The table below looks at the statistics for ETL skills in IT jobs advertised for the St Albans region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 36 55 -
Rank change year-on-year
+19 -
Permanent jobs citing ETL 6 7 0
As % of all permanent IT jobs located in St Albans 4.00% 3.30% -
As % of the Processes & Methodologies category 4.41% 3.65% -
Number of salaries quoted 4 6 0
Median salary £53,000 £49,500 -
Median salary % change year-on-year
+7.07% -
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
ETL
Hertfordshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the St Albans region.

Processes & Methodologies Category
St Albans
Permanent IT job ads with a match in the
Processes & Methodologies category
136 192 129
As % of all permanent IT jobs located in St Albans 90.67% 90.57% 84.87%
Number of salaries quoted 134 174 127
Median salary £47,500 £55,000 £45,000
Median salary % change year-on-year
-13.63% +22.22%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in St Albans

The demand trend of job ads across the St Albans region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in St Albans

ETL
Salary Trend in St Albans

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the St Albans region.

ETL Salary Trend in St Albans

ETL
Top 30 Related IT Skills in St Albans

For the 6 months to 27 July 2016, IT jobs citing ETL 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 St Albans region with a requirement for ETL.

1 7 (100.00%) SQL
1 7 (100.00%) T-SQL
1 7 (100.00%) SQL Server
2 6 (85.71%) Business Intelligence
2 6 (85.71%) SQL Server Reporting Services
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) Hadoop
2 6 (85.71%) Tableau
2 6 (85.71%) Big Data
3 5 (71.43%) SQL Server 2012
3 5 (71.43%) SQL Server 2008
3 5 (71.43%) Agile Software Development
4 4 (57.14%) SQL Server 2005
4 4 (57.14%) MDX
4 4 (57.14%) PerformancePoint
4 4 (57.14%) Dimensional Modelling
4 4 (57.14%) SQL Server Analysis Services
4 4 (57.14%) Kimball Methodology
4 4 (57.14%) PowerPivot
4 4 (57.14%) Microsoft
4 4 (57.14%) OLAP
4 4 (57.14%) OLAP Cube
4 4 (57.14%) SDLC
4 4 (57.14%) Power BI
5 3 (42.86%) VB.NET
5 3 (42.86%) .NET
5 3 (42.86%) C#
5 3 (42.86%) Finance
6 2 (28.57%) Stakeholder Management
6 2 (28.57%) Programme Management

ETL
Top Related IT Skills in St Albans 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 2 (28.57%) SAS
2 1 (14.29%) IIS
Applications
1 2 (28.57%) SPSS
Cloud Services
1 1 (14.29%) SaaS
Database & Business Intelligence
1 7 (100.00%) SQL Server
2 6 (85.71%) Big Data
2 6 (85.71%) Hadoop
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) SQL Server Reporting Services
3 5 (71.43%) SQL Server 2008
3 5 (71.43%) SQL Server 2012
4 4 (57.14%) OLAP
4 4 (57.14%) OLAP Cube
4 4 (57.14%) PerformancePoint
4 4 (57.14%) Power BI
4 4 (57.14%) PowerPivot
4 4 (57.14%) SQL Server 2005
4 4 (57.14%) SQL Server Analysis Services
5 2 (28.57%) BusinessObjects
5 2 (28.57%) GIS
6 1 (14.29%) RDBMS
6 1 (14.29%) Relational Database
General
1 3 (42.86%) Finance
Job Titles
1 4 (57.14%) Business Intelligence Developer
1 4 (57.14%) Developer
2 2 (28.57%) Analytics Manager
2 2 (28.57%) Data Analytics Manager
2 2 (28.57%) Data Manager
2 2 (28.57%) Fraud Manager
2 2 (28.57%) Senior Analytics Manager
2 2 (28.57%) Senior Manager
2 2 (28.57%) Senior Technical Manager
2 2 (28.57%) Technical Manager
3 1 (14.29%) Architect
3 1 (14.29%) Cloud Architect
3 1 (14.29%) Cloud Solutions Architect
3 1 (14.29%) SaaS Architect
3 1 (14.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (57.14%) MDX
2 3 (42.86%) .NET
3 1 (14.29%) .NET Framework
3 1 (14.29%) ADO.NET
3 1 (14.29%) ASP.NET
3 1 (14.29%) ASP.NET MVC
3 1 (14.29%) ASP.NET MVC 4
3 1 (14.29%) CSS
3 1 (14.29%) Entity Framework
3 1 (14.29%) HTML
3 1 (14.29%) jQuery
3 1 (14.29%) LINQ
3 1 (14.29%) XML
Miscellaneous
1 2 (28.57%) Analytical Skills
1 2 (28.57%) Visualisation
2 1 (14.29%) N-Tier
Operating Systems
1 1 (14.29%) Windows
1 1 (14.29%) Windows Server
Processes & Methodologies
1 6 (85.71%) Business Intelligence
2 5 (71.43%) Agile Software Development
3 4 (57.14%) Dimensional Modelling
3 4 (57.14%) Kimball Methodology
3 4 (57.14%) SDLC
4 2 (28.57%) Analytics
4 2 (28.57%) Anti-Money Laundering
4 2 (28.57%) Data Analytics
4 2 (28.57%) Data Visualisation
4 2 (28.57%) Programme Management
4 2 (28.57%) Project Management
4 2 (28.57%) Resource Management
4 2 (28.57%) Stakeholder Management
5 1 (14.29%) B2B
5 1 (14.29%) Configuration Management
5 1 (14.29%) MVC
5 1 (14.29%) Presales
5 1 (14.29%) System Testing
5 1 (14.29%) Waterfall
Programming Languages
1 7 (100.00%) SQL
1 7 (100.00%) T-SQL
2 3 (42.86%) C#
2 3 (42.86%) VB.NET
3 2 (28.57%) Java
3 2 (28.57%) Python
4 1 (14.29%) JavaScript
Qualifications
1 2 (28.57%) Degree
Quality Assurance & Compliance
1 1 (14.29%) ISO/IEC 27001
Vendors
1 6 (85.71%) Tableau
2 4 (57.14%) Microsoft
3 2 (28.57%) SAP