Use Cases
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Use Case skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Use Case over the 6 months to 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 288 262 212
Rank change year-on-year -26 -50 +136
Permanent jobs citing Use Case 1,020 1,438 3,086
As % of all permanent jobs advertised in the UK 1.03% 1.42% 1.96%
As % of the Processes & Methodologies category 1.20% 1.49% 2.05%
Number of salaries quoted 527 727 1,082
10th Percentile £31,500 £45,000 £42,500
25th Percentile £42,500 £52,500 £52,000
Median annual salary (50th Percentile) £57,500 £65,000 £67,500
Median % change year-on-year -11.54% -3.70% +8.00%
75th Percentile £77,794 £77,715 £87,500
90th Percentile £96,923 £97,500 £105,000
UK excluding London median annual salary £50,000 £60,000 £55,000
% change year-on-year -16.67% +9.09% +12.47%

All Process and Methodology Skills
UK

Use Case 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 84,917 96,578 150,488
As % of all permanent jobs advertised in the UK 85.59% 95.61% 95.67%
Number of salaries quoted 59,883 56,844 82,330
10th Percentile £29,008 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,190 £60,000
Median % change year-on-year -10.12% +1.98% +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%

Use Case
Job Vacancy Trend

Job postings citing Use Case as a proportion of all IT jobs advertised.

Job vacancy trend for Use Case in the UK

Use Case
Salary Trend

3-month moving average salary quoted in jobs citing Use Case.

Salary trend for Use Case in the UK

Use Case
Salary Histogram

Salary distribution for jobs citing Use Case over the 6 months to 10 May 2024.

Salary histogram for Use Case in the UK

Use Case
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Use Case within the UK over the 6 months to 10 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 -46 820 £56,250 -13.46% 232
UK excluding London -44 591 £50,000 -16.67% 110
Work from Home -26 437 £59,526 -12.46% 101
London -10 357 £75,000 +8.00% 115
South East -51 147 £52,500 -12.50% 32
Scotland +48 145 £62,947 -9.36% 2
South West +49 141 £50,000 -27.18% 15
North of England -1 108 £50,000 -16.67% 22
North West +8 60 £47,500 -29.10% 13
Yorkshire +20 31 £62,500 -3.85% 7
West Midlands -75 29 £47,500 -11.21% 17
Midlands -100 29 £47,500 -11.21% 21
East of England -62 20 £59,000 -9.23% 21
North East +2 17 £40,000 -27.27% 2
Wales +4 1 £37,500 -16.04% 2

