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 24 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
24 Jan 2017
Same period 2016 Same period 2015
Data Warehousing
UK / Scotland
Rank 52 53 40
Rank change year-on-year
+1 -13
Contract jobs citing Data Warehouse 54 88 98
As % of all contract IT jobs located in Scotland 3.22% 3.45% 3.76%
As % of the Database & Business Intelligence category 13.95% 15.30% 17.10%
Number of daily rates quoted 23 67 63
Median daily rate £400 £373 £375
Median daily rate % change year-on-year
+7.38% -0.66%
90% offered a daily rate of more than £350 £261 £296
10% offered a daily rate of more than £480 £500 £495
UK excluding London median daily rate £400 £400 £394
% change year-on-year
- +1.58%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.50 £59.25 £37.88
% change year-on-year
-31.64% +56.43%

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
387 575 573
As % of all contract IT jobs located in Scotland 23.08% 22.56% 22.00%
Number of daily rates quoted 207 339 323
Median daily rate £375 £370 £375
Median daily rate % change year-on-year
+1.35% -1.33%
90% offered a daily rate of more than £296 £275 £275
10% offered a daily rate of more than £450 £500 £475
UK excluding London median daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 13 3 5
Median hourly rate £47.00 £25.00 £47.50
Median hourly rate % change year-on-year
+88.00% -47.36%
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

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 24 January 2017.

