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 4 December 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
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 34 44 22
Rank change year-on-year
+10 -22
Contract jobs citing ETL 19 21 49
As % of all contract IT jobs located in Glasgow 3.70% 2.63% 6.61%
As % of the Processes & Methodologies category 4.58% 3.45% 8.13%
Number of daily rates quoted 8 17 31
Median daily rate £450 £475 £325
Median daily rate % change year-on-year
-5.26% +46.15%
90% offered a daily rate of more than £360 £259 £283
10% offered a daily rate of more than £462 £500 £400
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 £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
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
415 608 603
As % of all contract IT jobs located in Glasgow 80.74% 76.29% 81.38%
Number of daily rates quoted 219 348 330
Median daily rate £365 £345 £350
Median daily rate % change year-on-year
+5.79% -1.42%
90% offered a daily rate of more than £264 £195 £260
10% offered a daily rate of more than £450 £475 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 6 6 8
Median hourly rate £38.00 £29.36 £35.00
Median hourly rate % change year-on-year
+29.44% -16.12%
90% offered a hourly rate of more than £14.40 £12.42 £17.50
10% offered a hourly rate of more than £44.50 £49.41 £50.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 4 December 2016.

ETL Daily Rate Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 4 December 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 22 (57.89%) Data Modelling
2 21 (55.26%) Data Warehouse
3 15 (39.47%) Oracle
3 15 (39.47%) SQL Server
4 14 (36.84%) SQL
4 14 (36.84%) Business Intelligence
5 13 (34.21%) Talend Open Studio
5 13 (34.21%) Talend
5 13 (34.21%) Relational Database
6 12 (31.58%) Oracle Database
7 11 (28.95%) SQL Server Integration Services
8 10 (26.32%) MicroStrategy
8 10 (26.32%) RDBMS
8 10 (26.32%) Data Integration
9 9 (23.68%) Kimball Methodology
9 9 (23.68%) MongoDB
10 8 (21.05%) Logical Data Model
10 8 (21.05%) Physical Data Model
10 8 (21.05%) ETL Development
10 8 (21.05%) Data Management
10 8 (21.05%) Oracle Reports
11 7 (18.42%) Data Architecture
11 7 (18.42%) Visualisation
11 7 (18.42%) Performance Tuning
12 6 (15.79%) Data Visualisation
12 6 (15.79%) Agile Software Development
12 6 (15.79%) Finance
13 5 (13.16%) Oracle Database 10g
13 5 (13.16%) BusinessObjects
13 5 (13.16%) T-SQL

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 5 (13.16%) Apache Spark
2 1 (2.63%) BizTalk Server
2 1 (2.63%) PowerExchange
2 1 (2.63%) SAS
2 1 (2.63%) WebSphere
2 1 (2.63%) WebSphere Application Server
Applications
1 1 (2.63%) MS Excel
1 1 (2.63%) Weka
Business Applications
1 2 (5.26%) Oracle EBS
Cloud Services
1 2 (5.26%) Microsoft Azure
Database & Business Intelligence
1 21 (55.26%) Data Warehouse
2 15 (39.47%) SQL Server
3 13 (34.21%) Relational Database
4 12 (31.58%) Oracle Database
5 11 (28.95%) SQL Server Integration Services
6 10 (26.32%) RDBMS
7 9 (23.68%) MongoDB
8 8 (21.05%) Oracle Reports
9 5 (13.16%) BusinessObjects
9 5 (13.16%) NoSQL
9 5 (13.16%) Oracle Database 10g
9 5 (13.16%) QlikView
9 5 (13.16%) SQL Server 2012
10 4 (10.53%) Apache Cassandra
