The table below looks at the statistics for ETL skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 74 75 91
Rank change year-on-year
+1 +16
Permanent jobs citing ETL 22 25 2
As % of all permanent IT jobs located in Gloucestershire 2.24% 2.40% 0.21%
As % of the Processes & Methodologies category 2.59% 2.83% 0.26%
Number of salaries quoted 15 13 2
Median salary £54,000 £55,000 £38,750
Median salary % change year-on-year
-1.81% +41.93%
90% offered a salary of more than £40,000 £38,500 £37,750
10% offered a salary of more than £55,000 £61,500 £39,750
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Gloucestershire region.

Processes & Methodologies Category
Gloucestershire
Permanent IT job ads with a match in the
Processes & Methodologies category
850 883 771
As % of all permanent IT jobs located in Gloucestershire 86.73% 84.66% 80.15%
Number of salaries quoted 623 723 620
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 £33,850 £30,000 £30,000
10% offered a salary of more than £65,000 £55,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Gloucestershire

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

ETL Jobs Demand Trend in Gloucestershire

ETL
Salary Trend in Gloucestershire

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

ETL Salary Trend in Gloucestershire

ETL
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing ETL across the Gloucestershire region over the 3 months to 29 June 2016.

ETL Salary Histogram in Gloucestershire

ETL
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Gloucestershire region over the 3 months to 29 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucester +7 6 - -
Cheltenham -19 5 £55,000 -4.34%
Cirencester +1 3 £40,000 -30.43%
ETL
South West

ETL
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 29 June 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 Gloucestershire region with a requirement for ETL.

1 39 (95.12%) SQL
2 28 (68.29%) Business Intelligence
3 20 (48.78%) Oracle
3 20 (48.78%) Analytics
4 19 (46.34%) Security Cleared
5 18 (43.90%) Hadoop
5 18 (43.90%) Visualisation
5 18 (43.90%) Data Visualisation
5 18 (43.90%) Big Data
5 18 (43.90%) Data Analysis
5 18 (43.90%) SAS
5 18 (43.90%) Data Analytics
6 17 (41.46%) Python
6 17 (41.46%) Java
6 17 (41.46%) Data Management
7 16 (39.02%) QlikView
7 16 (39.02%) Big Data Analytics
7 16 (39.02%) MongoDB
7 16 (39.02%) NoSQL
7 16 (39.02%) MapReduce
7 16 (39.02%) Tableau
7 16 (39.02%) Scala
7 16 (39.02%) Open Source
7 16 (39.02%) JavaScript
7 16 (39.02%) MySQL
7 16 (39.02%) R
7 16 (39.02%) Amazon Redshift
7 16 (39.02%) Analytical Skills
7 16 (39.02%) Apache Spark
7 16 (39.02%) Parquet

