Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 22 January 2019 with a comparison to the same period in the previous 2 years.

Use Cases
Central London > City of London
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 243 238 255
Rank change year-on-year -5 +17 -22
Permanent jobs citing Use Case 87 94 78
As % of all permanent IT jobs advertised in the City of London 0.84% 0.90% 0.74%
As % of the Processes & Methodologies category 0.92% 0.96% 0.82%
Number of salaries quoted 76 77 64
City of London median annual salary £70,000 £60,000 £57,500
Median salary % change year-on-year +16.67% +4.35% -
10th Percentile £49,337 £46,250 £40,000
90th Percentile £82,500 £76,000 £76,250
Central London median annual salary £67,500 £60,000 £57,500
% change year-on-year +12.50% +4.35% -

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 advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,474 9,750 9,552
As % of all permanent IT jobs advertised in the City of London 91.87% 93.15% 90.85%
Number of salaries quoted 8,423 8,693 8,702
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £36,800 £36,250 £35,000
90th Percentile £95,000 £95,000 £92,500
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

Use Case
Job Vacancy Trend in the City of London

Job postings citing Use Case as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Use Case in the City of London

Use Case
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Use Case in the City of London.

Salary trend for Use Case in the City of London

Use Case
Salary Histogram in the City of London

The salary distribution of IT jobs citing Use Case in the City of London over the 6 months to 22 January 2019.

Salary histogram for Use Case in the City of London

Use Case
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Use Case within the City of London region over the 6 months to 22 January 2019. 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
Job
Vacancies
London Bridge - 1 £65,000 -
Use Case
Central London

For the 6 months to 22 January 2019, IT jobs citing Use Case also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Use Case.

1 42 (48.28%) Agile Software Development
2 29 (33.33%) Java
3 28 (32.18%) User Stories
4 25 (28.74%) Analytical Skills
5 24 (27.59%) Finance
6 22 (25.29%) SQL
6 22 (25.29%) Mentoring
7 21 (24.14%) Go
7 21 (24.14%) Scrum
8 19 (21.84%) Data Modelling
9 18 (20.69%) NoSQL
10 17 (19.54%) Apache Cassandra
11 16 (18.39%) Web Services
11 16 (18.39%) JavaScript
12 15 (17.24%) Unix
12 15 (17.24%) Python
12 15 (17.24%) Banking
12 15 (17.24%) Analytics
12 15 (17.24%) Kubernetes
12 15 (17.24%) Docker
13 14 (16.09%) QA
13 14 (16.09%) Business Analysis
14 13 (14.94%) Data Analysis
14 13 (14.94%) Data Transformation
14 13 (14.94%) Data Engineering
15 12 (13.79%) CF BOSH
15 12 (13.79%) Hyperledger
15 12 (13.79%) Spring Boot
15 12 (13.79%) Gradle
15 12 (13.79%) Opscode Chef

