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 5 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
5 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 45 38 51
Rank change year-on-year
-7 +13
Contract jobs citing ETL 52 51 30
As % of all contract IT jobs located in Edinburgh 3.45% 3.49% 2.40%
As % of the Processes & Methodologies category 4.22% 4.34% 3.19%
Number of daily rates quoted 41 35 20
Median daily rate £425 £375 £300
Median daily rate % change year-on-year
+13.33% +25.00%
90% offered a daily rate of more than £325 £253 £188
10% offered a daily rate of more than £500 £500 £403
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 £34.75 £37.80 £36.90
% change year-on-year
-8.06% +2.43%
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
1233 1175 940
As % of all contract IT jobs located in Edinburgh 81.82% 80.31% 75.14%
Number of daily rates quoted 707 667 545
Median daily rate £413 £375 £400
Median daily rate % change year-on-year
+10.00% -6.25%
90% offered a daily rate of more than £300 £275 £243
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 3 17 17
Median hourly rate £20.50 £35.00 £25.00
Median hourly rate % change year-on-year
-41.42% +40.00%
90% offered a hourly rate of more than £19.95 £13.85 £18.00
10% offered a hourly rate of more than £40.00 £40.00 £180.00
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

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 5 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 5 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 45 (50.00%) Finance
2 44 (48.89%) Data Warehouse
3 37 (41.11%) SQL
4 26 (28.89%) Agile Software Development
5 24 (26.67%) Data Modelling
6 23 (25.56%) Oracle
7 20 (22.22%) SQL Server
8 19 (21.11%) Banking
9 18 (20.00%) Data Quality
10 17 (18.89%) Informatica
11 16 (17.78%) Migration
11 16 (17.78%) Data Migration
12 14 (15.56%) Microsoft Azure
12 14 (15.56%) Business Intelligence
13 13 (14.44%) Web Services
13 13 (14.44%) C#
13 13 (14.44%) Data Analysis
14 12 (13.33%) .NET
14 12 (13.33%) Unix
14 12 (13.33%) Amazon AWS
14 12 (13.33%) Analytics
15 10 (11.11%) Oracle Database
15 10 (11.11%) ETL Development
15 10 (11.11%) BizTalk Server
15 10 (11.11%) Data Management
15 10 (11.11%) Teradata
16 9 (10.00%) Retail
16 9 (10.00%) SQL Server Integration Services
16 9 (10.00%) Unit4 Business World
16 9 (10.00%) Microsoft

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 (11.11%) BizTalk Server
2 8 (8.89%) SAS
3 1 (1.11%) SharePoint
3 1 (1.11%) WebSphere
Applications
1 6 (6.67%) MS Excel
2 1 (1.11%) MS PowerPoint
Business Applications
1 9 (10.00%) Unit4 Business World
2 3 (3.33%) Markit EDM
Cloud Services
1 14 (15.56%) Microsoft Azure
2 12 (13.33%) Amazon AWS
Communications & Networking
1 1 (1.11%) HTTP
1 1 (1.11%) Intranet
1 1 (1.11%) TCP/IP
Database & Business Intelligence
1 44 (48.89%) Data Warehouse
2 20 (22.22%) SQL Server
3 10 (11.11%) Oracle Database
4 9 (10.00%) SQL Server Integration Services
5 8 (8.89%) PowerCenter
6 7 (7.78%) SQL Server Analysis Services
7 6 (6.67%) DB2
7 6 (6.67%) SQL Server Reporting Services
8 5 (5.56%) Microsoft Analysis Services
9 4 (4.44%) Big Data
9 4 (4.44%) Data Mart
9 4 (4.44%) Enterprise Data Warehouse
