Period
to 20 October 2018

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 20 October 2018 with a comparison to the same period in the previous 2 years.

Use Cases
Central London > City of London
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 276 228 244
Rank change year-on-year -48 +16 +8
Permanent jobs citing Use Case 72 98 112
As % of all permanent IT jobs advertised in the City of London 0.65% 0.99% 0.94%
As % of the Processes & Methodologies category 0.71% 1.08% 1.03%
Number of salaries quoted 62 90 96
City of London median annual salary £67,500 £61,250 £57,500
Median salary % change year-on-year +10.20% +6.52% +4.55%
10th Percentile £33,000 £47,375 £41,250
90th Percentile £80,225 £75,000 £83,125
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 10,139 9,109 10,872
As % of all permanent IT jobs advertised in the City of London 91.87% 91.62% 90.90%
Number of salaries quoted 9,068 8,217 9,934
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £95,000 £93,750 £88,750
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +0.88%

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 20 October 2018.

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 20 October 2018. 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 -10 1 £35,000 -26.32%
Use Case
Central London

For the 6 months to 20 October 2018, 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 29 (40.28%) Analytical Skills
2 28 (38.89%) Agile Software Development
3 23 (31.94%) Finance
4 22 (30.56%) User Stories
4 22 (30.56%) Degree
5 15 (20.83%) Go
6 14 (19.44%) SQL
7 13 (18.06%) Java
7 13 (18.06%) Microsoft Excel
7 13 (18.06%) Data Modelling
7 13 (18.06%) Banking
7 13 (18.06%) Mentoring
8 12 (16.67%) Business Analysis
9 11 (15.28%) Web Services
9 11 (15.28%) Amazon AWS
9 11 (15.28%) SDLC
9 11 (15.28%) Problem-Solving
10 10 (13.89%) Decision-Making
10 10 (13.89%) Product Management
10 10 (13.89%) QA
10 10 (13.89%) User Acceptance Testing
10 10 (13.89%) Analytics
10 10 (13.89%) Data Analysis
10 10 (13.89%) Scrum
11 9 (12.50%) Validation
11 9 (12.50%) Spring
11 9 (12.50%) SOA
11 9 (12.50%) Project Management
11 9 (12.50%) Microsoft
11 9 (12.50%) Docker