Use Case
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
1 106 (10.39%) Confluence
2 30 (2.94%) Apache
3 16 (1.57%) Apache Spark
4 13 (1.27%) SharePoint
5 9 (0.88%) nginx
6 6 (0.59%) Mendix
7 5 (0.49%) CMS
7 5 (0.49%) K2 blackpearl
8 4 (0.39%) Apache Airflow
8 4 (0.39%) ArcGIS
8 4 (0.39%) SAS
9 3 (0.29%) BizTalk Server
9 3 (0.29%) OpenZeppelin
10 2 (0.20%) Luigi
11 1 (0.098%) Drupal
Applications
1 19 (1.86%) Microsoft Office
2 14 (1.37%) Microsoft Excel
3 13 (1.27%) MS Visio
4 10 (0.98%) Microsoft PowerPoint
5 6 (0.59%) Trello
6 4 (0.39%) SPSS
7 2 (0.20%) Maya
7 2 (0.20%) MotionBuilder
8 1 (0.098%) Chatbot
Business Applications
1 12 (1.18%) Endur
2 11 (1.08%) Dynamics CRM
3 10 (0.98%) SAP S/4HANA
4 7 (0.69%) Aladdin
4 7 (0.69%) thinkFolio
5 6 (0.59%) SAP CO
5 6 (0.59%) SAP FI
5 6 (0.59%) SAP FI/CO
6 5 (0.49%) SAP FSCM
6 5 (0.49%) Teamcenter
7 4 (0.39%) Oracle Procure-to-Pay
7 4 (0.39%) Salesforce CRM
8 3 (0.29%) SAP Business One
9 2 (0.20%) SAP HCM
9 2 (0.20%) SAP HR
9 2 (0.20%) Workday HCM
10 1 (0.098%) Data Workbench
10 1 (0.098%) Oracle ERP
10 1 (0.098%) SAP CRM
10 1 (0.098%) SAP IBP
Cloud Services
1 154 (15.10%) Azure
2 97 (9.51%) AWS
3 68 (6.67%) Power Platform
4 48 (4.71%) GitHub
5 42 (4.12%) SaaS
6 40 (3.92%) GCP
7 30 (2.94%) Microsoft 365
8 29 (2.84%) Azure DevOps
9 28 (2.75%) PaaS
9 28 (2.75%) Power Automate
9 28 (2.75%) PowerApps
10 24 (2.35%) Azure Synapse Analytics
10 24 (2.35%) Dynamics 365
11 21 (2.06%) Azure Data Factory
12 17 (1.67%) Azure Monitor
13 15 (1.47%) Serverless
14 13 (1.27%) Adobe Creative Cloud
14 13 (1.27%) Azure Functions
14 13 (1.27%) Azure Logic Apps
14 13 (1.27%) IaaS
Communications & Networking
1 184 (18.04%) Broadband
2 65 (6.37%) Kerberos
3 30 (2.94%) Firewall
4 12 (1.18%) Network Security
4 12 (1.18%) TCP/IP
5 11 (1.08%) Internet
6 7 (0.69%) LAN
6 7 (0.69%) SAN
6 7 (0.69%) SD-WAN
6 7 (0.69%) Unified Communications
6 7 (0.69%) WAN
7 6 (0.59%) Intrusion Detection
8 3 (0.29%) IPFS
8 3 (0.29%) MQTT
9 2 (0.20%) HTTP
9 2 (0.20%) VPN
10 1 (0.098%) Software-Defined Radio
10 1 (0.098%) Wireless
Database & Business Intelligence
1 91 (8.92%) Metadata
2 36 (3.53%) Power BI
3 30 (2.94%) Big Data
4 27 (2.65%) MySQL
5 25 (2.45%) Data Warehouse
6 23 (2.25%) PostgreSQL
7 22 (2.16%) Relational Database
8 21 (2.06%) SQL Server
9 17 (1.67%) Tableau
10 14 (1.37%) Data Lake
11 11 (1.08%) Redis
12 9 (0.88%) DTS
13 8 (0.78%) MongoDB
13 8 (0.78%) NoSQL
14 6 (0.59%) MariaDB
14 6 (0.59%) Snowflake Schema
14 6 (0.59%) Star Schema
15 5 (0.49%) Apache Hive
15 5 (0.49%) BigQuery
15 5 (0.49%) Data Mining
Development Applications
1 182 (17.84%) Git
2 166 (16.27%) Bitbucket
3 143 (14.02%) JIRA
4 93 (9.12%) Visual Studio
5 88 (8.63%) Jenkins
6 65 (6.37%) Artifactory
7 59 (5.78%) Sourcetree
8 14 (1.37%) PHPUnit
