The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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 22 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)
South West / Gloucestershire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 38 52 47
Rank change year-on-year +14 -5  
Contract jobs citing ETL 6 3 4
As % of all contract IT jobs advertised in Gloucestershire 1.84% 0.63% 0.90%
As % of the Processes & Methodologies category 2.34% 0.82% 1.16%
Number of daily rates quoted 6 3 4
Median daily rate £379 £425 £400
Median daily rate % change year-on-year -10.88% +6.25%  
UK excluding London median daily rate £419 £403 £400
% change year-on-year +4.03% +0.62%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Gloucestershire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Gloucestershire
Contract job vacancies with a requirement for process and methodology skills 256 367 346
As % of all contract IT job vacancies advertised in Gloucestershire 78.53% 77.10% 77.75%
Number of daily rates quoted 159 210 228
Median daily rate £350 £400 £415
Median daily rate % change year-on-year -12.50% -3.61%  
90% offered a daily rate of more than £263 £300 £300
10% offered a daily rate of more than £438 £600 £516
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 32 13 19
Median hourly rate £45.00 £27.50 £27.50
Median hourly rate % change year-on-year +63.63% -  
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 Gloucestershire

The job posting trend of jobs advertised in Gloucestershire 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 Gloucestershire

ETL
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for ETL in Gloucestershire

ETL
Contractor Daily Rate Histogram in Gloucestershire

The daily rate distribution of IT jobs citing ETL in Gloucestershire over the 3 months to 22 June 2017.

Contractor daily rate histogram for ETL in Gloucestershire

ETL
Contract Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Gloucestershire region over the 3 months to 22 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
Cheltenham - 5 £388 -
ETL
South West

For the 6 months to 22 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 Gloucestershire region with a requirement for ETL.

1 6 (54.55%) SQL
1 6 (54.55%) Data Warehouse
2 5 (45.45%) Business Intelligence
2 5 (45.45%) Agile Software Development
3 3 (27.27%) JIRA
3 3 (27.27%) Test Automation
3 3 (27.27%) Data Modelling
3 3 (27.27%) SAP
3 3 (27.27%) PL/SQL
3 3 (27.27%) Migration
3 3 (27.27%) Stakeholder Management
3 3 (27.27%) Data Migration
4 2 (18.18%) Bash Shell
4 2 (18.18%) Confluence
4 2 (18.18%) Tableau
4 2 (18.18%) Data Governance
4 2 (18.18%) Data Quality
4 2 (18.18%) Oracle ODI
4 2 (18.18%) Amazon Redshift
4 2 (18.18%) Docker
4 2 (18.18%) DevOps
4 2 (18.18%) MuleSoft
4 2 (18.18%) Apache Qpid
4 2 (18.18%) GoogleTest
4 2 (18.18%) CMake
4 2 (18.18%) Bitbucket
4 2 (18.18%) Jenkins
4 2 (18.18%) SAS EBI
4 2 (18.18%) BusinessObjects Business Intelligence
4 2 (18.18%) Oracle Applications

ETL
Co-occurring IT Skills in Gloucestershire 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 2 (18.18%) Apache Qpid
1 2 (18.18%) Confluence
1 2 (18.18%) SAS
Business Applications
1 2 (18.18%) Dynamics CRM
1 2 (18.18%) Oracle Applications
Cloud Services
1 2 (18.18%) Amazon AWS
1 2 (18.18%) Amazon S3
Communications & Networking
1 2 (18.18%) AMQP
1 2 (18.18%) VoIP
1 2 (18.18%) Wireshark
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 2 (18.18%) Amazon Redshift
2 2 (18.18%) BusinessObjects Business Intelligence
2 2 (18.18%) dBASE
2 2 (18.18%) Oracle BI EE
2 2 (18.18%) Oracle ODI
2 2 (18.18%) SAS EBI
2 2 (18.18%) SQL Server Integration Services
3 1 (9.09%) Data Mining
3 1 (9.09%) SQL Server Reporting Services
Development Applications
1 3 (27.27%) JIRA
2 2 (18.18%) Bitbucket
2 2 (18.18%) CMake
2 2 (18.18%) Git (software)
2 2 (18.18%) GoogleTest
2 2 (18.18%) Jenkins
3 1 (9.09%) Selenium
3 1 (9.09%) SpecFlow
3 1 (9.09%) Visual Studio
3 1 (9.09%) WebDriver
General
1 2 (18.18%) Finance
2 1 (9.09%) Banking
2 1 (9.09%) Retail
2 1 (9.09%) Retail Banking
Job Titles
1 3 (27.27%) Analyst
2 2 (18.18%) Applications Developer
2 2 (18.18%) Business Intelligence Analyst
2 2 (18.18%) Developer
2 2 (18.18%) Oracle Applications Developer
2 2 (18.18%) Oracle Developer
2 2 (18.18%) Redshift Specialist
3 1 (9.09%) Architect
3 1 (9.09%) Business Intelligence Architect
3 1 (9.09%) Data Analyst
3 1 (9.09%) Data Manager
3 1 (9.09%) Data Migration Analyst
3 1 (9.09%) Data Warehouse Analyst
3 1 (9.09%) Data Warehouse Test Analyst
3 1 (9.09%) ETL Analyst
3 1 (9.09%) Financial Analyst
3 1 (9.09%) Migration Analyst
3 1 (9.09%) Service Manager
3 1 (9.09%) Test Data Analyst
3 1 (9.09%) Test Specialist
Libraries, Frameworks & Software Standards
1 2 (18.18%) CSS
1 2 (18.18%) HTML
2 1 (9.09%) .NET
2 1 (9.09%) XML
Miscellaneous
1 1 (9.09%) Reference Data
Processes & Methodologies
1 5 (45.45%) Agile Software Development
1 5 (45.45%) Business Intelligence
2 3 (27.27%) Data Migration
2 3 (27.27%) Data Modelling
2 3 (27.27%) Migration
2 3 (27.27%) Stakeholder Management
2 3 (27.27%) Test Automation
3 2 (18.18%) Continuous Integration
3 2 (18.18%) CRM
3 2 (18.18%) Data Analysis
3 2 (18.18%) Data Governance
3 2 (18.18%) DevOps
3 2 (18.18%) Scrum
3 2 (18.18%) User Acceptance Testing
4 1 (9.09%) ETL Development
4 1 (9.09%) Functional Testing
4 1 (9.09%) Master Data Management
4 1 (9.09%) Performance Testing
4 1 (9.09%) System Integration Testing
4 1 (9.09%) Technical Architecture
Programming Languages
1 6 (54.55%) SQL
2 3 (27.27%) PL/SQL
3 2 (18.18%) Bash Shell
3 2 (18.18%) JavaScript
3 2 (18.18%) Perl
3 2 (18.18%) Python
3 2 (18.18%) Ruby
4 1 (9.09%) T-SQL
Qualifications
1 2 (18.18%) SC Cleared
1 2 (18.18%) Security Cleared
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
2 1 (9.09%) QA
System Software
1 2 (18.18%) Docker
Vendors
1 3 (27.27%) SAP
2 2 (18.18%) Google
2 2 (18.18%) MuleSoft
2 2 (18.18%) Oracle
2 2 (18.18%) Tableau