The table below looks at the statistics for ETL skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 24 May 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
24 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 52 41 48
Rank change year-on-year
-11 +7
Contract jobs citing ETL 44 48 37
As % of all contract IT jobs located in Edinburgh 3.12% 3.38% 3.01%
As % of the Processes & Methodologies category 3.79% 4.16% 3.96%
Number of daily rates quoted 32 34 22
Median daily rate £413 £349 £331
Median daily rate % change year-on-year
+18.27% +5.28%
90% offered a daily rate of more than £330 £250 £190
10% offered a daily rate of more than £500 £493 £473
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 £20.50 £37.40 £55.00
% change year-on-year
-45.18% -32.00%
ETL
Scotland

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

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
1160 1153 934
As % of all contract IT jobs located in Edinburgh 82.27% 81.14% 75.93%
Number of daily rates quoted 670 647 573
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £550 £500 £524
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 3 16 21
Median hourly rate £20.50 £37.50 £25.00
Median hourly rate % change year-on-year
-45.33% +50.00%
90% offered a hourly rate of more than £19.95 £14.00 £18.00
10% offered a hourly rate of more than £40.00 £42.50 £32.00
UK excluding London median hourly rate £35.00 £31.00 £30.00
% change year-on-year
+12.90% +3.33%

ETL
Jobs Demand Trend in Edinburgh

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

ETL Jobs Demand Trend in Edinburgh

ETL
Daily Rate Trend in Edinburgh

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

ETL Daily Rate Trend in Edinburgh

ETL
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Edinburgh region over the 3 months to 24 May 2016.

ETL Daily Rate Histogram in Edinburgh

ETL
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Edinburgh region.

ETL Hourly Rate Trend in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 May 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 Edinburgh region with a requirement for ETL.

1 48 (50.00%) Finance
2 44 (45.83%) Data Warehouse
3 43 (44.79%) SQL
4 27 (28.13%) Data Modelling
5 26 (27.08%) Agile Software Development
6 24 (25.00%) Oracle
7 20 (20.83%) Migration
8 19 (19.79%) Banking
8 19 (19.79%) SQL Server
8 19 (19.79%) Data Migration
9 18 (18.75%) Data Quality
10 16 (16.67%) Business Intelligence
10 16 (16.67%) Informatica
11 15 (15.63%) Teradata
12 14 (14.58%) Unix
12 14 (14.58%) Microsoft Azure
12 14 (14.58%) Data Analysis
13 13 (13.54%) Web Services
13 13 (13.54%) C#
14 12 (12.50%) .NET
14 12 (12.50%) Amazon AWS
14 12 (12.50%) Oracle Database
15 11 (11.46%) Analytics
15 11 (11.46%) ETL Development
15 11 (11.46%) SQL Server Integration Services
16 10 (10.42%) Data Architecture
16 10 (10.42%) Microsoft
16 10 (10.42%) BizTalk Server
16 10 (10.42%) Stakeholder Management
16 10 (10.42%) Data Management

