Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Use Cases
Central London > City of London
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 258 235 235
Rank change year-on-year -23 0 +21
Permanent jobs citing Use Case 88 110 138
As % of all permanent IT jobs advertised in the City of London 0.80% 1.08% 1.07%
As % of the Processes & Methodologies category 0.87% 1.18% 1.17%
Number of salaries quoted 73 96 124
City of London median annual salary £65,000 £62,500 £58,750
Median salary % change year-on-year +4.00% +6.38% +6.82%
10th Percentile £38,500 £43,750 £40,375
90th Percentile £94,250 £76,250 £81,750
Central London median annual salary £64,500 £60,000 £55,000
% change year-on-year +7.50% +9.09% -

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 10,153 9,338 11,839
As % of all permanent IT jobs advertised in the City of London 92.37% 91.43% 91.76%
Number of salaries quoted 9,018 8,396 10,814
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £36,750 £35,625 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 18 August 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 18 August 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 -3 1 £35,000 -26.32%
Use Case
Central London

For the 6 months to 18 August 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 39 (44.32%) Degree
2 38 (43.18%) Analytical Skills
3 32 (36.36%) SQL
4 31 (35.23%) Agile Software Development
5 28 (31.82%) Finance
6 24 (27.27%) Microsoft Excel
7 22 (25.00%) Microsoft
8 21 (23.86%) Java
9 20 (22.73%) Project Management
10 19 (21.59%) SQL Server
11 17 (19.32%) User Stories
12 16 (18.18%) Business Analysis
13 15 (17.05%) Mentoring
14 14 (15.91%) SDLC
14 14 (15.91%) T-SQL
14 14 (15.91%) Python
15 13 (14.77%) Management Information System
15 13 (14.77%) QA
16 12 (13.64%) Mathematics
16 12 (13.64%) Microsoft PowerPoint
16 12 (13.64%) Data Management
16 12 (13.64%) Software Engineering
16 12 (13.64%) Service Delivery
16 12 (13.64%) JavaScript
16 12 (13.64%) Analytics
16 12 (13.64%) Problem-Solving
17 11 (12.50%) Fintech
17 11 (12.50%) Oracle
17 11 (12.50%) Workflow
17 11 (12.50%) Spring

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 (9.09%) Apache Spark
2 5 (5.68%) Confluence
2 5 (5.68%) Hyperledger
3 3 (3.41%) Oracle Workflow
4 2 (2.27%) Apache
4 2 (2.27%) Apache Solr
4 2 (2.27%) IIS
5 1 (1.14%) Elasticsearch
5 1 (1.14%) JBoss
5 1 (1.14%) OpenStack
5 1 (1.14%) Oracle SOA Suite
Applications
1 24 (27.27%) Microsoft Excel
2 12 (13.64%) Microsoft PowerPoint
3 7 (7.95%) MS Visio
4 5 (5.68%) Microsoft Office
5 3 (3.41%) Microsoft Project
Business Applications
1 4 (4.55%) Salesforce.com CRM
2 2 (2.27%) Payment Gateway
Cloud Services
