Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 November 2017 with a comparison to the same period in the previous 2 years.

Use Cases
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 335 314 306
Rank change year-on-year -21 -8 +64
Permanent jobs citing Use Case 707 782 1001
As % of all permanent IT jobs advertised in London 0.94% 1.04% 1.12%
As % of the Processes & Methodologies category 1.03% 1.15% 1.25%
Number of salaries quoted 498 630 828
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -
10th Percentile £41,250 £41,250 £38,250
90th Percentile £87,500 £83,750 £81,250
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68869 67817 79798
As % of all permanent IT jobs advertised in London 91.63% 90.61% 89.56%
Number of salaries quoted 52972 58374 67234
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Use Case
Job Vacancy Trend in London

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

Job vacancy trend for Use Case in London

Use Case
Salary Trend in London

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

Salary trend for Use Case in London

Use Case
Salary Histogram in London

The salary distribution of IT jobs citing Use Case in London over the 6 months to 20 November 2017.

Salary histogram for Use Case in London

Use Case
Job Locations in 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 London region over the 6 months to 20 November 2017. 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
Central London +2 107 £62,500 +8.70% 13
West London 0 29 £43,750 -16.67%
South London -3 17 £57,500 -
East London +5 3 £70,000 - 2
North London +2 2 £35,000 -
Use Case
England

For the 6 months to 20 November 2017, IT jobs citing Use Case also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Use Case.

1 271 (38.33%) Finance
1 271 (38.33%) Agile Software Development
2 220 (31.12%) Business Analysis
3 181 (25.60%) Degree
4 174 (24.61%) Analytical Skills
5 150 (21.22%) SDLC
6 145 (20.51%) SQL
7 140 (19.80%) Analytics
8 139 (19.66%) Project Management
9 125 (17.68%) Java
9 125 (17.68%) Banking
10 109 (15.42%) Workflow
11 107 (15.13%) QA
12 98 (13.86%) Stakeholder Management
12 98 (13.86%) User Stories
13 97 (13.72%) Microsoft
14 86 (12.16%) Scrum
15 84 (11.88%) Big Data
16 82 (11.60%) Waterfall
17 77 (10.89%) Asset Management
18 70 (9.90%) Migration
18 70 (9.90%) UML
19 69 (9.76%) Computer Science
20 68 (9.62%) Retail Banking
20 68 (9.62%) Investment Banking
20 68 (9.62%) Business Intelligence
21 67 (9.48%) User Acceptance Testing
22 66 (9.34%) Data Modelling
22 66 (9.34%) Oracle
23 65 (9.19%) Enterprise Software

