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 18 January 2017 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
18 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK / Scotland
Rank 63 68 57
Rank change year-on-year
+5 -11
Contract jobs citing ETL 44 64 74
As % of all contract IT jobs located in Scotland 2.66% 2.42% 2.88%
As % of the Processes & Methodologies category 3.21% 3.06% 3.60%
Number of daily rates quoted 27 39 45
Median daily rate £375 £390 £375
Median daily rate % change year-on-year
-3.84% +4.00%
90% offered a daily rate of more than £290 £250 £300
10% offered a daily rate of more than £488 £500 £450
UK excluding London median daily rate £413 £390 £388
% change year-on-year
+5.76% +0.64%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
1371 2093 2053
As % of all contract IT jobs located in Scotland 82.74% 79.16% 79.88%
Number of daily rates quoted 773 1152 1126
Median daily rate £375 £375 £390
Median daily rate % change year-on-year
- -3.84%
90% offered a daily rate of more than £269 £265 £285
10% offered a daily rate of more than £500 £500 £500
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 30 27 22
Median hourly rate £38.50 £39.25 £28.00
Median hourly rate % change year-on-year
-1.91% +40.17%
90% offered a hourly rate of more than £14.54 £16.50 £15.77
10% offered a hourly rate of more than £65.90 £43.95 £47.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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 18 January 2017.

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 18 January 2017. 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 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
Glasgow +15 28 £375 -3.84% 4
Edinburgh -6 10 £388 -3.12% 8
Dundee - 4 £375 -
Aberdeenshire - 1 £450 -
Inverclyde - 1 £375 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 18 January 2017, 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 58 (60.42%) SQL
2 47 (48.96%) Data Warehouse
3 31 (32.29%) Data Modelling
4 27 (28.13%) Oracle
4 27 (28.13%) Business Intelligence
5 25 (26.04%) Agile Software Development
6 23 (23.96%) SQL Server
7 19 (19.79%) SQL Server Integration Services
8 14 (14.58%) C#
8 14 (14.58%) Data Management
9 13 (13.54%) PL/SQL
9 13 (13.54%) Web Services
9 13 (13.54%) BizTalk Server
9 13 (13.54%) BusinessObjects
9 13 (13.54%) Data Integration
9 13 (13.54%) SQL Server 2012
10 12 (12.50%) Talend
10 12 (12.50%) ETL Development
10 12 (12.50%) Talend Open Studio
10 12 (12.50%) Middleware
10 12 (12.50%) .NET
11 11 (11.46%) SQL Server Reporting Services
11 11 (11.46%) Finance
11 11 (11.46%) Relational Database
12 10 (10.42%) Physical Data Model
12 10 (10.42%) Kimball Methodology
12 10 (10.42%) QlikView
12 10 (10.42%) Visualisation
12 10 (10.42%) User Acceptance Testing
12 10 (10.42%) Migration

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 13 (13.54%) BizTalk Server
2 5 (5.21%) Apache Spark
3 4 (4.17%) SharePoint
4 1 (1.04%) Oracle SOA Suite
4 1 (1.04%) SAS
Applications
1 1 (1.04%) MS Excel
1 1 (1.04%) Weka
Business Applications
1 7 (7.29%) Unit4 Business World
2 3 (3.13%) Oracle EBS
3 2 (2.08%) Markit EDM
3 2 (2.08%) thinkFolio
4 1 (1.04%) Cognos Business Intelligence
4 1 (1.04%) Endur
4 1 (1.04%) Findur
4 1 (1.04%) Minerva
Cloud Services
1 3 (3.13%) Microsoft Azure
Database & Business Intelligence
1 47 (48.96%) Data Warehouse
2 23 (23.96%) SQL Server
3 19 (19.79%) SQL Server Integration Services
4 13 (13.54%) BusinessObjects
4 13 (13.54%) SQL Server 2012
5 11 (11.46%) Relational Database
5 11 (11.46%) SQL Server Reporting Services
6 10 (10.42%) QlikView
7 9 (9.38%) SQL Server Analysis Services
8 8 (8.33%) Oracle Database
9 7 (7.29%) BusinessObjects Web Intelligence
10 6 (6.25%) Oracle Reports