1 6 (6.82%) Microsoft Azure
2 4 (4.55%) Amazon AWS
2 4 (4.55%) Salesforce Service Cloud
3 3 (3.41%) SaaS
4 2 (2.27%) Google Cloud Platform
4 2 (2.27%) PaaS
5 1 (1.14%) Amazon EMR
5 1 (1.14%) CloudBees
5 1 (1.14%) IaaS
5 1 (1.14%) IBM Blueworks
5 1 (1.14%) Serverless
Communications & Networking
1 1 (1.14%) DNS
1 1 (1.14%) Firewall
1 1 (1.14%) HTTP
1 1 (1.14%) Internet
1 1 (1.14%) SMS
1 1 (1.14%) VPN
1 1 (1.14%) Wireless
Database & Business Intelligence
1 19 (21.59%) SQL Server
2 7 (7.95%) Big Data
3 6 (6.82%) Hadoop
4 4 (4.55%) Data Mining
4 4 (4.55%) NoSQL
4 4 (4.55%) Power BI
5 3 (3.41%) Apache Cassandra
5 3 (3.41%) BusinessObjects
5 3 (3.41%) Oracle Database
5 3 (3.41%) Oracle Database 10g
5 3 (3.41%) PowerCenter
5 3 (3.41%) SQL Server 2008
6 2 (2.27%) Amazon DynamoDB
6 2 (2.27%) CouchDB
6 2 (2.27%) Flink
6 2 (2.27%) HBase
6 2 (2.27%) Relational Database
7 1 (1.14%) Bigtable
7 1 (1.14%) Data Lake
7 1 (1.14%) Electronic Patient Records
Development Applications
1 11 (12.50%) JIRA
2 7 (7.95%) Selenium
3 5 (5.68%) CF BOSH
3 5 (5.68%) Gradle
3 5 (5.68%) HP UFT
3 5 (5.68%) Maven
3 5 (5.68%) SoapUI
3 5 (5.68%) Team Foundation Server
4 2 (2.27%) Gatling
4 2 (2.27%) Jenkins
4 2 (2.27%) JMeter
4 2 (2.27%) Moq
4 2 (2.27%) NUnit
4 2 (2.27%) RStudio
4 2 (2.27%) Subversion
5 1 (1.14%) Cucumber
5 1 (1.14%) Octopus Deploy
5 1 (1.14%) SonarQube
5 1 (1.14%) TeamCity
General
1 28 (31.82%) Finance
2 10 (11.36%) Law
3 6 (6.82%) Banking
4 5 (5.68%) Advertising
4 5 (5.68%) Legal
5 4 (4.55%) Front Office
5 4 (4.55%) Marketing
6 3 (3.41%) Back Office
6 3 (3.41%) Financial Institution
6 3 (3.41%) Publishing
7 1 (1.14%) Games
7 1 (1.14%) Retail
Job Titles
1 38 (43.18%) Analyst
2 22 (25.00%) Business Analyst
3 13 (14.77%) Business Systems Analyst
3 13 (14.77%) Developer
3 13 (14.77%) Systems Analyst
4 11 (12.50%) Insurance Systems Analyst
5 6 (6.82%) Consultant
5 6 (6.82%) Java Developer
6 5 (5.68%) Hyperledger Developer
7 4 (4.55%) Data Engineer
7 4 (4.55%) IT Consultant
7 4 (4.55%) Lead Developer
7 4 (4.55%) SQL Analyst
7 4 (4.55%) Technical Analyst
7 4 (4.55%) Trainee
7 4 (4.55%) Trainee Consultant
7 4 (4.55%) Trainee IT Consultant
8 3 (3.41%) Agile Business Analyst
8 3 (3.41%) Lead Java Developer
8 3 (3.41%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 11 (12.50%) Spring
2 10 (11.36%) Web Services
3 8 (9.09%) CSS
3 8 (9.09%) HTML
4 7 (7.95%) XML
5 6 (6.82%) Hibernate
6 5 (5.68%) AngularJS
6 5 (5.68%) DHTML
6 5 (5.68%) Express
6 5 (5.68%) J2EE
6 5 (5.68%) JSF
6 5 (5.68%) JSP
6 5 (5.68%) Node.js
6 5 (5.68%) React
6 5 (5.68%) Spring Boot
6 5 (5.68%) Struts
6 5 (5.68%) Struts2
7 4 (4.55%) Mason
8 3 (3.41%) .NET
8 3 (3.41%) FIX Protocol
Miscellaneous
