The table below looks at the statistics for ETL skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 26 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
26 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 86 60 68
Rank change year-on-year
-26 +8
Contract jobs citing ETL 60 75 60
As % of all contract IT jobs located in Scotland 2.06% 2.57% 2.37%
As % of the Processes & Methodologies category 2.49% 3.24% 3.08%
Number of daily rates quoted 41 45 35
Median daily rate £375 £375 £325
Median daily rate % change year-on-year
- +15.38%
90% offered a daily rate of more than £310 £263 £210
10% offered a daily rate of more than £500 £465 £440
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 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
ETL
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2406 2317 1945
As % of all contract IT jobs located in Scotland 82.77% 79.51% 76.70%
Number of daily rates quoted 1389 1231 1084
Median daily rate £375 £375 £375
90% offered a daily rate of more than £238 £260 £250
10% offered a daily rate of more than £500 £490 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 52 60 36
Median hourly rate £36.00 £31.00 £25.00
Median hourly rate % change year-on-year
+16.12% +24.00%
90% offered a hourly rate of more than £13.45 £14.00 £17.00
10% offered a hourly rate of more than £41.40 £40.00 £38.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

ETL
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Scotland

ETL
Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Scotland region.

ETL Daily Rate Trend in Scotland

ETL
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Scotland region over the 3 months to 26 May 2016.

ETL Daily Rate Histogram in Scotland

ETL
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Scotland region.

ETL Hourly Rate Trend in Scotland

ETL
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Scotland region over the 3 months to 26 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -11 44 £394 +12.90% 3
Glasgow -8 16 £313 -16.66% 6
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 26 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 Scotland region with a requirement for ETL.

1 74 (52.11%) SQL
2 63 (44.37%) Finance
3 62 (43.66%) Data Warehouse
4 38 (26.76%) Business Intelligence
5 36 (25.35%) Data Modelling
6 35 (24.65%) Agile Software Development
7 31 (21.83%) Oracle
8 29 (20.42%) Migration
9 28 (19.72%) SQL Server
9 28 (19.72%) Data Migration
10 27 (19.01%) Banking
11 21 (14.79%) Data Quality
12 20 (14.08%) Unix
13 18 (12.68%) SQL Server Integration Services
14 17 (11.97%) Informatica
14 17 (11.97%) ETL Development
15 16 (11.27%) Oracle Database
15 16 (11.27%) Relational Database
15 16 (11.27%) Web Services
15 16 (11.27%) Microsoft
15 16 (11.27%) Data Analysis
16 15 (10.56%) Teradata
17 14 (9.86%) Java
17 14 (9.86%) Data Architecture
17 14 (9.86%) Microsoft Azure
18 13 (9.15%) Amazon AWS
18 13 (9.15%) User Acceptance Testing
18 13 (9.15%) C#
18 13 (9.15%) SOA
18 13 (9.15%) RDBMS

