The table below looks at the statistics for ETL skills in IT contracts advertised for the Glasgow region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 25 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
25 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 51 47 48
Rank change year-on-year
-4 +1
Contract jobs citing ETL 20 26 23
As % of all contract IT jobs located in Glasgow 2.86% 2.89% 2.97%
As % of the Processes & Methodologies category 3.66% 3.50% 3.78%
Number of daily rates quoted 12 13 14
Median daily rate £375 £375 £325
Median daily rate % change year-on-year
- +15.38%
90% offered a daily rate of more than £301 £302 £288
10% offered a daily rate of more than £473 £450 £396
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
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 Glasgow region.

Processes & Methodologies Category
Glasgow
Contract IT job ads with a match in the
Processes & Methodologies category
547 742 609
As % of all contract IT jobs located in Glasgow 78.14% 82.44% 78.58%
Number of daily rates quoted 340 387 309
Median daily rate £350 £350 £350
90% offered a daily rate of more than £247 £250 £265
10% offered a daily rate of more than £450 £450 £445
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 1 28 6
Median hourly rate £43.00 £36.00 £18.00
Median hourly rate % change year-on-year
+19.44% +100.00%
UK excluding London median hourly rate £28.50 £30.00 £29.50
% change year-on-year
-5.00% +1.69%

ETL
Jobs Demand Trend in Glasgow

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

ETL Jobs Demand Trend in Glasgow

ETL
Daily Rate Trend in Glasgow

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

ETL Daily Rate Trend in Glasgow

ETL
Daily Rate Histogram in Glasgow

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Glasgow region over the 3 months to 25 June 2016.

ETL Daily Rate Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 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 Glasgow region with a requirement for ETL.

1 23 (60.53%) SQL
2 20 (52.63%) Data Warehouse
3 19 (50.00%) Finance
4 15 (39.47%) Data Modelling
5 13 (34.21%) Business Intelligence
6 10 (26.32%) Oracle
6 10 (26.32%) SQL Server
6 10 (26.32%) Migration
6 10 (26.32%) Banking
6 10 (26.32%) Data Migration
7 8 (21.05%) Microsoft
7 8 (21.05%) Unix
7 8 (21.05%) Talend Open Studio
7 8 (21.05%) Agile Software Development
7 8 (21.05%) Talend
7 8 (21.05%) Oracle Database
7 8 (21.05%) ETL Development
8 7 (18.42%) Relational Database
8 7 (18.42%) Java
9 6 (15.79%) T-SQL
9 6 (15.79%) RDBMS
9 6 (15.79%) SQL Server Integration Services
9 6 (15.79%) User Acceptance Testing
9 6 (15.79%) Security Cleared
9 6 (15.79%) Functional Testing
9 6 (15.79%) System Integration Testing
10 5 (13.16%) High Availability
10 5 (13.16%) Data Quality
10 5 (13.16%) Data Architecture
10 5 (13.16%) NoSQL