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 8 (11.11%) Hyperledger
2 3 (4.17%) Apache Spark
2 3 (4.17%) Confluence
3 2 (2.78%) Apache
3 2 (2.78%) Apache Solr
4 1 (1.39%) Elasticsearch
4 1 (1.39%) EPiServer
4 1 (1.39%) JBoss
4 1 (1.39%) OpenStack
4 1 (1.39%) Oracle SOA Suite
4 1 (1.39%) SharePoint
4 1 (1.39%) WebSphere
Applications
1 13 (18.06%) Microsoft Excel
2 8 (11.11%) MS Visio
3 6 (8.33%) Microsoft PowerPoint
4 3 (4.17%) Microsoft Office
4 3 (4.17%) UserZoom
5 2 (2.78%) Microsoft Project
Business Applications
1 5 (6.94%) IntelliMatch
2 3 (4.17%) Salesforce.com CRM
3 2 (2.78%) Payment Gateway
4 1 (1.39%) Magento
Cloud Services
1 11 (15.28%) Amazon AWS
2 8 (11.11%) SaaS
3 4 (5.56%) Microsoft Azure
4 3 (4.17%) Salesforce Service Cloud
5 2 (2.78%) Google Cloud Platform
5 2 (2.78%) PaaS
6 1 (1.39%) Amazon EMR
6 1 (1.39%) Basecamp
6 1 (1.39%) CloudBees
6 1 (1.39%) IaaS
6 1 (1.39%) IBM Blueworks
6 1 (1.39%) Serverless
Communications & Networking
1 7 (9.72%) HTTP
2 1 (1.39%) DNS
2 1 (1.39%) Firewall
2 1 (1.39%) Internet
2 1 (1.39%) VPN
2 1 (1.39%) Wireless
Database & Business Intelligence
1 9 (12.50%) NoSQL
2 8 (11.11%) Amazon DynamoDB
2 8 (11.11%) Apache Cassandra
2 8 (11.11%) CouchDB
3 6 (8.33%) SQL Server
4 5 (6.94%) Data Warehouse
5 4 (5.56%) Data Mining
5 4 (5.56%) Relational Database
6 3 (4.17%) Big Data
6 3 (4.17%) Power BI
7 2 (2.78%) Flink
7 2 (2.78%) Hadoop
8 1 (1.39%) Bigtable
8 1 (1.39%) Electronic Patient Records
8 1 (1.39%) HBase
8 1 (1.39%) MongoDB
Development Applications
1 8 (11.11%) CF BOSH
1 8 (11.11%) Gradle
1 8 (11.11%) Maven
2 7 (9.72%) JIRA
3 3 (4.17%) Axure RP
4 1 (1.39%) Jenkins
4 1 (1.39%) RStudio
4 1 (1.39%) Selenium
4 1 (1.39%) SonarQube
General
1 23 (31.94%) Finance
2 13 (18.06%) Banking
3 3 (4.17%) Advertising
3 3 (4.17%) International Banking
3 3 (4.17%) Legal
3 3 (4.17%) Marketing
4 2 (2.78%) Back Office
4 2 (2.78%) Law
5 1 (1.39%) Financial Institution
5 1 (1.39%) Games
5 1 (1.39%) Publishing
5 1 (1.39%) Retail
Job Titles
1 28 (38.89%) Analyst
2 20 (27.78%) Business Analyst
3 17 (23.61%) Developer
4 9 (12.50%) Systems Analyst
5 8 (11.11%) Hyperledger Developer
6 6 (8.33%) Business Systems Analyst
7 5 (6.94%) Consultant
7 5 (6.94%) Payments Expert
8 4 (5.56%) Architect
8 4 (5.56%) Data Analyst
8 4 (5.56%) Insurance Systems Analyst
8 4 (5.56%) Senior Analyst
9 3 (4.17%) Banking Analyst
9 3 (4.17%) Business IT Analyst
9 3 (4.17%) IT Consultant
9 3 (4.17%) Product Analyst
9 3 (4.17%) Senior Systems Analyst
9 3 (4.17%) Technical Analyst
9 3 (4.17%) Trainee
9 3 (4.17%) Trainee Consultant
Libraries, Frameworks & Software Standards
1 11 (15.28%) Web Services
2 9 (12.50%) Spring
3 8 (11.11%) AngularJS
3 8 (11.11%) Express
3 8 (11.11%) Node.js
3 8 (11.11%) React
3 8 (11.11%) Spring Boot
4 7 (9.72%) RESTful
5 5 (6.94%) EDIFACT
6 2 (2.78%) Google Maps API
6 2 (2.78%) Kafka