ETL
Top Related IT Skills in Scotland 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 (7.04%) BizTalk Server
2 8 (5.63%) SAS
3 2 (1.41%) GeoServer
3 2 (1.41%) JBoss
3 2 (1.41%) Node.js
4 1 (0.70%) Apache Pig
4 1 (0.70%) SharePoint
4 1 (0.70%) WebSphere
Applications
1 6 (4.23%) MS Excel
2 1 (0.70%) MS PowerPoint
Business Applications
1 9 (6.34%) Unit4 Business World
2 3 (2.11%) Markit EDM
3 1 (0.70%) Dynamics CRM
Cloud Services
1 14 (9.86%) Microsoft Azure
2 13 (9.15%) Amazon AWS
Communications & Networking
1 2 (1.41%) 2G
1 2 (1.41%) 3G
1 2 (1.41%) RNC
2 1 (0.70%) ATM
2 1 (0.70%) DWDM
2 1 (0.70%) HTTP
2 1 (0.70%) Intranet
2 1 (0.70%) TCP/IP
2 1 (0.70%) Wireless
Database & Business Intelligence
1 62 (43.66%) Data Warehouse
2 28 (19.72%) SQL Server
3 18 (12.68%) SQL Server Integration Services
4 16 (11.27%) Oracle Database
4 16 (11.27%) Relational Database
5 13 (9.15%) RDBMS
6 10 (7.04%) BusinessObjects
6 10 (7.04%) SQL Server Reporting Services
7 9 (6.34%) BusinessObjects XI
7 9 (6.34%) PowerCenter
8 8 (5.63%) Big Data
8 8 (5.63%) SQL Server Analysis Services
9 7 (4.93%) Enterprise Data Warehouse
9 7 (4.93%) NoSQL
9 7 (4.93%) SQL Server 2012
10 6 (4.23%) OLTP
10 6 (4.23%) Oracle Database 11g
10 6 (4.23%) SQL Server 2008
11 5 (3.52%) Microsoft Analysis Services
11 5 (3.52%) PostgreSQL
Development Applications
1 8 (5.63%) ERwin
2 6 (4.23%) Talend Open Studio
2 6 (4.23%) Team Foundation Server
3 5 (3.52%) Git (software)
3 5 (3.52%) Subversion
4 3 (2.11%) Jenkins
5 2 (1.41%) Bower
5 2 (1.41%) DBeaver
5 2 (1.41%) Hudson
5 2 (1.41%) PVCS
5 2 (1.41%) SQL Server Management Studio (SSMS)
5 2 (1.41%) Visual Studio Tools for Office
6 1 (0.70%) ClearCase
6 1 (0.70%) JIRA
6 1 (0.70%) jMock
6 1 (0.70%) JUnit
6 1 (0.70%) LoadRunner
6 1 (0.70%) Maven
6 1 (0.70%) Selenium
6 1 (0.70%) Visual Studio
General
1 63 (44.37%) Finance
2 27 (19.01%) Banking
3 9 (6.34%) Retail
4 4 (2.82%) Retail Banking
5 3 (2.11%) Law
6 2 (1.41%) Front Office
7 1 (0.70%) Telecoms
Job Titles
1 48 (33.80%) Developer
2 30 (21.13%) Architect
3 23 (16.20%) Analyst
4 15 (10.56%) Test Analyst
5 14 (9.86%) Technical Architect
6 13 (9.15%) Consultant
6 13 (9.15%) Data Architect
7 11 (7.75%) Business Developer
8 10 (7.04%) BizTalk Developer
8 10 (7.04%) SQL Developer
9 9 (6.34%) Business Objects Developer
10 8 (5.63%) Business Intelligence Developer
10 8 (5.63%) Integration Architect
11 6 (4.23%) Data Warehouse Architect
11 6 (4.23%) ETL Developer
11 6 (4.23%) Oracle Developer
11 6 (4.23%) Senior Analyst
11 6 (4.23%) SQL BI Developer
12 5 (3.52%) Informatica Consultant
12 5 (3.52%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 16 (11.27%) Web Services
2 12 (8.45%) .NET
3 11 (7.75%) Middleware
4 4 (2.82%) HTML
5 3 (2.11%) jQuery
5 3 (2.11%) PostGIS
5 3 (2.11%) REST
