The table below looks at the statistics for ETL skills in IT contracts advertised for the Bristol region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 56 29 39
Rank change year-on-year
-27 +10
Contract jobs citing ETL 18 48 35
As % of all contract IT jobs located in Bristol 2.00% 5.39% 3.77%
As % of the Processes & Methodologies category 2.45% 7.00% 4.84%
Number of daily rates quoted 10 36 26
Median daily rate £363 £398 £325
Median daily rate % change year-on-year
-8.80% +22.30%
90% offered a daily rate of more than £286 £284 £300
10% offered a daily rate of more than £410 £478 £408
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £35.00
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
South West

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

Processes & Methodologies Category
Bristol
Contract IT job ads with a match in the
Processes & Methodologies category
734 686 723
As % of all contract IT jobs located in Bristol 81.37% 76.99% 77.83%
Number of daily rates quoted 527 538 510
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £275 £280 £275
10% offered a daily rate of more than £550 £550 £513
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 38 16 18
Median hourly rate £40.00 £41.00 £20.00
Median hourly rate % change year-on-year
-2.43% +105.00%
90% offered a hourly rate of more than £13.60 £13.15 £13.83
10% offered a hourly rate of more than £48.50 £90.00 £34.25
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

ETL
Jobs Demand Trend in Bristol

The demand trend of contract jobs across the Bristol region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Bristol

ETL
Daily Rate Trend in Bristol

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Bristol region.

ETL Daily Rate Trend in Bristol

ETL
Daily Rate Histogram in Bristol

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Bristol region over the 3 months to 25 September 2016.

ETL Daily Rate Histogram in Bristol

ETL
Hourly Rate Trend in Bristol

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Bristol region.

ETL Hourly Rate Trend in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 25 September 2016, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Bristol region with a requirement for ETL.

1 29 (80.56%) SQL
2 21 (58.33%) SQL Server
3 19 (52.78%) Data Warehouse
3 19 (52.78%) Business Intelligence
3 19 (52.78%) SQL Server Integration Services
4 14 (38.89%) Finance
5 11 (30.56%) SQL Server Reporting Services
6 8 (22.22%) Unix
6 8 (22.22%) SAP
6 8 (22.22%) T-SQL
7 7 (19.44%) Linux
7 7 (19.44%) Migration
7 7 (19.44%) SQL Server Analysis Services
7 7 (19.44%) Data Migration
7 7 (19.44%) ETL Development
8 6 (16.67%) .NET
9 5 (13.89%) Windows
9 5 (13.89%) Microsoft
9 5 (13.89%) Data Modelling
10 4 (11.11%) Ingres
10 4 (11.11%) BusinessObjects
10 4 (11.11%) HTML
10 4 (11.11%) JavaScript
10 4 (11.11%) SAN
10 4 (11.11%) Shell Script
10 4 (11.11%) Clustering
10 4 (11.11%) PowerShell
10 4 (11.11%) Talend Open Studio
10 4 (11.11%) Visualisation
10 4 (11.11%) Data Management

