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 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Scotland / Edinburgh
Rank 55 45 41
Rank change year-on-year
-10 -4
Contract jobs citing ETL 16 49 41
As % of all contract IT jobs located in Edinburgh 1.92% 3.39% 2.98%
As % of the Processes & Methodologies category 2.27% 4.07% 3.69%
Number of daily rates quoted 8 35 28
Median daily rate £388 £400 £388
Median daily rate % change year-on-year
-3.12% +3.22%
90% offered a daily rate of more than £286 £325 £329
10% offered a daily rate of more than £475 £450 £538
UK excluding London median daily rate £403 £400 £395
% change year-on-year
+0.62% +1.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.50
% change year-on-year
-28.57% +53.42%

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
704 1205 1111
As % of all contract IT jobs located in Edinburgh 84.62% 83.33% 80.86%
Number of daily rates quoted 472 634 623
Median daily rate £400 £400 £400
90% offered a daily rate of more than £282 £275 £290
10% offered a daily rate of more than £525 £550 £525
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 6 6 10
Median hourly rate £14.97 £19.02 £28.50
Median hourly rate % change year-on-year
-21.31% -33.26%
90% offered a hourly rate of more than £14.49 £15.25 £15.77
10% offered a hourly rate of more than £35.59 £41.25 £47.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

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 20 February 2017.

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 20 February 2017, 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 30 (73.17%) SQL
2 19 (46.34%) Data Warehouse
3 18 (43.90%) Agile Software Development
4 16 (39.02%) Oracle
5 13 (31.71%) Web Services
6 12 (29.27%) C#
7 11 (26.83%) .NET
7 11 (26.83%) BizTalk Server
8 10 (24.39%) Middleware
9 9 (21.95%) ERP
9 9 (21.95%) Data Modelling
10 8 (19.51%) Business Intelligence
10 8 (19.51%) SQL Server
11 7 (17.07%) Unit4 Business World
12 6 (14.63%) Integration Testing
12 6 (14.63%) PL/SQL
13 5 (12.20%) Microsoft
13 5 (12.20%) Finance
13 5 (12.20%) Banking
13 5 (12.20%) Asset Management
13 5 (12.20%) Migration
13 5 (12.20%) Tableau
13 5 (12.20%) Analytics
14 4 (9.76%) Big Data
14 4 (9.76%) Oracle Database
14 4 (9.76%) Disclosure Scotland
14 4 (9.76%) SDLC
14 4 (9.76%) ETL Development
14 4 (9.76%) Data Analysis
14 4 (9.76%) Management Information System