10 4 (10.53%) DB2
10 4 (10.53%) IBM PureData
10 4 (10.53%) Oracle Database 11g
10 4 (10.53%) Oracle Exadata
10 4 (10.53%) Oracle8/8i Database
10 4 (10.53%) Oracle9i Database
Development Applications
1 13 (34.21%) Talend Open Studio
2 4 (10.53%) PVCS
3 1 (2.63%) Cucumber
3 1 (2.63%) ERwin
3 1 (2.63%) Team Foundation Server
General
1 6 (15.79%) Finance
2 2 (5.26%) Legal
3 1 (2.63%) Advertising
3 1 (2.63%) Banking
3 1 (2.63%) Law
3 1 (2.63%) Marketing
3 1 (2.63%) Multimedia
Job Titles
1 11 (28.95%) Developer
2 10 (26.32%) Architect
3 8 (21.05%) Data Architect
4 6 (15.79%) Consultant
5 5 (13.16%) ETL Developer
6 4 (10.53%) Data Modeller
6 4 (10.53%) Oracle Consultant
6 4 (10.53%) Senior Consultant
6 4 (10.53%) Senior Oracle Consultant
7 3 (7.89%) Business Intelligence Developer
7 3 (7.89%) SQL Developer
8 2 (5.26%) Analyst
8 2 (5.26%) Business Intelligence Architect
8 2 (5.26%) Data Warehouse Architect
8 2 (5.26%) Designer
8 2 (5.26%) SQL BI Architect
8 2 (5.26%) SQL BI Developer
9 1 (2.63%) Data Engineer
9 1 (2.63%) Microsoft BI Developer
9 1 (2.63%) Power BI Consultant
Libraries, Frameworks & Software Standards
1 2 (5.26%) Middleware
1 2 (5.26%) Web Services
1 2 (5.26%) XML
2 1 (2.63%) D3.js
2 1 (2.63%) FpML
2 1 (2.63%) MDX
2 1 (2.63%) PostGIS
2 1 (2.63%) XML Schema
Miscellaneous
1 10 (26.32%) Data Integration
2 7 (18.42%) Visualisation
3 3 (7.89%) Management Information System
4 2 (5.26%) Clustering
5 1 (2.63%) Analytical Skills
5 1 (2.63%) Data Centre
5 1 (2.63%) Data Extraction
5 1 (2.63%) Enterprise Software
5 1 (2.63%) Mainframe
5 1 (2.63%) Ontologies
5 1 (2.63%) Remote Sensing
5 1 (2.63%) Replication
5 1 (2.63%) Social Media
Operating Systems
1 5 (13.16%) Unix
Processes & Methodologies
1 22 (57.89%) Data Modelling
2 14 (36.84%) Business Intelligence
3 9 (23.68%) Kimball Methodology
4 8 (21.05%) Data Management
4 8 (21.05%) ETL Development
4 8 (21.05%) Logical Data Model
4 8 (21.05%) Physical Data Model
5 7 (18.42%) Data Architecture
5 7 (18.42%) Performance Tuning
6 6 (15.79%) Agile Software Development
6 6 (15.79%) Data Visualisation
7 4 (10.53%) Change Data Capture
8 3 (7.89%) Data Migration
8 3 (7.89%) Migration
9 2 (5.26%) Analytics
9 2 (5.26%) Automated Testing
9 2 (5.26%) Data Analysis
9 2 (5.26%) Data Mapping
9 2 (5.26%) Machine Learning
9 2 (5.26%) User Acceptance Testing
Programming Languages
1 14 (36.84%) SQL
2 5 (13.16%) T-SQL
3 4 (10.53%) PL/SQL
4 2 (5.26%) Java
4 2 (5.26%) Python
5 1 (2.63%) C#
5 1 (2.63%) R
Qualifications
1 5 (13.16%) Security Cleared
2 2 (5.26%) Postgraduate
3 1 (2.63%) Degree
3 1 (2.63%) ITIL Certification
Quality Assurance & Compliance
1 3 (7.89%) Data Quality
1 3 (7.89%) QA
2 1 (2.63%) BS7666
Vendors
1 15 (39.47%) Oracle
2 13 (34.21%) Talend
3 10 (26.32%) MicroStrategy
4 4 (10.53%) IBM
4 4 (10.53%) Netezza
4 4 (10.53%) Tableau
5 3 (7.89%) Microsoft
6 2 (5.26%) Alteryx
6 2 (5.26%) Cognos
6 2 (5.26%) Jaspersoft
7 1 (2.63%) CA
7 1 (2.63%) Informatica
7 1 (2.63%) RapidMiner
7 1 (2.63%) Teradata
7 1 (2.63%) TIBCO
Glasgow
Nigel Frank International
Posted: 4 days ago
Glasgow, Lanarkshire
Spring Technology
Rate: £400.00 per day
Posted: 5 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Rate: £450 - £525 per day
Posted: 6 days ago