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 December 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 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 52 50 65
Rank change year-on-year
-2 +15
Contract jobs citing ETL 22 44 22
As % of all contract IT jobs located in Edinburgh 2.38% 2.94% 1.51%
As % of the Processes & Methodologies category 2.96% 3.57% 1.98%
Number of daily rates quoted 15 28 14
Median daily rate £400 £438 £400
Median daily rate % change year-on-year
-8.57% +9.37%
90% offered a daily rate of more than £358 £312 £318
10% offered a daily rate of more than £490 £725 £443
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 £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
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
742 1234 1112
As % of all contract IT jobs located in Edinburgh 80.22% 82.32% 76.27%
Number of daily rates quoted 432 610 621
Median daily rate £400 £386 £400
Median daily rate % change year-on-year
+3.55% -3.43%
90% offered a daily rate of more than £275 £275 £285
10% offered a daily rate of more than £550 £500 £513
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 13 12 5
Median hourly rate £43.00 £19.51 £22.50
Median hourly rate % change year-on-year
+120.39% -13.28%
90% offered a hourly rate of more than £14.96 £12.35 £11.50
10% offered a hourly rate of more than £45.00 £40.38 £90.00
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

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 December 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 December 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 32 (50.00%) SQL
2 30 (46.88%) Data Warehouse
3 25 (39.06%) Finance
4 24 (37.50%) Data Modelling
5 20 (31.25%) Oracle
6 18 (28.13%) Agile Software Development
7 13 (20.31%) Teradata
7 13 (20.31%) C#
8 12 (18.75%) Business Intelligence
8 12 (18.75%) .NET
8 12 (18.75%) BizTalk Server
9 11 (17.19%) Middleware
9 11 (17.19%) SQL Server
9 11 (17.19%) Web Services
10 10 (15.63%) ERP
10 10 (15.63%) Dimensional Modelling
10 10 (15.63%) Data Architecture
11 9 (14.06%) Informatica
11 9 (14.06%) QlikView
11 9 (14.06%) Asset Management
12 8 (12.50%) Migration
12 8 (12.50%) Cognos
13 7 (10.94%) Unit4 Business World
13 7 (10.94%) Stakeholder Management
13 7 (10.94%) SDLC
14 6 (9.38%) Enterprise Data Warehouse
14 6 (9.38%) Data Migration
14 6 (9.38%) Data Mapping
14 6 (9.38%) Integration Testing
14 6 (9.38%) SQL Server Reporting Services

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 12 (18.75%) BizTalk Server
2 5 (7.81%) SharePoint
3 2 (3.13%) Oracle SOA Suite
3 2 (3.13%) SAS
4 1 (1.56%) PowerExchange
Applications
1 2 (3.13%) MS PowerPoint
Business Applications
1 7 (10.94%) Unit4 Business World
2 4 (6.25%) Markit EDM
3 3 (4.69%) thinkFolio
4 1 (1.56%) Endur
4 1 (1.56%) Findur
4 1 (1.56%) Minerva
4 1 (1.56%) Oracle EBS
Cloud Services
1 1 (1.56%) SaaS
Communications & Networking
1 1 (1.56%) Internet
1 1 (1.56%) LAN
1 1 (1.56%) SAN
1 1 (1.56%) Wi-Fi
1 1 (1.56%) WLAN
Database & Business Intelligence
1 30 (46.88%) Data Warehouse
2 11 (17.19%) SQL Server
3 9 (14.06%) QlikView
4 6 (9.38%) BusinessObjects
4 6 (9.38%) Enterprise Data Warehouse
4 6 (9.38%) SQL Server Integration Services
4 6 (9.38%) SQL Server Reporting Services
5 5 (7.81%) Relational Database
5 5 (7.81%) SQL Server 2012
6 3 (4.69%) PowerCenter
6 3 (4.69%) SQL Server 2008