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 11 (26.83%) BizTalk Server
2 4 (9.76%) SharePoint
3 2 (4.88%) Oracle Spatial
3 2 (4.88%) SAS
4 1 (2.44%) Oracle SOA Suite
Applications
1 1 (2.44%) MS Project
Business Applications
1 7 (17.07%) Unit4 Business World
2 2 (4.88%) thinkFolio
3 1 (2.44%) Endur
3 1 (2.44%) Findur
3 1 (2.44%) Markit EDM
3 1 (2.44%) Minerva
3 1 (2.44%) Oracle EBS
Cloud Services
1 1 (2.44%) Amazon AWS
Database & Business Intelligence
1 19 (46.34%) Data Warehouse
2 8 (19.51%) SQL Server
3 4 (9.76%) Big Data
3 4 (9.76%) Oracle Database
4 3 (7.32%) BusinessObjects
4 3 (7.32%) Oracle Database 11g
4 3 (7.32%) QlikView
4 3 (7.32%) Relational Database
4 3 (7.32%) SQL Server Integration Services
5 2 (4.88%) BusinessObjects Web Intelligence
5 2 (4.88%) Pentaho
5 2 (4.88%) RDBMS
5 2 (4.88%) SAP Data Services
5 2 (4.88%) SQL Server 2012
5 2 (4.88%) SQL Server Reporting Services
6 1 (2.44%) Oracle Database 12c
6 1 (2.44%) Oracle ODI
6 1 (2.44%) SQL Server 2008
6 1 (2.44%) SQL Server Analysis Services
6 1 (2.44%) TKPROF
Development Applications
1 2 (4.88%) ERwin
2 1 (2.44%) Cucumber
2 1 (2.44%) Oracle Forms
2 1 (2.44%) Selenium
2 1 (2.44%) Talend Open Studio
General
1 5 (12.20%) Banking
1 5 (12.20%) Finance
2 2 (4.88%) Advertising
3 1 (2.44%) Legal
3 1 (2.44%) Retail
3 1 (2.44%) Retail Banking
Job Titles
1 20 (48.78%) Developer
2 11 (26.83%) BizTalk Developer
3 9 (21.95%) Analyst
4 7 (17.07%) Data Analyst
5 3 (7.32%) Architect
5 3 (7.32%) Business Intelligence Developer
5 3 (7.32%) SQL Developer
6 2 (4.88%) Consultant
6 2 (4.88%) Data Architect
6 2 (4.88%) Data Modeller
6 2 (4.88%) ETL Developer
6 2 (4.88%) Oracle Developer
6 2 (4.88%) QlikView Developer
6 2 (4.88%) SSIS Developer
6 2 (4.88%) Systems Analyst
6 2 (4.88%) Tester
7 1 (2.44%) Data Business Analyst
7 1 (2.44%) Netezza Developer
7 1 (2.44%) Oracle Specialist
7 1 (2.44%) SSAS Developer
Libraries, Frameworks & Software Standards
1 13 (31.71%) Web Services
2 11 (26.83%) .NET
3 10 (24.39%) Middleware
4 2 (4.88%) Ajax
4 2 (4.88%) ASP.NET
4 2 (4.88%) CSS
4 2 (4.88%) HTML
4 2 (4.88%) jQuery
4 2 (4.88%) LINQ
4 2 (4.88%) WPF
4 2 (4.88%) XML
5 1 (2.44%) Celery
5 1 (2.44%) CGI
5 1 (2.44%) Flask
5 1 (2.44%) PostGIS
Miscellaneous
1 4 (9.76%) Management Information System
2 3 (7.32%) Data Structures
3 1 (2.44%) Computer Science
3 1 (2.44%) e-Learning
3 1 (2.44%) Reference Data
3 1 (2.44%) Social Media
Operating Systems
1 4 (9.76%) Unix
2 1 (2.44%) Linux
Processes & Methodologies
1 18 (43.90%) Agile Software Development
2 9 (21.95%) Data Modelling
2 9 (21.95%) ERP
3 8 (19.51%) Business Intelligence
4 6 (14.63%) Integration Testing
5 5 (12.20%) Analytics
5 5 (12.20%) Asset Management
5 5 (12.20%) Migration
6 4 (9.76%) Data Analysis
6 4 (9.76%) ETL Development
6 4 (9.76%) SDLC
7 3 (7.32%) Data Architecture
7 3 (7.32%) Investment Management
7 3 (7.32%) Kimball Methodology
7 3 (7.32%) Stakeholder Management
8 2 (4.88%) Business Analysis
8 2 (4.88%) Data Integration
8 2 (4.88%) Data Migration
8 2 (4.88%) MVC
8 2 (4.88%) Project Management
Programming Languages
1 30 (73.17%) SQL
2 12 (29.27%) C#
3 6 (14.63%) PL/SQL
4 3 (7.32%) Java
4 3 (7.32%) Python
4 3 (7.32%) T-SQL
5 2 (4.88%) JavaScript
5 2 (4.88%) VB.NET
5 2 (4.88%) VBA
Qualifications
1 1 (2.44%) APMP
1 1 (2.44%) BPSS Clearance
1 1 (2.44%) Degree
1 1 (2.44%) Oracle Certification
Quality Assurance & Compliance
1 4 (9.76%) Disclosure Scotland
2 1 (2.44%) SLA
Systems Management
1 1 (2.44%) HP Quality Center
Vendors
1 16 (39.02%) Oracle
2 5 (12.20%) Microsoft
2 5 (12.20%) Tableau
3 4 (9.76%) Informatica
4 3 (7.32%) Charles River
4 3 (7.32%) SAP
5 2 (4.88%) Ab Initio
6 1 (2.44%) Alteryx
6 1 (2.44%) Cloudera
6 1 (2.44%) Cognos
6 1 (2.44%) Fidessa
6 1 (2.44%) Google
6 1 (2.44%) HP
6 1 (2.44%) IBM
6 1 (2.44%) Netezza
6 1 (2.44%) Pega
6 1 (2.44%) Talend
6 1 (2.44%) Teradata