9 10 (0.98%) Subversion
10 5 (0.49%) webpack
11 4 (0.39%) GitLab
12 3 (0.29%) Hardhat
13 2 (0.20%) JUnit
13 2 (0.20%) Phabricator
General
1 331 (32.45%) Marketing
2 319 (31.27%) Finance
3 207 (20.29%) Social Skills
4 188 (18.43%) Advertising
5 159 (15.59%) Presentation Skills
6 150 (14.71%) Inclusion and Diversity
7 149 (14.61%) Law
8 127 (12.45%) Games
9 113 (11.08%) Banking
10 110 (10.78%) Analytical Skills
11 43 (4.22%) Legal
12 31 (3.04%) Retail
13 23 (2.25%) Financial Institution
14 22 (2.16%) Back Office
15 21 (2.06%) Influencing Skills
16 19 (1.86%) Investment Banking
17 17 (1.67%) Public Sector
18 14 (1.37%) Manufacturing
19 13 (1.27%) Organisational Skills
20 10 (0.98%) Automotive
Job Titles
1 325 (31.86%) Lead
2 203 (19.90%) Senior
3 172 (16.86%) Analyst
4 170 (16.67%) Developer
5 102 (10.00%) Software Engineer
6 87 (8.53%) 3D Developer
6 87 (8.53%) Games Developer
6 87 (8.53%) Unity 3D Developer
7 86 (8.43%) Business Analyst
8 74 (7.25%) Architect
9 66 (6.47%) Lead Software Engineer
10 59 (5.78%) Senior Developer
11 44 (4.31%) Senior Software Engineer
12 38 (3.73%) Consultant
13 34 (3.33%) Senior Analyst
14 31 (3.04%) Data Architect
15 30 (2.94%) Senior Games Developer
16 25 (2.45%) Data Scientist
16 25 (2.45%) Principal Engineer
16 25 (2.45%) Security Engineer
Libraries, Frameworks & Software Standards
1 97 (9.51%) Unity (Game Engine)
2 95 (9.31%) RESTful
3 79 (7.75%) JSON
4 75 (7.35%) Web Services
5 74 (7.25%) XML
6 65 (6.37%) JSON-LD
6 65 (6.37%) LDAP
6 65 (6.37%) OpenID
6 65 (6.37%) SAML
7 48 (4.71%) .NET
8 43 (4.22%) CSS
9 34 (3.33%) HTML
9 34 (3.33%) React
10 24 (2.35%) Pandas
10 24 (2.35%) Vue
11 22 (2.16%) Apache NiFi
12 21 (2.06%) Laravel
13 19 (1.86%) AngularJS
13 19 (1.86%) Sass
14 15 (1.47%) REST
Miscellaneous
1 185 (18.14%) Marketing Technology
2 94 (9.22%) Management Information System
3 87 (8.53%) Virtual Reality
4 78 (7.65%) Enterprise Cloud
5 75 (7.35%) Product Ownership
6 69 (6.76%) Reference Data
7 58 (5.69%) Cloud Native
8 38 (3.73%) Data Structures
9 34 (3.33%) Onboarding
10 31 (3.04%) Taxonomies
11 30 (2.94%) Enterprise Software
12 26 (2.55%) Public Cloud
13 13 (1.27%) Cyber Threat
13 13 (1.27%) Cyberattack
14 12 (1.18%) Distributed Systems
14 12 (1.18%) IoT
15 11 (1.08%) Algorithms
15 11 (1.08%) Data Centre
15 11 (1.08%) Mobile App
16 10 (0.98%) Distributed Denial-of-Service
Operating Systems
1 45 (4.41%) Windows
2 43 (4.22%) Linux
3 6 (0.59%) Windows Server
4 5 (0.49%) Unix
5 3 (0.29%) Android
5 3 (0.29%) Mac OS X
6 1 (0.098%) Apple iOS
6 1 (0.098%) Windows 10
Processes & Methodologies
1 355 (34.80%) Analytics
2 344 (33.73%) Agile
3 222 (21.76%) Software Engineering
4 218 (21.37%) Data Strategy
5 212 (20.78%) Business Case
6 200 (19.61%) Process Improvement
7 191 (18.73%) Data Modelling
