The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 28 May 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
28 May 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 80 38 56
Rank change year-on-year
-42 +18
Contract jobs citing Data Warehouse 68 120 75
As % of all contract IT jobs located in Scotland 2.32% 4.06% 2.92%
As % of the Database & Business Intelligence category 11.31% 19.42% 13.44%
Number of daily rates quoted 52 75 36
Median daily rate £395 £350 £384
Median daily rate % change year-on-year
+12.85% -8.79%
90% offered a daily rate of more than £325 £263 £325
10% offered a daily rate of more than £525 £475 £438
UK excluding London median daily rate £413 £385 £375
% change year-on-year
+7.14% +2.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.75 £27.50 £55.00
% change year-on-year
-20.90% -50.00%
Data Warehouse
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Contract IT job ads with a match in the
Database & Business Intelligence category
601 618 558
As % of all contract IT jobs located in Scotland 20.47% 20.89% 21.71%
Number of daily rates quoted 349 324 302
Median daily rate £350 £369 £350
Median daily rate % change year-on-year
-5.08% +5.35%
90% offered a daily rate of more than £295 £263 £264
10% offered a daily rate of more than £500 £450 £450
UK excluding London median daily rate £390 £365 £350
% change year-on-year
+6.84% +4.28%
Number of hourly rates quoted 14 5 2
Median hourly rate £36.00 £35.00 £27.75
Median hourly rate % change year-on-year
+2.85% +26.12%
90% offered a hourly rate of more than £13.50 £29.80 £19.15
10% offered a hourly rate of more than £43.00 £42.50 £36.35
UK excluding London median hourly rate £32.66 £23.00 £31.50
% change year-on-year
+41.97% -26.98%

Data Warehouse
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Scotland

Data Warehouse
Daily Rate Trend in Scotland

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

Data Warehouse Daily Rate Trend in Scotland

Data Warehouse
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Scotland region over the 3 months to 28 May 2016.

Data Warehouse Daily Rate Histogram in Scotland

Data Warehouse
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the Scotland region.

Data Warehouse Hourly Rate Trend in Scotland

Data Warehouse
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 Data Warehouse within the Scotland region over the 3 months to 28 May 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 -22 45 £383 +7.36% 8
Glasgow -6 18 £325 +12.06% 3
Stirling - 6 £550 -
Inverclyde - 1 £450 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 28 May 2016, IT contractor jobs citing Data Warehouse 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 Data Warehouse.

1 92 (58.23%) Finance
2 77 (48.73%) SQL
3 66 (41.77%) Business Intelligence
4 62 (39.24%) ETL
5 44 (27.85%) Data Modelling
6 42 (26.58%) Migration
7 40 (25.32%) Banking
8 38 (24.05%) Oracle
9 35 (22.15%) Analytics
10 29 (18.35%) SQL Server
11 28 (17.72%) Data Migration
11 28 (17.72%) Relational Database
12 27 (17.09%) Retail
13 26 (16.46%) SAS
14 25 (15.82%) Stakeholder Management
15 24 (15.19%) Data Analysis
16 22 (13.92%) Retail Banking
16 22 (13.92%) PL/SQL
16 22 (13.92%) Data Quality
17 21 (13.29%) User Acceptance Testing
18 20 (12.66%) Agile Software Development
19 18 (11.39%) RDBMS
19 18 (11.39%) MS Excel
20 17 (10.76%) Microsoft
21 16 (10.13%) SQL Server Integration Services
21 16 (10.13%) Data Architecture
22 15 (9.49%) QA
22 15 (9.49%) Data Management
22 15 (9.49%) Enterprise Data Warehouse
23 14 (8.86%) Oracle Database

