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 30 June 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
30 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 41 30 45
Rank change year-on-year
-11 +15
Contract jobs citing ETL 54 65 44
As % of all contract IT jobs located in Edinburgh 3.98% 4.50% 3.37%
As % of the Processes & Methodologies category 4.81% 5.53% 4.28%
Number of daily rates quoted 36 40 24
Median daily rate £428 £349 £326
Median daily rate % change year-on-year
+22.58% +6.89%
90% offered a daily rate of more than £338 £263 £192
10% offered a daily rate of more than £500 £500 £468
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 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
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
1123 1175 1027
As % of all contract IT jobs located in Edinburgh 82.82% 81.43% 78.70%
Number of daily rates quoted 615 610 622
Median daily rate £400 £375 £405
Median daily rate % change year-on-year
+6.66% -7.40%
90% offered a daily rate of more than £280 £275 £270
10% offered a daily rate of more than £525 £500 £510
UK excluding London median daily rate £400 £383 £375
% change year-on-year
+4.57% +2.00%
Number of hourly rates quoted 6 13 18
Median hourly rate £15.82 £18.50 £25.00
Median hourly rate % change year-on-year
-14.51% -26.00%
90% offered a hourly rate of more than £11.52 £12.35 £18.00
10% offered a hourly rate of more than £42.50 £42.50 £32.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 30 June 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 30 June 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 68 (58.12%) Finance
2 60 (51.28%) Data Warehouse
3 47 (40.17%) SQL
4 44 (37.61%) Data Modelling
5 32 (27.35%) Oracle
6 30 (25.64%) Teradata
7 26 (22.22%) Migration
8 24 (20.51%) Agile Software Development
8 24 (20.51%) Data Migration
9 21 (17.95%) Data Architecture
9 21 (17.95%) Banking
9 21 (17.95%) Informatica
10 20 (17.09%) Business Intelligence
10 20 (17.09%) Data Quality
11 19 (16.24%) SQL Server
12 18 (15.38%) Dimensional Modelling
13 16 (13.68%) Unix
14 15 (12.82%) Data Analysis
14 15 (12.82%) Stakeholder Management
15 14 (11.97%) Oracle Database
15 14 (11.97%) ETL Development
16 13 (11.11%) SQL Server Integration Services
16 13 (11.11%) C#
17 12 (10.26%) .NET
17 12 (10.26%) Web Services
17 12 (10.26%) PowerCenter
17 12 (10.26%) Microsoft Azure
18 11 (9.40%) Analytics
18 11 (9.40%) Retail
18 11 (9.40%) Enterprise Data Warehouse

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 (8.55%) BizTalk Server
2 8 (6.84%) SAS
3 2 (1.71%) GeoServer
3 2 (1.71%) PowerExchange
4 1 (0.85%) WebSphere
Applications
1 5 (4.27%) MS Excel
2 2 (1.71%) MS PowerPoint
Business Applications
1 9 (7.69%) Unit4 Business World
2 2 (1.71%) Markit EDM
Cloud Services
1 12 (10.26%) Microsoft Azure
2 9 (7.69%) Amazon AWS
3 1 (0.85%) SaaS
Communications & Networking
1 1 (0.85%) HTTP
1 1 (0.85%) Internet
1 1 (0.85%) LAN
1 1 (0.85%) SAN
1 1 (0.85%) TCP/IP
1 1 (0.85%) Wi-Fi
1 1 (0.85%) WLAN
Database & Business Intelligence
1 60 (51.28%) Data Warehouse
2 19 (16.24%) SQL Server
3 14 (11.97%) Oracle Database
4 13 (11.11%) SQL Server Integration Services
5 12 (10.26%) PowerCenter
6 11 (9.40%) Enterprise Data Warehouse
7 10 (8.55%) SQL Server Reporting Services
8 8 (6.84%) Big Data
9 7 (5.98%) SQL Server Analysis Services
10 6 (5.13%) Relational Database
10 6 (5.13%) SQL Server 2008
10 6 (5.13%) SQL Server 2012
11 5 (4.27%) QlikView
12 4 (3.42%) BusinessObjects
12 4 (3.42%) Microsoft Analysis Services
12 4 (3.42%) Oracle Database 11g
12 4 (3.42%) SQL Server 2014
