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 28 July 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
28 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 39 29 44
Rank change year-on-year
-10 +15
Contract jobs citing ETL 55 66 42
As % of all contract IT jobs located in Edinburgh 4.39% 4.11% 3.27%
As % of the Processes & Methodologies category 5.30% 4.99% 4.15%
Number of daily rates quoted 36 42 24
Median daily rate £430 £384 £391
Median daily rate % change year-on-year
+12.05% -1.91%
90% offered a daily rate of more than £338 £290 £255
10% offered a daily rate of more than £500 £500 £550
UK excluding London median daily rate £400 £389 £375
% change year-on-year
+2.89% +3.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%
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
1038 1322 1011
As % of all contract IT jobs located in Edinburgh 82.84% 82.32% 78.74%
Number of daily rates quoted 561 685 589
Median daily rate £390 £375 £400
Median daily rate % change year-on-year
+4.00% -6.25%
90% offered a daily rate of more than £280 £280 £265
10% offered a daily rate of more than £500 £500 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 8 9 13
Median hourly rate £42.50 £16.00 £18.00
Median hourly rate % change year-on-year
+165.62% -11.11%
90% offered a hourly rate of more than £11.03 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £42.50 £24.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 28 July 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 28 July 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 65 (59.09%) Finance
2 55 (50.00%) Data Warehouse
3 48 (43.64%) SQL
4 45 (40.91%) Data Modelling
5 33 (30.00%) Oracle
6 29 (26.36%) Teradata
7 27 (24.55%) Migration
8 25 (22.73%) Data Migration
9 21 (19.09%) Data Architecture
9 21 (19.09%) Banking
9 21 (19.09%) SQL Server
9 21 (19.09%) Informatica
10 20 (18.18%) Agile Software Development
10 20 (18.18%) Data Quality
11 18 (16.36%) Dimensional Modelling
11 18 (16.36%) Business Intelligence
11 18 (16.36%) Unix
12 16 (14.55%) Stakeholder Management
13 15 (13.64%) Data Analysis
13 15 (13.64%) SQL Server Integration Services
14 14 (12.73%) Oracle Database
15 13 (11.82%) ETL Development
16 12 (10.91%) PowerCenter
16 12 (10.91%) SQL Server Reporting Services
17 11 (10.00%) .NET
17 11 (10.00%) C#
18 10 (9.09%) ERwin
18 10 (9.09%) CA
18 10 (9.09%) Microsoft
18 10 (9.09%) Retail

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 9 (8.18%) BizTalk Server
2 6 (5.45%) SAS
3 2 (1.82%) GeoServer
3 2 (1.82%) PowerExchange
4 1 (0.91%) SharePoint
4 1 (0.91%) WebSphere
Applications
1 4 (3.64%) MS Excel
2 2 (1.82%) MS PowerPoint
Business Applications
1 7 (6.36%) Unit4 Business World
2 4 (3.64%) Markit EDM
3 1 (0.91%) thinkFolio
Cloud Services
1 7 (6.36%) Microsoft Azure
2 2 (1.82%) Amazon AWS
3 1 (0.91%) SaaS
Communications & Networking
1 1 (0.91%) HTTP
1 1 (0.91%) Internet
1 1 (0.91%) LAN
1 1 (0.91%) SAN
1 1 (0.91%) TCP/IP
1 1 (0.91%) Wi-Fi
1 1 (0.91%) WLAN
Database & Business Intelligence
1 55 (50.00%) Data Warehouse
2 21 (19.09%) SQL Server
3 15 (13.64%) SQL Server Integration Services
4 14 (12.73%) Oracle Database
5 12 (10.91%) PowerCenter
5 12 (10.91%) SQL Server Reporting Services
6 9 (8.18%) Enterprise Data Warehouse
7 8 (7.27%) Big Data
8 7 (6.36%) QlikView
8 7 (6.36%) Relational Database
8 7 (6.36%) SQL Server 2008
8 7 (6.36%) SQL Server 2012
8 7 (6.36%) SQL Server Analysis Services
9 5 (4.55%) BusinessObjects
10 4 (3.64%) Microsoft Analysis Services
10 4 (3.64%) Oracle Database 11g
10 4 (3.64%) SQL Server 2014
