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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 51 35 -
Rank change year-on-year
-16 -
Permanent jobs citing ETL 10 25 0
As % of all permanent IT jobs located in Cheltenham 2.03% 6.07% -
As % of the Processes & Methodologies category 2.29% 7.40% -
Number of salaries quoted 8 8 0
Median salary £40,375 £62,500 -
Median salary % change year-on-year
-35.40% -
UK excluding London median salary £45,000 £45,000 £45,000
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
436 338 318
As % of all permanent IT jobs located in Cheltenham 88.44% 82.04% 90.86%
Number of salaries quoted 280 277 274
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 £35,000 £30,000 £29,000
10% offered a salary of more than £65,000 £55,000 £57,500
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 3 May 2016.

ETL Salary Histogram in Cheltenham

ETL
Top 30 Related IT Skills in Cheltenham

For the 6 months to 3 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 12 (100.00%) SQL
2 9 (75.00%) SQL Server Integration Services
3 6 (50.00%) Data Warehouse
4 5 (41.67%) Business Intelligence
4 5 (41.67%) SQL Server
4 5 (41.67%) Agile Software Development
5 4 (33.33%) Data Migration
5 4 (33.33%) Migration
5 4 (33.33%) Scrum
5 4 (33.33%) Star Schema
5 4 (33.33%) Microsoft
5 4 (33.33%) Data Modelling
6 3 (25.00%) Biml
6 3 (25.00%) Big Data
6 3 (25.00%) Relational Database
6 3 (25.00%) Data Mining
6 3 (25.00%) RDBMS
6 3 (25.00%) Snowflake Schema
6 3 (25.00%) OLAP
6 3 (25.00%) ERwin
6 3 (25.00%) SQL Server Analysis Services
6 3 (25.00%) Microsoft Azure
6 3 (25.00%) Azure SQL Database
6 3 (25.00%) Data Analytics
6 3 (25.00%) SQL Server 2012
6 3 (25.00%) Kimball Methodology
6 3 (25.00%) Analytics
6 3 (25.00%) Alteryx
6 3 (25.00%) Data Mart
6 3 (25.00%) Refactoring

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 (16.67%) SAS
Business Applications
1 1 (8.33%) SAP Oil and Gas
Cloud Services
1 3 (25.00%) Microsoft Azure
2 1 (8.33%) SaaS
Database & Business Intelligence
1 9 (75.00%) SQL Server Integration Services
2 6 (50.00%) Data Warehouse
3 5 (41.67%) SQL Server
4 4 (33.33%) Star Schema
5 3 (25.00%) Azure SQL Database
5 3 (25.00%) Big Data
5 3 (25.00%) Biml
5 3 (25.00%) Data Mart
5 3 (25.00%) Data Mining
5 3 (25.00%) OLAP
5 3 (25.00%) RDBMS
5 3 (25.00%) Relational Database
5 3 (25.00%) Snowflake Schema
5 3 (25.00%) SQL Server 2012
5 3 (25.00%) SQL Server Analysis Services
5 3 (25.00%) SQL Server Reporting Services
6 2 (16.67%) GIS
6 2 (16.67%) Hadoop
Development Applications
1 3 (25.00%) ERwin
2 2 (16.67%) Visual Studio
General
1 2 (16.67%) Finance
1 2 (16.67%) Marketing
2 1 (8.33%) Electronics
2 1 (8.33%) Manufacturing
2 1 (8.33%) Retail
2 1 (8.33%) Telecoms
Job Titles
1 5 (41.67%) Developer
2 4 (33.33%) Data Migration Specialist
2 4 (33.33%) ETL Specialist
2 4 (33.33%) Migration Specialist
2 4 (33.33%) SSIS Specialist
3 3 (25.00%) Data Warehouse Developer
4 2 (16.67%) Big Data Developer
4 2 (16.67%) Big Data Engineer
4 2 (16.67%) Data Engineer
4 2 (16.67%) Security Engineer
5 1 (8.33%) Analyst
5 1 (8.33%) Business Intelligence Developer
5 1 (8.33%) Business Intelligence Lead
5 1 (8.33%) Business Systems Analyst
5 1 (8.33%) Data Manager
5 1 (8.33%) Lead Developer
5 1 (8.33%) Senior Business Analyst
5 1 (8.33%) Senior Business Systems Analyst
5 1 (8.33%) Senior Systems Analyst
5 1 (8.33%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (8.33%) HTML
Miscellaneous
1 2 (16.67%) Cyberthreat
1 2 (16.67%) Visualisation
2 1 (8.33%) Analytical Skills
2 1 (8.33%) Data Integration
Operating Systems
1 2 (16.67%) Linux
1 2 (16.67%) Windows
Processes & Methodologies
1 5 (41.67%) Agile Software Development
1 5 (41.67%) Business Intelligence
2 4 (33.33%) Data Migration
2 4 (33.33%) Data Modelling
2 4 (33.33%) Migration
2 4 (33.33%) Scrum
3 3 (25.00%) Analytics
3 3 (25.00%) Data Analytics
3 3 (25.00%) Kimball Methodology
3 3 (25.00%) Refactoring
4 2 (16.67%) Data Analysis
4 2 (16.67%) Data Architecture
4 2 (16.67%) Data Engineering
4 2 (16.67%) Data Visualisation
4 2 (16.67%) PLM
5 1 (8.33%) Data Management
5 1 (8.33%) Digital Marketing
5 1 (8.33%) Direct Marketing
5 1 (8.33%) E-Commerce
5 1 (8.33%) Programme Management
Programming Languages
1 12 (100.00%) SQL
2 2 (16.67%) SAS Macro
Qualifications
1 2 (16.67%) DV Cleared
1 2 (16.67%) SC Cleared
1 2 (16.67%) Security Cleared
Vendors
1 4 (33.33%) Microsoft
2 3 (25.00%) Alteryx
3 2 (16.67%) Cloudera
3 2 (16.67%) i2
3 2 (16.67%) Oracle
4 1 (8.33%) SAP