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

6 months to
7 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 14,758 13,361 22,611
As % of all permanent jobs advertised in the UK 14.99% 13.16% 14.36%
As % of the Processes & Methodologies category 17.49% 13.76% 15.02%
Number of salaries quoted 9,415 6,750 9,759
10th Percentile £26,250 £29,750 £29,750
25th Percentile £33,000 £40,000 £38,000
Median annual salary (50th Percentile) £49,990 £55,000 £55,000
Median % change year-on-year -9.11% - +10.00%
75th Percentile £67,500 £76,250 £72,500
90th Percentile £85,000 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £47,000
% change year-on-year -10.00% +6.38% +4.44%

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 84,403 97,101 150,579
As % of all permanent jobs advertised in the UK 85.70% 95.61% 95.65%
Number of salaries quoted 59,565 57,006 82,680
10th Percentile £29,000 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,750
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 7 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 7 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 12,862 £50,000 -9.09% 5,601
UK excluding London +6 10,945 £45,000 -10.00% 4,196
Work from Home +5 4,759 £55,000 -8.33% 2,027
London +3 3,224 £70,000 - 1,649
South East +5 2,882 £45,000 -14.29% 963
North of England +9 2,461 £45,000 - 1,044
Midlands +5 1,797 £42,000 -12.50% 798
South West +7 1,355 £47,500 -5.00% 578
North West +10 1,297 £45,000 -5.26% 578
West Midlands +5 1,146 £42,500 -15.00% 486
East of England +5 1,024 £42,500 -10.53% 511
Scotland -6 943 £45,000 -14.29% 265
Yorkshire +5 916 £43,000 -2.27% 350
East Midlands +5 629 £37,500 -16.67% 312
Wales +5 321 £41,067 +6.00% 133
North East +13 247 £45,000 +5.88% 130
Northern Ireland +20 145 £48,500 -3.00% 66
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
1 500 (3.39%) SharePoint
2 432 (2.93%) Microsoft Exchange
3 222 (1.50%) Apache
4 216 (1.46%) Apache Spark
5 173 (1.17%) Confluence
6 147 (1.00%) CMS
7 137 (0.93%) IIS
8 121 (0.82%) WordPress
9 51 (0.35%) SAS
10 44 (0.30%) WebLogic
11 34 (0.23%) JBoss
12 32 (0.22%) OpenStack
13 31 (0.21%) nginx
14 28 (0.19%) Red Hat Fuse
15 27 (0.18%) Apache Airflow
15 27 (0.18%) Umbraco
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 (8.85%) Microsoft Office
2 977 (6.62%) Microsoft Excel
3 330 (2.24%) 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 45 (0.30%) Photoshop
9 44 (0.30%) 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
14 21 (0.14%) InDesign
15 18 (0.12%) SOLIDWORKS
16 13 (0.088%) SPSS
17 12 (0.081%) Chatbot
18 10 (0.068%) InVision
19 9 (0.061%) Revit
Business Applications
1 139 (0.94%) Dynamics CRM
2 55 (0.37%) NetSuite
3 54 (0.37%) Shopify
4 47 (0.32%) 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%) Payment Gateway
13 13 (0.088%) SAP Business One