Use Case
Co-occurring IT Skills in 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 34 (4.81%) Apache Spark
2 16 (2.26%) Apache Pig
3 15 (2.12%) Confluence
3 15 (2.12%) SharePoint
4 12 (1.70%) Oracle SOA Suite
5 11 (1.56%) SAS
6 10 (1.41%) CMS
6 10 (1.41%) JBoss
7 8 (1.13%) Apache
7 8 (1.13%) Gentran
8 6 (0.85%) ArcGIS
8 6 (0.85%) Elasticsearch
9 4 (0.57%) Tomcat
9 4 (0.57%) WebLogic
10 3 (0.42%) Oracle Workflow
10 3 (0.42%) WebSphere
11 2 (0.28%) Ethereum
12 1 (0.14%) BizTalk Server
12 1 (0.14%) Drupal
12 1 (0.14%) Hyperledger
Applications
1 59 (8.35%) Microsoft Office
2 44 (6.22%) Microsoft Excel
3 37 (5.23%) MS Visio
4 26 (3.68%) Microsoft PowerPoint
5 4 (0.57%) CPLEX
5 4 (0.57%) Spreadsheet
6 3 (0.42%) Adobe Creative Suite
6 3 (0.42%) Adobe Illustrator
6 3 (0.42%) Photoshop
7 1 (0.14%) InDesign
7 1 (0.14%) InfoPath
7 1 (0.14%) Mathcad
7 1 (0.14%) Microsoft Project
7 1 (0.14%) OmniGraffle
7 1 (0.14%) UXPin
Business Applications
1 7 (0.99%) Salesforce.com CRM
2 6 (0.85%) Oracle EBS R12
2 6 (0.85%) SAP Hybris
3 4 (0.57%) Oracle Receivables
4 3 (0.42%) Remedy ITSM
4 3 (0.42%) SAP BRIM
4 3 (0.42%) SAP CRM
4 3 (0.42%) SAP SD
5 2 (0.28%) Dynamics CRM
5 2 (0.28%) Dynamics NAV
5 2 (0.28%) Eloqua
5 2 (0.28%) Magento
5 2 (0.28%) NetSuite
5 2 (0.28%) SunGard APT
5 2 (0.28%) thinkFolio
5 2 (0.28%) Unica
6 1 (0.14%) CA PPM
6 1 (0.14%) Dynamics AX
6 1 (0.14%) Lawson
6 1 (0.14%) Oracle Procure-to-Pay
Cloud Services
1 55 (7.78%) SaaS
2 47 (6.65%) Microsoft Azure
3 25 (3.54%) Amazon AWS
3 25 (3.54%) PaaS
4 16 (2.26%) OpenShift
5 9 (1.27%) IaaS
5 9 (1.27%) Salesforce Service Cloud
6 8 (1.13%) Force.com
6 8 (1.13%) Office 365
7 6 (0.85%) IBM Blueworks
8 5 (0.71%) GitHub
9 4 (0.57%) Cloud Computing
10 3 (0.42%) Amazon S3
10 3 (0.42%) Lucidchart
10 3 (0.42%) Serverless
11 2 (0.28%) Amazon EMR
11 2 (0.28%) Cortana Intelligence Suite
11 2 (0.28%) Google Cloud Platform
11 2 (0.28%) npm
11 2 (0.28%) Virtual Private Cloud
Communications & Networking
1 16 (2.26%) Firewall
2 14 (1.98%) FTP
3 7 (0.99%) Internet
4 6 (0.85%) HTTP
4 6 (0.85%) VSAT
5 5 (0.71%) SMS
6 4 (0.57%) Network Security
6 4 (0.57%) VoIP
7 3 (0.42%) BGP
7 3 (0.42%) LAN
7 3 (0.42%) MPLS
7 3 (0.42%) OSPF
7 3 (0.42%) WAN
8 2 (0.28%) DKIM
8 2 (0.28%) DMARC
8 2 (0.28%) EIGRP
8 2 (0.28%) Multicast
8 2 (0.28%) WebEx
9 1 (0.14%) Cisco ISE
9 1 (0.14%) VSAN
Database & Business Intelligence
1 84 (11.88%) Big Data
2 57 (8.06%) Hadoop
3 52 (7.36%) SQL Server
4 49 (6.93%) NoSQL
5 40 (5.66%) Data Warehouse
6 39 (5.52%) Relational Database
7 24 (3.39%) BusinessObjects
8 23 (3.25%) Data Mining
9 22 (3.11%) Apache Hive
10 15 (2.12%) RDBMS
11 13 (1.84%) MongoDB
12 11 (1.56%) SQL Server Analysis Services
13 10 (1.41%) Power BI
14 8 (1.13%) Apache Cassandra
14 8 (1.13%) Blockchain
14 8 (1.13%) Microsoft Analysis Services
14 8 (1.13%) SQL Server Integration Services
15 7 (0.99%) Oracle BI EE
15 7 (0.99%) PostgreSQL
15 7 (0.99%) SQL Server Reporting Services
Development Applications
