Period
to 24 November 2017

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Hammersmith. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 24 November 2017 with a comparison to the same period over the previous 2 years.

Retailing
West London > Hammersmith
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 35 16 21
Rank change year-on-year -19 +5 +14
Permanent jobs citing Retail 20 11 19
As % of all permanent IT jobs advertised in Hammersmith 6.37% 9.65% 9.45%
As % of the General category 20.20% 29.73% 20.88%
Number of salaries quoted 15 11 9
Hammersmith median annual salary £55,000 £47,500 £47,500
Median salary % change year-on-year +15.79% - +9.20%
10th Percentile £37,800 £46,250 £46,250
90th Percentile £76,250 £63,750 £48,750
West London median annual salary £55,000 £55,000 £48,500
% change year-on-year - +13.40% -3.00%

Retail is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hammersmith with a requirement for common skills.

All General Skills
Hammersmith
Permanent vacancies with a requirement for common skills 99 37 91
As % of all permanent IT jobs advertised in Hammersmith 31.53% 32.46% 45.27%
Number of salaries quoted 82 36 75
Hammersmith median annual salary £55,000 £51,250 £52,500
Median salary % change year-on-year +7.32% -2.38% +16.67%
10th Percentile £33,000 £37,500 £39,250
90th Percentile £76,250 £76,875 £66,250
West London median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - -

Retail
Job Vacancy Trend in Hammersmith

Job postings citing Retail as a percentage of all IT jobs advertised in Hammersmith.

Job vacancy trend for Retail in Hammersmith

Retail
Salary Trend in Hammersmith

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Retail in Hammersmith.

Salary trend for Retail in Hammersmith

Retail
Salary Histogram in Hammersmith

The salary distribution of IT jobs citing Retail in Hammersmith over the 6 months to 24 November 2017.

Salary histogram for Retail in Hammersmith

For the 6 months to 24 November 2017, IT jobs citing Retail 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 Hammersmith region with a requirement for Retail.

1 14 (70.00%) SQL
2 8 (40.00%) Agile Software Development
3 7 (35.00%) TDD
3 7 (35.00%) E-Commerce
3 7 (35.00%) C#
3 7 (35.00%) BDD
4 6 (30.00%) Microservices
4 6 (30.00%) SOLID
4 6 (30.00%) .NET
4 6 (30.00%) SAS
4 6 (30.00%) MVC
4 6 (30.00%) Degree
4 6 (30.00%) Umbraco
5 5 (25.00%) Git (software)
5 5 (25.00%) ETL
5 5 (25.00%) Python
5 5 (25.00%) Data Warehouse
5 5 (25.00%) Big Data
5 5 (25.00%) AngularJS
5 5 (25.00%) NoSQL
5 5 (25.00%) Domain-Driven Design
5 5 (25.00%) RESTful
6 4 (20.00%) Hadoop
6 4 (20.00%) Apache Spark
6 4 (20.00%) Linux
6 4 (20.00%) Business Intelligence
6 4 (20.00%) Mathematics
7 3 (15.00%) QA
7 3 (15.00%) Marketing
7 3 (15.00%) Microsoft