ETL
Top Related IT Skills in Glasgow 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 2 (5.26%) JBoss
1 2 (5.26%) PowerExchange
Database & Business Intelligence
1 20 (52.63%) Data Warehouse
2 10 (26.32%) SQL Server
3 8 (21.05%) Oracle Database
4 7 (18.42%) Relational Database
5 6 (15.79%) RDBMS
5 6 (15.79%) SQL Server Integration Services
6 5 (13.16%) NoSQL
6 5 (13.16%) Oracle Reports
6 5 (13.16%) PostgreSQL
7 4 (10.53%) OLAP
7 4 (10.53%) OLTP
7 4 (10.53%) SQL Server 2005
7 4 (10.53%) SQL Server 2012
8 3 (7.89%) DB2
8 3 (7.89%) DTS
8 3 (7.89%) Hadoop
8 3 (7.89%) IBM PureData
8 3 (7.89%) MongoDB
8 3 (7.89%) Oracle Exadata
9 2 (5.26%) Enterprise Data Warehouse
Development Applications
1 8 (21.05%) Talend Open Studio
2 2 (5.26%) ERwin
2 2 (5.26%) Git (software)
2 2 (5.26%) LoadRunner
2 2 (5.26%) PVCS
2 2 (5.26%) Subversion
2 2 (5.26%) Visual Studio
3 1 (2.63%) Team Foundation Server
General
1 19 (50.00%) Finance
2 10 (26.32%) Banking
3 1 (2.63%) Law
3 1 (2.63%) Retail
Job Titles
1 10 (26.32%) Developer
2 9 (23.68%) Analyst
3 8 (21.05%) Test Analyst
4 4 (10.53%) Architect
4 4 (10.53%) SQL Developer
5 3 (7.89%) DBA
5 3 (7.89%) Designer
5 3 (7.89%) Development DBA
5 3 (7.89%) Java Architect
5 3 (7.89%) SQL DBA
6 2 (5.26%) Banking Analyst
6 2 (5.26%) Consultant
6 2 (5.26%) ETL Designer
6 2 (5.26%) Financial Analyst
6 2 (5.26%) Functional Analyst
6 2 (5.26%) Functional Test Analyst
6 2 (5.26%) Informatica Consultant
6 2 (5.26%) Non-Functional Test Analyst
6 2 (5.26%) Oracle Developer
6 2 (5.26%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (5.26%) Middleware
1 2 (5.26%) Web Services
1 2 (5.26%) XML
2 1 (2.63%) FpML
2 1 (2.63%) FreeMarker
2 1 (2.63%) HTML
2 1 (2.63%) HTML5
2 1 (2.63%) XML Schema
2 1 (2.63%) XSLT
Miscellaneous
1 3 (7.89%) Analytical Skills
1 3 (7.89%) Clustering
1 3 (7.89%) Enterprise Software
1 3 (7.89%) Replication
2 2 (5.26%) Data Structures
2 2 (5.26%) Mainframe
2 2 (5.26%) User Experience
3 1 (2.63%) Computer Science
3 1 (2.63%) Credit Risk
3 1 (2.63%) Data Integration
Operating Systems
1 8 (21.05%) Unix
2 3 (7.89%) Linux
2 3 (7.89%) Mac OS X
Processes & Methodologies
1 15 (39.47%) Data Modelling
2 13 (34.21%) Business Intelligence
3 10 (26.32%) Data Migration
3 10 (26.32%) Migration
4 8 (21.05%) Agile Software Development
4 8 (21.05%) ETL Development
5 6 (15.79%) Functional Testing
5 6 (15.79%) System Integration Testing
5 6 (15.79%) User Acceptance Testing
6 5 (13.16%) Data Architecture
6 5 (13.16%) Enterprise Architecture
6 5 (13.16%) High Availability
6 5 (13.16%) OOA/OOD
6 5 (13.16%) Performance Tuning
6 5 (13.16%) SOA
7 4 (10.53%) E-Commerce
7 4 (10.53%) Kimball Methodology
7 4 (10.53%) OO
7 4 (10.53%) Scrum
7 4 (10.53%) Test Strategy
Programming Languages
1 23 (60.53%) SQL
2 7 (18.42%) Java
3 6 (15.79%) T-SQL
4 4 (10.53%) PL/SQL
5 3 (7.89%) Clojure
5 3 (7.89%) JavaScript
5 3 (7.89%) Ruby
6 1 (2.63%) AWK
6 1 (2.63%) Korn
6 1 (2.63%) Perl
6 1 (2.63%) sed
6 1 (2.63%) Shell Script
Qualifications
1 6 (15.79%) Security Cleared
2 2 (5.26%) SC Cleared
3 1 (2.63%) Degree
Quality Assurance & Compliance
1 5 (13.16%) Data Quality
2 2 (5.26%) QA
Systems Management
1 3 (7.89%) HP Quality Center
Vendors
1 10 (26.32%) Oracle
2 8 (21.05%) Microsoft
2 8 (21.05%) Talend
3 5 (13.16%) MicroStrategy
4 3 (7.89%) IBM
4 3 (7.89%) Informatica
4 3 (7.89%) Netezza
5 2 (5.26%) CA
5 2 (5.26%) Cognos
5 2 (5.26%) HP
5 2 (5.26%) Teradata
6 1 (2.63%) Ab Initio
6 1 (2.63%) Murex
Glasgow
Vivid Resourcing
Posted: 16 hours ago
Glasgow, Lanarkshire
Nigel Frank International Ltd
Rate: £300 - £375 per day
Posted: Yesterday
Glasgow Area
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: Yesterday
Glasgow, Lanarkshire
Sopra Steria Recruitment
Rate: From £400 to £420 per day
Posted: 4 days ago
Glasgow City Centre
JP Morgan Glasgow
Rate: Competitive + full benefits
Posted: 18 days ago