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 September 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 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 46 38 54
Rank change year-on-year
-8 +16
Contract jobs citing ETL 32 58 23
As % of all contract IT jobs located in Edinburgh 3.11% 3.40% 1.95%
As % of the Processes & Methodologies category 3.86% 4.12% 2.54%
Number of daily rates quoted 18 46 18
Median daily rate £400 £411 £400
Median daily rate % change year-on-year
-2.73% +2.81%
90% offered a daily rate of more than £334 £311 £325
10% offered a daily rate of more than £475 £725 £558
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
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
830 1407 905
As % of all contract IT jobs located in Edinburgh 80.58% 82.38% 76.69%
Number of daily rates quoted 509 751 531
Median daily rate £398 £390 £400
Median daily rate % change year-on-year
+1.92% -2.50%
90% offered a daily rate of more than £300 £280 £263
10% offered a daily rate of more than £500 £500 £550
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 10 9 10
Median hourly rate £43.00 £15.75 £15.77
Median hourly rate % change year-on-year
+173.01% -0.12%
90% offered a hourly rate of more than £14.41 £12.00 £12.00
10% offered a hourly rate of more than £47.25 £40.38 £31.25
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 September 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 September 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 43 (51.19%) Finance
2 41 (48.81%) SQL
3 40 (47.62%) Data Modelling
4 35 (41.67%) Data Warehouse
5 28 (33.33%) Teradata
6 25 (29.76%) Oracle
7 20 (23.81%) Agile Software Development
8 18 (21.43%) Informatica
8 18 (21.43%) Data Architecture
9 17 (20.24%) Dimensional Modelling
10 16 (19.05%) Migration
11 14 (16.67%) BizTalk Server
11 14 (16.67%) Unix
11 14 (16.67%) Data Migration
12 13 (15.48%) .NET
12 13 (15.48%) C#
12 13 (15.48%) Data Analysis
13 12 (14.29%) Web Services
13 12 (14.29%) Middleware
14 11 (13.10%) ERP
14 11 (13.10%) Business Intelligence
14 11 (13.10%) Stakeholder Management
15 10 (11.90%) Banking
15 10 (11.90%) QlikView
15 10 (11.90%) SQL Server
15 10 (11.90%) PowerCenter
15 10 (11.90%) ERwin
15 10 (11.90%) Data Quality
15 10 (11.90%) Enterprise Data Warehouse
15 10 (11.90%) ETL Development

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 14 (16.67%) BizTalk Server
2 2 (2.38%) GeoServer
2 2 (2.38%) PowerExchange
2 2 (2.38%) SAS
2 2 (2.38%) SharePoint
Applications
1 2 (2.38%) MS PowerPoint
Business Applications
1 8 (9.52%) Unit4 Business World
2 4 (4.76%) Markit EDM
3 1 (1.19%) Endur
3 1 (1.19%) Findur
3 1 (1.19%) Minerva
3 1 (1.19%) thinkFolio
Cloud Services
1 1 (1.19%) SaaS
Communications & Networking
1 1 (1.19%) Internet
1 1 (1.19%) LAN
1 1 (1.19%) SAN
1 1 (1.19%) Wi-Fi
1 1 (1.19%) WLAN
Database & Business Intelligence
1 35 (41.67%) Data Warehouse
2 10 (11.90%) Enterprise Data Warehouse
2 10 (11.90%) PowerCenter
2 10 (11.90%) QlikView
2 10 (11.90%) SQL Server
3 9 (10.71%) Big Data
3 9 (10.71%) Oracle Database
4 8 (9.52%) SQL Server Integration Services
4 8 (9.52%) SQL Server Reporting Services
5 6 (7.14%) SQL Server 2012
6 5 (5.95%) SQL Server 2008
7 4 (4.76%) BusinessObjects
7 4 (4.76%) Relational Database
8 2 (2.38%) Data Mart
8 2 (2.38%) GIS
8 2 (2.38%) Hadoop
8 2 (2.38%) MongoDB
8 2 (2.38%) NoSQL
8 2 (2.38%) QGIS
8 2 (2.38%) SQL Server Analysis Services
