The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
England / South West
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 69 109 71
Rank change year-on-year +40 -38  
Contract jobs citing ETL 71 34 77
As % of all contract IT jobs advertised in the South West 2.61% 1.14% 2.47%
As % of the Processes & Methodologies category 3.19% 1.44% 3.14%
Number of daily rates quoted 48 29 58
Median daily rate £400 £350 £365
Median daily rate % change year-on-year +14.28% -4.10%  
90% offered a daily rate of more than £319 £255 £300
10% offered a daily rate of more than £515 £450 £503
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 1 1 2
Median hourly rate £55.00 £49.00 £28.75
Median hourly rate % change year-on-year +12.24% +70.43%  
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South West
Contract job vacancies with a requirement for process and methodology skills 2229 2361 2453
As % of all contract IT job vacancies advertised in the South West 82.04% 78.91% 78.60%
Number of daily rates quoted 1424 1557 1643
Median daily rate £400 £385 £388
Median daily rate % change year-on-year +3.89% -0.64%  
90% offered a daily rate of more than £285 £280 £288
10% offered a daily rate of more than £550 £575 £525
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 92 108 112
Median hourly rate £43.50 £35.25 £36.40
Median hourly rate % change year-on-year +23.40% -3.15%  
90% offered a hourly rate of more than £17.00 £21.50 £16.00
10% offered a hourly rate of more than £52.50 £45.75 £55.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

ETL
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in the South West

ETL
Contractor Daily Rate Trend in the South West

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in the South West.

Contractor daily rate trend for ETL in the South West

ETL
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing ETL in the South West over the 3 months to 23 June 2017.

Contractor daily rate histogram for ETL in the South West

ETL
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for ETL in the South West

ETL
Contract Job Locations in the South West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the South West region over the 3 months to 23 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +12 32 £431 +21.05% 3
Wiltshire +19 16 £475 +35.71% 2
Devon -3 8 £344 +0.07%
Gloucestershire +13 6 £379 -10.88% 1
Dorset +11 3 £300 +14.28% 1
Somerset -6 2 £350 +3.32%
ETL
England

For the 6 months to 23 June 2017, 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 South West region with a requirement for ETL.

1 62 (56.36%) SQL
2 45 (40.91%) Data Warehouse
3 37 (33.64%) Data Modelling
3 37 (33.64%) Business Intelligence
4 34 (30.91%) SQL Server
4 34 (30.91%) Finance
5 33 (30.00%) Oracle
6 32 (29.09%) Agile Software Development
6 32 (29.09%) SQL Server Integration Services
7 31 (28.18%) Migration
8 26 (23.64%) Data Migration
9 22 (20.00%) Data Analysis
9 22 (20.00%) Microsoft
10 19 (17.27%) SQL Server Reporting Services
11 17 (15.45%) Data Integration
12 15 (13.64%) Oracle ODI
12 15 (13.64%) SDLC
13 14 (12.73%) PL/SQL
14 12 (10.91%) Stakeholder Management
14 12 (10.91%) .NET
14 12 (10.91%) Marketing
14 12 (10.91%) Data Quality
15 11 (10.00%) Analytics
15 11 (10.00%) DevOps
15 11 (10.00%) Data Management
15 11 (10.00%) SC Cleared
15 11 (10.00%) Security Cleared
15 11 (10.00%) T-SQL
16 10 (9.09%) Informatica
16 10 (9.09%) SQL Server Analysis Services

