The table below looks at the statistics for ETL skills in IT contracts advertised for the Liverpool region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 23 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
23 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Merseyside / Liverpool
Rank 31 27 29
Rank change year-on-year
-4 +2
Contract jobs citing ETL 6 5 1
As % of all contract IT jobs located in Liverpool 2.49% 2.15% 0.46%
As % of the Processes & Methodologies category 2.97% 2.67% 0.60%
Number of daily rates quoted 3 4 0
Median daily rate £400 £444 -
Median daily rate % change year-on-year
-9.85% -
UK excluding London median daily rate £401 £400 £400
% change year-on-year
+0.31% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.50 £56.00 £40.00
% change year-on-year
-27.67% +40.00%

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

Processes & Methodologies Category
Liverpool
Contract IT job ads with a match in the
Processes & Methodologies category
202 187 167
As % of all contract IT jobs located in Liverpool 83.82% 80.26% 77.31%
Number of daily rates quoted 129 133 88
Median daily rate £475 £438 £400
Median daily rate % change year-on-year
+8.57% +9.37%
90% offered a daily rate of more than £325 £300 £240
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 1
Median hourly rate £13.00 £40.00 £10.25
Median hourly rate % change year-on-year
-67.50% +290.24%
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

ETL
Jobs Demand Trend in Liverpool

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

ETL Jobs Demand Trend in Liverpool

ETL
Daily Rate Trend in Liverpool

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

ETL Daily Rate Trend in Liverpool

ETL
Daily Rate Histogram in Liverpool

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Liverpool region over the 3 months to 23 February 2017.

ETL Daily Rate Histogram in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 23 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 Liverpool region with a requirement for ETL.

1 7 (63.64%) SQL Server
1 7 (63.64%) Data Warehouse
1 7 (63.64%) Data Modelling
2 6 (54.55%) Business Intelligence
2 6 (54.55%) SQL
3 4 (36.36%) Oracle
3 4 (36.36%) SQL Server Integration Services
3 4 (36.36%) Data Quality
3 4 (36.36%) Analytical Skills
4 3 (27.27%) Oracle Reports
4 3 (27.27%) Data Extraction
5 2 (18.18%) Migration
5 2 (18.18%) DB2
5 2 (18.18%) SAS
5 2 (18.18%) Microsoft
5 2 (18.18%) SQL Server Reporting Services
5 2 (18.18%) Degree
5 2 (18.18%) Dimensional Modelling
5 2 (18.18%) Oracle BI EE
5 2 (18.18%) Data Migration
5 2 (18.18%) REST
5 2 (18.18%) Tableau
5 2 (18.18%) Data Architecture
5 2 (18.18%) Product Management
5 2 (18.18%) Visualisation
5 2 (18.18%) Dashboard Development
5 2 (18.18%) Data Structures
5 2 (18.18%) Records Management
5 2 (18.18%) Analytics
5 2 (18.18%) Kalman Filter

ETL
Top Related IT Skills in Liverpool 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%) SAS
2 1 (9.09%) Apache Spark
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
1 7 (63.64%) SQL Server
2 4 (36.36%) SQL Server Integration Services
3 3 (27.27%) Oracle Reports
4 2 (18.18%) DB2
4 2 (18.18%) Oracle BI EE
4 2 (18.18%) SQL Server Reporting Services
5 1 (9.09%) Apache Hive
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%) Pentaho
5 1 (9.09%) PostgreSQL
5 1 (9.09%) QlikView
5 1 (9.09%) SAS Data Integration Studio
5 1 (9.09%) SQL Server Analysis Services
5 1 (9.09%) Star Schema
Development Applications
1 1 (9.09%) Talend Open Studio
General
1 1 (9.09%) Back Office
1 1 (9.09%) Banking
1 1 (9.09%) Finance
1 1 (9.09%) Marketing
1 1 (9.09%) Retail
Job Titles
1 7 (63.64%) Developer
2 3 (27.27%) Business Intelligence Developer
2 3 (27.27%) ETL Developer
3 2 (18.18%) Architect
3 2 (18.18%) Consultant
3 2 (18.18%) Tableau Consultant
4 1 (9.09%) .NET Developer
4 1 (9.09%) Applications Developer
4 1 (9.09%) Business Developer
4 1 (9.09%) C# .NET Developer
4 1 (9.09%) C# Developer
4 1 (9.09%) Data Architect
4 1 (9.09%) Microsoft BI Developer
4 1 (9.09%) Oracle Developer
4 1 (9.09%) QlikView Developer
4 1 (9.09%) SAS Data Integration Studio Developer
4 1 (9.09%) Solutions Architect
4 1 (9.09%) SSAS Developer
4 1 (9.09%) SSIS Developer
4 1 (9.09%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (18.18%) REST
2 1 (9.09%) .NET
2 1 (9.09%) Web Services
2 1 (9.09%) XML
2 1 (9.09%) XSLT
Miscellaneous
1 4 (36.36%) Analytical Skills
2 2 (18.18%) Data Structures
Processes & Methodologies
1 7 (63.64%) Data Modelling
2 6 (54.55%) Business Intelligence
3 3 (27.27%) Data Extraction
4 2 (18.18%) Analytics
4 2 (18.18%) Dashboard Development
4 2 (18.18%) Data Architecture
4 2 (18.18%) Data Migration
4 2 (18.18%) Dimensional Modelling
4 2 (18.18%) Kalman Filter
4 2 (18.18%) Migration
4 2 (18.18%) Product Management
4 2 (18.18%) Records Management
4 2 (18.18%) Visualisation
5 1 (9.09%) Data Management
5 1 (9.09%) Information Management
5 1 (9.09%) Logistics
5 1 (9.09%) Requirements Analysis
5 1 (9.09%) Software Engineering
5 1 (9.09%) System Testing
5 1 (9.09%) Unit Testing
Programming Languages
1 6 (54.55%) SQL
2 1 (9.09%) C#
2 1 (9.09%) PowerShell
2 1 (9.09%) T-SQL
Qualifications
1 2 (18.18%) Degree
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
Vendors
1 4 (36.36%) Oracle
2 2 (18.18%) Microsoft
2 2 (18.18%) Tableau
3 1 (9.09%) SAP
3 1 (9.09%) Talend
3 1 (9.09%) Teradata