Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Epsom 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Surrey > Epsom
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 25 30 38
Rank change year-on-year +5 +8 -5
Permanent jobs citing Data Modelling 8 4 3
As % of all permanent IT jobs advertised in Epsom 5.48% 2.63% 1.63%
As % of the Processes & Methodologies category 6.84% 3.48% 1.88%
Number of salaries quoted 8 4 3
Epsom median annual salary £50,000 £75,000 £57,500
Median salary % change year-on-year -33.33% +30.43% -11.54%
10th Percentile £46,250 £68,250 £35,750
90th Percentile £52,500 £81,750 £61,250
Surrey median annual salary £60,000 £51,250 £50,000
% change year-on-year +17.07% +2.50% -13.04%

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 Epsom with a requirement for process or methodology skills.

All Process and Methodology Skills
Epsom
Permanent vacancies with a requirement for process or methodology skills 117 115 160
As % of all permanent IT jobs advertised in Epsom 80.14% 75.66% 86.96%
Number of salaries quoted 102 110 129
Epsom median annual salary £39,250 £44,000 £42,500
Median salary % change year-on-year -10.80% +3.53% -2.86%
10th Percentile £26,250 £25,750 £26,250
90th Percentile £57,500 £75,500 £62,500
Surrey median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Modelling
Job Vacancy Trend in Epsom

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

Job vacancy trend for Data Modelling in Epsom

Data Modelling
Salary Trend in Epsom

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

Salary trend for Data Modelling in Epsom

For the 6 months to 21 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 Epsom region with a requirement for Data Modelling.

1 8 (100.00%) SQL
1 8 (100.00%) SQL Server
1 8 (100.00%) SAP
1 8 (100.00%) Data Warehouse
1 8 (100.00%) ETL
1 8 (100.00%) Business Intelligence
1 8 (100.00%) BusinessObjects
1 8 (100.00%) Programme Management
1 8 (100.00%) SQL Server Integration Services
1 8 (100.00%) Kimball Methodology
1 8 (100.00%) Enterprise Software
1 8 (100.00%) SQL Server Management Studio (SSMS)
2 6 (75.00%) Power BI
2 6 (75.00%) Relational Database
2 6 (75.00%) SQL Server Analysis Services
2 6 (75.00%) SQL Server 2012
3 4 (50.00%) QlikView
3 4 (50.00%) SQL Server Reporting Services
3 4 (50.00%) Microsoft
3 4 (50.00%) Qlik Sense

Data Modelling
Co-occurring IT Skills in Epsom 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:

Database & Business Intelligence
1 8 (100.00%) BusinessObjects
1 8 (100.00%) Data Warehouse
1 8 (100.00%) SQL Server
1 8 (100.00%) SQL Server Integration Services
2 6 (75.00%) Power BI
2 6 (75.00%) Relational Database
2 6 (75.00%) SQL Server 2012
2 6 (75.00%) SQL Server Analysis Services
3 4 (50.00%) Qlik Sense
3 4 (50.00%) QlikView
3 4 (50.00%) SQL Server Reporting Services
Development Applications
1 8 (100.00%) SQL Server Management Studio (SSMS)
Job Titles
1 8 (100.00%) Developer
1 8 (100.00%) SSIS Developer
2 4 (50.00%) Business Intelligence Developer
2 4 (50.00%) SQL Developer
2 4 (50.00%) SSRS Developer
3 2 (25.00%) Data Warehouse Developer
3 2 (25.00%) ETL Developer
Miscellaneous
1 8 (100.00%) Enterprise Software
Processes & Methodologies
1 8 (100.00%) Business Intelligence
1 8 (100.00%) ETL
1 8 (100.00%) Kimball Methodology
1 8 (100.00%) Programme Management
Programming Languages
1 8 (100.00%) SQL
Vendors
1 8 (100.00%) SAP
2 4 (50.00%) Microsoft