13 13 (0.088%) SAP CX
13 13 (0.088%) Unit4 Business World
14 11 (0.075%) Sage 50
Cloud Services
1 2,568 (17.40%) Azure
2 1,965 (13.31%) AWS
3 1,460 (9.89%) Microsoft 365
4 775 (5.25%) GCP
4 775 (5.25%) Power Platform
5 535 (3.63%) SaaS
6 383 (2.60%) Azure DevOps
7 330 (2.24%) Serverless
8 304 (2.06%) Entra ID
9 283 (1.92%) Cloud Computing
10 260 (1.76%) Dynamics 365
11 237 (1.61%) Amazon S3
12 211 (1.43%) GitHub
13 184 (1.25%) Power Automate
14 182 (1.23%) AWS Lambda
14 182 (1.23%) PowerApps
15 116 (0.79%) IaaS
15 116 (0.79%) Snowflake
16 100 (0.68%) Figma
17 99 (0.67%) Amazon EC2
Communications & Networking
1 835 (5.66%) Firewall
2 445 (3.02%) DNS
3 397 (2.69%) WAN
4 330 (2.24%) LAN
5 312 (2.11%) DHCP
6 309 (2.09%) TCP/IP
7 280 (1.90%) VPN
8 270 (1.83%) Network Security
9 262 (1.78%) Wireless
10 225 (1.52%) Internet
11 193 (1.31%) Wi-Fi
12 157 (1.06%) VoIP
13 136 (0.92%) SAN
14 126 (0.85%) VLAN
15 82 (0.56%) SD-WAN
16 79 (0.54%) Intrusion Detection
17 78 (0.53%) 5G
18 76 (0.51%) SNMP
19 75 (0.51%) Broadband
20 70 (0.47%) IPsec
Database & Business Intelligence
1 914 (6.19%) SQL Server
2 626 (4.24%) Power BI
3 449 (3.04%) MySQL
4 447 (3.03%) Data Warehouse
5 374 (2.53%) BigQuery
6 373 (2.53%) Looker
7 350 (2.37%) Relational Database
8 343 (2.32%) NoSQL
8 343 (2.32%) Tableau
9 257 (1.74%) PostgreSQL
10 239 (1.62%) Big Data
11 226 (1.53%) MongoDB
12 225 (1.52%) Elasticsearch
13 149 (1.01%) Amazon RDS
14 132 (0.89%) SQL Server Integration Services
15 130 (0.88%) SQL Server Reporting Services
16 122 (0.83%) Redis
17 117 (0.79%) RDBMS
18 113 (0.77%) Hadoop
19 105 (0.71%) Data Lake
Development Applications
1 865 (5.86%) Git
2 536 (3.63%) JIRA
3 336 (2.28%) Jenkins
4 182 (1.23%) GitLab
5 117 (0.79%) Visual Studio
6 73 (0.49%) Selenium
7 71 (0.48%) TeamCity
8 61 (0.41%) LabVIEW
9 57 (0.39%) JUnit
10 54 (0.37%) Team Foundation Server
11 50 (0.34%) Bitbucket
12 48 (0.33%) Postman
13 47 (0.32%) Cucumber
13 47 (0.32%) Maven
14 44 (0.30%) IntelliJ
15 39 (0.26%) Octopus Deploy
16 37 (0.25%) Subversion
17 36 (0.24%) JDeveloper
18 35 (0.24%) Cypress.io
19 33 (0.22%) JMeter
General
1 7,657 (51.88%) Social Skills
2 4,800 (32.52%) Analytical Skills
3 3,054 (20.69%) Finance
4 1,497 (10.14%) Inclusion and Diversity
5 1,067 (7.23%) Retail
6 1,005 (6.81%) Law
7 979 (6.63%) Marketing
8 832 (5.64%) Organisational Skills
9 747 (5.06%) Presentation Skills
10 703 (4.76%) Manufacturing
11 699 (4.74%) Legal
12 547 (3.71%) Influencing Skills
13 518 (3.51%) Public Sector
14 409 (2.77%) Banking
15 350 (2.37%) Telecoms
16 245 (1.66%) Electronics
17 240 (1.63%) Billing
18 201 (1.36%) Games
19 195 (1.32%) Aerospace
20 187 (1.27%) Investment Banking
Job Titles
1 2,094 (14.19%) Analyst
2 2,066 (14.00%) Senior
3 1,944 (13.17%) Developer
4 1,159 (7.85%) Lead
5 1,010 (6.84%) Software Engineer
