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 29 June 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
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 76 51 60
Rank change year-on-year
-25 +9
Contract jobs citing ETL 74 97 73
As % of all contract IT jobs located in Scotland 2.50% 3.22% 2.72%
As % of the Processes & Methodologies category 2.99% 4.01% 3.46%
Number of daily rates quoted 46 58 40
Median daily rate £413 £375 £338
Median daily rate % change year-on-year
+10.00% +11.11%
90% offered a daily rate of more than £313 £268 £200
10% offered a daily rate of more than £500 £465 £450
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 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
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
2474 2420 2111
As % of all contract IT jobs located in Scotland 83.64% 80.27% 78.80%
Number of daily rates quoted 1422 1234 1163
Median daily rate £370 £360 £375
Median daily rate % change year-on-year
+2.77% -4.00%
90% offered a daily rate of more than £247 £262 £255
10% offered a daily rate of more than £500 £475 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 52 64 36
Median hourly rate £37.50 £30.50 £25.00
Median hourly rate % change year-on-year
+22.95% +22.00%
90% offered a hourly rate of more than £14.01 £12.93 £14.00
10% offered a hourly rate of more than £43.00 £40.00 £38.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 29 June 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 29 June 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 -16 53 £428 +22.58% 2
Glasgow -1 22 £375 - 7
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 29 June 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 84 (50.60%) Finance
2 82 (49.40%) Data Warehouse
3 77 (46.39%) SQL
4 58 (34.94%) Data Modelling
5 42 (25.30%) Business Intelligence
5 42 (25.30%) Oracle
6 35 (21.08%) Agile Software Development
7 34 (20.48%) Migration
8 32 (19.28%) Data Migration
9 31 (18.67%) SQL Server
10 29 (17.47%) Teradata
10 29 (17.47%) Banking
11 25 (15.06%) Data Architecture
12 23 (13.86%) Unix
12 23 (13.86%) Data Quality
13 22 (13.25%) Oracle Database
13 22 (13.25%) Relational Database
13 22 (13.25%) Informatica
14 20 (12.05%) SQL Server Integration Services
14 20 (12.05%) ETL Development
15 18 (10.84%) Microsoft
16 17 (10.24%) Data Analysis
16 17 (10.24%) Dimensional Modelling
17 16 (9.64%) RDBMS
17 16 (9.64%) Stakeholder Management
18 15 (9.04%) SOA
19 14 (8.43%) User Acceptance Testing
19 14 (8.43%) Microsoft Azure
19 14 (8.43%) Web Services
20 13 (7.83%) C#

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 (6.02%) BizTalk Server
2 8 (4.82%) SAS
3 2 (1.20%) GeoServer
3 2 (1.20%) JBoss
3 2 (1.20%) PowerExchange
4 1 (0.60%) WebSphere
Applications
1 5 (3.01%) MS Excel
2 2 (1.20%) MS PowerPoint
Business Applications
1 9 (5.42%) Unit4 Business World
2 2 (1.20%) Markit EDM
Cloud Services
1 14 (8.43%) Microsoft Azure
2 11 (6.63%) Amazon AWS
3 1 (0.60%) SaaS
Communications & Networking
1 1 (0.60%) 2G
1 1 (0.60%) 3G
1 1 (0.60%) HTTP
1 1 (0.60%) Internet
1 1 (0.60%) LAN
1 1 (0.60%) RNC
1 1 (0.60%) SAN
1 1 (0.60%) TCP/IP
1 1 (0.60%) Wi-Fi
1 1 (0.60%) WLAN
Database & Business Intelligence
1 82 (49.40%) Data Warehouse
2 31 (18.67%) SQL Server
3 22 (13.25%) Oracle Database
3 22 (13.25%) Relational Database
4 20 (12.05%) SQL Server Integration Services
5 16 (9.64%) RDBMS
6 13 (7.83%) BusinessObjects
6 13 (7.83%) Enterprise Data Warehouse
7 12 (7.23%) PowerCenter
8 10 (6.02%) SQL Server 2012
8 10 (6.02%) SQL Server Reporting Services
9 9 (5.42%) Big Data
9 9 (5.42%) BusinessObjects XI
10 8 (4.82%) PostgreSQL
11 7 (4.22%) NoSQL
11 7 (4.22%) OLTP
11 7 (4.22%) Oracle Database 11g
11 7 (4.22%) Oracle Reports
11 7 (4.22%) SQL Server Analysis Services
12 6 (3.61%) MongoDB
Development Applications
1 11 (6.63%) Talend Open Studio
2 10 (6.02%) ERwin
3 5 (3.01%) Subversion
3 5 (3.01%) Team Foundation Server
4 4 (2.41%) Git (software)
5 3 (1.81%) PVCS
6 2 (1.20%) Bower
6 2 (1.20%) DBeaver
6 2 (1.20%) Hudson
6 2 (1.20%) Jenkins
6 2 (1.20%) LoadRunner
6 2 (1.20%) Visual Studio