Use Case
Co-occurring IT Skills in the City of London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (13.79%) Hyperledger
2 8 (9.20%) Apache Spark
3 3 (3.45%) Appian
4 2 (2.30%) Confluence
4 2 (2.30%) EPiServer
4 2 (2.30%) SharePoint
4 2 (2.30%) WebSphere
5 1 (1.15%) OpenStack
5 1 (1.15%) Skype for Business
Applications
1 10 (11.49%) MS Visio
2 7 (8.05%) Microsoft Excel
3 4 (4.60%) Microsoft Office
4 3 (3.45%) Microsoft PowerPoint
4 3 (3.45%) UserZoom
5 2 (2.30%) Microsoft Project
Business Applications
1 10 (11.49%) IntelliMatch
2 2 (2.30%) Magento
Cloud Services
1 12 (13.79%) Amazon AWS
2 11 (12.64%) Microsoft Azure
3 10 (11.49%) SaaS
4 8 (9.20%) GitHub
5 2 (2.30%) Basecamp
5 2 (2.30%) PaaS
5 2 (2.30%) Serverless
6 1 (1.15%) Google Analytics
6 1 (1.15%) Google Cloud Platform
6 1 (1.15%) IaaS
6 1 (1.15%) OpenShift
Communications & Networking
1 9 (10.34%) HTTP
2 1 (1.15%) DNS
2 1 (1.15%) Firewall
2 1 (1.15%) Skype
2 1 (1.15%) VPN
Database & Business Intelligence
1 18 (20.69%) NoSQL
2 17 (19.54%) Apache Cassandra
3 9 (10.34%) Amazon DynamoDB
3 9 (10.34%) CouchDB
4 8 (9.20%) Apache Hive
4 8 (9.20%) Big Data
4 8 (9.20%) Data Warehouse
4 8 (9.20%) Hadoop
4 8 (9.20%) HBase
4 8 (9.20%) MongoDB
4 8 (9.20%) Spark SQL
4 8 (9.20%) Sqoop
5 6 (6.90%) Relational Database
6 5 (5.75%) Power BI
7 3 (3.45%) Data Mining
8 1 (1.15%) Blockchain
8 1 (1.15%) SQL Server
Development Applications
1 12 (13.79%) CF BOSH
1 12 (13.79%) Gradle
1 12 (13.79%) Maven
2 4 (4.60%) JIRA
3 3 (3.45%) Axure RP
4 1 (1.15%) HP UFT
4 1 (1.15%) Selenium
General
1 24 (27.59%) Finance
2 15 (17.24%) Banking
3 3 (3.45%) International Banking
3 3 (3.45%) Legal
4 2 (2.30%) Law
4 2 (2.30%) Retail
5 1 (1.15%) Advertising
5 1 (1.15%) Back Office
5 1 (1.15%) Front Office
5 1 (1.15%) Marketing
Job Titles
1 27 (31.03%) Analyst
2 24 (27.59%) Developer
3 18 (20.69%) Business Analyst
4 13 (14.94%) Data Engineer
4 13 (14.94%) Python Engineer
5 12 (13.79%) Hyperledger Developer
6 9 (10.34%) Systems Analyst
7 8 (9.20%) Big Data Engineer
8 6 (6.90%) Architect
9 5 (5.75%) Functional Analyst
9 5 (5.75%) Payments Analyst
9 5 (5.75%) Payments Expert
9 5 (5.75%) Senior Developer
10 4 (4.60%) Product Owner
10 4 (4.60%) Senior Analyst
11 3 (3.45%) Business IT Analyst
11 3 (3.45%) Data Analyst
11 3 (3.45%) Product Manager
11 3 (3.45%) Senior Systems Analyst
11 3 (3.45%) Solutions Architect
Libraries, Frameworks & Software Standards
1 16 (18.39%) Web Services
2 12 (13.79%) AngularJS
2 12 (13.79%) Express
2 12 (13.79%) Node.js
2 12 (13.79%) React
2 12 (13.79%) Spring
2 12 (13.79%) Spring Boot
3 10 (11.49%) EDIFACT
3 10 (11.49%) RESTful
4 8 (9.20%) Kafka
4 8 (9.20%) Spark Streaming
5 4 (4.60%) HTML
5 4 (4.60%) XML
6 3 (3.45%) J2EE
6 3 (3.45%) JDBC
6 3 (3.45%) JMS
6 3 (3.45%) JNDI
6 3 (3.45%) XSL
7 1 (1.15%) Ruby on Rails
7 1 (1.15%) SOAP
Miscellaneous