Retail
Co-occurring IT Skills in Hammersmith 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 6 (30.00%) SAS
1 6 (30.00%) Umbraco
2 4 (20.00%) Apache Spark
3 3 (15.00%) Apache Airflow
Applications
1 3 (15.00%) SPSS
2 1 (5.00%) Adobe Captivate
2 1 (5.00%) Microsoft Office
2 1 (5.00%) Photoshop
Cloud Services
1 1 (5.00%) Microsoft Azure
Database & Business Intelligence
1 5 (25.00%) Big Data
1 5 (25.00%) Data Warehouse
1 5 (25.00%) NoSQL
2 4 (20.00%) Hadoop
3 3 (15.00%) Apache Hive
3 3 (15.00%) GIS
3 3 (15.00%) HBase
3 3 (15.00%) Relational Database
4 2 (10.00%) Power BI
4 2 (10.00%) QlikView
4 2 (10.00%) SQL Server
4 2 (10.00%) SQL Server Analysis Services
4 2 (10.00%) SQL Server Integration Services
5 1 (5.00%) OLAP
5 1 (5.00%) OLAP Cube
5 1 (5.00%) SQL Server 2008
5 1 (5.00%) SQL Server 2012
5 1 (5.00%) SQL Server Reporting Services
Development Applications
1 5 (25.00%) Git (software)
2 2 (10.00%) Appium
2 2 (10.00%) Calabash
2 2 (10.00%) Cucumber
2 2 (10.00%) Selenium
2 2 (10.00%) Team Foundation Server
2 2 (10.00%) WebDriver
3 1 (5.00%) TeamCity
General
1 3 (15.00%) Marketing
2 1 (5.00%) Finance
Job Titles
1 9 (45.00%) Developer
2 6 (30.00%) E-Commerce Developer
3 5 (25.00%) .NET Developer
3 5 (25.00%) Analyst
3 5 (25.00%) Lead .NET Developer
3 5 (25.00%) Lead Developer
4 3 (15.00%) Big Data Engineer
4 3 (15.00%) Data Engineer
4 3 (15.00%) Senior Data Engineer
5 2 (10.00%) Automation Engineer
5 2 (10.00%) Business Analyst
5 2 (10.00%) Business Intelligence Developer
5 2 (10.00%) QA Automation Engineer
5 2 (10.00%) QA Engineer
6 1 (5.00%) Business IT Analyst
6 1 (5.00%) Consultant
6 1 (5.00%) GIS Consultant
6 1 (5.00%) Junior
6 1 (5.00%) Senior Analyst
6 1 (5.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 6 (30.00%) .NET
2 5 (25.00%) AngularJS
2 5 (25.00%) RESTful
3 2 (10.00%) MDX
4 1 (5.00%) .NET Core
4 1 (5.00%) ASP.NET Web API
4 1 (5.00%) Gherkin
4 1 (5.00%) PySpark
Miscellaneous
1 2 (10.00%) Computer Science
1 2 (10.00%) Data Structures
Operating Systems
1 4 (20.00%) Linux
Processes & Methodologies
1 8 (40.00%) Agile Software Development
2 7 (35.00%) BDD
2 7 (35.00%) E-Commerce
2 7 (35.00%) TDD
3 6 (30.00%) Microservices
3 6 (30.00%) MVC
3 6 (30.00%) SOLID
4 5 (25.00%) Domain-Driven Design
4 5 (25.00%) ETL
5 4 (20.00%) Business Intelligence
5 4 (20.00%) Mathematics
6 3 (15.00%) OO
7 2 (10.00%) Analytics
7 2 (10.00%) Customer Analysis
7 2 (10.00%) Data Modelling
7 2 (10.00%) Physics
7 2 (10.00%) Statistical Modelling
7 2 (10.00%) Test Automation
7 2 (10.00%) Web Testing
8 1 (5.00%) Kimball Methodology
Programming Languages
1 14 (70.00%) SQL
2 7 (35.00%) C#
3 5 (25.00%) Python
4 3 (15.00%) Java
4 3 (15.00%) Scala
5 2 (10.00%) VBA
6 1 (5.00%) Bash Shell
6 1 (5.00%) PowerShell
6 1 (5.00%) R
6 1 (5.00%) T-SQL
Qualifications
1 6 (30.00%) Degree
2 2 (10.00%) ISEB
2 2 (10.00%) ISTQB
3 1 (5.00%) Numerate Degree
Quality Assurance & Compliance
1 3 (15.00%) QA
Systems Management
1 3 (15.00%) Oozie
Vendors
1 3 (15.00%) Cloudera
1 3 (15.00%) Hortonworks
1 3 (15.00%) Microsoft
2 2 (10.00%) Tableau
3 1 (5.00%) Adobe
3 1 (5.00%) IBM
3 1 (5.00%) Oracle