ETL
Top Related IT Skills in Gloucestershire 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 18 (43.90%) SAS
2 16 (39.02%) Apache Spark
3 15 (36.59%) Apache Pig
Applications
1 3 (7.32%) MS Excel
1 3 (7.32%) MS Visio
1 3 (7.32%) OmniGraffle
Business Applications
1 7 (17.07%) SAP Oil and Gas
Cloud Services
1 3 (7.32%) Microsoft Azure
Database & Business Intelligence
1 18 (43.90%) Big Data
1 18 (43.90%) Hadoop
2 16 (39.02%) Amazon Redshift
2 16 (39.02%) MongoDB
2 16 (39.02%) MySQL
2 16 (39.02%) NoSQL
2 16 (39.02%) Parquet
2 16 (39.02%) QlikView
3 15 (36.59%) Apache Hive
3 15 (36.59%) Impala
3 15 (36.59%) Neo4j
4 13 (31.71%) Data Warehouse
4 13 (31.71%) SQL Server
5 12 (29.27%) SQL Server Integration Services
6 6 (14.63%) Data Mart
7 5 (12.20%) RDBMS
7 5 (12.20%) Relational Database
8 4 (9.76%) Star Schema
9 3 (7.32%) OLTP
9 3 (7.32%) Snowflake Schema
Development Applications
1 3 (7.32%) Balsamiq Mockups
1 3 (7.32%) ERwin
2 2 (4.88%) Visual Studio
General
1 9 (21.95%) Finance
2 8 (19.51%) Manufacturing
2 8 (19.51%) Marketing
3 7 (17.07%) Electronics
3 7 (17.07%) Telecoms
4 6 (14.63%) Retail
Job Titles
1 26 (63.41%) Developer
2 22 (53.66%) Analyst
3 16 (39.02%) Data Analyst
3 16 (39.02%) Data Scientist
4 15 (36.59%) Analyst Developer
5 9 (21.95%) Developer Analyst
6 6 (14.63%) Business Integration Analyst
6 6 (14.63%) Business Systems Analyst
6 6 (14.63%) Integration Analyst
6 6 (14.63%) Systems Analyst
7 5 (12.20%) SQL Developer
8 4 (9.76%) Data Migration Specialist
8 4 (9.76%) ETL Specialist
8 4 (9.76%) Migration Specialist
8 4 (9.76%) SSIS Specialist
9 3 (7.32%) Data Warehouse Developer
9 3 (7.32%) SQL DBA
9 3 (7.32%) SQL Server DBA
9 3 (7.32%) SQL Server Developer
9 3 (7.32%) Systems Integration Analyst
Libraries, Frameworks & Software Standards
1 15 (36.59%) JSON
1 15 (36.59%) Spark Streaming
1 15 (36.59%) XML
2 3 (7.32%) HTML
3 2 (4.88%) .NET
3 2 (4.88%) CSS
3 2 (4.88%) J2EE
Miscellaneous
1 18 (43.90%) Visualisation
2 16 (39.02%) Analytical Skills
3 8 (19.51%) Cybercrime
4 7 (17.07%) Management Information System
5 6 (14.63%) Data Integration
6 2 (4.88%) Cyberthreat
Operating Systems
1 2 (4.88%) Linux
1 2 (4.88%) Windows
Processes & Methodologies
1 28 (68.29%) Business Intelligence
2 20 (48.78%) Analytics
3 18 (43.90%) Data Analysis
3 18 (43.90%) Data Analytics
3 18 (43.90%) Data Visualisation
4 17 (41.46%) Data Management
5 16 (39.02%) Big Data Analytics
5 16 (39.02%) MapReduce
5 16 (39.02%) Open Source
5 16 (39.02%) Prototyping
6 15 (36.59%) Data Acquisition
6 15 (36.59%) Machine Learning
6 15 (36.59%) RDF
6 15 (36.59%) Statistical Modelling
7 12 (29.27%) Agile Software Development
8 9 (21.95%) Scrum
9 7 (17.07%) Digital Marketing
9 7 (17.07%) Programme Management
10 6 (14.63%) E-Commerce
10 6 (14.63%) ERP
Programming Languages
1 39 (95.12%) SQL
2 17 (41.46%) Java
2 17 (41.46%) Python
3 16 (39.02%) JavaScript
3 16 (39.02%) R
3 16 (39.02%) Scala
4 9 (21.95%) C
5 4 (9.76%) T-SQL
6 2 (4.88%) SAS Macro
7 1 (2.44%) C#
7 1 (2.44%) C++
7 1 (2.44%) VB
Qualifications
1 19 (46.34%) Security Cleared
2 11 (26.83%) DV Cleared
3 2 (4.88%) Degree
3 2 (4.88%) PMI Certification
3 2 (4.88%) PMP
3 2 (4.88%) SC Cleared
Quality Assurance & Compliance
1 1 (2.44%) Data Quality
Vendors
1 20 (48.78%) Oracle
2 16 (39.02%) Tableau
3 15 (36.59%) TIBCO
4 7 (17.07%) SAP
5 4 (9.76%) Microsoft
6 3 (7.32%) Alteryx
7 2 (4.88%) Cloudera
7 2 (4.88%) i2