The table below looks at the statistics for ETL skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 14 February 2016 with a comparison to the same period in 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.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 60 59 83
Rank change year-on-year
-1 +24
Contract jobs citing ETL 71 67 34
As % of all contract IT jobs located in Scotland 2.78% 2.53% 1.44%
As % of the Processes & Methodologies category 3.48% 3.18% 1.96%
Number of daily rates quoted 39 45 14
Average daily rate £400 £400 £333
Average daily rate % change year-on-year
- +20.30%
90% offered a daily rate of more than £295 £312 £241
10% offered a daily rate of more than £460 £480 £414
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £56.00 £36.25 £31.92
% change year-on-year
+54.48% +13.56%
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
2043 2109 1733
As % of all contract IT jobs located in Scotland 79.96% 79.49% 73.62%
Number of daily rates quoted 1087 1198 849
Average daily rate £380 £400 £375
Average daily rate % change year-on-year
-5.00% +6.66%
90% offered a daily rate of more than £265 £276 £250
10% offered a daily rate of more than £525 £500 £500
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 19 31 31
Average hourly rate £32.50 £25.50 £32.50
Average hourly rate % change year-on-year
+27.45% -21.53%
90% offered a hourly rate of more than £15.25 £12.10 £11.75
10% offered a hourly rate of more than £45.88 £47.50 £180.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

ETL
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the Scotland region as a proportion of the total demand within 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 14 February 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 average contractor rates quoted in IT jobs citing ETL within the Scotland region over the 3 months to 14 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -2 43 £400 +6.66% 16
Glasgow -4 16 £400 - 6
Stirling - 9 £277 -
Renfrewshire -6 1 £500 +72.41%
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 14 February 2016, IT contractor jobs across the Scotland region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL.

1 98 (57.99%) SQL
2 74 (43.79%) Finance
3 73 (43.20%) Data Warehouse
4 51 (30.18%) Business Intelligence
5 46 (27.22%) Agile Software Development
6 44 (26.04%) SQL Server
7 37 (21.89%) Oracle
8 36 (21.30%) Data Modelling
9 25 (14.79%) Banking
10 24 (14.20%) Migration
11 23 (13.61%) Data Integration
12 22 (13.02%) Informatica
13 21 (12.43%) SQL Server Integration Services
14 19 (11.24%) Microsoft
14 19 (11.24%) T-SQL
14 19 (11.24%) Analytical Skills
15 18 (10.65%) Markit EDM
16 17 (10.06%) Relational Database
17 15 (8.88%) Web Services
17 15 (8.88%) Data Analysis
17 15 (8.88%) Data Quality
17 15 (8.88%) ETL Development
18 14 (8.28%) Data Migration
18 14 (8.28%) SQL Server Analysis Services
18 14 (8.28%) Investment Management
18 14 (8.28%) Amazon AWS
18 14 (8.28%) Stakeholder Management
18 14 (8.28%) PL/SQL
18 14 (8.28%) MicroStrategy
18 14 (8.28%) BusinessObjects