6 2 (1.41%) AngularJS
6 2 (1.41%) CSS
6 2 (1.41%) Flask
6 2 (1.41%) OpenLayers
6 2 (1.41%) Sass
6 2 (1.41%) Spring
6 2 (1.41%) XML
7 1 (0.70%) ASP.NET
7 1 (0.70%) COM
7 1 (0.70%) JDBC
7 1 (0.70%) JMS
7 1 (0.70%) SOAP
7 1 (0.70%) XSLT
Miscellaneous
1 9 (6.34%) Computer Science
2 8 (5.63%) Analytical Skills
3 5 (3.52%) Hybrid Cloud
4 4 (2.82%) Enterprise Software
5 3 (2.11%) Data Integration
5 3 (2.11%) Fintech
6 2 (1.41%) Clustering
6 2 (1.41%) Data Structures
6 2 (1.41%) Management Information System
6 2 (1.41%) Photography
6 2 (1.41%) Replication
6 2 (1.41%) User Experience
6 2 (1.41%) Visualisation
7 1 (0.70%) Mainframe
Operating Systems
1 20 (14.08%) Unix
2 6 (4.23%) Linux
3 3 (2.11%) Mac OS X
4 1 (0.70%) Windows
Processes & Methodologies
1 38 (26.76%) Business Intelligence
2 36 (25.35%) Data Modelling
3 35 (24.65%) Agile Software Development
4 29 (20.42%) Migration
5 28 (19.72%) Data Migration
6 17 (11.97%) ETL Development
7 16 (11.27%) Data Analysis
8 14 (9.86%) Data Architecture
9 13 (9.15%) SOA
9 13 (9.15%) User Acceptance Testing
10 12 (8.45%) Analytics
10 12 (8.45%) Stakeholder Management
11 10 (7.04%) Data Management
12 9 (6.34%) Integration Testing
12 9 (6.34%) Test Scripting
13 8 (5.63%) Asset Management
13 8 (5.63%) Kanban
13 8 (5.63%) Scrum
13 8 (5.63%) TDD
14 7 (4.93%) Software Testing
Programming Languages
1 74 (52.11%) SQL
2 14 (9.86%) Java
3 13 (9.15%) C#
4 11 (7.75%) PL/SQL
5 9 (6.34%) T-SQL
6 7 (4.93%) JavaScript
7 5 (3.52%) Perl
7 5 (3.52%) Python
8 3 (2.11%) Clojure
8 3 (2.11%) Ruby
8 3 (2.11%) VBA
9 2 (1.41%) CoffeeScript
10 1 (0.70%) AWK
10 1 (0.70%) Bash Shell
10 1 (0.70%) C
10 1 (0.70%) Korn
10 1 (0.70%) Scala
10 1 (0.70%) sed
10 1 (0.70%) Shell Script
Qualifications
1 8 (5.63%) Degree
2 6 (4.23%) Security Cleared
3 2 (1.41%) ISEB
3 2 (1.41%) SC Cleared
4 1 (0.70%) HND
Quality Assurance & Compliance
1 21 (14.79%) Data Quality
2 2 (1.41%) SLA
3 1 (0.70%) Disclosure Scotland
3 1 (0.70%) QA
3 1 (0.70%) Solvency II
System Software
1 1 (0.70%) Apache ZooKeeper
1 1 (0.70%) Tivoli Workload Scheduler
Systems Management
1 9 (6.34%) HP Quality Center
2 1 (0.70%) Control-M
2 1 (0.70%) Hadoop YARN
2 1 (0.70%) Tivoli
Vendors
1 31 (21.83%) Oracle
2 17 (11.97%) Informatica
3 16 (11.27%) Microsoft
4 15 (10.56%) Teradata
5 8 (5.63%) CA
6 6 (4.23%) Ab Initio
6 6 (4.23%) Talend
7 3 (2.11%) IBM
7 3 (2.11%) MicroStrategy
8 2 (1.41%) Charles River
8 2 (1.41%) Cognos
8 2 (1.41%) Ericsson
8 2 (1.41%) Huawei
8 2 (1.41%) NEC
8 2 (1.41%) Nokia
8 2 (1.41%) Nortel
8 2 (1.41%) Sybase
8 2 (1.41%) VMware
9 1 (0.70%) NetCracker
9 1 (0.70%) Netezza
Edinburgh
Hays Specialist Recruitment Ltd
Rate: £350.00 - £400.00 per day
Posted: 12 days ago
Glasgow
Computer Futures
Rate: £300 - £350 per annum + competitive
Posted: 13 days ago