ETL
Co-occurring IT Skills in the South West 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 9 (8.18%) SAS
2 4 (3.64%) Confluence
3 3 (2.73%) PowerExchange
4 2 (1.82%) Apache Pig
4 2 (1.82%) Apache Qpid
4 2 (1.82%) Apache Solr
4 2 (1.82%) IIS
4 2 (1.82%) SharePoint
5 1 (0.91%) Apache Spark
5 1 (0.91%) MQSeries
5 1 (0.91%) Oracle SOA Suite
Applications
1 3 (2.73%) MS Visio
2 2 (1.82%) Microsoft Excel
2 2 (1.82%) SPSS
3 1 (0.91%) Microsoft PowerPoint
Business Applications
1 4 (3.64%) Dynamics CRM
2 2 (1.82%) HFM
2 2 (1.82%) Hyperion Planning
2 2 (1.82%) Oracle Applications
2 2 (1.82%) Unit4 Business World
3 1 (0.91%) Maximo
3 1 (0.91%) Oracle 11i
3 1 (0.91%) Oracle General Ledger
3 1 (0.91%) SAP BPC
Cloud Services
1 10 (9.09%) Amazon AWS
2 9 (8.18%) Microsoft Azure
3 7 (6.36%) Amazon S3
4 2 (1.82%) Boomi
5 1 (0.91%) GitHub
Communications & Networking
1 2 (1.82%) AMQP
1 2 (1.82%) VoIP
1 2 (1.82%) Wireshark
2 1 (0.91%) Internet
Database & Business Intelligence
1 45 (40.91%) Data Warehouse
2 34 (30.91%) SQL Server
3 32 (29.09%) SQL Server Integration Services
4 19 (17.27%) SQL Server Reporting Services
5 15 (13.64%) Oracle ODI
6 10 (9.09%) Amazon Redshift
6 10 (9.09%) Hadoop
6 10 (9.09%) SQL Server 2014
6 10 (9.09%) SQL Server Analysis Services
7 8 (7.27%) Big Data
8 7 (6.36%) Apache Hive
8 7 (6.36%) Star Schema
9 6 (5.45%) Oracle BI EE
9 6 (5.45%) Relational Database
10 5 (4.55%) HBase
10 5 (4.55%) MongoDB
10 5 (4.55%) Neo4j
10 5 (4.55%) Power BI
10 5 (4.55%) SAS EBI
10 5 (4.55%) SQL Server 2012
Development Applications
1 7 (6.36%) Talend Open Studio
1 7 (6.36%) Visual Studio
2 6 (5.45%) Team Foundation Server
3 5 (4.55%) JIRA
4 3 (2.73%) Git (software)
5 2 (1.82%) Bitbucket
5 2 (1.82%) CMake
5 2 (1.82%) Eclipse
5 2 (1.82%) ERwin
5 2 (1.82%) GoogleTest
5 2 (1.82%) Jenkins
5 2 (1.82%) MagicDraw
5 2 (1.82%) TestRail
6 1 (0.91%) Ant
6 1 (0.91%) Rational Rose
6 1 (0.91%) Selenium
6 1 (0.91%) SpecFlow
6 1 (0.91%) SQL Server Management Studio (SSMS)
6 1 (0.91%) WebDriver
General
1 34 (30.91%) Finance
2 12 (10.91%) Marketing
3 7 (6.36%) Banking
4 6 (5.45%) Retail
5 5 (4.55%) Legal
6 4 (3.64%) Telecoms
7 2 (1.82%) Wholesale Banking
8 1 (0.91%) Financial Institution
8 1 (0.91%) General Ledger
8 1 (0.91%) Investment Banking
8 1 (0.91%) Retail Banking
Job Titles
1 58 (52.73%) Developer
2 18 (16.36%) ETL Developer
3 14 (12.73%) SQL Developer
4 13 (11.82%) Analyst
4 13 (11.82%) Architect
5 11 (10.00%) SSIS Developer
6 10 (9.09%) Data Architect
7 9 (8.18%) Consultant
8 7 (6.36%) Oracle Developer
9 6 (5.45%) Business Intelligence Developer
10 5 (4.55%) Data Warehouse Developer
10 5 (4.55%) Test Analyst
11 4 (3.64%) Data Consultant
11 4 (3.64%) Designer
11 4 (3.64%) Report Developer
11 4 (3.64%) TOGAF Architect
12 3 (2.73%) Migration Analyst
12 3 (2.73%) Redshift Developer
12 3 (2.73%) Senior Architect
12 3 (2.73%) SSRS Developer
Libraries, Frameworks & Software Standards
1 12 (10.91%) .NET
2 4 (3.64%) XML
3 3 (2.73%) REST