6 2 (1.20%) Visual Studio Tools for Office
7 1 (0.60%) JIRA
7 1 (0.60%) JMeter
7 1 (0.60%) Selenium
7 1 (0.60%) SQL Server Management Studio (SSMS)
7 1 (0.60%) WebDriver
General
1 84 (50.60%) Finance
2 29 (17.47%) Banking
3 12 (7.23%) Retail
4 6 (3.61%) Law
5 5 (3.01%) Retail Banking
6 2 (1.20%) Front Office
Job Titles
1 53 (31.93%) Developer
2 43 (25.90%) Architect
3 26 (15.66%) Data Architect
4 24 (14.46%) Analyst
5 16 (9.64%) Test Analyst
6 15 (9.04%) Data Warehouse Architect
7 14 (8.43%) Technical Architect
8 13 (7.83%) Consultant
9 12 (7.23%) SQL Developer
10 11 (6.63%) Solutions Architect
11 10 (6.02%) BizTalk Developer
11 10 (6.02%) Business Developer
12 9 (5.42%) Business Objects Developer
13 8 (4.82%) Business Intelligence Developer
13 8 (4.82%) ETL Developer
13 8 (4.82%) Integration Architect
14 7 (4.22%) Informatica Consultant
14 7 (4.22%) SQL BI Developer
15 6 (3.61%) ETL Analyst
15 6 (3.61%) Oracle Developer
Libraries, Frameworks & Software Standards
1 14 (8.43%) Web Services
2 12 (7.23%) .NET
2 12 (7.23%) Middleware
3 4 (2.41%) HTML
4 3 (1.81%) PostGIS
5 2 (1.20%) AngularJS
5 2 (1.20%) CSS
5 2 (1.20%) Flask
5 2 (1.20%) jQuery
5 2 (1.20%) Node.js
5 2 (1.20%) OpenLayers
5 2 (1.20%) REST
5 2 (1.20%) Sass
5 2 (1.20%) XML
6 1 (0.60%) ASP.NET MVC
6 1 (0.60%) FpML
6 1 (0.60%) FreeMarker
6 1 (0.60%) Gherkin
6 1 (0.60%) HTML5
6 1 (0.60%) XSLT
Miscellaneous
1 9 (5.42%) Analytical Skills
2 8 (4.82%) Computer Science
3 6 (3.61%) Data Integration
4 5 (3.01%) Hybrid Cloud
5 4 (2.41%) Enterprise Software
6 3 (1.81%) Clustering
6 3 (1.81%) Data Structures
6 3 (1.81%) Fintech
6 3 (1.81%) Mainframe
6 3 (1.81%) Replication
7 2 (1.20%) Photography
7 2 (1.20%) User Experience
7 2 (1.20%) Visualisation
8 1 (0.60%) Credit Risk
8 1 (0.60%) Management Information System
8 1 (0.60%) Private Cloud
8 1 (0.60%) Reference Data
Operating Systems
1 23 (13.86%) Unix
2 5 (3.01%) Linux
3 3 (1.81%) Mac OS X
4 2 (1.20%) Windows
Processes & Methodologies
1 58 (34.94%) Data Modelling
2 42 (25.30%) Business Intelligence
3 35 (21.08%) Agile Software Development
4 34 (20.48%) Migration
5 32 (19.28%) Data Migration
6 25 (15.06%) Data Architecture
7 20 (12.05%) ETL Development
8 17 (10.24%) Data Analysis
8 17 (10.24%) Dimensional Modelling
9 16 (9.64%) Stakeholder Management
10 15 (9.04%) SOA
11 14 (8.43%) User Acceptance Testing
12 11 (6.63%) Analytics
13 10 (6.02%) Data Management
13 10 (6.02%) Integration Testing
14 9 (5.42%) Asset Management
14 9 (5.42%) Data Mapping
14 9 (5.42%) Software Testing
14 9 (5.42%) Test Scripting
15 8 (4.82%) Kanban
Programming Languages
1 77 (46.39%) SQL
2 13 (7.83%) C#
3 12 (7.23%) Java
3 12 (7.23%) PL/SQL
4 9 (5.42%) T-SQL
5 6 (3.61%) JavaScript
6 5 (3.01%) Perl
7 4 (2.41%) VBA
8 3 (1.81%) Clojure
8 3 (1.81%) Python
8 3 (1.81%) Ruby
8 3 (1.81%) VB
9 2 (1.20%) CoffeeScript
10 1 (0.60%) AWK
10 1 (0.60%) C
10 1 (0.60%) Korn
10 1 (0.60%) sed
10 1 (0.60%) Shell Script
Qualifications
1 8 (4.82%) Degree
1 8 (4.82%) Security Cleared
2 2 (1.20%) ISEB
2 2 (1.20%) SC Cleared
Quality Assurance & Compliance
1 23 (13.86%) Data Quality
2 3 (1.81%) Disclosure Scotland
3 2 (1.20%) QA
4 1 (0.60%) SLA
4 1 (0.60%) Solvency II
System Software
1 2 (1.20%) GeoWebCache
2 1 (0.60%) Tivoli Workload Scheduler
Systems Management
1 9 (5.42%) HP Quality Center
2 1 (0.60%) Tivoli
Vendors
1 42 (25.30%) Oracle
2 29 (17.47%) Teradata
3 22 (13.25%) Informatica
4 18 (10.84%) Microsoft
5 11 (6.63%) Talend
6 10 (6.02%) CA
7 7 (4.22%) MicroStrategy
8 6 (3.61%) Cognos
8 6 (3.61%) IBM
9 5 (3.01%) Ab Initio
10 4 (2.41%) Netezza
11 2 (1.20%) Charles River
11 2 (1.20%) HP
11 2 (1.20%) VMware
12 1 (0.60%) Ericsson
12 1 (0.60%) Murex
12 1 (0.60%) NEC
12 1 (0.60%) Nokia
12 1 (0.60%) Nortel
12 1 (0.60%) Sybase
Glasgow, Lanarkshire
Nigel Frank International Ltd
Rate: £300 - £375 per day
Posted: 4 days ago
Glasgow
Vivid Resourcing
Posted: 4 days ago
Glasgow Area
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: 4 days ago
Edinburgh, Midlothian
NCC Group
Rate: £280 per day
Posted: 7 days ago
Glasgow City Centre
JP Morgan Glasgow
Rate: Competitive + full benefits
Posted: 22 days ago