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 25 August 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
25 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 43 31 51
Rank change year-on-year
-12 +20
Contract jobs citing ETL 47 70 34
As % of all contract IT jobs located in Edinburgh 3.98% 4.20% 2.79%
As % of the Processes & Methodologies category 4.84% 5.14% 3.48%
Number of daily rates quoted 28 46 21
Median daily rate £428 £400 £388
Median daily rate % change year-on-year
+6.87% +3.22%
90% offered a daily rate of more than £299 £290 £229
10% offered a daily rate of more than £500 £525 £550
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 £44.00 £29.75 £67.00
% change year-on-year
+47.89% -55.59%
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
972 1361 976
As % of all contract IT jobs located in Edinburgh 82.30% 81.69% 80.13%
Number of daily rates quoted 557 730 546
Median daily rate £380 £388 £400
Median daily rate % change year-on-year
-1.93% -3.12%
90% offered a daily rate of more than £295 £280 £270
10% offered a daily rate of more than £495 £500 £525
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 11 10 9
Median hourly rate £42.50 £16.00 £15.77
Median hourly rate % change year-on-year
+165.62% +1.45%
90% offered a hourly rate of more than £11.71 £12.00 £12.00
10% offered a hourly rate of more than £47.25 £40.38 £22.50
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

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 25 August 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 25 August 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 53 (58.24%) Finance
2 46 (50.55%) Data Warehouse
2 46 (50.55%) Data Modelling
3 39 (42.86%) SQL
4 30 (32.97%) Teradata
5 27 (29.67%) Oracle
6 23 (25.27%) Migration
6 23 (25.27%) Informatica
7 21 (23.08%) Data Migration
8 20 (21.98%) Data Architecture
9 18 (19.78%) Dimensional Modelling
10 16 (17.58%) Unix
11 15 (16.48%) Agile Software Development
11 15 (16.48%) Data Analysis
12 14 (15.38%) Banking
12 14 (15.38%) SQL Server
12 14 (15.38%) Stakeholder Management
12 14 (15.38%) Data Quality
13 12 (13.19%) ETL Development
13 12 (13.19%) PowerCenter
13 12 (13.19%) ERwin
13 12 (13.19%) Business Intelligence
14 11 (12.09%) Enterprise Data Warehouse
14 11 (12.09%) Oracle Database
15 10 (10.99%) CA
15 10 (10.99%) SQL Server Reporting Services
15 10 (10.99%) SQL Server Integration Services
16 9 (9.89%) QlikView
16 9 (9.89%) Asset Management
16 9 (9.89%) Big Data

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 7 (7.69%) BizTalk Server
2 4 (4.40%) SAS
3 2 (2.20%) GeoServer
3 2 (2.20%) PowerExchange
4 1 (1.10%) SharePoint
Applications
1 2 (2.20%) MS PowerPoint
Business Applications
1 3 (3.30%) Markit EDM
1 3 (3.30%) Unit4 Business World
2 1 (1.10%) thinkFolio
Cloud Services
1 1 (1.10%) SaaS
Communications & Networking
1 1 (1.10%) Internet
1 1 (1.10%) LAN
1 1 (1.10%) SAN
1 1 (1.10%) Wi-Fi
1 1 (1.10%) WLAN
Database & Business Intelligence
1 46 (50.55%) Data Warehouse
2 14 (15.38%) SQL Server
3 12 (13.19%) PowerCenter
4 11 (12.09%) Enterprise Data Warehouse
4 11 (12.09%) Oracle Database
5 10 (10.99%) SQL Server Integration Services
5 10 (10.99%) SQL Server Reporting Services
6 9 (9.89%) Big Data
6 9 (9.89%) QlikView
7 7 (7.69%) SQL Server 2008
7 7 (7.69%) SQL Server 2012
8 4 (4.40%) BusinessObjects
