The table below looks at the statistics for ETL skills in IT contracts advertised for the Bristol region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 9 February 2016 with a comparison to the same period in 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.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 23 35 42
Rank change year-on-year
+12 +7
Contract jobs citing ETL 54 37 29
As % of all contract IT jobs located in Bristol 6.35% 4.29% 3.66%
As % of the Processes & Methodologies category 7.81% 5.54% 4.70%
Number of daily rates quoted 37 25 24
Average daily rate £350 £375 £313
Average daily rate % change year-on-year
-6.66% +20.00%
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £56.00 £36.50 £31.71
% change year-on-year
+53.42% +15.10%
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
691 668 617
As % of all contract IT jobs located in Bristol 81.29% 77.40% 77.90%
Number of daily rates quoted 526 507 430
Average daily rate £375 £400 £375
Average daily rate % change year-on-year
-6.25% +6.66%
90% offered a daily rate of more than £300 £275 £300
10% offered a daily rate of more than £513 £530 £500
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 29 9 28
Average hourly rate £37.50 £44.44 £25.00
Average hourly rate % change year-on-year
-15.61% +77.76%
90% offered a hourly rate of more than £21.20 £13.30 £13.00
10% offered a hourly rate of more than £50.00 £46.25 £35.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

ETL
Jobs Demand Trend in Bristol

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the Bristol region as a proportion of the total demand within 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 9 February 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 9 February 2016, IT contractor jobs across the Bristol region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL.

1 79 (75.96%) SQL
2 56 (53.85%) Data Warehouse
3 51 (49.04%) SQL Server
4 46 (44.23%) SQL Server Integration Services
5 42 (40.38%) Business Intelligence
6 30 (28.85%) Unix
6 30 (28.85%) Migration
7 29 (27.88%) Data Migration
8 27 (25.96%) Linux
9 26 (25.00%) Microsoft
9 26 (25.00%) SQL Server Reporting Services
10 25 (24.04%) SQL Server 2008
10 25 (24.04%) ETL Development
11 23 (22.12%) T-SQL
12 21 (20.19%) JavaScript
12 21 (20.19%) CSS
12 21 (20.19%) PostgreSQL
12 21 (20.19%) Finance
12 21 (20.19%) Relational Database
12 21 (20.19%) Security Cleared
12 21 (20.19%) Ruby
13 20 (19.23%) Java
14 19 (18.27%) SAP
14 19 (18.27%) Ruby on Rails
14 19 (18.27%) Open Source
15 17 (16.35%) CRM
15 17 (16.35%) MongoDB
15 17 (16.35%) NoSQL
15 17 (16.35%) Sass
15 17 (16.35%) Unit Testing