8 190 (18.63%) Data Collection
9 188 (18.43%) Matrix Organization
10 185 (18.14%) Digital Marketing
11 184 (18.04%) Regulatory Change
12 169 (16.57%) Roadmaps
13 168 (16.47%) DevOps
14 146 (14.31%) Problem-Solving
14 146 (14.31%) Scrum
15 132 (12.94%) CI/CD
16 117 (11.47%) Data Pipeline
16 117 (11.47%) SDLC
17 113 (11.08%) Business Analysis
18 107 (10.49%) Design Patterns
Programming Languages
1 182 (17.84%) Python
2 146 (14.31%) SQL
3 123 (12.06%) C#
4 70 (6.86%) Go
5 65 (6.37%) Prolog
5 65 (6.37%) SPARQL
6 59 (5.78%) JavaScript
7 27 (2.65%) Java
8 24 (2.35%) C++
9 22 (2.16%) C
10 14 (1.37%) Scala
11 11 (1.08%) PowerShell
11 11 (1.08%) R
12 10 (0.98%) PHP
13 9 (0.88%) VB
14 8 (0.78%) T-SQL
15 6 (0.59%) Bash
15 6 (0.59%) Shell Script
15 6 (0.59%) VB.NET
15 6 (0.59%) VB6
Qualifications
1 191 (18.73%) Degree
2 121 (11.86%) Security Cleared
3 104 (10.20%) BPSS Clearance
4 102 (10.00%) SC Cleared
5 27 (2.65%) Master's Degree
6 26 (2.55%) Computer Science Degree
7 21 (2.06%) Cisco Certification
8 18 (1.76%) CISSP
9 17 (1.67%) Microsoft Certification
10 12 (1.18%) Network+ Certification
11 11 (1.08%) (ISC)2 CCSP
11 11 (1.08%) CCSP
12 10 (0.98%) AWS Certified Cloud Practitioner
12 10 (0.98%) CompTIA CySA+
12 10 (0.98%) CompTIA Security+
13 8 (0.78%) GIAC
13 8 (0.78%) IIBA
13 8 (0.78%) PMI Certification
14 7 (0.69%) CCNP
14 7 (0.69%) DBS Check
Quality Assurance & Compliance
1 39 (3.82%) QA
2 34 (3.33%) Data Quality
3 28 (2.75%) ISO/IEC 15288
4 20 (1.96%) NIST
5 14 (1.37%) SOC 2
6 10 (0.98%) PMO
7 9 (0.88%) ISO/IEC 27001
8 6 (0.59%) GDPR
8 6 (0.59%) SOC 1
9 5 (0.49%) PCI DSS
9 5 (0.49%) SLA
10 3 (0.29%) Accessibility
11 2 (0.20%) ISO 9000
11 2 (0.20%) MISRA
11 2 (0.20%) MISRA C
11 2 (0.20%) NCSC
12 1 (0.098%) Def Stans
12 1 (0.098%) NIST 800
12 1 (0.098%) PMBOK
12 1 (0.098%) UCITS
System Software
1 72 (7.06%) Active Directory
2 37 (3.63%) Docker
3 5 (0.49%) Firmware
4 3 (0.29%) Embedded Firmware
5 1 (0.098%) OpenAM
5 1 (0.098%) Virtual Machines
Systems Management
1 36 (3.53%) Kubernetes
2 26 (2.55%) Terraform
3 11 (1.08%) Ansible
4 4 (0.39%) Microsoft Intune
5 3 (0.29%) Nagios
5 3 (0.29%) QRadar
6 2 (0.20%) Grafana
6 2 (0.20%) Podman
7 1 (0.098%) Argo
7 1 (0.098%) Computer Emergency Response Teams
7 1 (0.098%) Computer Incident Response Team
7 1 (0.098%) SCCM
7 1 (0.098%) Thomson Reuters DACS
Vendors
1 178 (17.45%) Microsoft
2 45 (4.41%) Databricks
3 29 (2.84%) Google
4 19 (1.86%) SAP
5 16 (1.57%) Splunk
6 14 (1.37%) Oracle
7 13 (1.27%) Adobe
8 12 (1.18%) OpenLink
8 12 (1.18%) Salesforce
9 11 (1.08%) Atlassian
10 8 (0.78%) Charles River
11 7 (0.69%) ServiceNow
12 6 (0.59%) Cisco
12 6 (0.59%) Intapp
12 6 (0.59%) LogRhythm
12 6 (0.59%) McAfee
13 5 (0.49%) Automation Anywhere
13 5 (0.49%) PayPal
13 5 (0.49%) Qualys
13 5 (0.49%) WorldPay