1 38 (43.18%) Analytical Skills
2 13 (14.77%) Management Information System
3 11 (12.50%) Fintech
4 10 (11.36%) Computer Science
5 9 (10.23%) Algorithms
6 5 (5.68%) Self-Motivation
7 4 (4.55%) Blog
8 3 (3.41%) User Experience
9 2 (2.27%) Derivative
9 2 (2.27%) Foreign Exchange (FX)
9 2 (2.27%) Hedge funds
9 2 (2.27%) Market Risk
10 1 (1.14%) Distributed Denial-of-Service
10 1 (1.14%) e-Learning
10 1 (1.14%) Fixed Income
10 1 (1.14%) Greenfield Project
10 1 (1.14%) Internet of Things
10 1 (1.14%) Mobile Banking
10 1 (1.14%) Social Media
Operating Systems
1 1 (1.14%) Android
1 1 (1.14%) Apple iOS
1 1 (1.14%) Linux
1 1 (1.14%) MVS
1 1 (1.14%) Solaris
1 1 (1.14%) Unix
1 1 (1.14%) Windows
Processes & Methodologies
1 31 (35.23%) Agile Software Development
2 20 (22.73%) Project Management
3 17 (19.32%) User Stories
4 16 (18.18%) Business Analysis
5 15 (17.05%) Mentoring
6 14 (15.91%) SDLC
7 12 (13.64%) Analytics
7 12 (13.64%) Data Management
7 12 (13.64%) Mathematics
7 12 (13.64%) Problem-Solving
7 12 (13.64%) Service Delivery
7 12 (13.64%) Software Engineering
8 11 (12.50%) Workflow
9 10 (11.36%) Machine Learning
10 9 (10.23%) ITIL
10 9 (10.23%) User Acceptance Testing
11 8 (9.09%) Data Analysis
11 8 (9.09%) OO
11 8 (9.09%) Scrum
12 7 (7.95%) UML
Programming Languages
1 32 (36.36%) SQL
2 21 (23.86%) Java
3 14 (15.91%) Python
3 14 (15.91%) T-SQL
4 12 (13.64%) JavaScript
5 10 (11.36%) R
6 7 (7.95%) C#
7 6 (6.82%) Go
8 4 (4.55%) MATLAB
8 4 (4.55%) VBA
9 3 (3.41%) PL/SQL
9 3 (3.41%) Shell Script
10 2 (2.27%) C++
10 2 (2.27%) Scala
11 1 (1.14%) Bash Shell
11 1 (1.14%) C
11 1 (1.14%) Java 8
11 1 (1.14%) Korn
Qualifications
1 39 (44.32%) Degree
2 5 (5.68%) Computer Science Degree
3 4 (4.55%) ISEB
4 1 (1.14%) DBS Check
4 1 (1.14%) Master's Degree
Quality Assurance & Compliance
1 13 (14.77%) QA
2 2 (2.27%) MiFID
3 1 (1.14%) COBIT
3 1 (1.14%) Data Quality
3 1 (1.14%) EMIR
3 1 (1.14%) GCP
3 1 (1.14%) GDPR
3 1 (1.14%) ISO/IEC 27001
3 1 (1.14%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (1.14%) PCI DSS
3 1 (1.14%) PSD2
3 1 (1.14%) SEPA
System Software
1 6 (6.82%) Docker
2 1 (1.14%) VirtualBox
2 1 (1.14%) VMware ESXi
2 1 (1.14%) VMware Infrastructure
2 1 (1.14%) Xen
Systems Management
1 5 (5.68%) Ansible
1 5 (5.68%) Kubernetes
1 5 (5.68%) Opscode Chef
Vendors
1 22 (25.00%) Microsoft
2 11 (12.50%) Oracle
3 8 (9.09%) Tableau
4 4 (4.55%) Salesforce.com
5 3 (3.41%) Informatica
5 3 (3.41%) LexisNexis
6 2 (2.27%) Atlassian
6 2 (2.27%) Google
7 1 (1.14%) Alteryx
7 1 (1.14%) Bloomberg
7 1 (1.14%) Cloudera
7 1 (1.14%) Databricks
7 1 (1.14%) FXall
7 1 (1.14%) Hortonworks
7 1 (1.14%) MapR
7 1 (1.14%) MarketAxess
7 1 (1.14%) Tradeweb
7 1 (1.14%) VMware