The table below looks at the statistics for ETL skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 56 42 -
Rank change year-on-year
-14 -
Permanent jobs citing ETL 7 16 0
As % of all permanent IT jobs located in Cheltenham 1.48% 4.12% -
As % of the Processes & Methodologies category 1.68% 4.91% -
Number of salaries quoted 6 5 0
Median salary £47,625 £62,500 -
Median salary % change year-on-year
-23.80% -
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
ETL
Gloucestershire

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

Processes & Methodologies Category
Cheltenham
Permanent IT job ads with a match in the
Processes & Methodologies category
417 326 316
As % of all permanent IT jobs located in Cheltenham 88.35% 84.02% 88.02%
Number of salaries quoted 287 282 268
Median salary £47,500 £42,500 £40,000
Median salary % change year-on-year
+11.76% +6.25%
90% offered a salary of more than £33,633 £30,000 £30,000
10% offered a salary of more than £60,500 £54,000 £52,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Cheltenham

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

ETL Jobs Demand Trend in Cheltenham

ETL
Salary Trend in Cheltenham

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

ETL Salary Trend in Cheltenham

ETL
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing ETL across the Cheltenham region over the 3 months to 24 May 2016.

ETL Salary Histogram in Cheltenham

ETL
Top 30 Related IT Skills in Cheltenham

For the 6 months to 24 May 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 Cheltenham region with a requirement for ETL.

1 11 (100.00%) SQL
2 8 (72.73%) SQL Server Integration Services
3 5 (45.45%) SQL Server
3 5 (45.45%) Data Warehouse
4 4 (36.36%) Migration
4 4 (36.36%) Scrum
4 4 (36.36%) Business Intelligence
4 4 (36.36%) Agile Software Development
4 4 (36.36%) Data Migration
5 3 (27.27%) Biml
5 3 (27.27%) Relational Database
5 3 (27.27%) Data Mart
5 3 (27.27%) SQL Server Analysis Services
5 3 (27.27%) Microsoft Azure
5 3 (27.27%) Azure SQL Database
5 3 (27.27%) SQL Server 2012
5 3 (27.27%) Kimball Methodology
5 3 (27.27%) Alteryx
5 3 (27.27%) SQL Server Reporting Services
5 3 (27.27%) Refactoring
5 3 (27.27%) RDBMS
5 3 (27.27%) Snowflake Schema
5 3 (27.27%) Star Schema
5 3 (27.27%) Microsoft
5 3 (27.27%) Data Modelling
5 3 (27.27%) OLAP
5 3 (27.27%) ERwin
6 2 (18.18%) PLM
6 2 (18.18%) GIS
6 2 (18.18%) Visual Studio

ETL
Top Related IT Skills in Cheltenham 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 (18.18%) SAS
Business Applications
1 1 (9.09%) SAP Oil and Gas
Cloud Services
1 3 (27.27%) Microsoft Azure
2 1 (9.09%) SaaS
Database & Business Intelligence
1 8 (72.73%) SQL Server Integration Services
2 5 (45.45%) Data Warehouse
2 5 (45.45%) SQL Server
3 3 (27.27%) Azure SQL Database
3 3 (27.27%) Biml
3 3 (27.27%) Data Mart
3 3 (27.27%) OLAP
3 3 (27.27%) RDBMS
3 3 (27.27%) Relational Database
3 3 (27.27%) Snowflake Schema
3 3 (27.27%) SQL Server 2012
3 3 (27.27%) SQL Server Analysis Services
3 3 (27.27%) SQL Server Reporting Services
3 3 (27.27%) Star Schema
4 2 (18.18%) Big Data
4 2 (18.18%) Data Mining
4 2 (18.18%) GIS
4 2 (18.18%) Hadoop
Development Applications
1 3 (27.27%) ERwin
2 2 (18.18%) Visual Studio
General
1 2 (18.18%) Marketing
2 1 (9.09%) Electronics
2 1 (9.09%) Finance
2 1 (9.09%) Manufacturing
2 1 (9.09%) Retail
2 1 (9.09%) Telecoms
Job Titles
1 5 (45.45%) Developer
2 4 (36.36%) Data Migration Specialist
2 4 (36.36%) ETL Specialist
2 4 (36.36%) Migration Specialist
2 4 (36.36%) SSIS Specialist
3 3 (27.27%) Data Warehouse Developer
4 2 (18.18%) Big Data Developer
4 2 (18.18%) Big Data Engineer
4 2 (18.18%) Data Engineer
4 2 (18.18%) Security Engineer
5 1 (9.09%) Analyst
5 1 (9.09%) Business Intelligence Developer
5 1 (9.09%) Business Intelligence Lead
5 1 (9.09%) Business Systems Analyst
5 1 (9.09%) Lead Developer
5 1 (9.09%) Senior Analyst
5 1 (9.09%) Senior Business Analyst
5 1 (9.09%) Senior Business Systems Analyst
5 1 (9.09%) Senior Systems Analyst
5 1 (9.09%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (9.09%) HTML
Miscellaneous
1 2 (18.18%) Cyberthreat
1 2 (18.18%) Visualisation
Operating Systems
1 2 (18.18%) Linux
1 2 (18.18%) Windows
Processes & Methodologies
1 4 (36.36%) Agile Software Development
1 4 (36.36%) Business Intelligence
1 4 (36.36%) Data Migration
1 4 (36.36%) Migration
1 4 (36.36%) Scrum
2 3 (27.27%) Data Modelling
2 3 (27.27%) Kimball Methodology
2 3 (27.27%) Refactoring
3 2 (18.18%) Analytics
3 2 (18.18%) Data Analysis
3 2 (18.18%) Data Analytics
3 2 (18.18%) Data Architecture
3 2 (18.18%) Data Engineering
3 2 (18.18%) Data Visualisation
3 2 (18.18%) PLM
4 1 (9.09%) Data Management
4 1 (9.09%) Digital Marketing
4 1 (9.09%) Direct Marketing
4 1 (9.09%) Kanban
4 1 (9.09%) Programme Management
Programming Languages
1 11 (100.00%) SQL
2 2 (18.18%) SAS Macro
Qualifications
1 2 (18.18%) DV Cleared
1 2 (18.18%) SC Cleared
1 2 (18.18%) Security Cleared
Vendors
1 3 (27.27%) Alteryx
1 3 (27.27%) Microsoft
2 2 (18.18%) Cloudera
2 2 (18.18%) i2
2 2 (18.18%) Oracle
3 1 (9.09%) SAP