6 816 (5.53%) Architect
7 629 (4.26%) IT Support
8 543 (3.68%) Consultant
9 536 (3.63%) Support Engineer
10 489 (3.31%) Project Manager
11 452 (3.06%) Senior Developer
12 448 (3.04%) IT Engineer
13 430 (2.91%) Business Analyst
14 402 (2.72%) Data Engineer
15 345 (2.34%) Graduate
16 340 (2.30%) Solutions Architect
17 332 (2.25%) Senior Software Engineer
18 329 (2.23%) Support Analyst
19 315 (2.13%) Software Developer
20 313 (2.12%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 934 (6.33%) .NET
2 843 (5.71%) HTML
3 742 (5.03%) CSS
4 710 (4.81%) React
5 434 (2.94%) AngularJS
6 416 (2.82%) Node.js
7 348 (2.36%) RESTful
8 315 (2.13%) Spring
9 308 (2.09%) REST
10 260 (1.76%) Web Services
11 247 (1.67%) ASP.NET
12 235 (1.59%) Vue
13 234 (1.59%) .NET Framework
14 223 (1.51%) JSON
15 211 (1.43%) .NET Core
16 178 (1.21%) XML
17 175 (1.19%) GraphQL
18 162 (1.10%) HTML5
19 152 (1.03%) Kafka
19 152 (1.03%) SOAP
Miscellaneous
1 1,347 (9.13%) Self-Motivation
2 775 (5.25%) Management Information System
3 506 (3.43%) Algorithms
4 486 (3.29%) Product Ownership
5 435 (2.95%) Driving Licence
6 391 (2.65%) Onboarding
7 278 (1.88%) Data Centre
8 272 (1.84%) Data Structures
9 226 (1.53%) Cloud Native
10 218 (1.48%) Analytical Mindset
11 186 (1.26%) Mobile App
12 185 (1.25%) Client/Server
13 182 (1.23%) Enterprise Software
14 169 (1.15%) FMCG
15 158 (1.07%) IoT
16 148 (1.00%) Virtual Team
17 123 (0.83%) Public Cloud
18 120 (0.81%) Cyber Threat
19 115 (0.78%) Greenfield Project
20 114 (0.77%) NHS
Operating Systems
1 2,061 (13.97%) Windows
2 979 (6.63%) Linux
3 699 (4.74%) Windows Server
4 489 (3.31%) Windows 10
5 249 (1.69%) Apple iOS
6 216 (1.46%) Android
7 168 (1.14%) Unix
8 150 (1.02%) Mac OS
9 144 (0.98%) Windows Server 2012
10 135 (0.91%) Windows Server 2019
11 128 (0.87%) Windows Server 2016
12 109 (0.74%) Windows 7
13 55 (0.37%) Data ONTAP
14 45 (0.30%) Ubuntu
15 40 (0.27%) Red Hat Enterprise Linux
16 38 (0.26%) VMS
16 38 (0.26%) Windows Server 2008
17 34 (0.23%) Kali Linux
18 31 (0.21%) AIX
18 31 (0.21%) CentOS
Processes & Methodologies
1 3,111 (21.08%) Agile
2 1,855 (12.57%) Computer Science
3 1,800 (12.20%) Project Management
4 1,787 (12.11%) Customer Service
5 1,772 (12.01%) Mentoring
6 1,725 (11.69%) Software Engineering
7 1,641 (11.12%) Continuous Improvement
8 1,525 (10.33%) Decision-Making
9 1,521 (10.31%) DevOps
10 1,156 (7.83%) Analytics
11 1,136 (7.70%) Coaching
12 1,071 (7.26%) Cybersecurity
13 1,065 (7.22%) ITIL
14 971 (6.58%) CI/CD
15 919 (6.23%) Actionable Insight
16 906 (6.14%) Mathematics
17 903 (6.12%) Collaborative Working
18 868 (5.88%) Data Analysis
19 839 (5.69%) SDLC
20 825 (5.59%) Business Intelligence
Programming Languages
1 2,390 (16.19%) SQL
2 1,841 (12.47%) Python
3 1,260 (8.54%) JavaScript
4 1,242 (8.42%) Java
5 1,162 (7.87%) C#
6 476 (3.23%) PowerShell
7 431 (2.92%) C++
