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 1 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
1 May 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 70 38 57
Rank change year-on-year
-32 +19
Contract jobs citing Data Warehouse 84 121 78
As % of all contract IT jobs located in Scotland 2.81% 3.99% 2.93%
As % of the Database & Business Intelligence category 14.33% 18.85% 13.09%
Number of daily rates quoted 65 79 43
Median daily rate £400 £383 £400
Median daily rate % change year-on-year
+4.57% -4.37%
90% offered a daily rate of more than £325 £263 £326
10% offered a daily rate of more than £515 £500 £475
UK excluding London median daily rate £420 £400 £375
% change year-on-year
+5.00% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £23.00 £34.80 £55.00
% change year-on-year
-33.90% -36.72%
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
586 642 596
As % of all contract IT jobs located in Scotland 19.61% 21.15% 22.39%
Number of daily rates quoted 344 354 310
Median daily rate £375 £375 £350
Median daily rate % change year-on-year
- +7.14%
90% offered a daily rate of more than £310 £263 £275
10% offered a daily rate of more than £500 £450 £450
UK excluding London median daily rate £388 £375 £350
% change year-on-year
+3.33% +7.14%
Number of hourly rates quoted 12 3 3
Median hourly rate £36.00 £32.50 £18.00
Median hourly rate % change year-on-year
+10.76% +80.55%
90% offered a hourly rate of more than £10.00 £32.50 £15.38
10% offered a hourly rate of more than £43.00 £35.00 £32.35
UK excluding London median hourly rate £34.00 £32.50 £35.00
% change year-on-year
+4.61% -7.14%

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 1 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 1 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 -16 60 £400 - 5
Glasgow -8 18 £325 -2.25% 5
Stirling - 5 £550 - 1
Inverclyde - 1 £450 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 1 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 90 (53.89%) Finance
2 86 (51.50%) SQL
3 76 (45.51%) Business Intelligence
4 70 (41.92%) ETL
5 41 (24.55%) Migration
5 41 (24.55%) Data Modelling
6 40 (23.95%) Banking
7 37 (22.16%) Oracle
8 35 (20.96%) Analytics
9 29 (17.37%) Agile Software Development
9 29 (17.37%) Data Migration
10 28 (16.77%) QA
11 27 (16.17%) Retail
11 27 (16.17%) SQL Server
12 26 (15.57%) MicroStrategy
12 26 (15.57%) Relational Database
13 25 (14.97%) Analytical Skills
14 24 (14.37%) Data Analysis
15 23 (13.77%) Stakeholder Management
16 22 (13.17%) SAS
16 22 (13.17%) Retail Banking
17 21 (12.57%) PL/SQL
17 21 (12.57%) Data Quality
18 17 (10.18%) Data Management
19 16 (9.58%) RDBMS
19 16 (9.58%) MS Excel
20 15 (8.98%) Microsoft
20 15 (8.98%) Service Delivery
20 15 (8.98%) User Acceptance Testing
21 14 (8.38%) MS Access

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 22 (13.17%) SAS
2 2 (1.20%) Apache Pig
3 1 (0.60%) SharePoint
Applications
1 16 (9.58%) MS Excel
2 4 (2.40%) MS Project
3 2 (1.20%) MS Office
3 2 (1.20%) MS PowerPoint
3 2 (1.20%) MS Visio
4 1 (0.60%) Spreadsheet
Business Applications
1 1 (0.60%) Cognos Business Intelligence
1 1 (0.60%) Dynamics CRM
Cloud Services
1 5 (2.99%) Microsoft Azure
2 4 (2.40%) Amazon AWS
Communications & Networking
1 1 (0.60%) HTTP
Database & Business Intelligence
1 27 (16.17%) SQL Server
2 26 (15.57%) Relational Database
3 16 (9.58%) RDBMS
4 14 (8.38%) MS Access
4 14 (8.38%) Oracle Database
4 14 (8.38%) Star Schema
5 13 (7.78%) SQL Server Integration Services
6 10 (5.99%) Enterprise Data Warehouse
7 9 (5.39%) Big Data
7 9 (5.39%) BusinessObjects
8 8 (4.79%) Hadoop
8 8 (4.79%) SQL Server Analysis Services
8 8 (4.79%) SQL Server Reporting Services
9 6 (3.59%) DB2
9 6 (3.59%) Oracle BI EE
9 6 (3.59%) Oracle Database 11g
10 5 (2.99%) MySQL
10 5 (2.99%) NoSQL
10 5 (2.99%) SQL Server 2008
10 5 (2.99%) SQL Server 2012
Development Applications
1 8 (4.79%) Team Foundation Server
2 5 (2.99%) Git (software)
3 3 (1.80%) Talend Open Studio
4 2 (1.20%) ERwin
4 2 (1.20%) PVCS
4 2 (1.20%) Subversion