Data Warehouse
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 26 (16.46%) SAS
2 1 (0.63%) Apache Pig
2 1 (0.63%) SharePoint
Applications
1 18 (11.39%) MS Excel
2 5 (3.16%) MS Project
3 3 (1.90%) MS PowerPoint
4 2 (1.27%) MS Office
4 2 (1.27%) MS Visio
Business Applications
1 1 (0.63%) Cognos Business Intelligence
1 1 (0.63%) Dynamics CRM
Cloud Services
1 5 (3.16%) Microsoft Azure
2 4 (2.53%) Amazon AWS
Database & Business Intelligence
1 29 (18.35%) SQL Server
2 28 (17.72%) Relational Database
3 18 (11.39%) RDBMS
4 16 (10.13%) SQL Server Integration Services
5 15 (9.49%) Enterprise Data Warehouse
6 14 (8.86%) MS Access
6 14 (8.86%) Oracle Database
6 14 (8.86%) Star Schema
7 12 (7.59%) BusinessObjects
8 11 (6.96%) Big Data
8 11 (6.96%) SQL Server Reporting Services
9 9 (5.70%) Hadoop
10 8 (5.06%) SQL Server Analysis Services
11 7 (4.43%) SQL Server 2008
12 6 (3.80%) Oracle BI EE
12 6 (3.80%) Oracle Database 11g
12 6 (3.80%) Oracle Reports
12 6 (3.80%) SQL Server 2012
13 5 (3.16%) Microsoft Analysis Services
14 4 (2.53%) PostgreSQL
Development Applications
1 7 (4.43%) Team Foundation Server
2 5 (3.16%) Git (software)
3 4 (2.53%) Talend Open Studio
4 2 (1.27%) PVCS
4 2 (1.27%) Subversion
4 2 (1.27%) Visual Studio Tools for Office
5 1 (0.63%) gulp
5 1 (0.63%) HP UFT
5 1 (0.63%) Jasmine
5 1 (0.63%) Karma Test Runner
5 1 (0.63%) Protractor
5 1 (0.63%) SQL Server Management Studio (SSMS)
5 1 (0.63%) VSS/SourceSafe
General
1 92 (58.23%) Finance
2 40 (25.32%) Banking
3 27 (17.09%) Retail
4 22 (13.92%) Retail Banking
5 4 (2.53%) General Ledger
6 2 (1.27%) Law
6 2 (1.27%) Marketing
Job Titles
1 65 (41.14%) Analyst
2 28 (17.72%) Architect
3 26 (16.46%) Developer
4 19 (12.03%) Business Analyst
4 19 (12.03%) Data Analyst
5 18 (11.39%) Data Architect
6 14 (8.86%) Data Warehouse Analyst
6 14 (8.86%) Test Analyst
7 13 (8.23%) Senior Analyst
8 12 (7.59%) SQL Developer
9 11 (6.96%) Data Business Analyst
10 9 (5.70%) Business Intelligence Developer
11 8 (5.06%) Consultant
11 8 (5.06%) Project Manager
11 8 (5.06%) Solutions Architect
11 8 (5.06%) SQL BI Developer
12 7 (4.43%) Senior Test Analyst
13 6 (3.80%) Big Data Architect
13 6 (3.80%) Data Warehouse Architect
13 6 (3.80%) Information Analyst
Libraries, Frameworks & Software Standards
1 3 (1.90%) Web Services
2 2 (1.27%) .NET
2 2 (1.27%) ASP.NET
2 2 (1.27%) ASP.NET MVC
2 2 (1.27%) XML
3 1 (0.63%) AngularJS
3 1 (0.63%) CSS
3 1 (0.63%) CSS3
3 1 (0.63%) D3.js
3 1 (0.63%) HTML
3 1 (0.63%) HTML5
3 1 (0.63%) Laravel
3 1 (0.63%) LESS
3 1 (0.63%) PostGIS
3 1 (0.63%) Sass
3 1 (0.63%) Spring
3 1 (0.63%) SVG
3 1 (0.63%) Twitter Bootstrap