ETL
Top Related IT Skills in Bristol by Category

For the 6 months to 9 February 2016, IT contractor jobs across the Bristol region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 12 (11.54%) Elasticsearch
2 2 (1.92%) SAS
3 1 (0.96%) CMS
3 1 (0.96%) JBoss
3 1 (0.96%) MQSeries
3 1 (0.96%) Node.js
3 1 (0.96%) SharePoint
3 1 (0.96%) WebLogic
Applications
1 3 (2.88%) MS Excel
2 1 (0.96%) MS Visio
Business Applications
1 11 (10.58%) Dynamics CRM
2 6 (5.77%) SAP Oil and Gas
3 2 (1.92%) Oracle EBS
4 1 (0.96%) Cognos Business Intelligence
4 1 (0.96%) Dynamics AX
4 1 (0.96%) Oracle 11i
4 1 (0.96%) Oracle EBS R12
Cloud Services
1 12 (11.54%) GitHub
2 1 (0.96%) Amazon AWS
2 1 (0.96%) Cloud Computing
2 1 (0.96%) SaaS
Communications & Networking
1 14 (13.46%) HTTP
Database & Business Intelligence
1 56 (53.85%) Data Warehouse
2 51 (49.04%) SQL Server
3 46 (44.23%) SQL Server Integration Services
4 26 (25.00%) SQL Server Reporting Services
5 25 (24.04%) SQL Server 2008
6 21 (20.19%) PostgreSQL
6 21 (20.19%) Relational Database
7 17 (16.35%) MongoDB
7 17 (16.35%) NoSQL
8 15 (14.42%) BusinessObjects
9 13 (12.50%) Ingres
10 11 (10.58%) BusinessObjects Web Intelligence
10 11 (10.58%) BusinessObjects XI
10 11 (10.58%) SAP BI
10 11 (10.58%) SAP Data Services
10 11 (10.58%) Xcelsius
11 10 (9.62%) SQL Server 2012
12 8 (7.69%) SQL Server Analysis Services
13 7 (6.73%) MySQL
14 5 (4.81%) RDBMS
Development Applications
1 14 (13.46%) Git (software)
1 14 (13.46%) Subversion
2 13 (12.50%) JUnit
3 12 (11.54%) Capybara
3 12 (11.54%) Cucumber
3 12 (11.54%) git-flow
3 12 (11.54%) RSpec
4 3 (2.88%) Rational Rose
5 2 (1.92%) Toad
6 1 (0.96%) Maven
General
1 21 (20.19%) Finance
2 13 (12.50%) Telecoms
3 6 (5.77%) Electronics
3 6 (5.77%) Manufacturing
3 6 (5.77%) Marketing
4 4 (3.85%) Billing
5 2 (1.92%) Advertising
6 1 (0.96%) Legal
Job Titles
1 67 (64.42%) Developer
2 26 (25.00%) SQL Developer
3 18 (17.31%) DBA
4 15 (14.42%) Data Warehouse Developer
5 14 (13.46%) Business Intelligence Developer
5 14 (13.46%) Ruby Developer
6 13 (12.50%) SQL DBA
7 12 (11.54%) Consultant
8 11 (10.58%) Business Intelligence Consultant
8 11 (10.58%) ETL Developer
9 10 (9.62%) SQL Server DBA
10 9 (8.65%) Architect
10 9 (8.65%) SQL Server Consultant
11 8 (7.69%) Solutions Architect
11 8 (7.69%) SQL Server Developer
11 8 (7.69%) T-SQL Developer
12 7 (6.73%) SQL BI Developer
13 6 (5.77%) Business Developer
14 5 (4.81%) Administrator
14 5 (4.81%) Ruby on Rails Developer
Libraries, Frameworks & Software Standards
1 21 (20.19%) CSS
2 19 (18.27%) Ruby on Rails
3 17 (16.35%) Sass
4 16 (15.38%) HTML
5 11 (10.58%) SAP XI
6 6 (5.77%) .NET
7 5 (4.81%) XML
8 4 (3.85%) ASP.NET
9 3 (2.88%) ASP.NET MVC
9 3 (2.88%) MDX
9 3 (2.88%) XSLT
10 2 (1.92%) Web Services
11 1 (0.96%) Classic ASP
11 1 (0.96%) J2EE
11 1 (0.96%) RESTful
11 1 (0.96%) SOAP
11 1 (0.96%) Spring
11 1 (0.96%) Spring Batch
11 1 (0.96%) XSD
11 1 (0.96%) XSL
Miscellaneous
1 15 (14.42%) Visualisation
2 8 (7.69%) Data Structures
3 2 (1.92%) Analytical Skills
3 2 (1.92%) Data Extraction
3 2 (1.92%) Data Integration
4 1 (0.96%) Data Centre
4 1 (0.96%) Data Conversion
Operating Systems
1 30 (28.85%) Unix
2 27 (25.96%) Linux
3 14 (13.46%) Mac OS X
4 13 (12.50%) Windows
5 2 (1.92%) AIX
Processes & Methodologies
1 42 (40.38%) Business Intelligence
2 30 (28.85%) Migration
3 29 (27.88%) Data Migration
4 25 (24.04%) ETL Development
5 19 (18.27%) Open Source
6 17 (16.35%) CRM
6 17 (16.35%) Unit Testing
7 16 (15.38%) Responsive Web Design
7 16 (15.38%) Web Design
8 14 (13.46%) Configuration Management
8 14 (13.46%) Web Development
9 13 (12.50%) Identity Management
10 12 (11.54%) Data Modelling
10 12 (11.54%) Dimensional Modelling
10 12 (11.54%) Integration Testing
10 12 (11.54%) SQL Optimisation
11 9 (8.65%) Agile Software Development
11 9 (8.65%) SOA
12 8 (7.69%) Business Analysis
12 8 (7.69%) Kimball Methodology
Programming Languages
1 79 (75.96%) SQL
2 23 (22.12%) T-SQL
3 21 (20.19%) JavaScript
3 21 (20.19%) Ruby
4 20 (19.23%) Java
5 16 (15.38%) Python
6 14 (13.46%) Scala
7 13 (12.50%) PowerShell
8 12 (11.54%) Shell Script
9 7 (6.73%) PL/SQL
10 5 (4.81%) C#
11 3 (2.88%) VBA
12 2 (1.92%) COBOL
12 2 (1.92%) Perl
12 2 (1.92%) VB
13 1 (0.96%) Data Analysis Expressions (DAX)
13 1 (0.96%) XQuery
Qualifications
1 21 (20.19%) Security Cleared
2 7 (6.73%) SC Cleared
3 2 (1.92%) Degree
4 1 (0.96%) BPSS Clearance
4 1 (0.96%) ISEB
4 1 (0.96%) ISEB Practitioner
4 1 (0.96%) ISTQB
Quality Assurance & Compliance
1 9 (8.65%) Data Quality
2 2 (1.92%) QA
System Software
1 8 (7.69%) Active Directory
Systems Management
1 1 (0.96%) Ansible
1 1 (0.96%) DBAmp
1 1 (0.96%) Opscode Chef
1 1 (0.96%) Puppet
1 1 (0.96%) Tivoli
Vendors
1 26 (25.00%) Microsoft
2 19 (18.27%) SAP
3 13 (12.50%) Oracle
4 8 (7.69%) Informatica
5 5 (4.81%) Cognos
6 3 (2.88%) IBM
6 3 (2.88%) Percona
7 2 (1.92%) Salesforce.com
7 2 (1.92%) Teradata
8 1 (0.96%) hybris
8 1 (0.96%) Netezza
8 1 (0.96%) SaltStack
8 1 (0.96%) Thunderhead
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