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 26 June 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
26 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 50 54 49
Rank change year-on-year
+4 -5
Contract jobs citing ETL 18 23 20
As % of all contract IT jobs located in Bristol 2.14% 2.47% 2.36%
As % of the Processes & Methodologies category 2.65% 3.05% 2.94%
Number of daily rates quoted 17 16 18
Median daily rate £363 £375 £388
Median daily rate % change year-on-year
-3.33% -3.22%
90% offered a daily rate of more than £303 £313 £293
10% offered a daily rate of more than £450 £438 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
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
678 754 680
As % of all contract IT jobs located in Bristol 80.71% 80.99% 80.38%
Number of daily rates quoted 504 586 484
Median daily rate £380 £388 £375
Median daily rate % change year-on-year
-1.93% +3.33%
90% offered a daily rate of more than £280 £295 £285
10% offered a daily rate of more than £575 £525 £500
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 24 18 35
Median hourly rate £39.50 £37.04 £24.50
Median hourly rate % change year-on-year
+6.64% +51.18%
90% offered a hourly rate of more than £12.80 £18.09 £17.10
10% offered a hourly rate of more than £44.00 £41.00 £35.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 26 June 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 26 June 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 42 (80.77%) SQL
2 24 (46.15%) Migration
2 24 (46.15%) Data Migration
3 19 (36.54%) Data Warehouse
4 18 (34.62%) Business Intelligence
4 18 (34.62%) Java
4 18 (34.62%) JavaScript
5 17 (32.69%) SQL Server
5 17 (32.69%) Unix
6 16 (30.77%) CSS
6 16 (30.77%) PostgreSQL
6 16 (30.77%) Ruby
6 16 (30.77%) Ruby on Rails
6 16 (30.77%) Unit Testing
6 16 (30.77%) Security Cleared
6 16 (30.77%) Open Source
6 16 (30.77%) MongoDB
6 16 (30.77%) NoSQL
6 16 (30.77%) Sass
7 14 (26.92%) Visualisation
7 14 (26.92%) Relational Database
7 14 (26.92%) SQL Server Integration Services
8 13 (25.00%) Web Development
8 13 (25.00%) HTML
8 13 (25.00%) JUnit
9 12 (23.08%) Linux
9 12 (23.08%) Python
9 12 (23.08%) HTTP
9 12 (23.08%) Mac OS X
9 12 (23.08%) Configuration 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 12 (23.08%) Elasticsearch
2 3 (5.77%) SharePoint
3 2 (3.85%) SAS
4 1 (1.92%) JBoss
4 1 (1.92%) WebLogic
Applications
1 2 (3.85%) MS Excel
2 1 (1.92%) SPSS
Business Applications
1 4 (7.69%) SAP Oil and Gas
2 1 (1.92%) Dynamics AX
Cloud Services
1 12 (23.08%) GitHub
2 3 (5.77%) Amazon AWS
3 2 (3.85%) Microsoft Azure
Communications & Networking
1 12 (23.08%) HTTP
Database & Business Intelligence
1 19 (36.54%) Data Warehouse
2 17 (32.69%) SQL Server
3 16 (30.77%) MongoDB
3 16 (30.77%) NoSQL
3 16 (30.77%) PostgreSQL
4 14 (26.92%) Relational Database
4 14 (26.92%) SQL Server Integration Services
5 7 (13.46%) SQL Server Analysis Services
6 6 (11.54%) SQL Server Reporting Services
7 5 (9.62%) Oracle ODI
7 5 (9.62%) SQL Server 2008
8 3 (5.77%) Cognos Report Studio
9 2 (3.85%) Data Mart
9 2 (3.85%) Data Mining
9 2 (3.85%) SQL Server 2012
9 2 (3.85%) SQL Server 2016
10 1 (1.92%) BusinessObjects
10 1 (1.92%) DataStage
10 1 (1.92%) GIS
10 1 (1.92%) RDBMS
Development Applications
1 13 (25.00%) JUnit