4 2 (1.82%) .NET Framework
4 2 (1.82%) CSS
4 2 (1.82%) HTML
4 2 (1.82%) Lucene
4 2 (1.82%) Visualforce
4 2 (1.82%) Web Services
4 2 (1.82%) WSDL
4 2 (1.82%) XSD
5 1 (0.91%) ASP.NET
5 1 (0.91%) JSON
5 1 (0.91%) Kafka
5 1 (0.91%) MDX
5 1 (0.91%) Oracle Fusion
5 1 (0.91%) SOAP
5 1 (0.91%) Spark Streaming
5 1 (0.91%) XML Schema
Miscellaneous
1 10 (9.09%) Analytical Skills
2 9 (8.18%) Data Structures
2 9 (8.18%) Management Information System
3 8 (7.27%) Reference Data
4 5 (4.55%) Linked Data
5 3 (2.73%) Data Protection Act
6 2 (1.82%) NHS
6 2 (1.82%) Taxonomies
7 1 (0.91%) Enterprise Software
7 1 (0.91%) Mainframe
Operating Systems
1 9 (8.18%) Unix
2 7 (6.36%) Linux
3 4 (3.64%) Windows
3 4 (3.64%) Windows Server
Processes & Methodologies
1 37 (33.64%) Business Intelligence
1 37 (33.64%) Data Modelling
2 32 (29.09%) Agile Software Development
3 31 (28.18%) Migration
4 26 (23.64%) Data Migration
5 22 (20.00%) Data Analysis
6 17 (15.45%) Data Integration
7 15 (13.64%) SDLC
8 12 (10.91%) Stakeholder Management
9 11 (10.00%) Analytics
9 11 (10.00%) Data Management
9 11 (10.00%) DevOps
10 10 (9.09%) Continuous Integration
10 10 (9.09%) Kimball Methodology
11 9 (8.18%) Data Architecture
11 9 (8.18%) ETL Development
11 9 (8.18%) Test Automation
11 9 (8.18%) TOGAF
12 7 (6.36%) Reference Data Management
13 6 (5.45%) Issue Tracking
Programming Languages
1 62 (56.36%) SQL
2 14 (12.73%) PL/SQL
3 11 (10.00%) T-SQL
4 9 (8.18%) Java
5 6 (5.45%) C#
5 6 (5.45%) Shell Script
6 4 (3.64%) PHP
6 4 (3.64%) VBA
7 3 (2.73%) JavaScript
8 2 (1.82%) Apex Code
8 2 (1.82%) Bash Shell
8 2 (1.82%) Perl
8 2 (1.82%) Python
8 2 (1.82%) R
8 2 (1.82%) Ruby
8 2 (1.82%) SPARQL
9 1 (0.91%) Data Analysis Expressions (DAX)
9 1 (0.91%) Java 9
9 1 (0.91%) PowerShell
9 1 (0.91%) Scala
Qualifications
1 11 (10.00%) SC Cleared
1 11 (10.00%) Security Cleared
2 2 (1.82%) ISTQB
Quality Assurance & Compliance
1 12 (10.91%) Data Quality
2 5 (4.55%) QA
3 3 (2.73%) IFRS
3 3 (2.73%) IFRS 9
4 2 (1.82%) Disclosure Scotland
5 1 (0.91%) GDPR
System Software
1 2 (1.82%) Docker
2 1 (0.91%) HDFS
Systems Management
1 1 (0.91%) Hadoop YARN
1 1 (0.91%) HP Quality Center
Vendors
1 33 (30.00%) Oracle
2 22 (20.00%) Microsoft
3 10 (9.09%) Informatica
4 7 (6.36%) Talend
5 5 (4.55%) Cloudera
5 5 (4.55%) MapR
5 5 (4.55%) Nuix
5 5 (4.55%) Splunk
6 4 (3.64%) SAP
6 4 (3.64%) Tableau
7 2 (1.82%) Dell
7 2 (1.82%) Google
7 2 (1.82%) Hyperion
7 2 (1.82%) IBM
7 2 (1.82%) MuleSoft
7 2 (1.82%) Salesforce.com
7 2 (1.82%) Teradata
8 1 (0.91%) HP
8 1 (0.91%) Jaspersoft
8 1 (0.91%) Netezza
Bournemouth, Dorset
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: 15 hours ago
Bristol, Avon
CPS Group UK
Rate: £300 - £400 per day
Posted: 4 days ago
St. Austell, Cornwall
Imerys Minerals Ltd
Rate: Up to £30,000 per annum Can be home based with some time spent in Par
Posted: 9 days ago
Swindon, Wiltshire
IBM Client Innovation Centre
Rate: From £36,000 to £42,700 per annum dependent on experience & assessment
Posted: 13 days ago