ETL
Top Related IT Skills in Edinburgh 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 10 (10.42%) BizTalk Server
2 8 (8.33%) SAS
3 2 (2.08%) GeoServer
3 2 (2.08%) Node.js
4 1 (1.04%) SharePoint
4 1 (1.04%) WebSphere
Applications
1 6 (6.25%) MS Excel
2 1 (1.04%) MS PowerPoint
Business Applications
1 9 (9.38%) Unit4 Business World
2 3 (3.13%) Markit EDM
Cloud Services
1 14 (14.58%) Microsoft Azure
2 12 (12.50%) Amazon AWS
Communications & Networking
1 1 (1.04%) HTTP
1 1 (1.04%) Intranet
1 1 (1.04%) TCP/IP
Database & Business Intelligence
1 44 (45.83%) Data Warehouse
2 19 (19.79%) SQL Server
3 12 (12.50%) Oracle Database
4 11 (11.46%) SQL Server Integration Services
5 9 (9.38%) PowerCenter
6 8 (8.33%) SQL Server Analysis Services
6 8 (8.33%) SQL Server Reporting Services
7 6 (6.25%) Big Data
7 6 (6.25%) Enterprise Data Warehouse
8 5 (5.21%) Microsoft Analysis Services
9 4 (4.17%) MySQL
9 4 (4.17%) Oracle Database 11g
9 4 (4.17%) Pentaho
9 4 (4.17%) SQL Server 2008
9 4 (4.17%) SQL Server 2014
10 3 (3.13%) Data Mart
10 3 (3.13%) DataStage
10 3 (3.13%) OLTP
10 3 (3.13%) Oracle OWB
10 3 (3.13%) SQL Server 2012
Development Applications
1 8 (8.33%) ERwin
2 5 (5.21%) Team Foundation Server
3 2 (2.08%) Bower
3 2 (2.08%) DBeaver
3 2 (2.08%) Git (software)
3 2 (2.08%) Hudson
3 2 (2.08%) Jenkins
3 2 (2.08%) Subversion
3 2 (2.08%) Visual Studio Tools for Office
4 1 (1.04%) JIRA
4 1 (1.04%) JMeter
4 1 (1.04%) Selenium
4 1 (1.04%) WebDriver
General
1 48 (50.00%) Finance
2 19 (19.79%) Banking
3 8 (8.33%) Retail
4 4 (4.17%) Retail Banking
5 3 (3.13%) Law
6 2 (2.08%) Front Office
Job Titles
1 28 (29.17%) Developer
2 27 (28.13%) Architect
3 14 (14.58%) Analyst
4 13 (13.54%) Data Architect
5 12 (12.50%) Consultant
5 12 (12.50%) Technical Architect
6 10 (10.42%) BizTalk Developer
7 8 (8.33%) Integration Architect
7 8 (8.33%) Test Analyst
8 7 (7.29%) Business Intelligence Developer
9 6 (6.25%) Data Warehouse Architect
9 6 (6.25%) SQL Developer
10 5 (5.21%) ETL Analyst
10 5 (5.21%) Informatica Consultant
10 5 (5.21%) Senior Analyst
10 5 (5.21%) Solutions Architect
10 5 (5.21%) SQL BI Developer
11 4 (4.17%) ETL Developer
11 4 (4.17%) Informatica Developer
11 4 (4.17%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 13 (13.54%) Web Services
2 12 (12.50%) .NET
3 9 (9.38%) Middleware
4 3 (3.13%) HTML
4 3 (3.13%) PostGIS
5 2 (2.08%) AngularJS
5 2 (2.08%) CSS
5 2 (2.08%) Flask
5 2 (2.08%) jQuery
5 2 (2.08%) OpenLayers
5 2 (2.08%) REST
5 2 (2.08%) Sass
6 1 (1.04%) ASP.NET
6 1 (1.04%) ASP.NET MVC
6 1 (1.04%) COM
6 1 (1.04%) Gherkin
6 1 (1.04%) WebSphere MQ
Miscellaneous
1 7 (7.29%) Computer Science
2 5 (5.21%) Hybrid Cloud
3 3 (3.13%) Data Integration
3 3 (3.13%) Fintech
4 2 (2.08%) Analytical Skills
4 2 (2.08%) Management Information System
4 2 (2.08%) Photography
4 2 (2.08%) Visualisation
5 1 (1.04%) Enterprise Software
5 1 (1.04%) Mainframe
Operating Systems
1 14 (14.58%) Unix
2 2 (2.08%) Linux
3 1 (1.04%) Windows
Processes & Methodologies
1 27 (28.13%) Data Modelling
2 26 (27.08%) Agile Software Development
3 20 (20.83%) Migration
4 19 (19.79%) Data Migration
5 16 (16.67%) Business Intelligence
6 14 (14.58%) Data Analysis
7 11 (11.46%) Analytics
7 11 (11.46%) ETL Development
8 10 (10.42%) Data Architecture
8 10 (10.42%) Data Management
8 10 (10.42%) Stakeholder Management
9 9 (9.38%) Integration Testing
9 9 (9.38%) SOA
10 7 (7.29%) Asset Management
10 7 (7.29%) Dimensional Modelling
10 7 (7.29%) ERP
10 7 (7.29%) Microservices
10 7 (7.29%) Software Testing
10 7 (7.29%) User Acceptance Testing
11 6 (6.25%) Data Analytics
Programming Languages
1 43 (44.79%) SQL
2 13 (13.54%) C#
3 6 (6.25%) PL/SQL
4 5 (5.21%) Java
5 4 (4.17%) Perl
6 3 (3.13%) JavaScript
6 3 (3.13%) Python
6 3 (3.13%) T-SQL
6 3 (3.13%) VBA
7 2 (2.08%) CoffeeScript
Qualifications
1 7 (7.29%) Degree
2 2 (2.08%) ISEB
3 1 (1.04%) Security Cleared
Quality Assurance & Compliance
1 18 (18.75%) Data Quality
2 1 (1.04%) Disclosure Scotland
2 1 (1.04%) SLA
2 1 (1.04%) Solvency II
System Software
1 1 (1.04%) Tivoli Workload Scheduler
Systems Management
1 7 (7.29%) HP Quality Center
2 1 (1.04%) Tivoli
Vendors
1 24 (25.00%) Oracle
2 16 (16.67%) Informatica
3 15 (15.63%) Teradata
4 10 (10.42%) Microsoft
5 8 (8.33%) CA
6 5 (5.21%) Ab Initio
7 2 (2.08%) Charles River
7 2 (2.08%) IBM
7 2 (2.08%) VMware
8 1 (1.04%) Percona
8 1 (1.04%) Sybase
Edinburgh
Hays Specialist Recruitment Ltd
Rate: £350.00 - £400.00 per day
Posted: 10 days ago