Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hammersmith with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West London > Hammersmith
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 47 27 -
Rank change year-on-year -20 - +37
Permanent jobs citing Data Modelling 8 1 0
As % of all permanent IT jobs advertised in Hammersmith 2.48% 0.87% -
As % of the Processes & Methodologies category 2.68% 0.96% -
Number of salaries quoted 5 1 0
Hammersmith median annual salary £60,000 £67,500 -
Median salary % change year-on-year -11.11% - -
West London median annual salary £57,500 £61,250 £52,500
% change year-on-year -6.12% +16.67% -4.55%

Data Modelling 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 Hammersmith with a requirement for process or methodology skills.

All Process and Methodology Skills
Hammersmith
Permanent vacancies with a requirement for process or methodology skills 298 104 181
As % of all permanent IT jobs advertised in Hammersmith 92.55% 90.43% 90.05%
Number of salaries quoted 257 102 162
Hammersmith median annual salary £55,000 £55,000 £51,500
Median salary % change year-on-year - +6.80% +14.44%
10th Percentile £38,150 £36,250 £36,250
90th Percentile £76,250 £69,875 £68,625
West London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

Data Modelling
Job Vacancy Trend in Hammersmith

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

Job vacancy trend for Data Modelling in Hammersmith

Data Modelling
Salary Trend in Hammersmith

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

Salary trend for Data Modelling in Hammersmith

Data Modelling
Salary Histogram in Hammersmith

The salary distribution of IT jobs citing Data Modelling in Hammersmith over the 6 months to 18 November 2017.

Salary histogram for Data Modelling in Hammersmith

For the 6 months to 18 November 2017, IT jobs citing Data Modelling 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 Data Modelling.

1 5 (62.50%) SQL
1 5 (62.50%) ETL
1 5 (62.50%) Relational Database
2 4 (50.00%) Agile Software Development
2 4 (50.00%) Data Warehouse
3 3 (37.50%) Informatica
3 3 (37.50%) Data Integration
3 3 (37.50%) Microsoft Azure
3 3 (37.50%) Enterprise Data Warehouse
3 3 (37.50%) Data Lake
3 3 (37.50%) Collaborative Working
4 2 (25.00%) Wireframes
4 2 (25.00%) Microsoft
4 2 (25.00%) User Stories
4 2 (25.00%) SDLC
4 2 (25.00%) Test Automation
4 2 (25.00%) Continuous Improvement
4 2 (25.00%) Retail
4 2 (25.00%) Regression Testing
4 2 (25.00%) Management Information System
4 2 (25.00%) Business Analysis
4 2 (25.00%) ISTQB
4 2 (25.00%) Project Planning
4 2 (25.00%) Project Management
4 2 (25.00%) Business Intelligence
4 2 (25.00%) Java
4 2 (25.00%) .NET
5 1 (12.50%) Oracle
5 1 (12.50%) SQL Server
5 1 (12.50%) Linux

Data Modelling
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 1 (12.50%) Apache Spark
1 1 (12.50%) SAS
Cloud Services
1 3 (37.50%) Microsoft Azure
Database & Business Intelligence
1 5 (62.50%) Relational Database
2 4 (50.00%) Data Warehouse
3 3 (37.50%) Data Lake
3 3 (37.50%) Enterprise Data Warehouse
4 1 (12.50%) Azure SQL Data Warehouse
4 1 (12.50%) Big Data
4 1 (12.50%) Hadoop
4 1 (12.50%) SQL Server
4 1 (12.50%) SQL Server 2012
4 1 (12.50%) SQL Server 2014
4 1 (12.50%) SQL Server 2016
4 1 (12.50%) SQL Server Analysis Services
4 1 (12.50%) SQL Server Integration Services
4 1 (12.50%) SQL Server Reporting Services
Development Applications
1 1 (12.50%) Git (software)
1 1 (12.50%) Team Foundation Server
1 1 (12.50%) TeamCity
General
1 2 (25.00%) Retail
Job Titles
1 3 (37.50%) Developer
2 2 (25.00%) .NET Project Manager
2 2 (25.00%) Business Intelligence Developer
2 2 (25.00%) Project Manager
2 2 (25.00%) Test Engineer
3 1 (12.50%) Analyst
3 1 (12.50%) Business Analyst
3 1 (12.50%) Business Developer
3 1 (12.50%) Informatica Engineer
3 1 (12.50%) Senior Developer
3 1 (12.50%) SQL BI Developer
3 1 (12.50%) SQL Developer
3 1 (12.50%) SQL Server BI Developer
3 1 (12.50%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) .NET
2 1 (12.50%) MDX
2 1 (12.50%) PySpark
Miscellaneous
1 2 (25.00%) Management Information System
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Data Structures
Operating Systems
1 1 (12.50%) Linux
Processes & Methodologies
1 5 (62.50%) ETL
2 4 (50.00%) Agile Software Development
3 3 (37.50%) Collaborative Working
3 3 (37.50%) Data Integration
4 2 (25.00%) Business Analysis
4 2 (25.00%) Business Intelligence
4 2 (25.00%) Continuous Improvement
4 2 (25.00%) Project Management
4 2 (25.00%) Project Planning
4 2 (25.00%) Regression Testing
4 2 (25.00%) SDLC
4 2 (25.00%) Test Automation
4 2 (25.00%) User Stories
4 2 (25.00%) Wireframes
5 1 (12.50%) Kimball Methodology
5 1 (12.50%) Release Management
5 1 (12.50%) Validation
Programming Languages
1 5 (62.50%) SQL
2 2 (25.00%) Java
3 1 (12.50%) Bash Shell
3 1 (12.50%) Python
3 1 (12.50%) T-SQL
3 1 (12.50%) VBA
Qualifications
1 2 (25.00%) ISTQB
Quality Assurance & Compliance
1 1 (12.50%) QA
Vendors
1 3 (37.50%) Informatica
2 2 (25.00%) Microsoft
3 1 (12.50%) IBM
3 1 (12.50%) Netezza
3 1 (12.50%) Oracle