ETL
Top Related IT Skills in Bristol 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 3 (8.33%) Elasticsearch
2 1 (2.78%) SharePoint
Applications
1 2 (5.56%) MS Excel
Business Applications
1 3 (8.33%) SAP Oil and Gas
2 1 (2.78%) Dynamics AX
Cloud Services
1 3 (8.33%) Amazon AWS
1 3 (8.33%) GitHub
2 2 (5.56%) Microsoft Azure
Communications & Networking
1 4 (11.11%) SAN
2 3 (8.33%) HTTP
Database & Business Intelligence
1 21 (58.33%) SQL Server
2 19 (52.78%) Data Warehouse
2 19 (52.78%) SQL Server Integration Services
3 11 (30.56%) SQL Server Reporting Services
4 7 (19.44%) SQL Server Analysis Services
5 4 (11.11%) BusinessObjects
5 4 (11.11%) Ingres
5 4 (11.11%) Relational Database
5 4 (11.11%) SQL Server 2014
6 3 (8.33%) MongoDB
6 3 (8.33%) NoSQL
6 3 (8.33%) PostgreSQL
6 3 (8.33%) SQL Server 2016
7 2 (5.56%) Data Mart
7 2 (5.56%) Data Mining
7 2 (5.56%) SQL Server 2008
8 1 (2.78%) MySQL
8 1 (2.78%) OLAP
8 1 (2.78%) OLTP
8 1 (2.78%) SAP BW
Development Applications
1 4 (11.11%) Talend Open Studio
2 3 (8.33%) Capybara
2 3 (8.33%) Cucumber
2 3 (8.33%) Git (software)
2 3 (8.33%) git-flow
2 3 (8.33%) JUnit
2 3 (8.33%) RSpec
2 3 (8.33%) Subversion
3 1 (2.78%) Rational Rhapsody
3 1 (2.78%) SQL Server Management Studio (SSMS)
3 1 (2.78%) Visual Studio
General
1 14 (38.89%) Finance
2 4 (11.11%) Marketing
3 3 (8.33%) Electronics
3 3 (8.33%) Manufacturing
3 3 (8.33%) Telecoms
4 2 (5.56%) Banking
4 2 (5.56%) Retail
4 2 (5.56%) Retail Banking
Job Titles
1 22 (61.11%) Developer
2 8 (22.22%) SQL Developer
3 7 (19.44%) Analyst
3 7 (19.44%) ETL Developer
4 4 (11.11%) Business Intelligence Developer
4 4 (11.11%) DBA
4 4 (11.11%) SSIS Developer
5 3 (8.33%) Data Analyst
5 3 (8.33%) Database Developer
5 3 (8.33%) ETL Analyst
5 3 (8.33%) Ruby on Rails Developer
5 3 (8.33%) SQL DBA
5 3 (8.33%) SQL Server Developer
6 2 (5.56%) Administrator
6 2 (5.56%) Business Analyst
6 2 (5.56%) Business Developer
6 2 (5.56%) Data Architect
6 2 (5.56%) Senior Developer
6 2 (5.56%) Test Analyst
6 2 (5.56%) Tester
Libraries, Frameworks & Software Standards
1 6 (16.67%) .NET
2 4 (11.11%) HTML
3 3 (8.33%) CSS
3 3 (8.33%) Dropwizard
3 3 (8.33%) Ruby on Rails
3 3 (8.33%) Sass
4 1 (2.78%) .NET Framework
4 1 (2.78%) ASP.NET
4 1 (2.78%) Itk
4 1 (2.78%) MDX
4 1 (2.78%) SOAP
Miscellaneous
1 4 (11.11%) Analytical Skills
1 4 (11.11%) Clustering
1 4 (11.11%) Visualisation
2 1 (2.78%) NHS
Operating Systems
1 8 (22.22%) Unix
2 7 (19.44%) Linux
3 5 (13.89%) Windows
4 3 (8.33%) Mac OS X
5 1 (2.78%) Windows Server
Processes & Methodologies
1 19 (52.78%) Business Intelligence
2 7 (19.44%) Data Migration
2 7 (19.44%) ETL Development
2 7 (19.44%) Migration
3 5 (13.89%) Data Modelling
4 4 (11.11%) Data Management
4 4 (11.11%) SQL Optimisation
5 3 (8.33%) Analytics
5 3 (8.33%) Configuration Management
5 3 (8.33%) Digital Marketing
5 3 (8.33%) Integration Testing
5 3 (8.33%) Open Source
5 3 (8.33%) Process Improvement
5 3 (8.33%) Programme Management
5 3 (8.33%) Responsive Web Design
5 3 (8.33%) Unit Testing
5 3 (8.33%) Web Design
5 3 (8.33%) Web Development
6 2 (5.56%) Agile Software Development
7 1 (2.78%) Information Management
Programming Languages
1 29 (80.56%) SQL
2 8 (22.22%) T-SQL
3 4 (11.11%) JavaScript
3 4 (11.11%) PowerShell
3 4 (11.11%) Shell Script
4 3 (8.33%) Java
4 3 (8.33%) Python
4 3 (8.33%) Ruby
4 3 (8.33%) Scala
5 2 (5.56%) C#
6 1 (2.78%) PL/SQL
6 1 (2.78%) X++
Qualifications
1 3 (8.33%) Security Cleared
2 1 (2.78%) Degree
2 1 (2.78%) ITIL Certification
Quality Assurance & Compliance
1 1 (2.78%) Data Quality
1 1 (2.78%) HL7
System Software
1 4 (11.11%) Virtual Machines
Systems Management
1 4 (11.11%) Failover Clustering
Vendors
1 8 (22.22%) SAP
2 5 (13.89%) Microsoft
3 4 (11.11%) Talend
4 2 (5.56%) Oracle
5 1 (2.78%) Ab Initio
5 1 (2.78%) Informatica
5 1 (2.78%) JD Edwards