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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 66 48 43
Rank change year-on-year
-18 -5
Permanent jobs citing ETL 1 6 6
As % of all permanent IT jobs located in Cheltenham 0.23% 1.85% 2.03%
As % of the Processes & Methodologies category 0.25% 2.01% 2.58%
Number of salaries quoted 1 5 3
Median salary £50,000 £47,500 £30,000
Median salary % change year-on-year
+5.26% +58.33%
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
400 299 233
As % of all permanent IT jobs located in Cheltenham 90.09% 92.28% 78.98%
Number of salaries quoted 332 261 202
Median salary £49,000 £45,000 £42,500
Median salary % change year-on-year
+8.88% +5.88%
90% offered a salary of more than £32,700 £30,000 £27,500
10% offered a salary of more than £62,500 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 29 September 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 6 (100.00%) SQL
1 6 (100.00%) SQL Server Integration Services
2 5 (83.33%) Microsoft
3 4 (66.67%) Data Warehouse
3 4 (66.67%) Business Intelligence
3 4 (66.67%) SQL Server
3 4 (66.67%) SQL Server Analysis Services
3 4 (66.67%) SQL Server Reporting Services
4 3 (50.00%) Data Mart
4 3 (50.00%) Agile Software Development
4 3 (50.00%) Microsoft Azure
4 3 (50.00%) Azure SQL Database
4 3 (50.00%) SQL Server 2012
4 3 (50.00%) Kimball Methodology
4 3 (50.00%) Alteryx
4 3 (50.00%) Relational Database
4 3 (50.00%) Biml
4 3 (50.00%) Refactoring
4 3 (50.00%) OLAP
4 3 (50.00%) RDBMS
4 3 (50.00%) Snowflake Schema
4 3 (50.00%) Star Schema
4 3 (50.00%) ERwin
4 3 (50.00%) Data Modelling
4 3 (50.00%) Scrum
5 2 (33.33%) Migration
5 2 (33.33%) C#
5 2 (33.33%) Data Migration
6 1 (16.67%) Retail
6 1 (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:

Applications
1 1 (16.67%) MS Excel
Cloud Services
1 3 (50.00%) Microsoft Azure
Database & Business Intelligence
1 6 (100.00%) SQL Server Integration Services
2 4 (66.67%) Data Warehouse
2 4 (66.67%) SQL Server
2 4 (66.67%) SQL Server Analysis Services
2 4 (66.67%) SQL Server Reporting Services
3 3 (50.00%) Azure SQL Database
3 3 (50.00%) Biml
3 3 (50.00%) Data Mart
3 3 (50.00%) OLAP
3 3 (50.00%) RDBMS
3 3 (50.00%) Relational Database
3 3 (50.00%) Snowflake Schema
3 3 (50.00%) SQL Server 2012
3 3 (50.00%) Star Schema
4 1 (16.67%) Big Data
4 1 (16.67%) DTS
4 1 (16.67%) MS Access
Development Applications
1 3 (50.00%) ERwin
General
1 1 (16.67%) Manufacturing
1 1 (16.67%) Marketing
1 1 (16.67%) Retail
Job Titles
1 4 (66.67%) Developer
2 3 (50.00%) Data Warehouse Developer
3 2 (33.33%) Business Intelligence Developer
4 1 (16.67%) Analyst
4 1 (16.67%) Business Developer
4 1 (16.67%) Business Intelligence Lead
4 1 (16.67%) Data Analyst
4 1 (16.67%) Data Migration Specialist
4 1 (16.67%) ETL Specialist
4 1 (16.67%) Lead Developer
4 1 (16.67%) Migration Specialist
4 1 (16.67%) Senior Data Analyst
4 1 (16.67%) SQL BI Developer
4 1 (16.67%) SQL Developer
4 1 (16.67%) SQL Server BI Developer
4 1 (16.67%) SQL Server Developer
4 1 (16.67%) SSAS Developer
4 1 (16.67%) SSIS Developer
4 1 (16.67%) SSIS Specialist
4 1 (16.67%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) .NET
1 1 (16.67%) ASP.NET
Miscellaneous
1 1 (16.67%) Management Information System
Processes & Methodologies
1 4 (66.67%) Business Intelligence
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Data Modelling
2 3 (50.00%) Kimball Methodology
2 3 (50.00%) Refactoring
2 3 (50.00%) Scrum
3 2 (33.33%) Data Migration
3 2 (33.33%) Migration
4 1 (16.67%) Data Management
4 1 (16.67%) Document Management
4 1 (16.67%) Information Management
4 1 (16.67%) PLM
Programming Languages
1 6 (100.00%) SQL
2 2 (33.33%) C#
3 1 (16.67%) C++
3 1 (16.67%) Java
3 1 (16.67%) JavaScript
3 1 (16.67%) Python
3 1 (16.67%) VB
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 5 (83.33%) Microsoft
2 3 (50.00%) Alteryx
Cheltenham, Gloucestershire
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