2 12 (23.08%) Capybara
2 12 (23.08%) Cucumber
2 12 (23.08%) Git (software)
2 12 (23.08%) git-flow
2 12 (23.08%) RSpec
2 12 (23.08%) Subversion
3 3 (5.77%) Talend Open Studio
4 1 (1.92%) Maven
4 1 (1.92%) Rational Rhapsody
4 1 (1.92%) Rational Rose
4 1 (1.92%) SQL Server Management Studio (SSMS)
4 1 (1.92%) Visual Studio
General
1 10 (19.23%) Finance
2 5 (9.62%) Marketing
2 5 (9.62%) Telecoms
3 4 (7.69%) Electronics
3 4 (7.69%) Manufacturing
4 2 (3.85%) Advertising
Job Titles
1 43 (82.69%) Developer
2 10 (19.23%) SQL Developer
3 9 (17.31%) Ruby Developer
4 8 (15.38%) Business Intelligence Developer
5 7 (13.46%) Business Developer
5 7 (13.46%) ETL Developer
5 7 (13.46%) Ruby on Rails Developer
6 5 (9.62%) Analyst
6 5 (9.62%) Oracle Developer
6 5 (9.62%) SQL Server Developer
6 5 (9.62%) SSIS Developer
7 3 (5.77%) Architect
7 3 (5.77%) Test Analyst
8 2 (3.85%) Data Analyst
8 2 (3.85%) Data Architect
8 2 (3.85%) Microsoft Developer
8 2 (3.85%) Solutions Architect
8 2 (3.85%) SQL BI Developer
8 2 (3.85%) SQL Server BI Developer
8 2 (3.85%) Tester
Libraries, Frameworks & Software Standards
1 16 (30.77%) CSS
1 16 (30.77%) Ruby on Rails
1 16 (30.77%) Sass
2 13 (25.00%) HTML
3 12 (23.08%) Dropwizard
4 5 (9.62%) XML
5 2 (3.85%) .NET
5 2 (3.85%) ASP.NET
5 2 (3.85%) MDX
6 1 (1.92%) .NET Framework
6 1 (1.92%) Itk
6 1 (1.92%) J2EE
6 1 (1.92%) Node.js
6 1 (1.92%) SOAP
6 1 (1.92%) Spring
6 1 (1.92%) Spring Batch
6 1 (1.92%) XML Schema
6 1 (1.92%) XSD
6 1 (1.92%) XSL
6 1 (1.92%) XSLT
Miscellaneous
1 14 (26.92%) Visualisation
2 3 (5.77%) Data Integration
3 1 (1.92%) Analytical Skills
3 1 (1.92%) Data Centre
3 1 (1.92%) NHS
Operating Systems
1 17 (32.69%) Unix
2 12 (23.08%) Linux
2 12 (23.08%) Mac OS X
3 2 (3.85%) Solaris
4 1 (1.92%) Windows
4 1 (1.92%) Windows Server
Processes & Methodologies
1 24 (46.15%) Data Migration
1 24 (46.15%) Migration
2 18 (34.62%) Business Intelligence
3 16 (30.77%) Open Source
3 16 (30.77%) Unit Testing
4 13 (25.00%) Web Development
5 12 (23.08%) Configuration Management
5 12 (23.08%) Integration Testing
5 12 (23.08%) Responsive Web Design
5 12 (23.08%) Web Design
6 8 (15.38%) ETL Development
7 6 (11.54%) Agile Software Development
8 5 (9.62%) Data Modelling
8 5 (9.62%) Programme Management
9 4 (7.69%) Analytics
9 4 (7.69%) Digital Marketing
10 2 (3.85%) Data Cleansing
10 2 (3.85%) Data Management
10 2 (3.85%) Kimball Methodology
10 2 (3.85%) Performance Tuning
Programming Languages
1 42 (80.77%) SQL
2 18 (34.62%) Java
2 18 (34.62%) JavaScript
3 16 (30.77%) Ruby
4 12 (23.08%) Python
4 12 (23.08%) Scala
5 9 (17.31%) T-SQL
6 7 (13.46%) PL/SQL
7 4 (7.69%) Shell Script
8 1 (1.92%) C
8 1 (1.92%) C#
8 1 (1.92%) SAS Macro
8 1 (1.92%) VB
8 1 (1.92%) X++
8 1 (1.92%) XQuery
Qualifications
1 16 (30.77%) Security Cleared
2 4 (7.69%) SC Cleared
3 1 (1.92%) BPSS Clearance
3 1 (1.92%) Degree
3 1 (1.92%) ITIL Certification
Quality Assurance & Compliance
1 2 (3.85%) Data Quality
2 1 (1.92%) HL7
2 1 (1.92%) QA
Systems Management
1 1 (1.92%) Control-M
1 1 (1.92%) DBAmp
Vendors
1 11 (21.15%) Oracle
2 9 (17.31%) Microsoft
3 4 (7.69%) Cognos
3 4 (7.69%) SAP
4 3 (5.77%) Talend
5 2 (3.85%) IBM
6 1 (1.92%) JD Edwards
6 1 (1.92%) Netezza
6 1 (1.92%) Salesforce.com
6 1 (1.92%) Tableau
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