13 3 (2.56%) DataStage
13 3 (2.56%) HDInsight
13 3 (2.56%) OLTP
Development Applications
1 10 (8.55%) ERwin
2 4 (3.42%) Team Foundation Server
3 3 (2.56%) Subversion
4 2 (1.71%) Bower
4 2 (1.71%) DBeaver
4 2 (1.71%) Git (software)
4 2 (1.71%) Hudson
4 2 (1.71%) Jenkins
4 2 (1.71%) Visual Studio Tools for Office
5 1 (0.85%) JIRA
5 1 (0.85%) JMeter
5 1 (0.85%) Selenium
5 1 (0.85%) SQL Server Management Studio (SSMS)
5 1 (0.85%) WebDriver
General
1 68 (58.12%) Finance
2 21 (17.95%) Banking
3 11 (9.40%) Retail
4 5 (4.27%) Law
4 5 (4.27%) Retail Banking
5 2 (1.71%) Front Office
Job Titles
1 38 (32.48%) Architect
2 34 (29.06%) Developer
3 26 (22.22%) Data Architect
4 15 (12.82%) Analyst
5 14 (11.97%) Data Warehouse Architect
6 12 (10.26%) Consultant
7 11 (9.40%) Solutions Architect
8 10 (8.55%) BizTalk Developer
8 10 (8.55%) Technical Architect
9 8 (6.84%) Business Intelligence Developer
9 8 (6.84%) SQL Developer
9 8 (6.84%) Test Analyst
10 7 (5.98%) Informatica Consultant
10 7 (5.98%) SQL BI Developer
11 6 (5.13%) ETL Analyst
11 6 (5.13%) ETL Developer
11 6 (5.13%) Integration Architect
12 5 (4.27%) QlikView Developer
12 5 (4.27%) Senior Developer
12 5 (4.27%) SSIS Developer
Libraries, Frameworks & Software Standards
1 12 (10.26%) .NET
1 12 (10.26%) Web Services
2 10 (8.55%) Middleware
3 3 (2.56%) HTML
3 3 (2.56%) PostGIS
4 2 (1.71%) AngularJS
4 2 (1.71%) CSS
4 2 (1.71%) Flask
4 2 (1.71%) jQuery
4 2 (1.71%) Node.js
4 2 (1.71%) OpenLayers
4 2 (1.71%) REST
4 2 (1.71%) Sass
5 1 (0.85%) ASP.NET
5 1 (0.85%) ASP.NET MVC
5 1 (0.85%) COM
5 1 (0.85%) Gherkin
5 1 (0.85%) WebSphere MQ
Miscellaneous
1 7 (5.98%) Computer Science
2 6 (5.13%) Analytical Skills
3 5 (4.27%) Hybrid Cloud
4 4 (3.42%) Data Integration
5 3 (2.56%) Fintech
5 3 (2.56%) Mainframe
6 2 (1.71%) Photography
6 2 (1.71%) Visualisation
7 1 (0.85%) Data Structures
7 1 (0.85%) Enterprise Software
7 1 (0.85%) Management Information System
7 1 (0.85%) Private Cloud
7 1 (0.85%) Reference Data
Operating Systems
1 16 (13.68%) Unix
2 2 (1.71%) Linux
2 2 (1.71%) Windows
Processes & Methodologies
1 44 (37.61%) Data Modelling
2 26 (22.22%) Migration
3 24 (20.51%) Agile Software Development
3 24 (20.51%) Data Migration
4 21 (17.95%) Data Architecture
5 20 (17.09%) Business Intelligence
6 18 (15.38%) Dimensional Modelling
7 15 (12.82%) Data Analysis
7 15 (12.82%) Stakeholder Management
8 14 (11.97%) ETL Development
9 11 (9.40%) Analytics
10 10 (8.55%) Data Management
11 9 (7.69%) Asset Management
11 9 (7.69%) Data Mapping
11 9 (7.69%) Integration Testing
11 9 (7.69%) Software Testing
12 8 (6.84%) SOA
12 8 (6.84%) User Acceptance Testing
13 7 (5.98%) Data Analytics
13 7 (5.98%) ERP
Programming Languages
1 47 (40.17%) SQL
2 13 (11.11%) C#
3 7 (5.98%) PL/SQL
4 5 (4.27%) Java
5 4 (3.42%) Perl
5 4 (3.42%) VBA
6 3 (2.56%) JavaScript
6 3 (2.56%) Python
6 3 (2.56%) T-SQL
6 3 (2.56%) VB
7 2 (1.71%) CoffeeScript
Qualifications
1 7 (5.98%) Degree
2 2 (1.71%) ISEB
3 1 (0.85%) Security Cleared
Quality Assurance & Compliance
1 20 (17.09%) Data Quality
2 3 (2.56%) Disclosure Scotland
3 1 (0.85%) SLA
3 1 (0.85%) Solvency II
System Software
1 2 (1.71%) GeoWebCache
2 1 (0.85%) Tivoli Workload Scheduler
Systems Management
1 6 (5.13%) HP Quality Center
2 1 (0.85%) Tivoli
Vendors
1 32 (27.35%) Oracle
2 30 (25.64%) Teradata
3 21 (17.95%) Informatica
4 10 (8.55%) CA
4 10 (8.55%) Microsoft
5 4 (3.42%) Ab Initio
5 4 (3.42%) Cognos
6 2 (1.71%) Charles River
6 2 (1.71%) IBM
6 2 (1.71%) VMware
7 1 (0.85%) Percona
7 1 (0.85%) RedGate
7 1 (0.85%) Sybase
Edinburgh, Midlothian
NCC Group
Rate: £280 per day
Posted: 9 days ago