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 30 July 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
30 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 51 36 49
Rank change year-on-year
-15 +13
Contract jobs citing ETL 24 39 22
As % of all contract IT jobs located in Bristol 2.57% 4.35% 2.77%
As % of the Processes & Methodologies category 3.10% 5.42% 3.45%
Number of daily rates quoted 18 29 18
Median daily rate £356 £375 £325
Median daily rate % change year-on-year
-5.00% +15.38%
90% offered a daily rate of more than £282 £282 £293
10% offered a daily rate of more than £415 £471 £400
UK excluding London median daily rate £400 £389 £375
% change year-on-year
+2.89% +3.66%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £35.00
UK excluding London median hourly rate £20.50 £28.75 £55.00
% change year-on-year
-28.69% -47.72%
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
774 719 637
As % of all contract IT jobs located in Bristol 82.87% 80.25% 80.33%
Number of daily rates quoted 572 570 472
Median daily rate £400 £388 £375
Median daily rate % change year-on-year
+3.22% +3.33%
90% offered a daily rate of more than £285 £275 £275
10% offered a daily rate of more than £550 £500 £510
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 31 14 25
Median hourly rate £42.00 £41.00 £17.50
Median hourly rate % change year-on-year
+2.43% +134.28%
90% offered a hourly rate of more than £13.18 £13.00 £15.80
10% offered a hourly rate of more than £50.00 £120.00 £33.80
UK excluding London median hourly rate £30.00 £30.50 £26.50
% change year-on-year
-1.63% +15.09%

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 30 July 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 30 July 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 35 (81.40%) SQL
2 20 (46.51%) Data Warehouse
3 18 (41.86%) Business Intelligence
3 18 (41.86%) SQL Server
4 15 (34.88%) SQL Server Integration Services
5 14 (32.56%) Finance
6 13 (30.23%) Migration
6 13 (30.23%) Data Migration
7 11 (25.58%) Unix
8 9 (20.93%) T-SQL
8 9 (20.93%) SQL Server Reporting Services
8 9 (20.93%) SQL Server Analysis Services
9 8 (18.60%) JavaScript
9 8 (18.60%) Oracle
9 8 (18.60%) Microsoft
9 8 (18.60%) Security Cleared
9 8 (18.60%) Visualisation
9 8 (18.60%) Relational Database
9 8 (18.60%) ETL Development
10 7 (16.28%) HTML
10 7 (16.28%) Java
10 7 (16.28%) JUnit
10 7 (16.28%) Web Development
11 6 (13.95%) Subversion
11 6 (13.95%) Ruby on Rails
11 6 (13.95%) Ruby
11 6 (13.95%) Unit Testing
11 6 (13.95%) Integration Testing
11 6 (13.95%) PostgreSQL
11 6 (13.95%) Web Design

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 6 (13.95%) Elasticsearch
2 3 (6.98%) SharePoint
3 2 (4.65%) SAS
4 1 (2.33%) JBoss
4 1 (2.33%) WebLogic
Applications
1 3 (6.98%) MS Excel
2 1 (2.33%) SPSS
Business Applications
1 3 (6.98%) SAP Oil and Gas
2 1 (2.33%) Dynamics AX
Cloud Services
1 6 (13.95%) GitHub
2 3 (6.98%) Amazon AWS
3 2 (4.65%) Microsoft Azure
Communications & Networking
1 6 (13.95%) HTTP
Database & Business Intelligence
1 20 (46.51%) Data Warehouse
2 18 (41.86%) SQL Server
3 15 (34.88%) SQL Server Integration Services
4 9 (20.93%) SQL Server Analysis Services
4 9 (20.93%) SQL Server Reporting Services
5 8 (18.60%) Relational Database
6 6 (13.95%) MongoDB
6 6 (13.95%) NoSQL
6 6 (13.95%) PostgreSQL
7 3 (6.98%) SQL Server 2016
8 2 (4.65%) Data Mart
8 2 (4.65%) Data Mining