9 4 (4.44%) MySQL
9 4 (4.44%) Oracle Database 11g
9 4 (4.44%) Pentaho
9 4 (4.44%) Relational Database
9 4 (4.44%) SQL Server 2014
10 3 (3.33%) DataStage
10 3 (3.33%) HDInsight
10 3 (3.33%) SQL Server 2008
Development Applications
1 8 (8.89%) ERwin
2 7 (7.78%) Team Foundation Server
3 2 (2.22%) Visual Studio Tools for Office
4 1 (1.11%) JIRA
4 1 (1.11%) JMeter
4 1 (1.11%) Selenium
4 1 (1.11%) WebDriver
General
1 45 (50.00%) Finance
2 19 (21.11%) Banking
3 9 (10.00%) Retail
4 5 (5.56%) Retail Banking
5 2 (2.22%) Front Office
6 1 (1.11%) Law
Job Titles
1 24 (26.67%) Developer
2 21 (23.33%) Architect
3 16 (17.78%) Analyst
4 12 (13.33%) Technical Architect
5 10 (11.11%) BizTalk Developer
5 10 (11.11%) Consultant
5 10 (11.11%) Test Analyst
6 8 (8.89%) Integration Architect
7 7 (7.78%) Data Architect
7 7 (7.78%) Data Modeller
7 7 (7.78%) Senior Analyst
8 6 (6.67%) Senior Test Analyst
9 5 (5.56%) Business Intelligence Developer
9 5 (5.56%) ETL Analyst
9 5 (5.56%) SQL Developer
10 4 (4.44%) Informatica Developer
10 4 (4.44%) Oracle Developer
10 4 (4.44%) SQL BI Developer
11 3 (3.33%) ETL Developer
11 3 (3.33%) MySQL Consultant
Libraries, Frameworks & Software Standards
1 13 (14.44%) Web Services
2 12 (13.33%) .NET
3 9 (10.00%) Middleware
4 2 (2.22%) REST
5 1 (1.11%) ASP.NET
5 1 (1.11%) ASP.NET MVC
5 1 (1.11%) COM
5 1 (1.11%) Gherkin
5 1 (1.11%) HTML
5 1 (1.11%) PostGIS
5 1 (1.11%) WebSphere MQ
Miscellaneous
1 7 (7.78%) Computer Science
2 5 (5.56%) Data Integration
2 5 (5.56%) Hybrid Cloud
3 4 (4.44%) Analytical Skills
4 3 (3.33%) Fintech
5 2 (2.22%) Management Information System
5 2 (2.22%) Visualisation
6 1 (1.11%) Enterprise Software
6 1 (1.11%) Mainframe
Operating Systems
1 12 (13.33%) Unix
2 2 (2.22%) Linux
3 1 (1.11%) Windows
Processes & Methodologies
1 26 (28.89%) Agile Software Development
2 24 (26.67%) Data Modelling
3 16 (17.78%) Data Migration
3 16 (17.78%) Migration
4 14 (15.56%) Business Intelligence
5 13 (14.44%) Data Analysis
6 12 (13.33%) Analytics
7 10 (11.11%) Data Management
7 10 (11.11%) ETL Development
8 9 (10.00%) Integration Testing
8 9 (10.00%) SOA
9 8 (8.89%) Test Scripting
10 7 (7.78%) ERP
10 7 (7.78%) Logical Data Model
10 7 (7.78%) Microservices
10 7 (7.78%) Stakeholder Management
11 6 (6.67%) Asset Management
11 6 (6.67%) Data Architecture
11 6 (6.67%) Technical Architecture
11 6 (6.67%) User Acceptance Testing
Programming Languages
1 37 (41.11%) SQL
2 13 (14.44%) C#
3 4 (4.44%) PL/SQL
4 3 (3.33%) Java
4 3 (3.33%) T-SQL
4 3 (3.33%) VBA
5 2 (2.22%) Perl
6 1 (1.11%) JavaScript
6 1 (1.11%) Python
Qualifications
1 7 (7.78%) Degree
2 2 (2.22%) ISEB
3 1 (1.11%) Security Cleared
Quality Assurance & Compliance
1 18 (20.00%) Data Quality
2 1 (1.11%) Disclosure Scotland
2 1 (1.11%) SLA
2 1 (1.11%) Solvency II
System Software
1 1 (1.11%) Tivoli Workload Scheduler
Systems Management
1 8 (8.89%) HP Quality Center
2 1 (1.11%) Tivoli
Vendors
1 23 (25.56%) Oracle
2 17 (18.89%) Informatica
3 10 (11.11%) Teradata
4 9 (10.00%) Microsoft
5 7 (7.78%) Ab Initio
6 6 (6.67%) CA
7 3 (3.33%) Pega
8 2 (2.22%) Charles River
8 2 (2.22%) IBM
9 1 (1.11%) Percona
9 1 (1.11%) Sybase
Edinburgh
Computer Futures
Rate: competitive
Posted: 24 days ago