1 25 (28.74%) Analytical Skills
2 10 (11.49%) SWIFT
3 7 (8.05%) Reinsurance
4 6 (6.90%) User Experience
5 5 (5.75%) Data Structures
5 5 (5.75%) PMI
6 2 (2.30%) Fintech
6 2 (2.30%) Self-Motivation
7 1 (1.15%) Cloud Native
7 1 (1.15%) Credit Derivative
7 1 (1.15%) Derivative
7 1 (1.15%) Distributed Denial-of-Service
7 1 (1.15%) Fixed Income
7 1 (1.15%) Foreign Exchange (FX)
7 1 (1.15%) Greenfield Project
7 1 (1.15%) Interest Rate Derivative
7 1 (1.15%) Management Information System
7 1 (1.15%) Mobile App
7 1 (1.15%) Smartphone
7 1 (1.15%) Virtual Team
Operating Systems
1 15 (17.24%) Unix
2 8 (9.20%) Windows
3 7 (8.05%) Linux
4 6 (6.90%) Android
4 6 (6.90%) Apple iOS
5 1 (1.15%) MVS
5 1 (1.15%) Windows 10
Processes & Methodologies
1 42 (48.28%) Agile Software Development
2 28 (32.18%) User Stories
3 22 (25.29%) Mentoring
4 21 (24.14%) Scrum
5 19 (21.84%) Data Modelling
6 15 (17.24%) Analytics
7 14 (16.09%) Business Analysis
8 13 (14.94%) Data Analysis
8 13 (14.94%) Data Engineering
8 13 (14.94%) Data Transformation
9 12 (13.79%) Test Scripting
10 11 (12.64%) Product Management
10 11 (12.64%) Validation
10 11 (12.64%) Workflow
11 10 (11.49%) Microservices
11 10 (11.49%) SDLC
11 10 (11.49%) SOA
11 10 (11.49%) Test Automation
12 9 (10.34%) API Design
12 9 (10.34%) Coaching
Programming Languages
1 29 (33.33%) Java
2 22 (25.29%) SQL
3 21 (24.14%) Go
4 16 (18.39%) JavaScript
5 15 (17.24%) Python
6 8 (9.20%) Scala
7 2 (2.30%) C
8 1 (1.15%) Bash Shell
8 1 (1.15%) C++
8 1 (1.15%) Kotlin
8 1 (1.15%) Perl
8 1 (1.15%) PHP
8 1 (1.15%) R
Qualifications
1 11 (12.64%) Degree
2 5 (5.75%) MCSA
2 5 (5.75%) Microsoft Certification
2 5 (5.75%) PMI Certification
3 3 (3.45%) Computer Science Degree
3 3 (3.45%) PMP
3 3 (3.45%) PRINCE2 Certification
4 2 (2.30%) CBAP
4 2 (2.30%) ISEB
5 1 (1.15%) AWS Certification
5 1 (1.15%) IIBA
Quality Assurance & Compliance
1 14 (16.09%) QA
2 10 (11.49%) ISO 20022
2 10 (11.49%) SEPA
2 10 (11.49%) TARGET2
3 5 (5.75%) Data Quality
4 1 (1.15%) COBIT
4 1 (1.15%) EMIR
4 1 (1.15%) ISO/IEC 27001
4 1 (1.15%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (1.15%) MiFID
4 1 (1.15%) PMO
System Software
1 15 (17.24%) Docker
2 8 (9.20%) Apache Flume
2 8 (9.20%) HDFS
3 1 (1.15%) VirtualBox
3 1 (1.15%) VMware ESXi
3 1 (1.15%) VMware Infrastructure
3 1 (1.15%) Xen
Systems Management
1 15 (17.24%) Kubernetes
2 12 (13.79%) Ansible
2 12 (13.79%) Opscode Chef
3 8 (9.20%) Oozie
4 1 (1.15%) HP ALM
Vendors
1 11 (12.64%) Oracle
2 10 (11.49%) Calypso
2 10 (11.49%) FIS
3 8 (9.20%) Cloudera
3 8 (9.20%) Hortonworks
3 8 (9.20%) Microsoft
4 5 (5.75%) Google
5 3 (3.45%) Blue Prism
5 3 (3.45%) IBM
5 3 (3.45%) LexisNexis
5 3 (3.45%) Pega
5 3 (3.45%) TIBCO
6 2 (2.30%) Demandware
6 2 (2.30%) Facebook
6 2 (2.30%) hybris
6 2 (2.30%) Salesforce.com
7 1 (1.15%) Apple
7 1 (1.15%) Avaya
7 1 (1.15%) HP
7 1 (1.15%) Red Hat