8 2 (4.65%) Oracle ODI
8 2 (4.65%) SQL Server 2008
9 1 (2.33%) BusinessObjects
9 1 (2.33%) DataStage
9 1 (2.33%) DB2
9 1 (2.33%) OLTP
9 1 (2.33%) RDBMS
9 1 (2.33%) SAP BW
Development Applications
1 7 (16.28%) JUnit
2 6 (13.95%) Capybara
2 6 (13.95%) Cucumber
2 6 (13.95%) Git (software)
2 6 (13.95%) git-flow
2 6 (13.95%) RSpec
2 6 (13.95%) Subversion
3 3 (6.98%) Talend Open Studio
4 1 (2.33%) Maven
4 1 (2.33%) Rational Rhapsody
4 1 (2.33%) SQL Server Management Studio (SSMS)
4 1 (2.33%) Visual Studio
General
1 14 (32.56%) Finance
2 4 (9.30%) Marketing
3 3 (6.98%) Electronics
3 3 (6.98%) Manufacturing
3 3 (6.98%) Telecoms
4 2 (4.65%) Banking
4 2 (4.65%) Retail
4 2 (4.65%) Retail Banking
5 1 (2.33%) Advertising
Job Titles
1 34 (79.07%) Developer
2 9 (20.93%) ETL Developer
2 9 (20.93%) SQL Developer
3 7 (16.28%) Analyst
3 7 (16.28%) Business Intelligence Developer
4 5 (11.63%) Business Developer
5 4 (9.30%) Data Analyst
5 4 (9.30%) SSIS Developer
6 3 (6.98%) Oracle Developer
6 3 (6.98%) Ruby Developer
6 3 (6.98%) Ruby on Rails Developer
6 3 (6.98%) SQL Server Developer
7 2 (4.65%) Analyst Developer
7 2 (4.65%) Data Architect
7 2 (4.65%) Database Developer
7 2 (4.65%) Report Analyst
7 2 (4.65%) Report Developer
7 2 (4.65%) Senior Database Developer
7 2 (4.65%) Senior Developer
7 2 (4.65%) Tester
Libraries, Frameworks & Software Standards
1 7 (16.28%) HTML
2 6 (13.95%) CSS
2 6 (13.95%) Dropwizard
2 6 (13.95%) Ruby on Rails
2 6 (13.95%) Sass
3 5 (11.63%) XML
4 3 (6.98%) .NET
5 2 (4.65%) ASP.NET
5 2 (4.65%) MDX
6 1 (2.33%) .NET Framework
6 1 (2.33%) Itk
6 1 (2.33%) J2EE
6 1 (2.33%) SOAP
6 1 (2.33%) Spring
6 1 (2.33%) Spring Batch
6 1 (2.33%) Web Services
6 1 (2.33%) XML Schema
6 1 (2.33%) XSD
6 1 (2.33%) XSL
6 1 (2.33%) XSLT
Miscellaneous
1 8 (18.60%) Visualisation
2 4 (9.30%) Analytical Skills
3 2 (4.65%) Data Integration
4 1 (2.33%) Data Centre
4 1 (2.33%) NHS
Operating Systems
1 11 (25.58%) Unix
2 6 (13.95%) Linux
2 6 (13.95%) Mac OS X
3 2 (4.65%) Solaris
4 1 (2.33%) Windows
4 1 (2.33%) Windows Server
Processes & Methodologies
1 18 (41.86%) Business Intelligence
2 13 (30.23%) Data Migration
2 13 (30.23%) Migration
3 8 (18.60%) ETL Development
4 7 (16.28%) Web Development
5 6 (13.95%) Configuration Management
5 6 (13.95%) Data Modelling
5 6 (13.95%) Integration Testing
5 6 (13.95%) Open Source
5 6 (13.95%) Responsive Web Design
5 6 (13.95%) Unit Testing
5 6 (13.95%) Web Design
6 4 (9.30%) Analytics
6 4 (9.30%) Programme Management
7 3 (6.98%) Agile Software Development
7 3 (6.98%) Digital Marketing
7 3 (6.98%) Process Improvement
8 2 (4.65%) Data Cleansing
8 2 (4.65%) Data Management
8 2 (4.65%) Performance Tuning
Programming Languages
1 35 (81.40%) SQL
2 9 (20.93%) T-SQL
3 8 (18.60%) JavaScript
4 7 (16.28%) Java
5 6 (13.95%) Python
5 6 (13.95%) Ruby
5 6 (13.95%) Scala
6 5 (11.63%) PL/SQL
7 4 (9.30%) Shell Script
8 2 (4.65%) C#
9 1 (2.33%) C
9 1 (2.33%) SAS Macro
9 1 (2.33%) VB
9 1 (2.33%) X++
9 1 (2.33%) XQuery
Qualifications
1 8 (18.60%) Security Cleared
2 2 (4.65%) SC Cleared
3 1 (2.33%) BPSS Clearance
3 1 (2.33%) Degree
3 1 (2.33%) ITIL Certification
Quality Assurance & Compliance
1 2 (4.65%) Data Quality
2 1 (2.33%) HL7
Systems Management
1 1 (2.33%) Control-M
Vendors
1 8 (18.60%) Microsoft
1 8 (18.60%) Oracle
2 4 (9.30%) SAP
3 3 (6.98%) Talend
4 1 (2.33%) Cognos
4 1 (2.33%) IBM
4 1 (2.33%) JD Edwards
4 1 (2.33%) Netezza
4 1 (2.33%) Tableau