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

6 months to
9 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 14,799 13,325 22,572
As % of all permanent jobs advertised in the UK 14.93% 13.15% 14.39%
As % of the Processes & Methodologies category 17.45% 13.75% 15.04%
Number of salaries quoted 9,449 6,754 9,704
10th Percentile £26,250 £29,750 £29,750
25th Percentile £33,250 £40,000 £38,000
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +10.00%
75th Percentile £67,500 £76,250 £72,399
90th Percentile £85,000 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £46,500
% change year-on-year -10.00% +7.53% +3.33%

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 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
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 £96,550
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 9 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 9 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 12,923 £50,000 -9.09% 5,382
UK excluding London +6 10,964 £45,000 -10.00% 4,092
Work from Home +5 4,757 £54,500 -9.17% 1,949
London +3 3,241 £70,000 - 1,536
South East +5 2,899 £45,000 -14.29% 939
North of England +9 2,466 £45,000 - 1,061
Midlands +5 1,809 £42,000 -12.50% 787
South West +7 1,355 £47,500 -5.00% 514
North West +10 1,300 £45,000 -5.26% 599
West Midlands +6 1,156 £42,500 -15.00% 475
East of England +5 1,027 £42,500 -10.53% 515
Scotland -9 937 £45,543 -10.25% 259
Yorkshire +5 914 £43,000 -2.27% 344
East Midlands +4 631 £37,500 -16.67% 313
Wales +5 317 £41,067 +6.00% 125
North East +13 251 £45,000 +5.88% 131
Northern Ireland +19 140 £48,500 -3.00% 57
Isle of Man +2 20 £45,000 +50.00% 7

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 (3.40%) SharePoint
2 435 (2.94%) Microsoft Exchange
3 226 (1.53%) Apache
4 217 (1.47%) Apache Spark
5 175 (1.18%) Confluence
6 147 (0.99%) CMS
7 136 (0.92%) IIS
8 120 (0.81%) WordPress
9 55 (0.37%) SAS
10 42 (0.28%) WebLogic
11 32 (0.22%) OpenStack
12 31 (0.21%) Apache Airflow
12 31 (0.21%) nginx
13 28 (0.19%) 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 15 (0.10%) Jupyter
Applications
1 1,309 (8.85%) Microsoft Office
2 983 (6.64%) Microsoft Excel
3 333 (2.25%) Microsoft PowerPoint
4 80 (0.54%) Spreadsheet
5 72 (0.49%) Sketch
6 68 (0.46%) Microsoft Project
7 61 (0.41%) MS Visio
8 45 (0.30%) AutoCAD
9 44 (0.30%) Photoshop
10 39 (0.26%) 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 19 (0.13%) InDesign
15 18 (0.12%) SOLIDWORKS
16 14 (0.095%) SPSS
17 12 (0.081%) Chatbot
18 10 (0.068%) InVision
18 10 (0.068%) Revit
Business Applications
1 139 (0.94%) Dynamics CRM
2 55 (0.37%) NetSuite
3 54 (0.36%) Shopify
4 49 (0.33%) SAP S/4HANA
5 40 (0.27%) Magento
5 40 (0.27%) Siebel CRM
6 22 (0.15%) Dynamics NAV
7 20 (0.14%) SAP ERP
8 19 (0.13%) Oracle Applications
