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 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South West / Gloucestershire
Rank 87 77 76
Rank change year-on-year
-10 -1
Permanent jobs citing ETL 17 16 25
As % of all permanent IT jobs located in Gloucestershire 1.91% 1.69% 2.52%
As % of the Processes & Methodologies category 2.07% 1.90% 2.87%
Number of salaries quoted 16 12 8
Median salary £45,000 £42,750 £70,000
Median salary % change year-on-year
+5.26% -38.92%
UK excluding London median salary £45,000 £45,000 £45,000

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
820 842 871
As % of all permanent IT jobs located in Gloucestershire 92.03% 89.10% 87.63%
Number of salaries quoted 670 551 709
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year
-5.26% +11.76%
90% offered a salary of more than £32,500 £33,500 £29,000
10% offered a salary of more than £65,000 £65,000 £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 28 February 2017.

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 28 February 2017. 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 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
Cheltenham +16 5 £53,500 +32.91%
Gloucester -9 2 £40,500 +15.71%
ETL
South West

ETL
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 28 February 2017, 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 21 (70.00%) SQL
2 19 (63.33%) Agile Software Development
3 18 (60.00%) Scrum
4 13 (43.33%) E-Commerce
5 11 (36.67%) Data Modelling
5 11 (36.67%) Business Intelligence
6 10 (33.33%) SQL Server
6 10 (33.33%) Retail
7 9 (30.00%) Java
7 9 (30.00%) Kanban
7 9 (30.00%) Data Integration
8 8 (26.67%) Data Architecture
8 8 (26.67%) JIRA
8 8 (26.67%) SaaS
8 8 (26.67%) XML
9 7 (23.33%) Middleware
9 7 (23.33%) Data Warehouse
9 7 (23.33%) Finance
9 7 (23.33%) Confluence
9 7 (23.33%) Wireframes
10 6 (20.00%) Marketing
10 6 (20.00%) Programme Management
10 6 (20.00%) Data Management
10 6 (20.00%) Telecoms
10 6 (20.00%) XSD
11 5 (16.67%) Oracle
11 5 (16.67%) Systems Analysis
11 5 (16.67%) SQL Server Integration Services
11 5 (16.67%) Data Transformation
12 4 (13.33%) Data Governance

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 7 (23.33%) Confluence
2 3 (10.00%) Apache Spark
3 2 (6.67%) Oracle SOA Suite
Applications
1 3 (10.00%) MS Excel
2 2 (6.67%) Gliffy
2 2 (6.67%) MS Visio
2 2 (6.67%) OmniGraffle
Business Applications
1 3 (10.00%) SAP Oil and Gas
Cloud Services
1 8 (26.67%) SaaS
2 3 (10.00%) Amazon AWS
3 2 (6.67%) iPaaS
3 2 (6.67%) Lucidchart
3 2 (6.67%) Microsoft Azure
3 2 (6.67%) PaaS
Communications & Networking
1 3 (10.00%) Extranet
Database & Business Intelligence
1 10 (33.33%) SQL Server
2 7 (23.33%) Data Warehouse
3 5 (16.67%) SQL Server Integration Services
4 4 (13.33%) MySQL
5 3 (10.00%) Big Data
5 3 (10.00%) Hadoop
5 3 (10.00%) Relational Database
5 3 (10.00%) SQL Server 2008
5 3 (10.00%) SQL Server 2012
5 3 (10.00%) SQL Server Analysis Services
5 3 (10.00%) SQL Server Reporting Services
6 2 (6.67%) Data Lake
6 2 (6.67%) NoSQL
6 2 (6.67%) Oracle Database
6 2 (6.67%) SQL Server 2014
7 1 (3.33%) DTS
7 1 (3.33%) Enterprise Data Warehouse
7 1 (3.33%) MS Access
7 1 (3.33%) PostgreSQL
7 1 (3.33%) QlikView
Development Applications
1 8 (26.67%) JIRA
2 2 (6.67%) Balsamiq Mockups
General
1 10 (33.33%) Retail
2 7 (23.33%) Finance
3 6 (20.00%) Marketing
3 6 (20.00%) Telecoms
4 4 (13.33%) Manufacturing
5 3 (10.00%) Banking
5 3 (10.00%) Electronics
6 1 (3.33%) Advertising
Job Titles
1 14 (46.67%) Architect
2 12 (40.00%) Data Architect
3 9 (30.00%) Analyst
4 5 (16.67%) Business Systems Analyst
4 5 (16.67%) Systems Analyst
5 4 (13.33%) Business Analyst
6 3 (10.00%) Business Intelligence Architect
6 3 (10.00%) Cloud Architect
6 3 (10.00%) ETL Architect
6 3 (10.00%) Head of Development
6 3 (10.00%) Java Architect
7 2 (6.67%) Agile Business Analyst
7 2 (6.67%) AWS Architect
7 2 (6.67%) Business Requirements Analyst
7 2 (6.67%) Data Business Analyst
7 2 (6.67%) Developer
7 2 (6.67%) DevOps Architect
7 2 (6.67%) Senior Architect
7 2 (6.67%) Senior Data Architect
7 2 (6.67%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 8 (26.67%) XML
2 7 (23.33%) Middleware
3 6 (20.00%) XSD
4 2 (6.67%) J2EE
4 2 (6.67%) REST
4 2 (6.67%) SOAP
4 2 (6.67%) XSLT
5 1 (3.33%) .NET
5 1 (3.33%) .NET Framework
5 1 (3.33%) Java EE
5 1 (3.33%) Web Services
Miscellaneous
1 2 (6.67%) Analytical Skills
1 2 (6.67%) Reference Data
2 1 (3.33%) Management Information System
Operating Systems
1 2 (6.67%) Mac OS
2 1 (3.33%) Linux
Processes & Methodologies
1 19 (63.33%) Agile Software Development
2 18 (60.00%) Scrum
3 13 (43.33%) E-Commerce
4 11 (36.67%) Business Intelligence
4 11 (36.67%) Data Modelling
5 9 (30.00%) Data Integration
5 9 (30.00%) Kanban
6 8 (26.67%) Data Architecture
7 7 (23.33%) Wireframes
8 6 (20.00%) Data Management
8 6 (20.00%) Programme Management
9 5 (16.67%) Data Transformation
9 5 (16.67%) Systems Analysis
10 4 (13.33%) Data Governance
10 4 (13.33%) Data Visualisation
10 4 (13.33%) Logical Data Model
10 4 (13.33%) Master Data Management
10 4 (13.33%) Physical Data Model
10 4 (13.33%) SOA
10 4 (13.33%) Visualisation
Programming Languages
1 21 (70.00%) SQL
2 9 (30.00%) Java
3 3 (10.00%) T-SQL
4 1 (3.33%) VB.NET
Qualifications
1 2 (6.67%) ISEB
1 2 (6.67%) SC Cleared
1 2 (6.67%) Security Cleared
Quality Assurance & Compliance
1 4 (13.33%) QA
2 2 (6.67%) Data Quality
Vendors
1 5 (16.67%) Oracle
2 4 (13.33%) Microsoft
3 3 (10.00%) SAP
4 2 (6.67%) Google