7 2 (3.13%) Big Data
7 2 (3.13%) BusinessObjects Web Intelligence
7 2 (3.13%) Oracle Database
7 2 (3.13%) SAP Data Services
8 1 (1.56%) Data Lake
8 1 (1.56%) Oracle ODI
8 1 (1.56%) QGIS
8 1 (1.56%) Spatial Data
8 1 (1.56%) SQL Server 2014
Development Applications
1 4 (6.25%) ERwin
2 1 (1.56%) Cucumber
2 1 (1.56%) JIRA
2 1 (1.56%) Selenium
2 1 (1.56%) SQL Server Management Studio (SSMS)
2 1 (1.56%) Subversion
General
1 25 (39.06%) Finance
2 5 (7.81%) Banking
3 3 (4.69%) Retail
4 2 (3.13%) Advertising
4 2 (3.13%) Legal
5 1 (1.56%) Law
5 1 (1.56%) Marketing
5 1 (1.56%) Retail Banking
Job Titles
1 30 (46.88%) Developer
2 12 (18.75%) Architect
2 12 (18.75%) Data Architect
3 11 (17.19%) BizTalk Developer
4 9 (14.06%) Analyst
4 9 (14.06%) QlikView Developer
5 5 (7.81%) Business Intelligence Developer
5 5 (7.81%) Consultant
5 5 (7.81%) Data Analyst
5 5 (7.81%) Data Warehouse Architect
5 5 (7.81%) Solutions Architect
6 4 (6.25%) SQL Developer
6 4 (6.25%) SSIS Developer
7 3 (4.69%) ETL Developer
7 3 (4.69%) Informatica Consultant
7 3 (4.69%) SQL BI Developer
7 3 (4.69%) Systems Analyst
8 2 (3.13%) Business Analyst
8 2 (3.13%) Test Analyst
8 2 (3.13%) Tester
Libraries, Frameworks & Software Standards
1 12 (18.75%) .NET
2 11 (17.19%) Middleware
2 11 (17.19%) Web Services
3 2 (3.13%) Ajax
3 2 (3.13%) ASP.NET
3 2 (3.13%) CSS
3 2 (3.13%) HTML
3 2 (3.13%) jQuery
3 2 (3.13%) LINQ
3 2 (3.13%) WPF
3 2 (3.13%) XML
4 1 (1.56%) Celery
4 1 (1.56%) Flask
4 1 (1.56%) PostGIS
4 1 (1.56%) Silverlight
Miscellaneous
1 5 (7.81%) Analytical Skills
2 4 (6.25%) Data Integration
2 4 (6.25%) Management Information System
3 2 (3.13%) Data Structures
3 2 (3.13%) Reference Data
3 2 (3.13%) Visualisation
4 1 (1.56%) Clustering
4 1 (1.56%) Computer Science
4 1 (1.56%) Informatics
4 1 (1.56%) Mainframe
4 1 (1.56%) Ontologies
4 1 (1.56%) Private Cloud
Operating Systems
1 5 (7.81%) Unix
2 3 (4.69%) Linux
3 1 (1.56%) Windows
Processes & Methodologies
1 24 (37.50%) Data Modelling
2 18 (28.13%) Agile Software Development
3 12 (18.75%) Business Intelligence
4 10 (15.63%) Data Architecture
4 10 (15.63%) Dimensional Modelling
4 10 (15.63%) ERP
5 9 (14.06%) Asset Management
6 8 (12.50%) Migration
7 7 (10.94%) SDLC
7 7 (10.94%) Stakeholder Management
8 6 (9.38%) Data Analysis
8 6 (9.38%) Data Mapping
8 6 (9.38%) Data Migration
8 6 (9.38%) Integration Testing
9 5 (7.81%) Dashboard Development
9 5 (7.81%) Investment Management
9 5 (7.81%) System Testing
9 5 (7.81%) User Acceptance Testing
10 4 (6.25%) Enterprise Architecture
10 4 (6.25%) ETL Development
Programming Languages
1 32 (50.00%) SQL
2 13 (20.31%) C#
3 5 (7.81%) T-SQL
3 5 (7.81%) VB
4 4 (6.25%) PL/SQL
4 4 (6.25%) Python
4 4 (6.25%) VBA
5 2 (3.13%) Java
5 2 (3.13%) JavaScript
5 2 (3.13%) VB.NET
Qualifications
1 1 (1.56%) Degree
1 1 (1.56%) Oracle Certification
Quality Assurance & Compliance
1 5 (7.81%) Disclosure Scotland
2 2 (3.13%) Data Quality
3 1 (1.56%) QA
Systems Management
1 3 (4.69%) HP Quality Center
Vendors
1 20 (31.25%) Oracle
2 13 (20.31%) Teradata
3 9 (14.06%) Informatica
4 8 (12.50%) Cognos
5 4 (6.25%) Charles River
6 3 (4.69%) HP
6 3 (4.69%) Microsoft
6 3 (4.69%) Tableau
7 2 (3.13%) SAP
8 1 (1.56%) CA
8 1 (1.56%) Fidessa
8 1 (1.56%) Google
8 1 (1.56%) Pega
8 1 (1.56%) RedGate
Edinburgh, Midlothian
Lorien Resourcing
Rate: Market Rate
Posted: 5 days ago