Miscellaneous
1 14 (8.86%) Analytical Skills
2 10 (6.33%) Credit Risk
2 10 (6.33%) Data Integration
3 8 (5.06%) Management Information System
4 5 (3.16%) Data Extraction
4 5 (3.16%) Hybrid Cloud
5 2 (1.27%) Data Structures
5 2 (1.27%) Derivative
5 2 (1.27%) Equities
5 2 (1.27%) Freedom of Information
5 2 (1.27%) Visualisation
6 1 (0.63%) Computer Science
6 1 (0.63%) Fintech
6 1 (0.63%) Hedge funds
6 1 (0.63%) User Experience
Operating Systems
1 9 (5.70%) Unix
2 4 (2.53%) Linux
3 3 (1.90%) Mac OS X
Processes & Methodologies
1 66 (41.77%) Business Intelligence
2 62 (39.24%) ETL
3 44 (27.85%) Data Modelling
4 42 (26.58%) Migration
5 35 (22.15%) Analytics
6 28 (17.72%) Data Migration
7 25 (15.82%) Stakeholder Management
8 24 (15.19%) Data Analysis
9 21 (13.29%) User Acceptance Testing
10 20 (12.66%) Agile Software Development
11 16 (10.13%) Data Architecture
12 15 (9.49%) Data Management
13 12 (7.59%) Mentoring
14 11 (6.96%) Business Analysis
15 10 (6.33%) Data Analytics
15 10 (6.33%) Software Testing
16 9 (5.70%) Quality Management
17 8 (5.06%) Asset Management
17 8 (5.06%) Project Management
17 8 (5.06%) Security Testing
Programming Languages
1 77 (48.73%) SQL
2 22 (13.92%) PL/SQL
3 11 (6.96%) VBA
4 8 (5.06%) Java
5 7 (4.43%) T-SQL
6 4 (2.53%) C#
6 4 (2.53%) JavaScript
7 3 (1.90%) Clojure
7 3 (1.90%) Python
7 3 (1.90%) Ruby
8 2 (1.27%) Bash Shell
9 1 (0.63%) Perl
9 1 (0.63%) PHP
9 1 (0.63%) PowerShell
9 1 (0.63%) Scala
Qualifications
1 9 (5.70%) ISEB
2 8 (5.06%) Security Cleared
3 2 (1.27%) ISTQB
3 2 (1.27%) ISTQB Foundation Certification
3 2 (1.27%) SC Cleared
4 1 (0.63%) BPSS Clearance
4 1 (0.63%) Degree
Quality Assurance & Compliance
1 22 (13.92%) Data Quality
2 15 (9.49%) QA
3 4 (2.53%) FATCA
4 3 (1.90%) Disclosure Scotland
5 1 (0.63%) Basel III
5 1 (0.63%) Solvency II
System Software
1 1 (0.63%) Apache ZooKeeper
1 1 (0.63%) HDFS
Systems Management
1 11 (6.96%) HP Quality Center
2 1 (0.63%) Hadoop YARN
Vendors
1 38 (24.05%) Oracle
2 17 (10.76%) Microsoft
3 14 (8.86%) MicroStrategy
4 10 (6.33%) Informatica
5 8 (5.06%) Teradata
6 5 (3.16%) Ab Initio
6 5 (3.16%) IBM
7 4 (2.53%) Cognos
7 4 (2.53%) Talend
7 4 (2.53%) Trillium
8 3 (1.90%) SAP
9 2 (1.27%) Cloudera
9 2 (1.27%) Twitter
10 1 (0.63%) GoldenSource
10 1 (0.63%) Hortonworks
10 1 (0.63%) MapR
10 1 (0.63%) Netezza
10 1 (0.63%) Percona
10 1 (0.63%) Perforce
10 1 (0.63%) Tableau
Edinburgh
Computer Futures
Rate: £250 - £300 per annum + competitive
Posted: 6 days ago
Glasgow
Computer Futures
Rate: £500 - £550 per annum + competitive
Posted: 20 days ago
Edinburgh
Orgtel
Rate: £400 - £450 per day
Posted: 24 days ago