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

3 months to
6 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 39 48 -
Rank change year-on-year
+9 -
Permanent jobs citing ETL 8 3 0
As % of all permanent IT jobs located in Gloucester 3.07% 0.93% -
As % of the Processes & Methodologies category 3.45% 1.07% -
Number of salaries quoted 2 3 0
Median salary £44,500 £40,000 -
Median salary % change year-on-year
+11.25% -
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 Gloucester region.

Processes & Methodologies Category
Gloucester
Permanent IT job ads with a match in the
Processes & Methodologies category
232 280 123
As % of all permanent IT jobs located in Gloucester 88.89% 86.96% 70.69%
Number of salaries quoted 129 236 117
Median salary £50,000 £50,000 £40,000
Median salary % change year-on-year
- +25.00%
90% offered a salary of more than £32,500 £30,000 £31,000
10% offered a salary of more than £75,000 £52,500 £70,000
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
Salary Histogram in Gloucester

This chart provides a salary histogram for IT jobs citing ETL across the Gloucester region over the 3 months to 6 May 2016.

ETL Salary Histogram in Gloucester

ETL
Top 30 Related IT Skills in Gloucester

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

1 10 (90.91%) Oracle
1 10 (90.91%) Security Cleared
1 10 (90.91%) Analytics
2 9 (81.82%) Cybercrime
3 8 (72.73%) SQL
3 8 (72.73%) Business Intelligence
4 7 (63.64%) RDF
4 7 (63.64%) TIBCO
4 7 (63.64%) Data Management
4 7 (63.64%) Java
4 7 (63.64%) JavaScript
4 7 (63.64%) XML
4 7 (63.64%) Python
4 7 (63.64%) MySQL
4 7 (63.64%) SAS
4 7 (63.64%) Apache Pig
4 7 (63.64%) Amazon Redshift
4 7 (63.64%) Impala
4 7 (63.64%) Analytical Skills
4 7 (63.64%) Apache Spark
4 7 (63.64%) Spark Streaming
4 7 (63.64%) Scala
4 7 (63.64%) Hadoop
4 7 (63.64%) Visualisation
4 7 (63.64%) Open Source
4 7 (63.64%) Neo4j
4 7 (63.64%) Machine Learning
4 7 (63.64%) Big Data
4 7 (63.64%) Big Data Analytics
4 7 (63.64%) Statistical Modelling

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 (63.64%) Apache Pig
1 7 (63.64%) Apache Spark
1 7 (63.64%) SAS
Applications
1 1 (9.09%) MS Excel
Database & Business Intelligence
1 7 (63.64%) Amazon Redshift
1 7 (63.64%) Apache Hive
1 7 (63.64%) Big Data
1 7 (63.64%) Hadoop
1 7 (63.64%) Impala
1 7 (63.64%) MongoDB
1 7 (63.64%) MySQL
1 7 (63.64%) Neo4j
1 7 (63.64%) NoSQL
1 7 (63.64%) Parquet
1 7 (63.64%) QlikView
2 4 (36.36%) Data Warehouse
2 4 (36.36%) SQL Server
3 3 (27.27%) RDBMS
3 3 (27.27%) Relational Database
4 1 (9.09%) SQL Server Integration Services
General
1 3 (27.27%) Finance
Job Titles
1 8 (72.73%) Developer
2 7 (63.64%) Analyst
2 7 (63.64%) Analyst Developer
2 7 (63.64%) Data Analyst
2 7 (63.64%) Data Scientist
3 3 (27.27%) Project Manager
3 3 (27.27%) Software Manager
3 3 (27.27%) Software Project Manager
4 1 (9.09%) Developer Analyst
4 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (63.64%) JSON
1 7 (63.64%) Spark Streaming
1 7 (63.64%) XML
2 3 (27.27%) .NET
2 3 (27.27%) CSS
2 3 (27.27%) HTML
2 3 (27.27%) J2EE
Miscellaneous
1 9 (81.82%) Cybercrime
2 7 (63.64%) Analytical Skills
2 7 (63.64%) Visualisation
3 6 (54.55%) Management Information System
Processes & Methodologies
1 10 (90.91%) Analytics
2 8 (72.73%) Business Intelligence
3 7 (63.64%) Big Data Analytics
3 7 (63.64%) Data Acquisition
3 7 (63.64%) Data Analysis
3 7 (63.64%) Data Analytics
3 7 (63.64%) Data Management
3 7 (63.64%) Data Visualisation
3 7 (63.64%) Machine Learning
3 7 (63.64%) MapReduce
3 7 (63.64%) Open Source
3 7 (63.64%) RDF
3 7 (63.64%) Statistical Modelling
4 3 (27.27%) Business Development
4 3 (27.27%) Change Control
4 3 (27.27%) Document Management
4 3 (27.27%) Front End Development
4 3 (27.27%) Performance Management
4 3 (27.27%) Project Management
4 3 (27.27%) Waterfall
Programming Languages
1 8 (72.73%) SQL
2 7 (63.64%) Java
2 7 (63.64%) JavaScript
2 7 (63.64%) Python
2 7 (63.64%) R
2 7 (63.64%) Scala
3 1 (9.09%) C
Qualifications
1 10 (90.91%) Security Cleared
2 3 (27.27%) PMI Certification
2 3 (27.27%) PMP
3 1 (9.09%) Degree
3 1 (9.09%) DV Cleared
Vendors
1 10 (90.91%) Oracle
2 7 (63.64%) Tableau
2 7 (63.64%) TIBCO