Development Applications
1 10 (11.90%) ERwin
2 3 (3.57%) Subversion
3 2 (2.38%) Bower
3 2 (2.38%) DBeaver
3 2 (2.38%) Git (software)
3 2 (2.38%) Hudson
3 2 (2.38%) Jenkins
4 1 (1.19%) JIRA
4 1 (1.19%) SQL Server Management Studio (SSMS)
General
1 43 (51.19%) Finance
2 10 (11.90%) Banking
3 5 (5.95%) Law
4 3 (3.57%) Retail
5 1 (1.19%) Advertising
5 1 (1.19%) Legal
5 1 (1.19%) Marketing
5 1 (1.19%) Retail Banking
Job Titles
1 34 (40.48%) Developer
2 21 (25.00%) Architect
3 20 (23.81%) Data Architect
4 13 (15.48%) BizTalk Developer
4 13 (15.48%) Data Warehouse Architect
5 11 (13.10%) Consultant
6 10 (11.90%) QlikView Developer
6 10 (11.90%) Solutions Architect
7 9 (10.71%) Informatica Consultant
8 6 (7.14%) Analyst
8 6 (7.14%) Business Intelligence Developer
9 5 (5.95%) ETL Developer
9 5 (5.95%) SQL BI Developer
9 5 (5.95%) SQL Developer
10 4 (4.76%) Data Analyst
10 4 (4.76%) ETL Specialist
10 4 (4.76%) Senior Developer
10 4 (4.76%) SSIS Developer
11 3 (3.57%) Test Leader
12 2 (2.38%) Data Warehouse Test Analyst
Libraries, Frameworks & Software Standards
1 13 (15.48%) .NET
2 12 (14.29%) Middleware
2 12 (14.29%) Web Services
3 3 (3.57%) CSS
3 3 (3.57%) HTML
3 3 (3.57%) jQuery
4 2 (2.38%) AngularJS
4 2 (2.38%) Flask
4 2 (2.38%) Node.js
4 2 (2.38%) OpenLayers
4 2 (2.38%) PostGIS
4 2 (2.38%) Sass
5 1 (1.19%) Ajax
5 1 (1.19%) ASP.NET
5 1 (1.19%) COM
5 1 (1.19%) LINQ
5 1 (1.19%) Silverlight
5 1 (1.19%) WPF
5 1 (1.19%) XML
Miscellaneous
1 5 (5.95%) Analytical Skills
2 4 (4.76%) Data Integration
3 3 (3.57%) Computer Science
3 3 (3.57%) Reference Data
4 2 (2.38%) Mainframe
4 2 (2.38%) Photography
5 1 (1.19%) Clustering
5 1 (1.19%) Data Structures
5 1 (1.19%) Informatics
5 1 (1.19%) Private Cloud
Operating Systems
1 14 (16.67%) Unix
2 3 (3.57%) Linux
3 1 (1.19%) Windows
Processes & Methodologies
1 40 (47.62%) Data Modelling
2 20 (23.81%) Agile Software Development
3 18 (21.43%) Data Architecture
4 17 (20.24%) Dimensional Modelling
5 16 (19.05%) Migration
6 14 (16.67%) Data Migration
7 13 (15.48%) Data Analysis
8 11 (13.10%) Business Intelligence
8 11 (13.10%) ERP
8 11 (13.10%) Stakeholder Management
9 10 (11.90%) ETL Development
10 9 (10.71%) Asset Management
10 9 (10.71%) Data Mapping
11 8 (9.52%) Integration Testing
12 7 (8.33%) User Acceptance Testing
13 6 (7.14%) Dashboard Development
13 6 (7.14%) SDLC
13 6 (7.14%) System Testing
14 5 (5.95%) Investment Management
14 5 (5.95%) Software Testing
Programming Languages
1 41 (48.81%) SQL
2 13 (15.48%) C#
3 6 (7.14%) VB
4 5 (5.95%) PL/SQL
5 4 (4.76%) T-SQL
6 3 (3.57%) Java
6 3 (3.57%) JavaScript
6 3 (3.57%) Python
7 2 (2.38%) CoffeeScript
7 2 (2.38%) Perl
7 2 (2.38%) VBA
8 1 (1.19%) VB.NET
Qualifications
1 3 (3.57%) Degree
Quality Assurance & Compliance
1 10 (11.90%) Data Quality
2 2 (2.38%) Disclosure Scotland
3 1 (1.19%) QA
System Software
1 2 (2.38%) GeoWebCache
Systems Management
1 4 (4.76%) HP Quality Center
Vendors
1 28 (33.33%) Teradata
2 25 (29.76%) Oracle
3 18 (21.43%) Informatica
4 8 (9.52%) CA
4 8 (9.52%) Cognos
5 6 (7.14%) Microsoft
6 3 (3.57%) HP
7 2 (2.38%) Charles River
7 2 (2.38%) VMware
8 1 (1.19%) Fidessa
8 1 (1.19%) Pega
8 1 (1.19%) RedGate
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £400 per day
Posted: 8 hours ago
Edinburgh, Midlothian
Spring Technology
Rate: £350.00 per day
Posted: Yesterday
Edinburgh
Nigel Frank International
Rate: £450 - £550 per day
Posted: 6 days ago