9 17 (0.11%) Endur
9 17 (0.11%) iTrent
9 17 (0.11%) Salesforce CRM
10 14 (0.095%) Payment Gateway
10 14 (0.095%) SDL Web 8
10 14 (0.095%) Teamcenter
11 13 (0.088%) Infor SunSystems
11 13 (0.088%) SAP Business One
11 13 (0.088%) SAP CX
11 13 (0.088%) Unit4 Business World
12 11 (0.074%) Sage 50
Cloud Services
1 2,568 (17.35%) Azure
2 1,988 (13.43%) AWS
3 1,465 (9.90%) Microsoft 365
4 778 (5.26%) GCP
5 774 (5.23%) Power Platform
6 535 (3.62%) SaaS
7 384 (2.59%) Azure DevOps
8 308 (2.08%) Serverless
9 306 (2.07%) Entra ID
10 287 (1.94%) Cloud Computing
11 265 (1.79%) Dynamics 365
12 240 (1.62%) Amazon S3
13 211 (1.43%) GitHub
14 184 (1.24%) Power Automate
15 182 (1.23%) AWS Lambda
15 182 (1.23%) PowerApps
16 120 (0.81%) Snowflake
17 117 (0.79%) IaaS
18 102 (0.69%) Amazon EC2
19 100 (0.68%) Figma
Communications & Networking
1 839 (5.67%) Firewall
2 447 (3.02%) DNS
3 399 (2.70%) WAN
4 330 (2.23%) LAN
5 313 (2.12%) DHCP
6 310 (2.09%) TCP/IP
7 279 (1.89%) VPN
8 271 (1.83%) Network Security
9 261 (1.76%) Wireless
10 225 (1.52%) Internet
11 193 (1.30%) Wi-Fi
12 157 (1.06%) VoIP
13 135 (0.91%) SAN
14 127 (0.86%) VLAN
15 84 (0.57%) SD-WAN
16 79 (0.53%) Intrusion Detection
17 78 (0.53%) 5G
18 77 (0.52%) SNMP
19 74 (0.50%) Broadband
20 70 (0.47%) IPsec
Database & Business Intelligence
1 911 (6.16%) SQL Server
2 624 (4.22%) Power BI
3 450 (3.04%) MySQL
4 448 (3.03%) Data Warehouse
5 375 (2.53%) BigQuery
6 373 (2.52%) Looker
7 357 (2.41%) Tableau
8 348 (2.35%) Relational Database
9 344 (2.32%) NoSQL
10 259 (1.75%) PostgreSQL
11 242 (1.64%) Big Data
12 226 (1.53%) MongoDB
13 225 (1.52%) Elasticsearch
14 149 (1.01%) Amazon RDS
15 131 (0.89%) SQL Server Integration Services
16 128 (0.86%) SQL Server Reporting Services
17 124 (0.84%) Redis
18 116 (0.78%) RDBMS
19 112 (0.76%) Hadoop
20 105 (0.71%) Data Lake
Development Applications
1 863 (5.83%) Git
2 540 (3.65%) JIRA
3 342 (2.31%) Jenkins
4 188 (1.27%) GitLab
5 119 (0.80%) Visual Studio
6 72 (0.49%) Selenium
7 71 (0.48%) TeamCity
8 61 (0.41%) LabVIEW
9 57 (0.39%) JUnit
10 54 (0.36%) Team Foundation Server
11 51 (0.34%) Bitbucket
12 50 (0.34%) Postman
13 47 (0.32%) Cucumber
13 47 (0.32%) Maven
14 39 (0.26%) Octopus Deploy
15 37 (0.25%) Subversion
16 36 (0.24%) JDeveloper
17 34 (0.23%) Cypress.io
18 33 (0.22%) JMeter
19 31 (0.21%) Metasploit
General
1 7,689 (51.96%) Social Skills
2 4,831 (32.64%) Analytical Skills
3 3,065 (20.71%) Finance
4 1,496 (10.11%) Inclusion and Diversity
5 1,089 (7.36%) Retail
6 1,009 (6.82%) Law
7 978 (6.61%) Marketing
8 837 (5.66%) Organisational Skills
9 768 (5.19%) Presentation Skills
10 705 (4.76%) Manufacturing
11 703 (4.75%) Legal
12 549 (3.71%) Influencing Skills
13 506 (3.42%) Public Sector
14 408 (2.76%) Banking
15 350 (2.37%) Telecoms
16 247 (1.67%) Electronics
17 239 (1.61%) Billing
18 200 (1.35%) Aerospace
