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 5 December 2016 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
5 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 25 29 21
Rank change year-on-year
+4 -8
Contract jobs citing ETL 5 6 5
As % of all contract IT jobs located in Liverpool 2.54% 2.09% 2.70%
As % of the Processes & Methodologies category 3.70% 2.48% 3.50%
Number of daily rates quoted 2 4 1
Median daily rate £395 £375 £350
Median daily rate % change year-on-year
+5.33% +7.14%
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
ETL
Merseyside

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
135 242 143
As % of all contract IT jobs located in Liverpool 68.53% 84.32% 77.30%
Number of daily rates quoted 91 141 97
Median daily rate £388 £420 £350
Median daily rate % change year-on-year
-7.73% +20.00%
90% offered a daily rate of more than £302 £275 £220
10% offered a daily rate of more than £550 £524 £520
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 2 6 4
Median hourly rate £22.85 £30.19 £14.00
Median hourly rate % change year-on-year
-24.32% +115.64%
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

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
Top 30 Related IT Skills in Liverpool

For the 6 months to 5 December 2016, 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 4 (36.36%) Data Modelling
1 4 (36.36%) Migration
1 4 (36.36%) SQL
1 4 (36.36%) SQL Server
1 4 (36.36%) SQL Server Integration Services
1 4 (36.36%) Talend
1 4 (36.36%) Talend Open Studio
2 3 (27.27%) Agile Software Development
2 3 (27.27%) Data Migration
2 3 (27.27%) Web Services
2 3 (27.27%) XML
2 3 (27.27%) Java
2 3 (27.27%) Business Intelligence
2 3 (27.27%) Oracle
3 2 (18.18%) Data Warehouse
3 2 (18.18%) Advertising
3 2 (18.18%) SQL Server Reporting Services
3 2 (18.18%) Enterprise Software
3 2 (18.18%) Enterprise Architecture
3 2 (18.18%) Oracle Service Bus
3 2 (18.18%) Data Structures
3 2 (18.18%) Records Management
3 2 (18.18%) Virtual Team
4 1 (9.09%) Matrix Organization
4 1 (9.09%) Logical Data Model
4 1 (9.09%) Physical Data Model
4 1 (9.09%) Pentaho
4 1 (9.09%) Tableau
4 1 (9.09%) Process Improvement
4 1 (9.09%) Data Quality

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%) Oracle Service Bus
2 1 (9.09%) SAS
Database & Business Intelligence
1 4 (36.36%) SQL Server
1 4 (36.36%) SQL Server Integration Services
2 2 (18.18%) Data Warehouse
2 2 (18.18%) SQL Server Reporting Services
3 1 (9.09%) Pentaho
3 1 (9.09%) PostgreSQL
3 1 (9.09%) PowerCenter
3 1 (9.09%) SAS Data Integration Studio
3 1 (9.09%) SQL Server 2008
3 1 (9.09%) SQL Server Analysis Services
3 1 (9.09%) Star Schema
Development Applications
1 4 (36.36%) Talend Open Studio
General
1 2 (18.18%) Advertising
2 1 (9.09%) Back Office
2 1 (9.09%) Games
Job Titles
1 10 (90.91%) Developer
2 4 (36.36%) ETL Developer
3 2 (18.18%) Business Intelligence Developer
3 2 (18.18%) Integration Developer
3 2 (18.18%) SQL Developer
4 1 (9.09%) .NET Developer
4 1 (9.09%) Architect
4 1 (9.09%) Business Intelligence Architect
4 1 (9.09%) C# .NET Developer
4 1 (9.09%) C# Developer
4 1 (9.09%) Data Warehouse Developer
4 1 (9.09%) Database Developer
4 1 (9.09%) Informatica Developer
4 1 (9.09%) Java Developer
4 1 (9.09%) Oracle Developer
4 1 (9.09%) SAS Data Integration Studio Developer
4 1 (9.09%) SAS Developer
4 1 (9.09%) SAS ETL Developer
4 1 (9.09%) SQL BI Developer
4 1 (9.09%) Talend Developer
Libraries, Frameworks & Software Standards
1 3 (27.27%) Web Services
1 3 (27.27%) XML
2 1 (9.09%) .NET
2 1 (9.09%) XSLT
Miscellaneous
1 2 (18.18%) Data Structures
1 2 (18.18%) Enterprise Software
1 2 (18.18%) Virtual Team
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Data Extraction
2 1 (9.09%) Data Integration
Operating Systems
1 1 (9.09%) Unix
Processes & Methodologies
1 4 (36.36%) Data Modelling
1 4 (36.36%) Migration
2 3 (27.27%) Agile Software Development
2 3 (27.27%) Business Intelligence
2 3 (27.27%) Data Migration
3 2 (18.18%) Enterprise Architecture
3 2 (18.18%) Records Management
4 1 (9.09%) Analytics
4 1 (9.09%) B2C
4 1 (9.09%) Business Analytics
4 1 (9.09%) Data Architecture
4 1 (9.09%) Data Management
4 1 (9.09%) Information Management
4 1 (9.09%) Kimball Methodology
4 1 (9.09%) Logical Data Model
4 1 (9.09%) Matrix Organization
4 1 (9.09%) Performance Tuning
4 1 (9.09%) Physical Data Model
4 1 (9.09%) Process Improvement
4 1 (9.09%) Unit Testing
Programming Languages
1 4 (36.36%) SQL
2 3 (27.27%) Java
3 1 (9.09%) C#
3 1 (9.09%) PL/SQL
3 1 (9.09%) PowerShell
3 1 (9.09%) Shell Script
3 1 (9.09%) T-SQL
Qualifications
1 1 (9.09%) SC Cleared
1 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 4 (36.36%) Talend
2 3 (27.27%) Oracle
3 1 (9.09%) Informatica
3 1 (9.09%) Microsoft
3 1 (9.09%) Siebel
3 1 (9.09%) Tableau