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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 95 59 93
Rank change year-on-year
-36 +34
Permanent jobs citing ETL 14 36 12
As % of all permanent IT jobs located in Gloucestershire 1.19% 3.63% 1.03%
As % of the Processes & Methodologies category 1.34% 4.04% 1.23%
Number of salaries quoted 10 29 3
Median salary £65,000 £45,000 £30,000
Median salary % change year-on-year
+44.44% +50.00%
90% offered a salary of more than £32,500 £42,400 £28,000
10% offered a salary of more than £70,000 £62,500 £42,000
UK excluding London median salary £45,000 £45,000 £45,000
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
1046 891 978
As % of all permanent IT jobs located in Gloucestershire 89.10% 89.82% 83.95%
Number of salaries quoted 874 690 822
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,620 £32,000 £29,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 4 December 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 4 December 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
Cirencester +11 4 - -
Cheltenham -15 4 £65,000 +36.84%
ETL
South West

ETL
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 4 December 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 16 (76.19%) SQL
2 11 (52.38%) Business Intelligence
3 10 (47.62%) Data Modelling
4 9 (42.86%) XML
5 8 (38.10%) Java
6 7 (33.33%) SQL Server
6 7 (33.33%) Data Management
7 6 (28.57%) SQL Server Integration Services
7 6 (28.57%) Data Architecture
7 6 (28.57%) Scrum
7 6 (28.57%) Agile Software Development
7 6 (28.57%) XSD
7 6 (28.57%) Data Warehouse
8 5 (23.81%) E-Commerce
8 5 (23.81%) Oracle
8 5 (23.81%) Big Data
9 4 (19.05%) Master Data Management
9 4 (19.05%) Data Visualisation
9 4 (19.05%) Data Governance
9 4 (19.05%) Visualisation
9 4 (19.05%) Hadoop
9 4 (19.05%) Data Integration
9 4 (19.05%) MySQL
9 4 (19.05%) T-SQL
9 4 (19.05%) Microsoft
9 4 (19.05%) Apache Spark
9 4 (19.05%) Logical Data Model
9 4 (19.05%) Physical Data Model
10 3 (14.29%) Boomi
10 3 (14.29%) AtomSphere

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 4 (19.05%) Apache Spark
2 2 (9.52%) Confluence
2 2 (9.52%) Oracle SOA Suite
3 1 (4.76%) Apache Pig
3 1 (4.76%) SAS
Applications
1 3 (14.29%) MS Excel
2 2 (9.52%) Gliffy
2 2 (9.52%) MS Visio
2 2 (9.52%) OmniGraffle
Business Applications
1 2 (9.52%) SAP Oil and Gas
Cloud Services
1 3 (14.29%) AtomSphere
1 3 (14.29%) Boomi
2 2 (9.52%) Amazon AWS
2 2 (9.52%) iPaaS
2 2 (9.52%) Lucidchart
2 2 (9.52%) Microsoft Azure
2 2 (9.52%) PaaS
Database & Business Intelligence
1 7 (33.33%) SQL Server
2 6 (28.57%) Data Warehouse
2 6 (28.57%) SQL Server Integration Services
3 5 (23.81%) Big Data
4 4 (19.05%) Hadoop
4 4 (19.05%) MySQL
5 3 (14.29%) NoSQL
5 3 (14.29%) Relational Database
6 2 (9.52%) Data Lake
6 2 (9.52%) SQL Server Reporting Services
7 1 (4.76%) Amazon Redshift
7 1 (4.76%) Apache Hive
7 1 (4.76%) Data Mart
7 1 (4.76%) Impala
7 1 (4.76%) MongoDB
7 1 (4.76%) Neo4j
7 1 (4.76%) Oracle Database
7 1 (4.76%) Parquet
7 1 (4.76%) QlikView
7 1 (4.76%) SQL Server Analysis Services
Development Applications
1 2 (9.52%) Balsamiq Mockups
1 2 (9.52%) JIRA
General
1 3 (14.29%) Finance
1 3 (14.29%) Manufacturing
1 3 (14.29%) Marketing
2 2 (9.52%) Electronics
2 2 (9.52%) Telecoms
3 1 (4.76%) Advertising
3 1 (4.76%) Retail
Job Titles
1 12 (57.14%) Architect
2 10 (47.62%) Data Architect
3 7 (33.33%) Analyst
4 3 (14.29%) Business Intelligence Architect
4 3 (14.29%) Cloud Architect
4 3 (14.29%) Developer
4 3 (14.29%) ETL Architect
4 3 (14.29%) Java Architect
5 2 (9.52%) AWS Architect
5 2 (9.52%) AWS DevOps
5 2 (9.52%) Business Analyst
5 2 (9.52%) Data Analyst
5 2 (9.52%) DevOps Architect
5 2 (9.52%) E-Commerce Architect
5 2 (9.52%) Integration Analyst
5 2 (9.52%) Integration Architect
5 2 (9.52%) NoSQL Architect
5 2 (9.52%) SQL Developer
5 2 (9.52%) SQL Server Developer
5 2 (9.52%) Technical Architect
Libraries, Frameworks & Software Standards
1 9 (42.86%) XML
2 6 (28.57%) XSD
3 2 (9.52%) J2EE
3 2 (9.52%) Middleware
3 2 (9.52%) REST
3 2 (9.52%) SOAP
3 2 (9.52%) XSLT
4 1 (4.76%) .NET
4 1 (4.76%) ASP.NET
4 1 (4.76%) JSON
4 1 (4.76%) Spark Streaming
Miscellaneous
1 4 (19.05%) Data Integration
1 4 (19.05%) Visualisation
2 2 (9.52%) Analytical Skills
3 1 (4.76%) Management Information System
3 1 (4.76%) Reference Data
Operating Systems
1 2 (9.52%) Mac OS
Processes & Methodologies
1 11 (52.38%) Business Intelligence
2 10 (47.62%) Data Modelling
3 7 (33.33%) Data Management
4 6 (28.57%) Agile Software Development
4 6 (28.57%) Data Architecture
4 6 (28.57%) Scrum
5 5 (23.81%) E-Commerce
6 4 (19.05%) Data Governance
6 4 (19.05%) Data Visualisation
6 4 (19.05%) Logical Data Model
6 4 (19.05%) Master Data Management
6 4 (19.05%) Physical Data Model
7 3 (14.29%) ETL Development
7 3 (14.29%) Logistics
7 3 (14.29%) SOA
8 2 (9.52%) Data Analysis
8 2 (9.52%) Machine Learning
8 2 (9.52%) Migration
8 2 (9.52%) Programme Management
8 2 (9.52%) Translating Business Requirements
Programming Languages
1 16 (76.19%) SQL
2 8 (38.10%) Java
3 4 (19.05%) T-SQL
4 3 (14.29%) PL/SQL
5 2 (9.52%) C#
5 2 (9.52%) JavaScript
5 2 (9.52%) Python
6 1 (4.76%) C
6 1 (4.76%) C++
6 1 (4.76%) R
6 1 (4.76%) Scala
6 1 (4.76%) VB
Qualifications
1 3 (14.29%) Security Cleared
2 2 (9.52%) SC Cleared
3 1 (4.76%) DV Cleared
3 1 (4.76%) ISEB
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
Vendors
1 5 (23.81%) Oracle
2 4 (19.05%) Microsoft
3 3 (14.29%) Dell
4 2 (9.52%) Google
4 2 (9.52%) SAP
5 1 (4.76%) Cognos
5 1 (4.76%) JDA
5 1 (4.76%) Tableau
5 1 (4.76%) TIBCO