8 4 (4.40%) Relational Database
9 3 (3.30%) Data Mart
9 3 (3.30%) SQL Server Analysis Services
10 2 (2.20%) Data Lake
10 2 (2.20%) GIS
10 2 (2.20%) Hadoop
10 2 (2.20%) MongoDB
10 2 (2.20%) QGIS
Development Applications
1 12 (13.19%) ERwin
2 4 (4.40%) Team Foundation Server
3 3 (3.30%) Subversion
4 2 (2.20%) Bower
4 2 (2.20%) DBeaver
4 2 (2.20%) Git (software)
4 2 (2.20%) Hudson
4 2 (2.20%) Jenkins
5 1 (1.10%) JIRA
5 1 (1.10%) SQL Server Management Studio (SSMS)
General
1 53 (58.24%) Finance
2 14 (15.38%) Banking
3 6 (6.59%) Retail
4 5 (5.49%) Law
5 2 (2.20%) Retail Banking
6 1 (1.10%) Legal
6 1 (1.10%) Marketing
Job Titles
1 30 (32.97%) Developer
2 25 (27.47%) Architect
3 24 (26.37%) Data Architect
4 14 (15.38%) Data Warehouse Architect
5 11 (12.09%) Analyst
5 11 (12.09%) Consultant
5 11 (12.09%) Solutions Architect
6 9 (9.89%) Informatica Consultant
6 9 (9.89%) QlikView Developer
7 8 (8.79%) Business Intelligence Developer
8 7 (7.69%) SQL BI Developer
8 7 (7.69%) SQL Developer
9 6 (6.59%) BizTalk Developer
9 6 (6.59%) ETL Analyst
9 6 (6.59%) SSIS Developer
9 6 (6.59%) Test Analyst
10 5 (5.49%) Data Analyst
10 5 (5.49%) ETL Developer
10 5 (5.49%) ETL Specialist
11 4 (4.40%) Test Leader
Libraries, Frameworks & Software Standards
1 6 (6.59%) .NET
1 6 (6.59%) Middleware
2 5 (5.49%) Web Services
3 2 (2.20%) AngularJS
3 2 (2.20%) CSS
3 2 (2.20%) Flask
3 2 (2.20%) HTML
3 2 (2.20%) jQuery
3 2 (2.20%) Node.js
3 2 (2.20%) OpenLayers
3 2 (2.20%) PostGIS
3 2 (2.20%) REST
3 2 (2.20%) Sass
4 1 (1.10%) COM
4 1 (1.10%) Silverlight
Miscellaneous
1 7 (7.69%) Analytical Skills
2 4 (4.40%) Data Integration
3 3 (3.30%) Computer Science
3 3 (3.30%) Reference Data
4 2 (2.20%) Mainframe
4 2 (2.20%) Photography
5 1 (1.10%) Clustering
5 1 (1.10%) Data Structures
5 1 (1.10%) Informatics
5 1 (1.10%) Private Cloud
Operating Systems
1 16 (17.58%) Unix
2 2 (2.20%) Linux
3 1 (1.10%) Windows
Processes & Methodologies
1 46 (50.55%) Data Modelling
2 23 (25.27%) Migration
3 21 (23.08%) Data Migration
4 20 (21.98%) Data Architecture
5 18 (19.78%) Dimensional Modelling
6 15 (16.48%) Agile Software Development
6 15 (16.48%) Data Analysis
7 14 (15.38%) Stakeholder Management
8 12 (13.19%) Business Intelligence
8 12 (13.19%) ETL Development
9 9 (9.89%) Asset Management
9 9 (9.89%) Data Mapping
10 7 (7.69%) Data Management
10 7 (7.69%) User Acceptance Testing
11 6 (6.59%) Dashboard Development
11 6 (6.59%) ERP
11 6 (6.59%) Software Testing
12 5 (5.49%) Analytics
12 5 (5.49%) Kanban
12 5 (5.49%) Test Scripting
Programming Languages
1 39 (42.86%) SQL
2 6 (6.59%) C#
2 6 (6.59%) VB
3 5 (5.49%) PL/SQL
4 4 (4.40%) Java
4 4 (4.40%) Python
4 4 (4.40%) T-SQL
5 2 (2.20%) CoffeeScript
5 2 (2.20%) JavaScript
5 2 (2.20%) Perl
5 2 (2.20%) VBA
Qualifications
1 3 (3.30%) Degree
2 1 (1.10%) ISEB
Quality Assurance & Compliance
1 14 (15.38%) Data Quality
2 3 (3.30%) Disclosure Scotland
3 1 (1.10%) QA
3 1 (1.10%) Solvency II
System Software
1 2 (2.20%) GeoWebCache
Systems Management
1 7 (7.69%) HP Quality Center
Vendors
1 30 (32.97%) Teradata
2 27 (29.67%) Oracle
3 23 (25.27%) Informatica
4 10 (10.99%) CA
5 8 (8.79%) Cognos
6 6 (6.59%) Microsoft
7 3 (3.30%) Ab Initio
8 2 (2.20%) HP
8 2 (2.20%) VMware
9 1 (1.10%) Charles River
9 1 (1.10%) Pega
9 1 (1.10%) RedGate
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £350 - £375 per day
Posted: 23 hours ago