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

6 months to
18 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 14,811 12,911 23,567
As % of all permanent jobs advertised in the UK 14.83% 13.02% 14.66%
As % of the Processes & Methodologies category 17.40% 13.62% 15.31%
Number of salaries quoted 9,412 6,631 9,874
10th Percentile £26,250 £29,000 £29,750
25th Percentile £33,000 £40,000 £38,000
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 £72,399
90th Percentile £85,000 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £46,375
% change year-on-year -10.00% +7.82% +3.06%

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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
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 £96,250
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 18 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 18 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 12,943 £50,000 -9.09% 5,803
UK excluding London +7 10,950 £45,000 -10.00% 4,414
Work from Home +5 4,779 £54,000 -10.00% 2,095
London +3 3,261 £70,000 - 1,815
South East +5 2,906 £45,000 -14.29% 1,138
North of England +9 2,457 £45,000 - 1,098
Midlands +5 1,809 £42,000 -11.58% 854
South West +7 1,362 £47,500 -5.00% 523
North West +14 1,292 £45,000 -5.26% 592
West Midlands +4 1,148 £42,500 -15.00% 525
East of England +6 1,024 £42,500 -11.46% 538
Scotland -7 927 £45,000 -10.89% 268
Yorkshire +4 909 £43,000 -1.88% 385
East Midlands +9 638 £37,500 -16.67% 330
Wales +5 314 £42,000 +8.40% 128
North East +13 255 £45,000 +5.88% 136
Northern Ireland +19 139 £47,500 -11.63% 51
Isle of Man +1 19 £41,000 +36.67% 4

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
1 495 (3.34%) SharePoint
2 426 (2.88%) Microsoft Exchange
3 226 (1.53%) Apache
4 218 (1.47%) Apache Spark
5 174 (1.17%) Confluence
6 149 (1.01%) CMS
7 129 (0.87%) IIS
8 120 (0.81%) WordPress
9 57 (0.38%) SAS
10 42 (0.28%) WebLogic
11 32 (0.22%) Apache Airflow
11 32 (0.22%) OpenStack
12 30 (0.20%) nginx
13 29 (0.20%) Umbraco
14 25 (0.17%) OpenEdge
15 19 (0.13%) Drupal
16 18 (0.12%) FileNet
16 18 (0.12%) JBoss
17 17 (0.11%) Cloud Foundry
18 16 (0.11%) Jupyter
Applications
1 1,289 (8.70%) Microsoft Office
2 983 (6.64%) Microsoft Excel
3 327 (2.21%) Microsoft PowerPoint
4 79 (0.53%) Spreadsheet
5 71 (0.48%) Sketch
6 68 (0.46%) Microsoft Project
7 59 (0.40%) MS Visio
8 45 (0.30%) AutoCAD
9 43 (0.29%) Photoshop
10 42 (0.28%) 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 18 (0.12%) SOLIDWORKS
15 17 (0.11%) InDesign
16 15 (0.10%) SPSS
17 12 (0.081%) Chatbot
18 10 (0.068%) InVision
18 10 (0.068%) Revit
Business Applications
1 138 (0.93%) Dynamics CRM
2 55 (0.37%) NetSuite
3 54 (0.36%) Shopify
4 51 (0.34%) 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
13 15 (0.10%) SDL Web 8