1 53 (7.50%) JIRA
2 21 (2.97%) Git (software)
3 19 (2.69%) Eclipse
4 15 (2.12%) Jenkins
4 15 (2.12%) Maven
5 14 (1.98%) JUnit
6 12 (1.70%) SoapUI
7 11 (1.56%) Subversion
8 10 (1.41%) Ant
8 10 (1.41%) Checkstyle
8 10 (1.41%) IntelliJ
8 10 (1.41%) Visual Studio
8 10 (1.41%) XMLUnit
9 7 (0.99%) Selenium
10 5 (0.71%) Team Foundation Server
10 5 (0.71%) Zephyr
11 4 (0.57%) Axure RP
11 4 (0.57%) Balsamiq Mockups
11 4 (0.57%) Cucumber
12 3 (0.42%) Hudson
General
1 271 (38.33%) Finance
2 125 (17.68%) Banking
3 68 (9.62%) Investment Banking
3 68 (9.62%) Retail Banking
4 57 (8.06%) Marketing
5 37 (5.23%) Front Office
5 37 (5.23%) Retail
6 30 (4.24%) Legal
7 22 (3.11%) Telecoms
8 20 (2.83%) Law
9 18 (2.55%) Financial Institution
9 18 (2.55%) Publishing
10 15 (2.12%) Billing
11 14 (1.98%) Advertising
12 7 (0.99%) Back Office
12 7 (0.99%) French Language
12 7 (0.99%) German Language
12 7 (0.99%) Manufacturing
13 4 (0.57%) Italian Language
14 2 (0.28%) Portuguese Language
Job Titles
1 360 (50.92%) Analyst
2 274 (38.76%) Business Analyst
3 94 (13.30%) Architect
4 66 (9.34%) Solutions Architect
5 51 (7.21%) Senior Analyst
6 46 (6.51%) Developer
7 44 (6.22%) Consultant
7 44 (6.22%) IT Analyst
8 42 (5.94%) Business IT Analyst
8 42 (5.94%) IT Business Analyst
9 40 (5.66%) Senior Business Analyst
10 34 (4.81%) Agile Business Analyst
11 32 (4.53%) HR Analyst
11 32 (4.53%) HR Business Analyst
12 24 (3.39%) Digital Analyst
13 22 (3.11%) Systems Analyst
14 21 (2.97%) Data Scientist
14 21 (2.97%) Presales Solution Architect
15 20 (2.83%) SaaS Architect
16 19 (2.69%) Digital Business Analyst
Libraries, Frameworks & Software Standards
1 37 (5.23%) .NET
2 35 (4.95%) Web Services
3 34 (4.81%) HTML
4 27 (3.82%) AngularJS
4 27 (3.82%) REST
4 27 (3.82%) SOAP
5 24 (3.39%) HTML5
6 21 (2.97%) Node.js
7 18 (2.55%) Kafka
8 16 (2.26%) CSS
9 15 (2.12%) ASP.NET Web API
10 14 (1.98%) XML
11 12 (1.70%) Natural Language Processing
11 12 (1.70%) RESTful
12 11 (1.56%) .NET Framework
12 11 (1.56%) XSL
13 10 (1.41%) EJB
13 10 (1.41%) JavaBeans
13 10 (1.41%) JDBC
13 10 (1.41%) XSD
Miscellaneous
1 174 (24.61%) Analytical Skills
2 69 (9.76%) Computer Science
3 65 (9.19%) Enterprise Software
4 53 (7.50%) Virtual Team
5 52 (7.36%) User Experience
6 35 (4.95%) Management Information System
7 24 (3.39%) Fintech
8 21 (2.97%) Reinsurance
9 16 (2.26%) Algorithms
10 15 (2.12%) Credit Risk
10 15 (2.12%) Security Operations Centre
11 13 (1.84%) Minimum Viable Product
12 10 (1.41%) Social Media
13 9 (1.27%) Data Centre
14 8 (1.13%) Market Risk
15 7 (0.99%) SWIFT
16 6 (0.85%) Data Structures
16 6 (0.85%) iPad
16 6 (0.85%) PKI
16 6 (0.85%) Taxonomies
Operating Systems
1 53 (7.50%) Linux
2 48 (6.79%) Windows
3 26 (3.68%) Unix
4 4 (0.57%) Android
5 3 (0.42%) Apple iOS
6 2 (0.28%) Red Hat Enterprise Linux
7 1 (0.14%) Windows 7
Processes & Methodologies
1 271 (38.33%) Agile Software Development
2 220 (31.12%) Business Analysis
3 150 (21.22%) SDLC