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 14 February 2016, IT contractor jobs across the Scotland region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 7 (4.14%) BizTalk Server
2 4 (2.37%) JBoss
2 4 (2.37%) PowerExchange
2 4 (2.37%) SAS
3 3 (1.78%) WebSphere
4 2 (1.18%) SharePoint
5 1 (0.59%) Apache Pig
5 1 (0.59%) IIS
5 1 (0.59%) OpenEdge
5 1 (0.59%) WebLogic
Applications
1 9 (5.33%) MS Excel
2 1 (0.59%) MS Office
2 1 (0.59%) MS PowerPoint
Business Applications
1 18 (10.65%) Markit EDM
2 12 (7.10%) Unit4 Business World
3 5 (2.96%) Oracle ERP
4 2 (1.18%) Cognos Business Intelligence
4 2 (1.18%) Maximo
5 1 (0.59%) Dynamics CRM
5 1 (0.59%) Oracle EBS
5 1 (0.59%) SAP HR
Cloud Services
1 14 (8.28%) Amazon AWS
2 13 (7.69%) Microsoft Azure
Communications & Networking
1 2 (1.18%) 2G
1 2 (1.18%) 3G
1 2 (1.18%) RNC
2 1 (0.59%) ATM
2 1 (0.59%) DWDM
2 1 (0.59%) Intranet
2 1 (0.59%) Wireless
Database & Business Intelligence
1 73 (43.20%) Data Warehouse
2 44 (26.04%) SQL Server
3 21 (12.43%) SQL Server Integration Services
4 17 (10.06%) Relational Database
5 14 (8.28%) BusinessObjects
5 14 (8.28%) SQL Server Analysis Services
6 12 (7.10%) Oracle Database
6 12 (7.10%) RDBMS
6 12 (7.10%) SQL Server Reporting Services
7 10 (5.92%) BusinessObjects XI
8 8 (4.73%) DTS
9 6 (3.55%) DB2
9 6 (3.55%) Enterprise Data Warehouse
9 6 (3.55%) MySQL
9 6 (3.55%) PostgreSQL
9 6 (3.55%) PowerCenter
10 5 (2.96%) Hadoop
10 5 (2.96%) Pentaho
11 4 (2.37%) BusinessObjects Web Intelligence
11 4 (2.37%) Microsoft Analysis Services
Development Applications
1 5 (2.96%) Subversion
1 5 (2.96%) Toad
2 4 (2.37%) ERwin
2 4 (2.37%) Git (software)
2 4 (2.37%) Team Foundation Server
3 2 (1.18%) Atlassian Bamboo
3 2 (1.18%) ClearCase
3 2 (1.18%) Jenkins
3 2 (1.18%) jMock
3 2 (1.18%) JUnit
3 2 (1.18%) Maven
3 2 (1.18%) Mockito
3 2 (1.18%) SQL Server Management Studio (SSMS)
3 2 (1.18%) Talend Open Studio
3 2 (1.18%) Visual Studio Tools for Office
4 1 (0.59%) Oracle APEX
4 1 (0.59%) Visual Studio
General
1 74 (43.79%) Finance
2 25 (14.79%) Banking
3 7 (4.14%) Retail
4 5 (2.96%) Advertising
4 5 (2.96%) Telecoms
5 4 (2.37%) Investment Banking
6 3 (1.78%) Front Office
7 2 (1.18%) Law
7 2 (1.18%) Retail Banking
8 1 (0.59%) Manufacturing
8 1 (0.59%) Marketing
Job Titles
1 63 (37.28%) Developer
2 26 (15.38%) Analyst
2 26 (15.38%) Architect
3 17 (10.06%) Technical Architect
4 14 (8.28%) Test Analyst
5 12 (7.10%) Consultant
6 10 (5.92%) Delivery Manager
7 9 (5.33%) Business Developer
7 9 (5.33%) SQL Developer
8 8 (4.73%) Business Objects Developer
8 8 (4.73%) Data Warehouse Manager
8 8 (4.73%) Integration Architect
8 8 (4.73%) Senior Analyst
9 7 (4.14%) Data Modeller
9 7 (4.14%) Oracle Developer
10 6 (3.55%) BizTalk Developer
10 6 (3.55%) Data Analyst
10 6 (3.55%) DBA
10 6 (3.55%) Project Manager
10 6 (3.55%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 15 (8.88%) Web Services
2 11 (6.51%) .NET
3 8 (4.73%) Middleware
4 4 (2.37%) PostGIS
4 4 (2.37%) SOAP
5 3 (1.78%) jQuery
5 3 (1.78%) Spring
5 3 (1.78%) XML
6 2 (1.18%) Drools
6 2 (1.18%) Ext JS
6 2 (1.18%) Hibernate
6 2 (1.18%) HTML
6 2 (1.18%) HTML5
6 2 (1.18%) JAXB
6 2 (1.18%) JDBC
6 2 (1.18%) JMS
6 2 (1.18%) JPA
6 2 (1.18%) JSON
6 2 (1.18%) MDX
6 2 (1.18%) REST
Miscellaneous
