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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 57 42 49
Rank change year-on-year
-15 +7
Permanent jobs citing ETL 2 11 3
As % of all permanent IT jobs located in Cheltenham 0.51% 3.72% 1.02%
As % of the Processes & Methodologies category 0.58% 4.10% 1.33%
Number of salaries quoted 2 5 0
Median salary £47,500 £57,500 -
Median salary % change year-on-year
-17.39% -
UK excluding London median salary £45,000 £47,000 £45,000
% change year-on-year
-4.25% +4.44%
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
343 268 226
As % of all permanent IT jobs located in Cheltenham 88.17% 90.54% 76.87%
Number of salaries quoted 283 248 192
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £35,000 £29,000 £30,000
10% offered a salary of more than £65,000 £55,000 £61,600
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
Top 30 Related IT Skills in Cheltenham

For the 6 months to 30 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 Cheltenham region with a requirement for ETL.

1 12 (100.00%) SQL
2 10 (83.33%) SQL Server Integration Services
3 6 (50.00%) Data Warehouse
3 6 (50.00%) SQL Server
4 5 (41.67%) Microsoft
4 5 (41.67%) Data Migration
4 5 (41.67%) Migration
5 4 (33.33%) SQL Server Reporting Services
5 4 (33.33%) SQL Server Analysis Services
5 4 (33.33%) Business Intelligence
6 3 (25.00%) Biml
6 3 (25.00%) SQL Server 2012
6 3 (25.00%) Kimball Methodology
6 3 (25.00%) Alteryx
6 3 (25.00%) Relational Database
6 3 (25.00%) RDBMS
6 3 (25.00%) Snowflake Schema
6 3 (25.00%) Star Schema
6 3 (25.00%) Data Modelling
6 3 (25.00%) ERwin
6 3 (25.00%) OLAP
6 3 (25.00%) Big Data
6 3 (25.00%) Microsoft Azure
6 3 (25.00%) Azure SQL Database
6 3 (25.00%) Refactoring
6 3 (25.00%) Data Mart
6 3 (25.00%) Agile Software Development
6 3 (25.00%) Scrum
6 3 (25.00%) PLM
7 2 (16.67%) Data Management

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
Applications
1 1 (8.33%) MS Excel
Cloud Services
1 3 (25.00%) Microsoft Azure
Database & Business Intelligence
1 10 (83.33%) SQL Server Integration Services
2 6 (50.00%) Data Warehouse
2 6 (50.00%) SQL Server
3 4 (33.33%) SQL Server Analysis Services
3 4 (33.33%) SQL Server Reporting Services
4 3 (25.00%) Azure SQL Database
4 3 (25.00%) Big Data
4 3 (25.00%) Biml
4 3 (25.00%) Data Mart
4 3 (25.00%) OLAP
4 3 (25.00%) RDBMS
4 3 (25.00%) Relational Database
4 3 (25.00%) Snowflake Schema
4 3 (25.00%) SQL Server 2012
4 3 (25.00%) Star Schema
5 2 (16.67%) Data Mining
5 2 (16.67%) GIS
5 2 (16.67%) Hadoop
6 1 (8.33%) DTS
6 1 (8.33%) MS Access
Development Applications
1 3 (25.00%) ERwin
2 2 (16.67%) Visual Studio
General
1 2 (16.67%) Marketing
2 1 (8.33%) Manufacturing
2 1 (8.33%) Retail
Job Titles
1 6 (50.00%) 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%) Business Intelligence Developer
4 2 (16.67%) Data Engineer
4 2 (16.67%) Security Engineer
5 1 (8.33%) Business Intelligence Lead
5 1 (8.33%) Senior Data Analyst
5 1 (8.33%) SQL BI Developer
5 1 (8.33%) SQL Developer
5 1 (8.33%) SQL Server BI Developer
5 1 (8.33%) SQL Server Developer
5 1 (8.33%) SSAS Developer
5 1 (8.33%) SSIS Developer
5 1 (8.33%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (8.33%) .NET
1 1 (8.33%) ASP.NET
1 1 (8.33%) HTML
Miscellaneous
1 2 (16.67%) Cyberthreat
1 2 (16.67%) Visualisation
2 1 (8.33%) Management Information System
Operating Systems
1 2 (16.67%) Linux
1 2 (16.67%) Windows
Processes & Methodologies
1 5 (41.67%) Data Migration
1 5 (41.67%) Migration
2 4 (33.33%) Business Intelligence
3 3 (25.00%) Agile Software Development
3 3 (25.00%) Data Modelling
3 3 (25.00%) Kimball Methodology
3 3 (25.00%) PLM
3 3 (25.00%) Refactoring
3 3 (25.00%) Scrum
4 2 (16.67%) Analytics
4 2 (16.67%) Data Analysis
4 2 (16.67%) Data Analytics
4 2 (16.67%) Data Architecture
4 2 (16.67%) Data Engineering
4 2 (16.67%) Data Management
4 2 (16.67%) Data Visualisation
4 2 (16.67%) Virtual Environments
5 1 (8.33%) Direct Marketing
5 1 (8.33%) Document Management
5 1 (8.33%) Information Management
Programming Languages
1 12 (100.00%) SQL
2 2 (16.67%) C#
2 2 (16.67%) SAS Macro
3 1 (8.33%) C++
3 1 (8.33%) Java
3 1 (8.33%) JavaScript
3 1 (8.33%) Python
3 1 (8.33%) VB
Qualifications
1 2 (16.67%) DV Cleared
1 2 (16.67%) SC Cleared
1 2 (16.67%) Security Cleared
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Vendors
1 5 (41.67%) Microsoft
2 3 (25.00%) Alteryx
3 2 (16.67%) Cloudera
3 2 (16.67%) i2
3 2 (16.67%) Oracle