The table below looks at the statistics for ETL skills in IT contracts advertised for the Merseyside region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 22 February 2017 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
22 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Merseyside
Rank 31 34 37
Rank change year-on-year
+3 +3
Contract jobs citing ETL 10 5 1
As % of all contract IT jobs located in Merseyside 3.23% 1.56% 0.30%
As % of the Processes & Methodologies category 3.91% 1.98% 0.41%
Number of daily rates quoted 4 4 0
Median daily rate £380 £444 -
Median daily rate % change year-on-year
-14.36% -
UK excluding London median daily rate £405 £400 £400
% change year-on-year
+1.31% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £38.25
% change year-on-year
-28.57% +46.40%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Merseyside region.

Processes & Methodologies Category
Merseyside
Contract IT job ads with a match in the
Processes & Methodologies category
256 253 242
As % of all contract IT jobs located in Merseyside 82.58% 79.06% 72.67%
Number of daily rates quoted 155 154 109
Median daily rate £468 £413 £400
Median daily rate % change year-on-year
+13.33% +3.12%
90% offered a daily rate of more than £325 £225 £250
10% offered a daily rate of more than £600 £500 £675
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 12 5 2
Median hourly rate £13.00 £40.00 £16.50
Median hourly rate % change year-on-year
-67.50% +142.42%
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

ETL
Jobs Demand Trend in Merseyside

The demand trend of contract jobs across the Merseyside region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Merseyside

ETL
Daily Rate Trend in Merseyside

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

ETL Daily Rate Trend in Merseyside

ETL
Daily Rate Histogram in Merseyside

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Merseyside region over the 3 months to 22 February 2017.

ETL Daily Rate Histogram 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 February 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 -4 6 £400 -9.85%
ETL
North West

ETL
Top 30 Related IT Skills in Merseyside

For the 6 months to 22 February 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 13 (61.90%) SQL Server
1 13 (61.90%) Data Modelling
2 11 (52.38%) SQL
3 10 (47.62%) Business Intelligence
4 9 (42.86%) Data Warehouse
4 9 (42.86%) SQL Server Integration Services
5 7 (33.33%) Data Quality
6 6 (28.57%) Oracle
7 5 (23.81%) Migration
7 5 (23.81%) Data Extraction
7 5 (23.81%) Data Migration
7 5 (23.81%) Data Structures
7 5 (23.81%) Logical Data Model
8 4 (19.05%) Analytical Skills
8 4 (19.05%) Records Management
8 4 (19.05%) Visualisation
8 4 (19.05%) SQL Server Reporting Services
8 4 (19.05%) T-SQL
9 3 (14.29%) Oracle Reports
9 3 (14.29%) Teradata
9 3 (14.29%) Data Management
9 3 (14.29%) Information Management
9 3 (14.29%) Physical Data Model
10 2 (9.52%) Dashboard Development
10 2 (9.52%) Kalman Filter
10 2 (9.52%) Power BI
10 2 (9.52%) Azure SQL Database
10 2 (9.52%) Data Visualisation
10 2 (9.52%) REST
10 2 (9.52%) Tableau

ETL
Top Related 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 2 (9.52%) SAS
2 1 (4.76%) Apache Spark
Cloud Services
1 2 (9.52%) Microsoft Azure
Database & Business Intelligence
1 13 (61.90%) SQL Server
2 9 (42.86%) Data Warehouse
2 9 (42.86%) SQL Server Integration Services
3 4 (19.05%) SQL Server Reporting Services
4 3 (14.29%) Oracle Reports
5 2 (9.52%) Azure SQL Database
5 2 (9.52%) DB2
5 2 (9.52%) Oracle BI EE
5 2 (9.52%) Power BI
5 2 (9.52%) SQL Server 2012
6 1 (4.76%) Apache Hive
6 1 (4.76%) Big Data
6 1 (4.76%) Hadoop
6 1 (4.76%) Oracle Database
6 1 (4.76%) Oracle Database 12c
6 1 (4.76%) Pentaho
6 1 (4.76%) PostgreSQL
6 1 (4.76%) QlikView
6 1 (4.76%) SAS Data Integration Studio
6 1 (4.76%) SQL Server Analysis Services
Development Applications
1 2 (9.52%) ERwin
2 1 (4.76%) Talend Open Studio
General
1 1 (4.76%) Back Office
1 1 (4.76%) Banking
1 1 (4.76%) Finance
1 1 (4.76%) Marketing
1 1 (4.76%) Retail
Job Titles
1 13 (61.90%) Developer
2 6 (28.57%) ETL Developer
3 4 (19.05%) Consultant
4 3 (14.29%) Business Intelligence Developer
4 3 (14.29%) Data Warehouse Developer
4 3 (14.29%) SQL Developer
4 3 (14.29%) SSIS Developer
4 3 (14.29%) SSRS Developer
5 2 (9.52%) Architect
5 2 (9.52%) Business Intelligence Consultant
5 2 (9.52%) Data Modeller
5 2 (9.52%) SQL Server Data Warehouse Developer
5 2 (9.52%) SQL Server Developer
5 2 (9.52%) Tableau Consultant
6 1 (4.76%) Applications Developer
6 1 (4.76%) Business Developer
6 1 (4.76%) Data Architect
6 1 (4.76%) Database Developer
6 1 (4.76%) Oracle Developer
6 1 (4.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (9.52%) .NET
1 2 (9.52%) REST
1 2 (9.52%) Web Services
1 2 (9.52%) XML
1 2 (9.52%) XSLT
Miscellaneous
1 5 (23.81%) Data Structures
2 4 (19.05%) Analytical Skills
Processes & Methodologies
1 13 (61.90%) Data Modelling
2 10 (47.62%) Business Intelligence
3 5 (23.81%) Data Extraction
3 5 (23.81%) Data Migration
3 5 (23.81%) Logical Data Model
3 5 (23.81%) Migration
4 4 (19.05%) Records Management
4 4 (19.05%) Visualisation
5 3 (14.29%) Data Management
5 3 (14.29%) Information Management
5 3 (14.29%) Physical Data Model
6 2 (9.52%) Analytics
6 2 (9.52%) CRUD
6 2 (9.52%) Dashboard Development
6 2 (9.52%) Data Architecture
6 2 (9.52%) Data Visualisation
6 2 (9.52%) Dimensional Modelling
6 2 (9.52%) Kalman Filter
6 2 (9.52%) Metadata Management
6 2 (9.52%) Product Management
Programming Languages
1 11 (52.38%) SQL
2 4 (19.05%) T-SQL
3 2 (9.52%) C#
3 2 (9.52%) PowerShell
Qualifications
1 2 (9.52%) Degree
Quality Assurance & Compliance
1 7 (33.33%) Data Quality
Vendors
1 6 (28.57%) Oracle
2 3 (14.29%) Teradata
3 2 (9.52%) Microsoft
3 2 (9.52%) Tableau
4 1 (4.76%) SAP
4 1 (4.76%) Talend