10 6 (6.25%) SAP Data Services
11 5 (5.21%) Big Data
11 5 (5.21%) Enterprise Data Warehouse
11 5 (5.21%) MongoDB
11 5 (5.21%) NoSQL
11 5 (5.21%) Power BI
11 5 (5.21%) RDBMS
11 5 (5.21%) SQL Server 2014
Development Applications
1 12 (12.50%) Talend Open Studio
2 3 (3.13%) ERwin
2 3 (3.13%) PVCS
3 2 (2.08%) Team Foundation Server
4 1 (1.04%) Cucumber
4 1 (1.04%) FitNesse
4 1 (1.04%) JIRA
4 1 (1.04%) Selenium
4 1 (1.04%) SQL Server Management Studio (SSMS)
4 1 (1.04%) Subversion
General
1 11 (11.46%) Finance
2 6 (6.25%) Banking
3 3 (3.13%) Legal
4 2 (2.08%) Advertising
5 1 (1.04%) Investment Banking
5 1 (1.04%) Law
5 1 (1.04%) Marketing
5 1 (1.04%) Multimedia
5 1 (1.04%) Telecoms
Job Titles
1 43 (44.79%) Developer
2 18 (18.75%) Analyst
3 13 (13.54%) ETL Developer
4 12 (12.50%) BizTalk Developer
4 12 (12.50%) Consultant
5 11 (11.46%) Architect
6 10 (10.42%) Data Analyst
7 9 (9.38%) SQL Developer
8 8 (8.33%) Data Architect
9 6 (6.25%) Business Intelligence Consultant
9 6 (6.25%) Business Intelligence Developer
9 6 (6.25%) Test Analyst
10 5 (5.21%) Data Modeller
10 5 (5.21%) QlikView Developer
11 4 (4.17%) ETL Analyst
11 4 (4.17%) Senior Analyst
11 4 (4.17%) SQL BI Developer
12 3 (3.13%) Data Warehouse Developer
12 3 (3.13%) SQL BI Architect
12 3 (3.13%) SSIS Developer
Libraries, Frameworks & Software Standards
1 13 (13.54%) Web Services
2 12 (12.50%) .NET
2 12 (12.50%) Middleware
3 3 (3.13%) XML
4 2 (2.08%) Ajax
4 2 (2.08%) ASP.NET
4 2 (2.08%) CSS
4 2 (2.08%) HTML
4 2 (2.08%) jQuery
4 2 (2.08%) LINQ
4 2 (2.08%) MDX
4 2 (2.08%) PostGIS
4 2 (2.08%) WPF
5 1 (1.04%) Celery
5 1 (1.04%) D3.js
5 1 (1.04%) Flask
Miscellaneous
1 13 (13.54%) Data Integration
2 10 (10.42%) Visualisation
3 9 (9.38%) Management Information System
4 7 (7.29%) Analytical Skills
5 3 (3.13%) Data Extraction
6 2 (2.08%) Data Structures
6 2 (2.08%) Enterprise Software
6 2 (2.08%) Ontologies
7 1 (1.04%) Computer Science
7 1 (1.04%) Informatics
7 1 (1.04%) Reference Data
7 1 (1.04%) Remote Sensing
7 1 (1.04%) Social Media
7 1 (1.04%) Statistics
Operating Systems
1 6 (6.25%) Unix
2 2 (2.08%) Linux
Processes & Methodologies
1 31 (32.29%) Data Modelling
2 27 (28.13%) Business Intelligence
3 25 (26.04%) Agile Software Development
4 14 (14.58%) Data Management
5 12 (12.50%) ETL Development
6 10 (10.42%) ERP
6 10 (10.42%) Kimball Methodology
6 10 (10.42%) Migration
6 10 (10.42%) Physical Data Model
6 10 (10.42%) User Acceptance Testing
7 9 (9.38%) Logical Data Model
8 8 (8.33%) Data Migration
8 8 (8.33%) Data Visualisation
9 7 (7.29%) Asset Management
9 7 (7.29%) Data Analysis
9 7 (7.29%) Data Architecture
9 7 (7.29%) SDLC
10 6 (6.25%) Analytics
10 6 (6.25%) Integration Testing
10 6 (6.25%) Unit Testing
Programming Languages
1 58 (60.42%) SQL
2 14 (14.58%) C#
3 13 (13.54%) PL/SQL
4 10 (10.42%) T-SQL
5 6 (6.25%) Python
6 3 (3.13%) Java
7 2 (2.08%) JavaScript
7 2 (2.08%) VB
7 2 (2.08%) VB.NET
7 2 (2.08%) VBA
8 1 (1.04%) R
Qualifications
1 3 (3.13%) Security Cleared
2 2 (2.08%) Degree
2 2 (2.08%) Postgraduate
3 1 (1.04%) ITIL Certification
3 1 (1.04%) Oracle Certification
Quality Assurance & Compliance
1 6 (6.25%) Disclosure Scotland
2 5 (5.21%) Data Quality
3 3 (3.13%) QA
4 1 (1.04%) BS7666
Systems Management
1 2 (2.08%) HP Quality Center
Vendors
1 27 (28.13%) Oracle
2 12 (12.50%) Talend
3 8 (8.33%) Cognos
3 8 (8.33%) Microsoft
4 7 (7.29%) SAP
4 7 (7.29%) Tableau
5 6 (6.25%) MicroStrategy
6 5 (5.21%) Informatica
7 3 (3.13%) Charles River
8 2 (2.08%) Alteryx
8 2 (2.08%) HP
8 2 (2.08%) Teradata
9 1 (1.04%) Fidessa
9 1 (1.04%) Google
9 1 (1.04%) IBM
9 1 (1.04%) Jaspersoft
9 1 (1.04%) Netezza
9 1 (1.04%) Pega
9 1 (1.04%) RapidMiner
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £325 per day
Posted: 21 hours ago