1 23 (13.61%) Data Integration
2 19 (11.24%) Analytical Skills
3 7 (4.14%) Derivative
3 7 (4.14%) Enterprise Software
3 7 (4.14%) Equities
4 6 (3.55%) Computer Science
5 5 (2.96%) Mainframe
6 4 (2.37%) Hybrid Cloud
6 4 (2.37%) User Experience
6 4 (2.37%) VSAM
7 3 (1.78%) Data Centre
8 2 (1.18%) Data Structures
8 2 (1.18%) Fintech
8 2 (1.18%) Management Information System
8 2 (1.18%) Mathematics
8 2 (1.18%) Visualisation
9 1 (0.59%) Algorithms
9 1 (0.59%) Clustering
9 1 (0.59%) Replication
Operating Systems
1 13 (7.69%) Unix
2 7 (4.14%) Linux
3 6 (3.55%) Windows
4 2 (1.18%) Mac OS X
5 1 (0.59%) Windows Server
Processes & Methodologies
1 51 (30.18%) Business Intelligence
2 46 (27.22%) Agile Software Development
3 36 (21.30%) Data Modelling
4 24 (14.20%) Migration
5 15 (8.88%) Data Analysis
5 15 (8.88%) ETL Development
6 14 (8.28%) Data Migration
6 14 (8.28%) Investment Management
6 14 (8.28%) Stakeholder Management
7 13 (7.69%) Analytics
7 13 (7.69%) SDLC
8 12 (7.10%) Service Delivery
8 12 (7.10%) SOA
9 11 (6.51%) Data Management
9 11 (6.51%) Scrum
10 10 (5.92%) ERP
10 10 (5.92%) Microservices
11 9 (5.33%) Capacity Planning
12 8 (4.73%) Data Transformation
12 8 (4.73%) Logical Data Model
Programming Languages
1 98 (57.99%) SQL
2 19 (11.24%) T-SQL
3 14 (8.28%) PL/SQL
4 10 (5.92%) Java
5 9 (5.33%) C#
6 5 (2.96%) JavaScript
7 3 (1.78%) Python
7 3 (1.78%) VBA
8 2 (1.18%) Bash Shell
8 2 (1.18%) C++
8 2 (1.18%) Clojure
8 2 (1.18%) Perl
8 2 (1.18%) Ruby
8 2 (1.18%) Shell Script
9 1 (0.59%) C
9 1 (0.59%) OpenEdge ABL
9 1 (0.59%) Progress 4GL
9 1 (0.59%) Scala
9 1 (0.59%) VB.NET
Qualifications
1 9 (5.33%) Degree
2 7 (4.14%) Security Cleared
3 3 (1.78%) ISEB
4 2 (1.18%) ISTQB
4 2 (1.18%) SC Cleared
5 1 (0.59%) BPSS Clearance
5 1 (0.59%) HND
5 1 (0.59%) ITIL Certification
Quality Assurance & Compliance
1 15 (8.88%) Data Quality
2 13 (7.69%) QA
3 2 (1.18%) SLA
System Software
1 1 (0.59%) Apache ZooKeeper
1 1 (0.59%) Oracle RAC
1 1 (0.59%) Tivoli Workload Scheduler
Systems Management
1 6 (3.55%) HP Quality Center
2 2 (1.18%) Control-M
3 1 (0.59%) Hadoop YARN
3 1 (0.59%) Tivoli
Vendors
1 37 (21.89%) Oracle
2 22 (13.02%) Informatica
3 19 (11.24%) Microsoft
4 14 (8.28%) MicroStrategy
5 8 (4.73%) Ab Initio
6 7 (4.14%) Cognos
7 6 (3.55%) Teradata
8 5 (2.96%) SAP
9 4 (2.37%) IBM
10 3 (1.78%) Pega
10 3 (1.78%) Tableau
11 2 (1.18%) Charles River
11 2 (1.18%) Ericsson
11 2 (1.18%) HP
11 2 (1.18%) Huawei
11 2 (1.18%) Netezza
11 2 (1.18%) Nokia
11 2 (1.18%) Sybase
11 2 (1.18%) Talend
11 2 (1.18%) Trillium
Edinburgh, Midlothian
Jonathan Garth
Rate: Good Market Rates
Posted: 3 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment Limited
Rate: Market Rate
Posted: 3 days ago
Edinburgh, Midlothian
Be-IT Resourcing
Posted: 3 days ago
Glasgow, Lanarkshire
Sopra Steria Recruitment Limited
Posted: 5 days ago
Edinburgh, Midlothian
Hatstand Limited
Rate: £400 - £450 per day
Posted: 5 days ago
Edinburgh, Midlothian
TEKsystems
Rate: £350 - £375 per day
Posted: 6 days ago
Edinburgh
Cathcart Associates
Rate: £475 - £525 per day
Posted: 9 days ago
Glasgow
Hays Specialist Recruitment Ltd
Rate: £300.00 - £350 per day
Posted: 19 days ago