4 2 (1.20%) Visual Studio Tools for Office
5 1 (0.60%) gulp
5 1 (0.60%) HP UFT
5 1 (0.60%) Jasmine
5 1 (0.60%) Karma Test Runner
5 1 (0.60%) Protractor
5 1 (0.60%) SQL Server Management Studio (SSMS)
General
1 90 (53.89%) Finance
2 40 (23.95%) Banking
3 27 (16.17%) Retail
4 22 (13.17%) Retail Banking
5 6 (3.59%) General Ledger
6 2 (1.20%) Marketing
Job Titles
1 62 (37.13%) Analyst
2 23 (13.77%) Developer
3 21 (12.57%) Architect
4 18 (10.78%) Data Analyst
5 17 (10.18%) Business Analyst
6 16 (9.58%) Data Warehouse Manager
7 15 (8.98%) Test Analyst
8 14 (8.38%) Data Warehouse Analyst
8 14 (8.38%) Delivery Manager
9 13 (7.78%) Senior Analyst
10 10 (5.99%) Data Architect
10 10 (5.99%) SQL Developer
11 9 (5.39%) Data Business Analyst
11 9 (5.39%) ICT Manager
12 7 (4.19%) Business Intelligence Developer
12 7 (4.19%) Consultant
12 7 (4.19%) Data Modeller
12 7 (4.19%) Project Manager
12 7 (4.19%) Senior Test Analyst
13 6 (3.59%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (1.80%) Web Services
2 1 (0.60%) .NET
2 1 (0.60%) ActiveMQ
2 1 (0.60%) AngularJS
2 1 (0.60%) ASP.NET MVC
2 1 (0.60%) CSS3
2 1 (0.60%) D3.js
2 1 (0.60%) HTML
2 1 (0.60%) HTML5
2 1 (0.60%) JSON
2 1 (0.60%) LAMP
2 1 (0.60%) Laravel
2 1 (0.60%) LESS
2 1 (0.60%) PostGIS
2 1 (0.60%) RESTful
2 1 (0.60%) Sass
2 1 (0.60%) Spring
2 1 (0.60%) SVG
2 1 (0.60%) Twitter Bootstrap
2 1 (0.60%) XML
Miscellaneous
1 25 (14.97%) Analytical Skills
2 10 (5.99%) Data Integration
3 7 (4.19%) Credit Risk
3 7 (4.19%) Data Extraction
3 7 (4.19%) Management Information System
4 5 (2.99%) Hybrid Cloud
5 4 (2.40%) Data Structures
6 2 (1.20%) Derivative
6 2 (1.20%) Equities
6 2 (1.20%) Freedom of Information
6 2 (1.20%) Reference Data
6 2 (1.20%) Visualisation
7 1 (0.60%) Computer Science
7 1 (0.60%) Fintech
7 1 (0.60%) User Experience
Operating Systems
1 8 (4.79%) Unix
2 5 (2.99%) Linux
3 3 (1.80%) Mac OS X
4 1 (0.60%) Red Hat Enterprise Linux
Processes & Methodologies
1 76 (45.51%) Business Intelligence
2 70 (41.92%) ETL
3 41 (24.55%) Data Modelling
3 41 (24.55%) Migration
4 35 (20.96%) Analytics
5 29 (17.37%) Agile Software Development
5 29 (17.37%) Data Migration
6 24 (14.37%) Data Analysis
7 23 (13.77%) Stakeholder Management
8 17 (10.18%) Data Management
9 15 (8.98%) Service Delivery
9 15 (8.98%) User Acceptance Testing
10 12 (7.19%) Data Architecture
10 12 (7.19%) Mentoring
11 11 (6.59%) Capacity Planning
11 11 (6.59%) Data Analytics
12 10 (5.99%) Business Analysis
12 10 (5.99%) Security Testing
12 10 (5.99%) Software Testing
12 10 (5.99%) Test Scripting
Programming Languages
1 86 (51.50%) SQL
2 21 (12.57%) PL/SQL
3 10 (5.99%) VBA
4 8 (4.79%) Java
4 8 (4.79%) T-SQL
5 4 (2.40%) JavaScript
5 4 (2.40%) Python
5 4 (2.40%) Ruby
6 3 (1.80%) Bash Shell
6 3 (1.80%) C#
6 3 (1.80%) Clojure
7 2 (1.20%) Perl
8 1 (0.60%) PHP
8 1 (0.60%) PowerShell
8 1 (0.60%) Scala
8 1 (0.60%) Shell Script
Qualifications
1 10 (5.99%) Security Cleared
2 8 (4.79%) ISEB
3 3 (1.80%) BPSS Clearance
4 2 (1.20%) Degree
4 2 (1.20%) ISTQB
4 2 (1.20%) ISTQB Foundation Certification
4 2 (1.20%) SC Cleared
Quality Assurance & Compliance
1 28 (16.77%) QA
2 21 (12.57%) Data Quality
3 6 (3.59%) FATCA
4 4 (2.40%) Disclosure Scotland
5 1 (0.60%) Solvency II
System Software
1 1 (0.60%) Apache ZooKeeper
1 1 (0.60%) HDFS
Systems Management
1 11 (6.59%) HP Quality Center
2 1 (0.60%) Hadoop YARN
Vendors
1 37 (22.16%) Oracle
2 26 (15.57%) MicroStrategy
3 15 (8.98%) Microsoft
4 11 (6.59%) Informatica
5 6 (3.59%) Ab Initio
6 4 (2.40%) Teradata
7 3 (1.80%) Cognos
7 3 (1.80%) IBM
7 3 (1.80%) Pega
7 3 (1.80%) SAP
7 3 (1.80%) Talend
7 3 (1.80%) Trillium
8 2 (1.20%) Cloudera
8 2 (1.20%) Twitter
9 1 (0.60%) GoldenSource
9 1 (0.60%) Hortonworks
9 1 (0.60%) MapR
9 1 (0.60%) Percona
9 1 (0.60%) Red Hat
9 1 (0.60%) Sybase
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago
Edinburgh
Vivid Resourcing
Rate: £450 - 500 per day
Posted: 16 days ago
Edinburgh
Orgtel
Rate: £350 - £400 per day
Posted: 20 days ago
Stirling
Real Staffing
Rate: £450 - £500 per day
Posted: 26 days ago