18 200 (1.35%) Games
19 187 (1.26%) Investment Banking
Job Titles
1 2,117 (14.31%) Analyst
2 2,076 (14.03%) Senior
3 1,950 (13.18%) Developer
4 1,160 (7.84%) Lead
5 975 (6.59%) Software Engineer
6 806 (5.45%) Architect
7 632 (4.27%) IT Support
8 546 (3.69%) Consultant
9 535 (3.62%) Support Engineer
10 490 (3.31%) Project Manager
11 452 (3.05%) Senior Developer
12 448 (3.03%) IT Engineer
13 433 (2.93%) Business Analyst
14 401 (2.71%) Data Engineer
15 346 (2.34%) Graduate
16 331 (2.24%) Support Analyst
17 330 (2.23%) Solutions Architect
18 318 (2.15%) Senior Software Engineer
18 318 (2.15%) Software Developer
19 314 (2.12%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 941 (6.36%) .NET
2 842 (5.69%) HTML
3 741 (5.01%) CSS
4 687 (4.64%) React
5 415 (2.80%) AngularJS
6 413 (2.79%) Node.js
7 332 (2.24%) RESTful
8 295 (1.99%) REST
9 276 (1.86%) Spring
10 247 (1.67%) ASP.NET
11 246 (1.66%) Web Services
12 235 (1.59%) Vue
13 234 (1.58%) .NET Framework
14 211 (1.43%) .NET Core
15 210 (1.42%) JSON
16 174 (1.18%) GraphQL
17 165 (1.11%) XML
18 162 (1.09%) HTML5
19 154 (1.04%) Kafka
20 150 (1.01%) Spring Boot
Miscellaneous
1 1,353 (9.14%) Self-Motivation
2 777 (5.25%) Management Information System
3 507 (3.43%) Algorithms
4 492 (3.32%) Product Ownership
5 436 (2.95%) Driving Licence
6 406 (2.74%) Onboarding
7 280 (1.89%) Data Centre
8 273 (1.84%) Data Structures
9 226 (1.53%) Cloud Native
10 218 (1.47%) Analytical Mindset
11 187 (1.26%) Client/Server
12 186 (1.26%) Mobile App
13 183 (1.24%) Enterprise Software
14 170 (1.15%) FMCG
15 157 (1.06%) IoT
16 149 (1.01%) Virtual Team
17 124 (0.84%) Public Cloud
18 119 (0.80%) Cyber Threat
19 116 (0.78%) Greenfield Project
20 114 (0.77%) NHS
Operating Systems
1 2,062 (13.93%) Windows
2 989 (6.68%) Linux
3 697 (4.71%) Windows Server
4 491 (3.32%) Windows 10
5 250 (1.69%) Apple iOS
6 217 (1.47%) Android
7 173 (1.17%) Unix
8 150 (1.01%) Mac OS
9 144 (0.97%) Windows Server 2012
10 136 (0.92%) Windows Server 2019
11 129 (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
17 37 (0.25%) Windows Server 2008
18 35 (0.24%) Kali Linux
19 32 (0.22%) CentOS
19 32 (0.22%) Embedded Linux
Processes & Methodologies
1 3,112 (21.03%) Agile
2 1,868 (12.62%) Computer Science
3 1,806 (12.20%) Project Management
4 1,797 (12.14%) Customer Service
5 1,754 (11.85%) Mentoring
6 1,693 (11.44%) Software Engineering
7 1,655 (11.18%) Continuous Improvement
8 1,530 (10.34%) Decision-Making
8 1,530 (10.34%) DevOps
9 1,162 (7.85%) Analytics
10 1,126 (7.61%) Coaching
11 1,080 (7.30%) Cybersecurity
12 1,067 (7.21%) ITIL
13 980 (6.62%) CI/CD
14 933 (6.30%) Mathematics
15 897 (6.06%) Collaborative Working
16 889 (6.01%) Data Analysis
17 882 (5.96%) Actionable Insight
18 834 (5.64%) SDLC
19 826 (5.58%) Roadmaps
Programming Languages
1 2,418 (16.34%) SQL
2 1,843 (12.45%) Python