14 14 (0.095%) Payment Gateway
14 14 (0.095%) Teamcenter
15 13 (0.088%) Infor SunSystems
15 13 (0.088%) SAP Business One
15 13 (0.088%) SAP CX
15 13 (0.088%) Unit4 Business World
16 11 (0.074%) Sage 50
Cloud Services
1 2,566 (17.32%) Azure
2 2,021 (13.65%) AWS
3 1,458 (9.84%) Microsoft 365
4 779 (5.26%) Power Platform
5 776 (5.24%) GCP
6 526 (3.55%) SaaS
7 388 (2.62%) Azure DevOps
8 319 (2.15%) Serverless
9 304 (2.05%) Entra ID
10 286 (1.93%) Cloud Computing
11 264 (1.78%) Dynamics 365
12 241 (1.63%) Amazon S3
13 217 (1.47%) GitHub
14 189 (1.28%) AWS Lambda
15 185 (1.25%) Power Automate
15 185 (1.25%) PowerApps
16 118 (0.80%) Snowflake
17 116 (0.78%) IaaS
18 103 (0.70%) Amazon EC2
19 99 (0.67%) Figma
Communications & Networking
1 835 (5.64%) Firewall
2 442 (2.98%) DNS
3 381 (2.57%) WAN
4 321 (2.17%) LAN
5 310 (2.09%) DHCP
6 308 (2.08%) TCP/IP
7 275 (1.86%) VPN
8 266 (1.80%) Network Security
9 256 (1.73%) Wireless
10 223 (1.51%) Internet
11 195 (1.32%) Wi-Fi
12 155 (1.05%) VoIP
13 132 (0.89%) SAN
14 125 (0.84%) VLAN
15 85 (0.57%) SD-WAN
16 78 (0.53%) 5G
17 77 (0.52%) Intrusion Detection
18 75 (0.51%) SNMP
19 72 (0.49%) Broadband
20 70 (0.47%) IPsec
Database & Business Intelligence
1 908 (6.13%) SQL Server
2 626 (4.23%) Power BI
3 447 (3.02%) Data Warehouse
3 447 (3.02%) MySQL
4 375 (2.53%) BigQuery
5 374 (2.53%) Tableau
6 373 (2.52%) Looker
7 354 (2.39%) Relational Database
8 349 (2.36%) NoSQL
9 259 (1.75%) PostgreSQL
10 240 (1.62%) Big Data
11 226 (1.53%) MongoDB
12 222 (1.50%) Elasticsearch
13 159 (1.07%) Amazon RDS
14 130 (0.88%) SQL Server Integration Services
15 127 (0.86%) Redis
16 124 (0.84%) SQL Server Reporting Services
17 114 (0.77%) RDBMS
18 111 (0.75%) Hadoop
19 104 (0.70%) Data Lake
Development Applications
1 892 (6.02%) Git
2 542 (3.66%) JIRA
3 348 (2.35%) Jenkins
4 203 (1.37%) GitLab
5 123 (0.83%) Visual Studio
6 72 (0.49%) TeamCity
7 71 (0.48%) Selenium
8 60 (0.41%) LabVIEW
9 57 (0.38%) JUnit
10 54 (0.36%) Team Foundation Server
11 51 (0.34%) Postman
12 48 (0.32%) Bitbucket
12 48 (0.32%) Maven
13 46 (0.31%) Cucumber
14 41 (0.28%) Octopus Deploy
15 37 (0.25%) Subversion
16 36 (0.24%) JDeveloper
17 33 (0.22%) JMeter
18 32 (0.22%) Cypress.io
18 32 (0.22%) SpecFlow
General
1 7,724 (52.15%) Social Skills
2 4,846 (32.72%) Analytical Skills
3 3,066 (20.70%) Finance
4 1,503 (10.15%) Inclusion and Diversity
5 1,116 (7.53%) Retail
6 1,004 (6.78%) Law
7 990 (6.68%) Marketing
8 843 (5.69%) Organisational Skills
9 810 (5.47%) Presentation Skills
10 702 (4.74%) Manufacturing
11 699 (4.72%) Legal
12 550 (3.71%) Influencing Skills
13 493 (3.33%) Public Sector
14 416 (2.81%) Banking
15 343 (2.32%) Telecoms
16 245 (1.65%) Electronics
17 236 (1.59%) Billing
18 207 (1.40%) Aerospace
19 196 (1.32%) Games
20 187 (1.26%) Investment Banking
Job Titles
