The table below looks at the statistics for ETL skills in IT jobs advertised for the Gloucester region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 43 44 39
Rank change year-on-year
+1 -5
Permanent jobs citing ETL 1 1 1
As % of all permanent IT jobs located in Gloucester 0.41% 0.37% 0.55%
As % of the Processes & Methodologies category 0.51% 0.46% 0.72%
Number of salaries quoted 0 1 1
Median salary - £55,000 £37,500
Median salary % change year-on-year
- +46.66%
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
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 Gloucester region.

Processes & Methodologies Category
Gloucester
Permanent IT job ads with a match in the
Processes & Methodologies category
196 216 139
As % of all permanent IT jobs located in Gloucester 80.66% 80.60% 75.96%
Number of salaries quoted 152 202 108
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £52,500 £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 Gloucester

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

ETL Jobs Demand Trend in Gloucester

ETL
Salary Trend in Gloucester

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

ETL Salary Trend in Gloucester

ETL
Top 30 Related IT Skills in Gloucester

For the 6 months to 23 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 Gloucester region with a requirement for ETL.

1 8 (100.00%) SQL
1 8 (100.00%) Business Intelligence
2 7 (87.50%) RDF
2 7 (87.50%) TIBCO
2 7 (87.50%) Java
2 7 (87.50%) JavaScript
2 7 (87.50%) SAS
2 7 (87.50%) MySQL
2 7 (87.50%) Oracle
2 7 (87.50%) XML
2 7 (87.50%) Python
2 7 (87.50%) Security Cleared
2 7 (87.50%) Scala
2 7 (87.50%) Hadoop
2 7 (87.50%) Visualisation
2 7 (87.50%) Open Source
2 7 (87.50%) Apache Hive
2 7 (87.50%) MongoDB
2 7 (87.50%) NoSQL
2 7 (87.50%) R
2 7 (87.50%) Data Visualisation
2 7 (87.50%) MapReduce
2 7 (87.50%) Tableau
2 7 (87.50%) Neo4j
2 7 (87.50%) Machine Learning
2 7 (87.50%) Big Data
2 7 (87.50%) Big Data Analytics
2 7 (87.50%) Statistical Modelling
2 7 (87.50%) Data Analytics
2 7 (87.50%) Analytics

ETL
Top Related IT Skills in Gloucester 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 7 (87.50%) Apache Pig
1 7 (87.50%) Apache Spark
1 7 (87.50%) SAS
Applications
1 1 (12.50%) MS Excel
Database & Business Intelligence
1 7 (87.50%) Amazon Redshift
1 7 (87.50%) Apache Hive
1 7 (87.50%) Big Data
1 7 (87.50%) Hadoop
1 7 (87.50%) Impala
1 7 (87.50%) MongoDB
1 7 (87.50%) MySQL
1 7 (87.50%) Neo4j
1 7 (87.50%) NoSQL
1 7 (87.50%) Parquet
1 7 (87.50%) QlikView
2 1 (12.50%) Data Warehouse
2 1 (12.50%) SQL Server
2 1 (12.50%) SQL Server Integration Services
Job Titles
1 8 (100.00%) Developer
2 7 (87.50%) Analyst
2 7 (87.50%) Analyst Developer
2 7 (87.50%) Data Analyst
2 7 (87.50%) Data Scientist
3 1 (12.50%) Developer Analyst
3 1 (12.50%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (87.50%) JSON
1 7 (87.50%) Spark Streaming
1 7 (87.50%) XML
Miscellaneous
1 7 (87.50%) Analytical Skills
1 7 (87.50%) Visualisation
2 6 (75.00%) Cybercrime
2 6 (75.00%) Management Information System
Processes & Methodologies
1 8 (100.00%) Business Intelligence
2 7 (87.50%) Analytics
2 7 (87.50%) Big Data Analytics
2 7 (87.50%) Data Acquisition
2 7 (87.50%) Data Analysis
2 7 (87.50%) Data Analytics
2 7 (87.50%) Data Management
2 7 (87.50%) Data Visualisation
2 7 (87.50%) Machine Learning
2 7 (87.50%) MapReduce
2 7 (87.50%) Open Source
2 7 (87.50%) Prototyping
2 7 (87.50%) RDF
2 7 (87.50%) Statistical Modelling
Programming Languages
1 8 (100.00%) SQL
2 7 (87.50%) Java
2 7 (87.50%) JavaScript
2 7 (87.50%) Python
2 7 (87.50%) R
2 7 (87.50%) Scala
3 1 (12.50%) C
Qualifications
1 7 (87.50%) Security Cleared
2 1 (12.50%) Degree
2 1 (12.50%) DV Cleared
Vendors
1 7 (87.50%) Oracle
1 7 (87.50%) Tableau
1 7 (87.50%) TIBCO