0.77%) Hadoop
20 102 (0.70%) Data Lake
Development Applications
1 865 (5.91%) Git
2 545 (3.72%) JIRA
3 343 (2.34%) Jenkins
4 182 (1.24%) GitLab
5 109 (0.74%) Visual Studio
6 72 (0.49%) Selenium
7 71 (0.49%) TeamCity
8 63 (0.43%) LabVIEW
9 56 (0.38%) JUnit
10 55 (0.38%) Team Foundation Server
11 52 (0.36%) Bitbucket
12 49 (0.33%) Maven
13 48 (0.33%) Postman
14 47 (0.32%) IntelliJ
15 45 (0.31%) Cucumber
16 37 (0.25%) Octopus Deploy
16 37 (0.25%) Subversion
17 36 (0.25%) JDeveloper
18 35 (0.24%) Cypress.io
19 33 (0.23%) Metasploit
General
1 7,538 (51.50%) Social Skills
2 4,804 (32.82%) Analytical Skills
3 3,059 (20.90%) Finance
4 1,391 (9.50%) Inclusion and Diversity
5 1,037 (7.08%) Retail
6 973 (6.65%) Law
7 959 (6.55%) Marketing
8 792 (5.41%) Organisational Skills
9 730 (4.99%) Presentation Skills
10 703 (4.80%) Manufacturing
11 689 (4.71%) Legal
12 545 (3.72%) Influencing Skills
13 523 (3.57%) Public Sector
14 433 (2.96%) Banking
15 352 (2.40%) Telecoms
16 244 (1.67%) Electronics
17 242 (1.65%) Billing
18 198 (1.35%) Games
19 193 (1.32%) Aerospace
20 178 (1.22%) Investment Banking
Job Titles
1 2,077 (14.19%) Analyst
2 2,055 (14.04%) Senior
3 1,944 (13.28%) Developer
4 1,110 (7.58%) Lead
5 1,015 (6.93%) Software Engineer
6 750 (5.12%) Architect
7 629 (4.30%) IT Support
8 558 (3.81%) Consultant
9 539 (3.68%) Support Engineer
10 481 (3.29%) Project Manager
11 461 (3.15%) Senior Developer
12 450 (3.07%) IT Engineer
13 434 (2.97%) Business Analyst
14 406 (2.77%) Data Engineer
15 365 (2.49%) Graduate
16 331 (2.26%) Support Analyst
17 329 (2.25%) Senior Software Engineer
18 320 (2.19%) Infrastructure Engineer
19 317 (2.17%) Software Developer
20 310 (2.12%) Administrator
Libraries, Frameworks & Software Standards
1 921 (6.29%) .NET
2 844 (5.77%) HTML
3 748 (5.11%) CSS
4 727 (4.97%) React
5 457 (3.12%) AngularJS
6 430 (2.94%) Node.js
7 367 (2.51%) RESTful
8 318 (2.17%) Spring
9 311 (2.12%) REST
10 258 (1.76%) Web Services
11 241 (1.65%) ASP.NET
12 236 (1.61%) Vue
13 226 (1.54%) .NET Framework
14 224 (1.53%) JSON
15 209 (1.43%) .NET Core
16 180 (1.23%) GraphQL
17 176 (1.20%) XML
18 157 (1.07%) HTML5
18 157 (1.07%) Kafka
19 156 (1.07%) SOAP
Miscellaneous
1 1,314 (8.98%) Self-Motivation
2 770 (5.26%) Management Information System
3 503 (3.44%) Algorithms
4 488 (3.33%) Product Ownership
5 448 (3.06%) Driving Licence
6 397 (2.71%) Onboarding
7 279 (1.91%) Data Centre
8 271 (1.85%) Data Structures
9 226 (1.54%) Cloud Native
10 216 (1.48%) Analytical Mindset
11 188 (1.28%) Mobile App
12 183 (1.25%) Client/Server
13 180 (1.23%) Enterprise Software
14 168 (1.15%) FMCG
15 163 (1.11%) IoT
16 149 (1.02%) Virtual Team
17 122 (0.83%) Greenfield Project
18 121 (0.83%) Public Cloud
19 119 (0.81%) Cyber Threat
20 116 (0.79%) NHS
Operating Systems
1 2,081 (14.22%) Windows
2 974 (6.65%) Linux
3 708 (4.84%) Windows Server
4 497 (3.40%) Windows 10
5 260 (1.78%) Apple iOS
6 224 (1.53%) Android
7 171 (1.17%) Unix
8 157 (1.07%) Mac OS
9 147 (1.00%) Windows Server 2012
10 135 (0.92%) Windows Server 2019
11 130 (0.89%) Windows Server 2016
12 110 (0.75%) Windows 7
13 55 (0.38%) Data ONTAP
14 39 (0.27%) Red Hat Enterprise Linux
14 39 (0.27%) Ubuntu
14 39 (0.27%) VMS
15 38 (0.26%) Windows Server 2008
16 35 (0.24%) Kali Linux
17 31 (0.21%) AIX
18 30 (0.20%) Windows 8
Processes & Methodologies
1 3,121 (21.32%) Agile
2 1,853 (12.66%) Computer Science
3 1,788 (12.22%) Customer Service
4 1,784 (12.19%) Project Management