1 2,117 (14.29%) Analyst
2 2,116 (14.29%) Senior
3 1,966 (13.27%) Developer
4 1,172 (7.91%) Lead
5 989 (6.68%) Software Engineer
6 794 (5.36%) Architect
7 632 (4.27%) IT Support
8 551 (3.72%) Consultant
9 535 (3.61%) Support Engineer
10 478 (3.23%) Project Manager
11 457 (3.09%) Senior Developer
12 453 (3.06%) IT Engineer
13 420 (2.84%) Business Analyst
14 400 (2.70%) Data Engineer
15 329 (2.22%) Graduate
16 326 (2.20%) Senior Software Engineer
17 325 (2.19%) Support Analyst
18 323 (2.18%) Software Developer
19 316 (2.13%) Solutions Architect
20 312 (2.11%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 964 (6.51%) .NET
2 853 (5.76%) HTML
3 747 (5.04%) CSS
4 681 (4.60%) React
5 418 (2.82%) AngularJS
6 411 (2.77%) Node.js
7 340 (2.30%) RESTful
8 295 (1.99%) REST
9 278 (1.88%) Spring
10 252 (1.70%) ASP.NET
10 252 (1.70%) Web Services
11 240 (1.62%) .NET Framework
12 239 (1.61%) Vue
13 211 (1.42%) .NET Core
14 203 (1.37%) JSON
15 181 (1.22%) GraphQL
16 168 (1.13%) XML
17 162 (1.09%) HTML5
18 152 (1.03%) jQuery
19 150 (1.01%) Kafka
Miscellaneous
1 1,350 (9.11%) Self-Motivation
2 778 (5.25%) Management Information System
3 512 (3.46%) Algorithms
4 490 (3.31%) Product Ownership
5 410 (2.77%) Driving Licence
6 404 (2.73%) Onboarding
7 282 (1.90%) Data Structures
8 279 (1.88%) Data Centre
9 227 (1.53%) Cloud Native
10 218 (1.47%) Analytical Mindset
11 190 (1.28%) Mobile App
12 187 (1.26%) Client/Server
13 185 (1.25%) Enterprise Software
14 170 (1.15%) FMCG
15 160 (1.08%) IoT
16 159 (1.07%) Virtual Team
17 120 (0.81%) Cyber Threat
18 118 (0.80%) Public Cloud
19 113 (0.76%) Greenfield Project
19 113 (0.76%) NHS
Operating Systems
1 2,064 (13.94%) Windows
2 997 (6.73%) Linux
3 692 (4.67%) Windows Server
4 486 (3.28%) Windows 10
5 250 (1.69%) Apple iOS
6 219 (1.48%) Android
7 170 (1.15%) Unix
8 145 (0.98%) Mac OS
9 141 (0.95%) Windows Server 2012
10 135 (0.91%) Windows Server 2019
11 128 (0.86%) Windows Server 2016
12 108 (0.73%) Windows 7
13 55 (0.37%) Data ONTAP
14 44 (0.30%) Ubuntu
15 38 (0.26%) VMS
16 37 (0.25%) Red Hat Enterprise Linux
17 36 (0.24%) Kali Linux
17 36 (0.24%) Windows Server 2008
18 33 (0.22%) Embedded Linux
19 31 (0.21%) CentOS
Processes & Methodologies
1 3,126 (21.11%) Agile
2 1,887 (12.74%) Computer Science
3 1,797 (12.13%) Customer Service
4 1,794 (12.11%) Project Management
5 1,765 (11.92%) Mentoring
6 1,710 (11.55%) Software Engineering
7 1,661 (11.21%) Continuous Improvement
8 1,548 (10.45%) DevOps
9 1,539 (10.39%) Decision-Making
10 1,175 (7.93%) Analytics
11 1,124 (7.59%) Coaching
12 1,063 (7.18%) ITIL
13 1,061 (7.16%) Cybersecurity
14 1,002 (6.77%) CI/CD
15 962 (6.50%) Mathematics
16 914 (6.17%) Data Analysis
17 902 (6.09%) Collaborative Working
18 885 (5.98%) Actionable Insight
19 834 (5.63%) SDLC
20 820 (5.54%) Business Intelligence