4 140 (19.80%) Analytics
5 139 (19.66%) Project Management
6 109 (15.42%) Workflow
7 98 (13.86%) Stakeholder Management
7 98 (13.86%) User Stories
8 86 (12.16%) Scrum
9 82 (11.60%) Waterfall
10 77 (10.89%) Asset Management
11 70 (9.90%) Migration
11 70 (9.90%) UML
12 68 (9.62%) Business Intelligence
13 67 (9.48%) User Acceptance Testing
14 66 (9.34%) Data Modelling
15 63 (8.91%) CRM
15 63 (8.91%) Wealth Management
16 62 (8.77%) Data Management
17 56 (7.92%) Acceptance Criteria
Programming Languages
1 145 (20.51%) SQL
2 125 (17.68%) Java
3 54 (7.64%) JavaScript
4 50 (7.07%) Python
5 26 (3.68%) T-SQL
6 24 (3.39%) C#
7 22 (3.11%) R
8 20 (2.83%) C
9 15 (2.12%) Scala
10 13 (1.84%) C++
10 13 (1.84%) PL/SQL
11 11 (1.56%) Shell Script
11 11 (1.56%) XPath
12 10 (1.41%) MATLAB
13 8 (1.13%) ActionScript
13 8 (1.13%) ActionScript 2.0
13 8 (1.13%) VBA
14 7 (0.99%) Apex Code
15 6 (0.85%) SOQL
15 6 (0.85%) SOSL
Qualifications
1 181 (25.60%) Degree
2 35 (4.95%) ISEB
3 27 (3.82%) Computer Science Degree
4 22 (3.11%) Security Cleared
5 19 (2.69%) SANS
6 18 (2.55%) GIAC
7 14 (1.98%) CISSP
7 14 (1.98%) GCIA
7 14 (1.98%) GCIH
8 12 (1.70%) CompTIA Security+
8 12 (1.70%) Security+ Certification
9 11 (1.56%) DV Cleared
9 11 (1.56%) Master's Degree
10 8 (1.13%) CEH
10 8 (1.13%) PhD
11 6 (0.85%) PMI Certification
11 6 (0.85%) SC Cleared
12 5 (0.71%) PMP
13 4 (0.57%) CISA
13 4 (0.57%) CISM
Quality Assurance & Compliance
1 107 (15.13%) QA
2 19 (2.69%) Data Quality
3 15 (2.12%) ISO/IEC 27001
3 15 (2.12%) Solvency II
4 14 (1.98%) NIST 800
5 12 (1.70%) PMO
5 12 (1.70%) Sarbanes-Oxley
6 5 (0.71%) GAAP
6 5 (0.71%) GDPR
7 4 (0.57%) TARGET2
8 3 (0.42%) ISO 8583
8 3 (0.42%) MiFID
8 3 (0.42%) PSD2
8 3 (0.42%) SEPA
9 2 (0.28%) Dodd-Frank
9 2 (0.28%) EMIR
9 2 (0.28%) FINRA
9 2 (0.28%) GCP
9 2 (0.28%) SLA
9 2 (0.28%) UCITS
System Software
1 19 (2.69%) HDFS
2 16 (2.26%) Active Directory
2 16 (2.26%) Docker
3 15 (2.12%) Apache Flume
4 14 (1.98%) Virtual Machines
5 5 (0.71%) VMware Infrastructure
6 2 (0.28%) OpenAM
6 2 (0.28%) Virtual Desktop
7 1 (0.14%) Apache ZooKeeper
7 1 (0.14%) Firmware
7 1 (0.14%) vCloud
7 1 (0.14%) VMware NSX
7 1 (0.14%) vSphere
7 1 (0.14%) XenDesktop
Systems Management
1 14 (1.98%) Host Intrusion Detection System
1 14 (1.98%) McAfee ePO
2 13 (1.84%) Oozie
3 6 (0.85%) Opscode Chef
4 5 (0.71%) Puppet
5 4 (0.57%) HP Quality Center
5 4 (0.57%) Kubernetes
6 3 (0.42%) SCCM
6 3 (0.42%) SCOM
6 3 (0.42%) SCOrch
7 2 (0.28%) Ansible
8 1 (0.14%) Capistrano
8 1 (0.14%) Salt
8 1 (0.14%) vRealize
Vendors
1 97 (13.72%) Microsoft
2 66 (9.34%) Oracle
3 33 (4.67%) SAP
4 30 (4.24%) Salesforce.com
5 24 (3.39%) Informatica
6 22 (3.11%) Cisco
7 20 (2.83%) Cloudera
8 14 (1.98%) Blue Coat
8 14 (1.98%) CheckPoint
8 14 (1.98%) Dell
8 14 (1.98%) FireEye
8 14 (1.98%) McAfee
9 13 (1.84%) Cognos
10 11 (1.56%) Guidewire
10 11 (1.56%) Tableau
11 10 (1.41%) Hortonworks
11 10 (1.41%) Solace
11 10 (1.41%) Sybase
12 9 (1.27%) Adobe
13 8 (1.13%) Cognizant