5 1,739 (11.88%) Software Engineering
6 1,694 (11.57%) Mentoring
7 1,642 (11.22%) Continuous Improvement
8 1,526 (10.43%) Decision-Making
8 1,526 (10.43%) DevOps
9 1,142 (7.80%) Analytics
10 1,073 (7.33%) ITIL
11 1,068 (7.30%) Cybersecurity
12 1,067 (7.29%) Coaching
13 980 (6.70%) CI/CD
14 916 (6.26%) Actionable Insight
15 883 (6.03%) Mathematics
16 879 (6.01%) Collaborative Working
17 853 (5.83%) Data Analysis
18 846 (5.78%) SDLC
19 828 (5.66%) Business Intelligence
Programming Languages
1 2,390 (16.33%) SQL
2 1,839 (12.56%) Python
3 1,258 (8.59%) JavaScript
4 1,243 (8.49%) Java
5 1,159 (7.92%) C#
6 475 (3.25%) PowerShell
7 422 (2.88%) C++
8 420 (2.87%) TypeScript
9 391 (2.67%) C
10 334 (2.28%) PHP
11 319 (2.18%) Bash
12 203 (1.39%) Scala
13 199 (1.36%) T-SQL
14 141 (0.96%) Go
15 138 (0.94%) Ruby
16 131 (0.89%) R
17 120 (0.82%) Perl
18 106 (0.72%) MATLAB
19 86 (0.59%) Shell Script
20 79 (0.54%) VB
Qualifications
1 4,081 (27.88%) Degree
2 1,314 (8.98%) Security Cleared
3 1,062 (7.26%) Computer Science Degree
4 825 (5.64%) SC Cleared
5 536 (3.66%) Master's Degree
6 418 (2.86%) DBS Check
7 381 (2.60%) Microsoft Certification
8 219 (1.50%) Cisco Certification
9 196 (1.34%) DV Cleared
10 191 (1.30%) CISSP
11 166 (1.13%) Azure Certification
12 152 (1.04%) AWS Certification
13 147 (1.00%) CCNA
14 140 (0.96%) PMI Certification
15 134 (0.92%) BPSS Clearance
16 127 (0.87%) HNC
17 125 (0.85%) A+ Certification
18 122 (0.83%) PhD
19 116 (0.79%) ACCA
20 115 (0.79%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 812 (5.55%) QA
2 591 (4.04%) GDPR
3 503 (3.44%) SLA
4 486 (3.32%) Data Quality
5 280 (1.91%) ISO/IEC 27001
6 234 (1.60%) Accessibility
7 167 (1.14%) Cyber Essentials
8 154 (1.05%) PMO
9 116 (0.79%) NIST
10 108 (0.74%) ISO 9001
11 94 (0.64%) IFRS
12 83 (0.57%) GAAP
13 68 (0.46%) WCAG
14 66 (0.45%) PCI DSS
15 54 (0.37%) Actionable Recommendations
16 51 (0.35%) ISO/IEC 17025
17 39 (0.27%) NCSC
17 39 (0.27%) Sarbanes-Oxley
18 29 (0.20%) GRC
18 29 (0.20%) HIPAA
System Software
1 1,186 (8.10%) Active Directory
2 642 (4.39%) Docker
3 512 (3.50%) VMware Infrastructure
4 318 (2.17%) Hyper-V
5 131 (0.89%) Firmware
6 100 (0.68%) VMware ESXi
7 93 (0.64%) Virtual Machines
8 47 (0.32%) Virtual Desktop
9 44 (0.30%) VMware NSX
9 44 (0.30%) vSphere
10 34 (0.23%) Virtual Servers
11 30 (0.20%) KVM
12 29 (0.20%) Embedded Firmware
13 15 (0.10%) Oracle RAC
14 13 (0.089%) Terminal Services
14 13 (0.089%) XenApp
15 11 (0.075%) NFS
16 8 (0.055%) XenDesktop
17 7 (0.048%) Microsoft Virtual Server
17 7 (0.048%) pfSense
Systems Management
1 618 (4.22%) Kubernetes
2 384 (2.62%) Terraform
3 239 (1.63%) Microsoft Intune
4 228 (1.56%) Ansible
5 193 (1.32%) SCCM
6 92 (0.63%) vCenter Server
7 89 (0.61%) Prometheus
8 76 (0.52%) Puppet
9 75 (0.51%) Grafana
10 55 (0.38%) Single Sign-On
11 43 (0.29%) SCOM
12 40 (0.27%) WSUS
13 37 (0.25%) EnCase
14 34 (0.23%) FortiGate
14 34 (0.23%) Functional Safety
15 32 (0.22%) Progress Chef
16 29 (0.20%) Jamf Pro
16 29 (0.20%) OpenSSO
17 27 (0.18%) Failover Clustering
18 24 (0.16%) ZABBIX
Vendors
1 3,433 (23.45%) Microsoft
2 837 (5.72%) Google
3 723 (4.94%) VMware
4 515 (3.52%) Oracle
5 407 (2.78%) SAP
6 351 (2.40%) Cisco
7 268 (1.83%) Salesforce
8 206 (1.41%) Databricks
9 148 (1.01%) ServiceNow
10 147 (1.00%) Adobe
11 143 (0.98%) Apple
11 143 (0.98%) IBM
12 136 (0.93%) Veeam
13 122 (0.83%) Dell
14 121 (0.83%) Palo Alto
15 116 (0.79%) Citrix
16 110 (0.75%) HP
17 107 (0.73%) CA
17 107 (0.73%) Juniper
18 104 (0.71%) Meraki