Programming Languages
1 2,458 (16.60%) SQL
2 1,881 (12.70%) Python
3 1,267 (8.55%) JavaScript
4 1,206 (8.14%) Java
5 1,158 (7.82%) C#
6 478 (3.23%) PowerShell
7 443 (2.99%) C++
8 420 (2.84%) TypeScript
9 405 (2.73%) C
10 340 (2.30%) PHP
11 319 (2.15%) Bash
12 202 (1.36%) T-SQL
13 198 (1.34%) Scala
14 142 (0.96%) Go
15 140 (0.95%) R
16 119 (0.80%) Perl
17 114 (0.77%) Ruby
18 113 (0.76%) MATLAB
19 86 (0.58%) Shell Script
20 80 (0.54%) VB
Qualifications
1 4,236 (28.60%) Degree
2 1,255 (8.47%) Security Cleared
3 1,069 (7.22%) Computer Science Degree
4 778 (5.25%) SC Cleared
5 487 (3.29%) Master's Degree
6 486 (3.28%) DBS Check
7 391 (2.64%) Microsoft Certification
8 217 (1.47%) Cisco Certification
9 197 (1.33%) CISSP
10 196 (1.32%) DV Cleared
11 169 (1.14%) Azure Certification
12 148 (1.00%) AWS Certification
13 146 (0.99%) PMI Certification
14 143 (0.97%) CCNA
15 141 (0.95%) BPSS Clearance
16 131 (0.88%) HNC
17 126 (0.85%) A+ Certification
18 122 (0.82%) PhD
19 117 (0.79%) ACCA
20 115 (0.78%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 818 (5.52%) QA
2 593 (4.00%) GDPR
3 501 (3.38%) Data Quality
4 492 (3.32%) SLA
5 274 (1.85%) ISO/IEC 27001
6 221 (1.49%) Accessibility
7 158 (1.07%) Cyber Essentials
8 149 (1.01%) PMO
9 117 (0.79%) NIST
10 102 (0.69%) ISO 9001
11 95 (0.64%) IFRS
12 81 (0.55%) GAAP
13 69 (0.47%) PCI DSS
14 66 (0.45%) WCAG
15 41 (0.28%) ISO/IEC 17025
16 39 (0.26%) Actionable Recommendations
17 37 (0.25%) NCSC
18 35 (0.24%) Sarbanes-Oxley
19 30 (0.20%) SOC 2
20 29 (0.20%) GRC
System Software
1 1,164 (7.86%) Active Directory
2 630 (4.25%) Docker
3 489 (3.30%) VMware Infrastructure
4 313 (2.11%) Hyper-V
5 134 (0.90%) Firmware
6 100 (0.68%) VMware ESXi
7 94 (0.63%) Virtual Machines
8 50 (0.34%) Virtual Desktop
9 42 (0.28%) vSphere
10 34 (0.23%) VMware NSX
11 31 (0.21%) KVM
11 31 (0.21%) Virtual Servers
12 30 (0.20%) Embedded Firmware
13 14 (0.095%) 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
1 609 (4.11%) Kubernetes
2 391 (2.64%) Terraform
3 239 (1.61%) Ansible
4 235 (1.59%) Microsoft Intune
5 188 (1.27%) SCCM
6 101 (0.68%) Prometheus
7 91 (0.61%) vCenter Server
8 84 (0.57%) Grafana
9 82 (0.55%) Puppet
10 51 (0.34%) Single Sign-On
11 45 (0.30%) 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%) EnCase
16 26 (0.18%) Jamf Pro
16 26 (0.18%) OpenSSO
17 24 (0.16%) Failover Clustering
17 24 (0.16%) ZABBIX
Vendors
1 3,470 (23.43%) Microsoft
2 837 (5.65%) Google
3 689 (4.65%) VMware
4 527 (3.56%) Oracle
5 417 (2.82%) SAP
6 346 (2.34%) Cisco
7 281 (1.90%) Salesforce
8 255 (1.72%) Databricks
9 157 (1.06%) ServiceNow
10 140 (0.95%) Apple
11 139 (0.94%) IBM
12 136 (0.92%) Adobe
13 132 (0.89%) Veeam
14 118 (0.80%) Dell
15 115 (0.78%) Palo Alto
16 113 (0.76%) Citrix
17 107 (0.72%) HP
18 106 (0.72%) Juniper
19 105 (0.71%) CA
20 103 (0.70%) Meraki