11 3 (2.73%) Data Mart
11 3 (2.73%) Hadoop
11 3 (2.73%) HDInsight
Development Applications
1 10 (9.09%) ERwin
2 4 (3.64%) Team Foundation Server
3 3 (2.73%) Subversion
4 2 (1.82%) Bower
4 2 (1.82%) DBeaver
4 2 (1.82%) Git (software)
4 2 (1.82%) Hudson
4 2 (1.82%) Jenkins
5 1 (0.91%) JIRA
5 1 (0.91%) JMeter
5 1 (0.91%) Selenium
5 1 (0.91%) SQL Server Management Studio (SSMS)
5 1 (0.91%) WebDriver
General
1 65 (59.09%) Finance
2 21 (19.09%) Banking
3 10 (9.09%) Retail
4 5 (4.55%) Law
4 5 (4.55%) Retail Banking
5 1 (0.91%) Front Office
5 1 (0.91%) Legal
5 1 (0.91%) Marketing
Job Titles
1 34 (30.91%) Developer
2 33 (30.00%) Architect
3 26 (23.64%) Data Architect
4 14 (12.73%) Analyst
4 14 (12.73%) Data Warehouse Architect
5 11 (10.00%) Consultant
5 11 (10.00%) Solutions Architect
6 9 (8.18%) Business Intelligence Developer
6 9 (8.18%) SQL Developer
7 8 (7.27%) BizTalk Developer
7 8 (7.27%) SQL BI Developer
8 7 (6.36%) Informatica Consultant
8 7 (6.36%) QlikView Developer
8 7 (6.36%) Test Analyst
9 6 (5.45%) ETL Analyst
9 6 (5.45%) ETL Developer
9 6 (5.45%) SSIS Developer
9 6 (5.45%) Technical Architect
10 5 (4.55%) Data Analyst
10 5 (4.55%) Senior Developer
Libraries, Frameworks & Software Standards
1 11 (10.00%) .NET
2 8 (7.27%) Middleware
2 8 (7.27%) Web Services
3 3 (2.73%) HTML
3 3 (2.73%) PostGIS
4 2 (1.82%) AngularJS
4 2 (1.82%) CSS
4 2 (1.82%) Flask
4 2 (1.82%) jQuery
4 2 (1.82%) Node.js
4 2 (1.82%) OpenLayers
4 2 (1.82%) REST
4 2 (1.82%) Sass
5 1 (0.91%) ASP.NET
5 1 (0.91%) ASP.NET MVC
5 1 (0.91%) COM
5 1 (0.91%) Gherkin
5 1 (0.91%) Silverlight
5 1 (0.91%) WebSphere MQ
Miscellaneous
1 7 (6.36%) Computer Science
2 6 (5.45%) Analytical Skills
3 5 (4.55%) Data Integration
3 5 (4.55%) Hybrid Cloud
4 3 (2.73%) Fintech
4 3 (2.73%) Mainframe
5 2 (1.82%) Photography
5 2 (1.82%) Reference Data
6 1 (0.91%) Clustering
6 1 (0.91%) Data Structures
6 1 (0.91%) Management Information System
6 1 (0.91%) Private Cloud
Operating Systems
1 18 (16.36%) Unix
2 4 (3.64%) Linux
3 2 (1.82%) Windows
Processes & Methodologies
1 45 (40.91%) Data Modelling
2 27 (24.55%) Migration
3 25 (22.73%) Data Migration
4 21 (19.09%) Data Architecture
5 20 (18.18%) Agile Software Development
6 18 (16.36%) Business Intelligence
6 18 (16.36%) Dimensional Modelling
7 16 (14.55%) Stakeholder Management
8 15 (13.64%) Data Analysis
9 13 (11.82%) ETL Development
10 10 (9.09%) Asset Management
11 9 (8.18%) Analytics
11 9 (8.18%) Data Management
11 9 (8.18%) Data Mapping
12 8 (7.27%) ERP
12 8 (7.27%) Software Testing
12 8 (7.27%) User Acceptance Testing
13 7 (6.36%) Integration Testing
14 6 (5.45%) Data Analytics
14 6 (5.45%) Test Scripting
Programming Languages
1 48 (43.64%) SQL
2 11 (10.00%) C#
3 6 (5.45%) PL/SQL
4 5 (4.55%) Java
5 4 (3.64%) T-SQL
5 4 (3.64%) VB
6 3 (2.73%) JavaScript
6 3 (2.73%) Perl
6 3 (2.73%) Python
7 2 (1.82%) CoffeeScript
7 2 (1.82%) VBA
Qualifications
1 7 (6.36%) Degree
2 2 (1.82%) ISEB
3 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 20 (18.18%) Data Quality
2 3 (2.73%) Disclosure Scotland
3 1 (0.91%) SLA
3 1 (0.91%) Solvency II
System Software
1 2 (1.82%) GeoWebCache
2 1 (0.91%) Tivoli Workload Scheduler
Systems Management
1 8 (7.27%) HP Quality Center
2 1 (0.91%) Tivoli
Vendors
1 33 (30.00%) Oracle
2 29 (26.36%) Teradata
3 21 (19.09%) Informatica
4 10 (9.09%) CA
4 10 (9.09%) Microsoft
5 6 (5.45%) Cognos
6 4 (3.64%) Ab Initio
7 2 (1.82%) Charles River
7 2 (1.82%) HP
7 2 (1.82%) VMware
8 1 (0.91%) RedGate
8 1 (0.91%) Sybase
Edinburgh & Lothians
Ping IT Recruitment ltd
Posted: 2 days ago