The following table provides summary statistics for contract job vacancies advertised in Merseyside 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)
North West / Merseyside
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 42 33 27
Rank change year-on-year -9 -6  
Contract jobs citing ETL 4 9 14
As % of all contract IT jobs advertised in Merseyside 1.20% 2.71% 3.62%
As % of the Processes & Methodologies category 1.49% 3.27% 5.15%
Number of daily rates quoted 3 7 9
Median daily rate £425 £400 £320
Median daily rate % change year-on-year +6.25% +25.00%  
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 Merseyside with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Merseyside
Contract job vacancies with a requirement for process and methodology skills 269 275 272
As % of all contract IT job vacancies advertised in Merseyside 81.02% 82.83% 70.28%
Number of daily rates quoted 184 161 131
Median daily rate £425 £375 £475
Median daily rate % change year-on-year +13.33% -21.05%  
90% offered a daily rate of more than £325 £275 £265
10% offered a daily rate of more than £550 £525 £675
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 2 2 1
Median hourly rate £13.50 £18.80 £51.67
Median hourly rate % change year-on-year -28.19% -63.61%  
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 Merseyside

The job posting trend of jobs advertised in Merseyside 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 Merseyside

ETL
Contractor Daily Rate Trend in Merseyside

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

Contractor daily rate trend for ETL in Merseyside

ETL
Contract Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Merseyside 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
Liverpool -8 2 £425 +6.25% 1
Birkenhead - 1 £350 -
ETL
North 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 Merseyside region with a requirement for ETL.

1 7 (63.64%) Business Intelligence
2 6 (54.55%) Data Modelling
2 6 (54.55%) SQL Server
3 5 (45.45%) SQL
3 5 (45.45%) SQL Server Integration Services
3 5 (45.45%) Oracle
4 4 (36.36%) Data Warehouse
4 4 (36.36%) Teradata
5 3 (27.27%) Microsoft
5 3 (27.27%) ERwin
5 3 (27.27%) Metadata Management
5 3 (27.27%) CRUD
5 3 (27.27%) Logical Data Model
6 2 (18.18%) SQL Server 2014
6 2 (18.18%) SQL Server 2016
6 2 (18.18%) Data Transformation
6 2 (18.18%) Oracle BI EE
6 2 (18.18%) SQL Server 2012
6 2 (18.18%) SQL Server Analysis Services
6 2 (18.18%) Microsoft Azure
6 2 (18.18%) Retail
6 2 (18.18%) SQL Server Reporting Services
7 1 (9.09%) Logistics
7 1 (9.09%) Software Engineering
7 1 (9.09%) Systems Analysis
7 1 (9.09%) Banking
7 1 (9.09%) SAS
7 1 (9.09%) ERP
7 1 (9.09%) T-SQL
7 1 (9.09%) SAP

ETL
Co-occurring IT Skills in Merseyside 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 1 (9.09%) Apache Spark
1 1 (9.09%) SAS
Cloud Services
1 2 (18.18%) Microsoft Azure
Database & Business Intelligence
1 6 (54.55%) SQL Server
2 5 (45.45%) SQL Server Integration Services
3 4 (36.36%) Data Warehouse
4 2 (18.18%) Oracle BI EE
4 2 (18.18%) SQL Server 2012
4 2 (18.18%) SQL Server 2014
4 2 (18.18%) SQL Server 2016
4 2 (18.18%) SQL Server Analysis Services
4 2 (18.18%) SQL Server Reporting Services
5 1 (9.09%) Apache Hive
5 1 (9.09%) Azure SQL Database
5 1 (9.09%) Big Data
5 1 (9.09%) Hadoop
5 1 (9.09%) Oracle Database
5 1 (9.09%) Oracle Database 12c
5 1 (9.09%) Oracle Reports
5 1 (9.09%) Power BI
5 1 (9.09%) QlikView
5 1 (9.09%) SQL Server 2005
Development Applications
1 3 (27.27%) ERwin
General
1 2 (18.18%) Retail
2 1 (9.09%) Banking
2 1 (9.09%) Finance
2 1 (9.09%) Marketing
Job Titles
1 5 (45.45%) Developer
2 3 (27.27%) Business Intelligence Developer
2 3 (27.27%) Data Modeller
2 3 (27.27%) SSIS Developer
3 2 (18.18%) ETL Developer
3 2 (18.18%) Microsoft BI Developer
3 2 (18.18%) Microsoft Developer
3 2 (18.18%) SSAS Developer
3 2 (18.18%) SSRS Developer
4 1 (9.09%) Architect
4 1 (9.09%) Business Developer
4 1 (9.09%) Business Intelligence Consultant
4 1 (9.09%) Consultant
4 1 (9.09%) Data Architect
4 1 (9.09%) DBA
4 1 (9.09%) Oracle Developer
4 1 (9.09%) Solutions Architect
4 1 (9.09%) SQL DBA
4 1 (9.09%) SQL Developer
4 1 (9.09%) SQL Server Developer
Miscellaneous
1 1 (9.09%) Analytical Skills
Processes & Methodologies
1 7 (63.64%) Business Intelligence
2 6 (54.55%) Data Modelling
3 3 (27.27%) CRUD
3 3 (27.27%) Logical Data Model
3 3 (27.27%) Metadata Management
4 2 (18.18%) Data Transformation
5 1 (9.09%) Analytics
5 1 (9.09%) Change Data Capture
5 1 (9.09%) Complex ETL
5 1 (9.09%) Data Architecture
5 1 (9.09%) Data Cleansing
5 1 (9.09%) Data Governance
5 1 (9.09%) Data Integration
5 1 (9.09%) Data Visualisation
5 1 (9.09%) High Availability
5 1 (9.09%) Kimball Methodology
5 1 (9.09%) Migration
5 1 (9.09%) Requirements Analysis
5 1 (9.09%) System Testing
5 1 (9.09%) Visualisation
Programming Languages
1 5 (45.45%) SQL
2 1 (9.09%) T-SQL
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 5 (45.45%) Oracle
2 4 (36.36%) Teradata
3 3 (27.27%) Microsoft
4 1 (9.09%) SAP