8 421 (2.85%) TypeScript
9 401 (2.72%) C
10 339 (2.30%) PHP
11 315 (2.13%) Bash
12 200 (1.36%) T-SQL
13 199 (1.35%) Scala
14 140 (0.95%) Go
15 136 (0.92%) R
15 136 (0.92%) Ruby
16 120 (0.81%) Perl
17 108 (0.73%) MATLAB
18 85 (0.58%) Shell Script
19 82 (0.56%) VB
Qualifications
1 4,164 (28.22%) Degree
2 1,321 (8.95%) Security Cleared
3 1,049 (7.11%) Computer Science Degree
4 823 (5.58%) SC Cleared
5 504 (3.42%) Master's Degree
6 437 (2.96%) DBS Check
7 382 (2.59%) Microsoft Certification
8 217 (1.47%) Cisco Certification
9 200 (1.36%) DV Cleared
10 193 (1.31%) CISSP
11 167 (1.13%) Azure Certification
12 148 (1.00%) AWS Certification
13 144 (0.98%) CCNA
14 141 (0.96%) PMI Certification
15 138 (0.94%) BPSS Clearance
16 125 (0.85%) HNC
17 123 (0.83%) A+ Certification
18 121 (0.82%) PhD
19 115 (0.78%) Six Sigma Yellow Belt
20 112 (0.76%) ACCA
Quality Assurance & Compliance
1 811 (5.50%) QA
2 588 (3.98%) GDPR
3 497 (3.37%) SLA
4 490 (3.32%) Data Quality
5 281 (1.90%) ISO/IEC 27001
6 236 (1.60%) Accessibility
7 167 (1.13%) Cyber Essentials
8 154 (1.04%) PMO
9 117 (0.79%) NIST
10 111 (0.75%) ISO 9001
11 93 (0.63%) IFRS
12 80 (0.54%) GAAP
13 67 (0.45%) WCAG
14 66 (0.45%) PCI DSS
15 51 (0.35%) ISO/IEC 17025
16 39 (0.26%) NCSC
17 38 (0.26%) Actionable Recommendations
18 37 (0.25%) Sarbanes-Oxley
19 30 (0.20%) SOC 2
20 29 (0.20%) GRC
System Software
1 1,169 (7.92%) Active Directory
2 627 (4.25%) Docker
3 502 (3.40%) VMware Infrastructure
4 316 (2.14%) Hyper-V
5 133 (0.90%) Firmware
6 101 (0.68%) VMware ESXi
7 92 (0.62%) Virtual Machines
8 46 (0.31%) Virtual Desktop
9 43 (0.29%) vSphere
10 42 (0.28%) VMware NSX
11 31 (0.21%) KVM
11 31 (0.21%) Virtual Servers
12 30 (0.20%) Embedded Firmware
13 15 (0.10%) Oracle RAC
14 13 (0.088%) NFS
14 13 (0.088%) Terminal Services
14 13 (0.088%) XenApp
15 8 (0.054%) XenDesktop
16 7 (0.047%) pfSense
17 6 (0.041%) HDFS
Systems Management
1 605 (4.10%) Kubernetes
2 380 (2.57%) Terraform
3 237 (1.61%) Microsoft Intune
4 228 (1.54%) Ansible
5 191 (1.29%) SCCM
6 93 (0.63%) Prometheus
7 92 (0.62%) vCenter Server
8 79 (0.54%) Puppet
9 78 (0.53%) Grafana
10 55 (0.37%) Single Sign-On
11 47 (0.32%) SCOM
12 39 (0.26%) WSUS
13 37 (0.25%) EnCase
14 34 (0.23%) Functional Safety
15 33 (0.22%) Progress Chef
16 32 (0.22%) FortiGate
17 29 (0.20%) OpenSSO
18 26 (0.18%) Failover Clustering
18 26 (0.18%) Jamf Pro
19 24 (0.16%) ZABBIX
Vendors
1 3,449 (23.37%) Microsoft
2 834 (5.65%) Google
3 712 (4.82%) VMware
4 521 (3.53%) Oracle
5 413 (2.80%) SAP
6 349 (2.36%) Cisco
7 273 (1.85%) Salesforce
8 220 (1.49%) Databricks
9 152 (1.03%) ServiceNow
10 144 (0.98%) Adobe
11 143 (0.97%) Apple
12 140 (0.95%) IBM
13 135 (0.91%) Veeam
14 118 (0.80%) Dell
15 117 (0.79%) Palo Alto
16 113 (0.77%) Citrix
17 111 (0.75%) HP
18 109 (0.74%) Juniper
19 103 (0.70%) CA
19 103 (0.70%) Meraki