7 1 (1.39%) Apache CXF
7 1 (1.39%) ASP.NET
7 1 (1.39%) CSS
7 1 (1.39%) Hibernate
7 1 (1.39%) HTML
7 1 (1.39%) jQuery
7 1 (1.39%) Memcached
7 1 (1.39%) REST
7 1 (1.39%) Ruby on Rails
Miscellaneous
1 29 (40.28%) Analytical Skills
2 6 (8.33%) Management Information System
3 5 (6.94%) SWIFT
3 5 (6.94%) User Experience
4 4 (5.56%) Computer Science
4 4 (5.56%) Fintech
5 3 (4.17%) Algorithms
5 3 (4.17%) Self-Motivation
6 2 (2.78%) Data Structures
7 1 (1.39%) Blog
7 1 (1.39%) Distributed Denial-of-Service
7 1 (1.39%) e-Learning
7 1 (1.39%) Fixed Income
7 1 (1.39%) Greenfield Project
7 1 (1.39%) Internet of Things
7 1 (1.39%) iPad
7 1 (1.39%) iPhone
7 1 (1.39%) Mobile App
7 1 (1.39%) Mobile Banking
7 1 (1.39%) Social Media
Operating Systems
1 5 (6.94%) Android
1 5 (6.94%) Apple iOS
2 3 (4.17%) Linux
2 3 (4.17%) Unix
2 3 (4.17%) Windows
3 1 (1.39%) MVS
3 1 (1.39%) Solaris
Processes & Methodologies
1 28 (38.89%) Agile Software Development
2 22 (30.56%) User Stories
3 13 (18.06%) Data Modelling
3 13 (18.06%) Mentoring
4 12 (16.67%) Business Analysis
5 11 (15.28%) Problem-Solving
5 11 (15.28%) SDLC
6 10 (13.89%) Analytics
6 10 (13.89%) Data Analysis
6 10 (13.89%) Decision-Making
6 10 (13.89%) Product Management
6 10 (13.89%) Scrum
6 10 (13.89%) User Acceptance Testing
7 9 (12.50%) Project Management
7 9 (12.50%) SOA
7 9 (12.50%) Validation
8 8 (11.11%) API Design
8 8 (11.11%) Microservices
9 7 (9.72%) Migration
9 7 (9.72%) Test Automation
Programming Languages
1 15 (20.83%) Go
2 14 (19.44%) SQL
3 13 (18.06%) Java
4 8 (11.11%) JavaScript
5 6 (8.33%) Python
6 4 (5.56%) R
6 4 (5.56%) T-SQL
7 2 (2.78%) C++
8 1 (1.39%) Bash Shell
8 1 (1.39%) C
8 1 (1.39%) Korn
8 1 (1.39%) MATLAB
8 1 (1.39%) PHP
8 1 (1.39%) Scala
Qualifications
1 22 (30.56%) Degree
2 5 (6.94%) Computer Science Degree
3 2 (2.78%) ISEB
3 2 (2.78%) MCSA
3 2 (2.78%) Microsoft Certification
4 1 (1.39%) DBS Check
4 1 (1.39%) IIBA
4 1 (1.39%) Master's Degree
Quality Assurance & Compliance
1 10 (13.89%) QA
2 6 (8.33%) SEPA
3 5 (6.94%) ISO 20022
3 5 (6.94%) TARGET2
4 3 (4.17%) Data Quality
5 1 (1.39%) COBIT
5 1 (1.39%) EMIR
5 1 (1.39%) GDPR
5 1 (1.39%) ISO/IEC 27001
5 1 (1.39%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (1.39%) MiFID
5 1 (1.39%) PCI DSS
5 1 (1.39%) PMO
5 1 (1.39%) PSD2
System Software
1 9 (12.50%) Docker
2 1 (1.39%) VirtualBox
2 1 (1.39%) VMware ESXi
2 1 (1.39%) VMware Infrastructure
2 1 (1.39%) Xen
Systems Management
1 8 (11.11%) Ansible
1 8 (11.11%) Kubernetes
1 8 (11.11%) Opscode Chef
Vendors
1 9 (12.50%) Microsoft
2 5 (6.94%) Calypso
2 5 (6.94%) FIS
3 4 (5.56%) Salesforce.com
4 3 (4.17%) Google
4 3 (4.17%) LexisNexis
4 3 (4.17%) Tableau
5 2 (2.78%) Atlassian
6 1 (1.39%) Apple
6 1 (1.39%) Cloudera
6 1 (1.39%) Databricks
6 1 (1.39%) Demandware
6 1 (1.39%) Hortonworks
6 1 (1.39%) hybris
6 1 (1.39%) MapR
6 1 (1.39%) Oracle
6 1 (1.39%) VMware