3 1,257 (8.49%) JavaScript
4 1,206 (8.15%) Java
5 1,149 (7.76%) C#
6 480 (3.24%) PowerShell
7 439 (2.97%) C++
8 422 (2.85%) TypeScript
9 405 (2.74%) C
10 340 (2.30%) PHP
11 320 (2.16%) Bash
12 199 (1.34%) Scala
12 199 (1.34%) T-SQL
13 139 (0.94%) Go
13 139 (0.94%) R
14 121 (0.82%) Perl
15 117 (0.79%) Ruby
16 110 (0.74%) MATLAB
17 85 (0.57%) Shell Script
18 81 (0.55%) VB
Qualifications
1 4,205 (28.41%) Degree
2 1,294 (8.74%) Security Cleared
3 1,060 (7.16%) Computer Science Degree
4 794 (5.37%) SC Cleared
5 506 (3.42%) Master's Degree
6 452 (3.05%) DBS Check
7 386 (2.61%) Microsoft Certification
8 219 (1.48%) Cisco Certification
9 203 (1.37%) DV Cleared
10 195 (1.32%) CISSP
11 169 (1.14%) Azure Certification
12 150 (1.01%) AWS Certification
13 144 (0.97%) CCNA
14 141 (0.95%) PMI Certification
15 137 (0.93%) BPSS Clearance
16 132 (0.89%) HNC
17 124 (0.84%) A+ Certification
18 123 (0.83%) PhD
19 115 (0.78%) Six Sigma Yellow Belt
20 114 (0.77%) ACCA
Quality Assurance & Compliance
1 813 (5.49%) QA
2 591 (3.99%) GDPR
3 496 (3.35%) SLA
4 495 (3.34%) Data Quality
5 285 (1.93%) ISO/IEC 27001
6 235 (1.59%) Accessibility
7 169 (1.14%) Cyber Essentials
8 154 (1.04%) PMO
9 118 (0.80%) NIST
10 112 (0.76%) ISO 9001
11 94 (0.64%) IFRS
12 80 (0.54%) GAAP
13 68 (0.46%) PCI DSS
14 67 (0.45%) WCAG
15 51 (0.34%) 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 1,171 (7.91%) Active Directory
2 631 (4.26%) Docker
3 504 (3.41%) VMware Infrastructure
4 316 (2.14%) Hyper-V
5 133 (0.90%) Firmware
6 101 (0.68%) VMware ESXi
7 93 (0.63%) Virtual Machines
8 47 (0.32%) Virtual Desktop
9 42 (0.28%) VMware NSX
9 42 (0.28%) vSphere
10 31 (0.21%) KVM
10 31 (0.21%) Virtual Servers
11 30 (0.20%) Embedded Firmware
12 15 (0.10%) Oracle RAC
13 13 (0.088%) NFS
13 13 (0.088%) Terminal Services
13 13 (0.088%) XenApp
14 8 (0.054%) XenDesktop
15 7 (0.047%) pfSense
16 6 (0.041%) HDFS
Systems Management
1 610 (4.12%) Kubernetes
2 388 (2.62%) Terraform
3 238 (1.61%) Microsoft Intune
4 232 (1.57%) Ansible
5 193 (1.30%) SCCM
6 101 (0.68%) Prometheus
7 92 (0.62%) vCenter Server
8 86 (0.58%) Grafana
9 81 (0.55%) Puppet
10 53 (0.36%) Single Sign-On
11 47 (0.32%) SCOM
12 39 (0.26%) WSUS
13 37 (0.25%) EnCase
14 34 (0.23%) Functional Safety
14 34 (0.23%) Progress Chef
15 31 (0.21%) FortiGate
16 27 (0.18%) OpenSSO
17 26 (0.18%) Failover Clustering
17 26 (0.18%) Jamf Pro
18 24 (0.16%) ZABBIX
Vendors
1 3,470 (23.45%) Microsoft
2 837 (5.66%) Google
3 712 (4.81%) VMware
4 524 (3.54%) Oracle
5 418 (2.82%) SAP
6 350 (2.37%) Cisco
7 274 (1.85%) Salesforce
8 235 (1.59%) Databricks
9 154 (1.04%) ServiceNow
10 143 (0.97%) Apple
11 140 (0.95%) Adobe
11 140 (0.95%) IBM
12 134 (0.91%) Veeam
13 118 (0.80%) Dell
14 116 (0.78%) Palo Alto
15 114 (0.77%) Citrix
16 111 (0.75%) HP
17 109 (0.74%) Juniper
18 104 (0.70%) CA
18 104 (0.70%) Meraki