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 24 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 +4 29 £400 +14.28% 6
Edinburgh 0 21 £394 +5.00% 6
Stirling +4 2 £431 -23.33%
Aberdeenshire - 1 £450 -
Inverclyde - 1 £375 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 24 January 2017, 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 58 (54.21%) SQL
2 49 (45.79%) Business Intelligence
3 45 (42.06%) ETL
4 39 (36.45%) SQL Server
5 32 (29.91%) Finance
6 29 (27.10%) SQL Server Integration Services
7 27 (25.23%) Oracle
8 26 (24.30%) SQL Server Reporting Services
9 25 (23.36%) Data Modelling
10 18 (16.82%) Banking
11 16 (14.95%) Agile Software Development
11 16 (14.95%) Data Integration
11 16 (14.95%) Analytics
12 15 (14.02%) Relational Database
12 15 (14.02%) Microsoft
13 14 (13.08%) Business Analysis
14 13 (12.15%) SQL Server Analysis Services
14 13 (12.15%) Analytical Skills
15 12 (11.21%) Data Analysis
15 12 (11.21%) PL/SQL
16 11 (10.28%) SQL Server 2012
16 11 (10.28%) Kimball Methodology
17 10 (9.35%) Stakeholder Management
18 9 (8.41%) Management Information System
18 9 (8.41%) T-SQL
18 9 (8.41%) Cognos
18 9 (8.41%) SAS
18 9 (8.41%) Asset Management
18 9 (8.41%) Data Management
18 9 (8.41%) 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 9 (8.41%) SAS
2 3 (2.80%) JBoss
2 3 (2.80%) Oracle Application Server
2 3 (2.80%) SharePoint
3 1 (0.93%) Oracle SOA Suite
Applications
1 8 (7.48%) MS Excel
2 1 (0.93%) MS PowerPoint
Business Applications
1 2 (1.87%) thinkFolio
2 1 (0.93%) Cognos Business Intelligence
2 1 (0.93%) Oracle ERP
Cloud Services
1 2 (1.87%) Microsoft Azure
Communications & Networking
1 4 (3.74%) LAN
2 3 (2.80%) Firewall
2 3 (2.80%) VLAN
2 3 (2.80%) VPN
2 3 (2.80%) WAN
3 1 (0.93%) Wi-Fi
Database & Business Intelligence
1 39 (36.45%) SQL Server
2 29 (27.10%) SQL Server Integration Services
3 26 (24.30%) SQL Server Reporting Services
4 15 (14.02%) Relational Database
5 13 (12.15%) SQL Server Analysis Services
6 11 (10.28%) SQL Server 2012
7 9 (8.41%) Oracle Database
7 9 (8.41%) SQL Server 2014
8 8 (7.48%) RDBMS
9 7 (6.54%) BusinessObjects
10 6 (5.61%) QlikView
11 4 (3.74%) Big Data
11 4 (3.74%) Enterprise Data Warehouse
12 3 (2.80%) MySQL
12 3 (2.80%) Oracle Database 10g
12 3 (2.80%) Oracle Database 12c
12 3 (2.80%) Power BI
12 3 (2.80%) SQL Server 2008
12 3 (2.80%) SQL Server 2016
13 2 (1.87%) Oracle Reports
Development Applications
1 6 (5.61%) Talend Open Studio
2 3 (2.80%) ERwin
3 2 (1.87%) PVCS
3 2 (1.87%) Visual Studio
4 1 (0.93%) Cucumber
4 1 (0.93%) FitNesse
4 1 (0.93%) JIRA
4 1 (0.93%) Selenium
4 1 (0.93%) SQL Server Management Studio (SSMS)
4 1 (0.93%) Subversion
4 1 (0.93%) Team Foundation Server
General
1 32 (29.91%) Finance
2 18 (16.82%) Banking
3 8 (7.48%) Law
4 3 (2.80%) Investment Banking
4 3 (2.80%) Legal
5 2 (1.87%) Retail
5 2 (1.87%) Retail Banking
6 1 (0.93%) Back Office
6 1 (0.93%) Front Office
6 1 (0.93%) Marketing
6 1 (0.93%) Wholesale Banking
Job Titles
1 33 (30.84%) Developer
2 32 (29.91%) Analyst
3 13 (12.15%) Business Intelligence Developer
4 11 (10.28%) Data Analyst
4 11 (10.28%) ETL Developer
5 10 (9.35%) SQL Developer
6 7 (6.54%) Architect
6 7 (6.54%) Business Analyst
6 7 (6.54%) Consultant
7 6 (5.61%) Senior Analyst
7 6 (5.61%) SQL BI Developer
7 6 (5.61%) Systems Analyst
8 5 (4.67%) Data Business Analyst
8 5 (4.67%) Data Modeller
8 5 (4.67%) Data Warehouse Developer
8 5 (4.67%) Designer
8 5 (4.67%) SSIS Developer
8 5 (4.67%) Technical Analyst
9 4 (3.74%) ETL Analyst
10 3 (2.80%) Report Analyst
Libraries, Frameworks & Software Standards
1 5 (4.67%) MDX
2 4 (3.74%) HTML
3 3 (2.80%) HTML5
3 3 (2.80%) OC4J
4 2 (1.87%) CSS
4 2 (1.87%) PostGIS
5 1 (0.93%) .NET
5 1 (0.93%) AngularJS
5 1 (0.93%) ASP.NET
5 1 (0.93%) ASP.NET MVC
5 1 (0.93%) ASP.NET Web API
5 1 (0.93%) CSS3
5 1 (0.93%) WinForms
5 1 (0.93%) XML
Miscellaneous
1 16 (14.95%) Data Integration
2 13 (12.15%) Analytical Skills
3 9 (8.41%) Management Information System
4 5 (4.67%) Credit Risk
4 5 (4.67%) Visualisation
5 4 (3.74%) Data Extraction
5 4 (3.74%) Enterprise Software
6 2 (1.87%) Data Centre
6 2 (1.87%) Data Structures
6 2 (1.87%) Ontologies
6 2 (1.87%) Statistics
7 1 (0.93%) Mainframe
7 1 (0.93%) Minimum Viable Product
7 1 (0.93%) Reference Data
7 1 (0.93%) Remote Sensing
Operating Systems
1 6 (5.61%) Unix
2 3 (2.80%) AIX
2 3 (2.80%) Linux
2 3 (2.80%) Tru64
2 3 (2.80%) Windows
2 3 (2.80%) Windows Server
Processes & Methodologies
1 49 (45.79%) Business Intelligence
2 45 (42.06%) ETL
3 25 (23.36%) Data Modelling
4 16 (14.95%) Agile Software Development
4 16 (14.95%) Analytics
5 14 (13.08%) Business Analysis
6 12 (11.21%) Data Analysis
7 11 (10.28%) Kimball Methodology
8 10 (9.35%) Stakeholder Management
9 9 (8.41%) Asset Management
9 9 (8.41%) Data Management
9 9 (8.41%) ETL Development
10 8 (7.48%) Logical Data Model
10 8 (7.48%) Migration
10 8 (7.48%) Physical Data Model
11 7 (6.54%) SDLC
11 7 (6.54%) User Acceptance Testing
12 6 (5.61%) Data Governance
12 6 (5.61%) Dimensional Modelling
13 5 (4.67%) Software Delivery
Programming Languages
1 58 (54.21%) SQL
2 12 (11.21%) PL/SQL
3 9 (8.41%) T-SQL
4 4 (3.74%) Python
5 3 (2.80%) Java
5 3 (2.80%) VBA
6 2 (1.87%) C
7 1 (0.93%) C#
7 1 (0.93%) JavaScript
7 1 (0.93%) SAS Macro
Qualifications
1 5 (4.67%) Degree
2 2 (1.87%) Security Cleared
3 1 (0.93%) Oracle Certification
3 1 (0.93%) Postgraduate
Quality Assurance & Compliance
1 6 (5.61%) Disclosure Scotland
2 5 (4.67%) Data Quality
3 3 (2.80%) QA
4 1 (0.93%) Basel II
4 1 (0.93%) BS7666
System Software
1 3 (2.80%) Active Directory
1 3 (2.80%) Oracle RAC
1 3 (2.80%) VMware ESX
1 3 (2.80%) VMware Infrastructure
Systems Management
1 3 (2.80%) Enterprise Manager Cloud Control
1 3 (2.80%) Oracle RMAN
Vendors
1 27 (25.23%) Oracle
2 15 (14.02%) Microsoft
3 9 (8.41%) Cognos
4 7 (6.54%) Informatica
5 6 (5.61%) MicroStrategy
5 6 (5.61%) Talend
6 5 (4.67%) SAP
6 5 (4.67%) Tableau
7 3 (2.80%) CheckPoint
7 3 (2.80%) Cisco
7 3 (2.80%) Juniper
7 3 (2.80%) VMware
8 2 (1.87%) Alteryx
8 2 (1.87%) Charles River
8 2 (1.87%) Cloudera
8 2 (1.87%) Teradata
9 1 (0.93%) Ab Initio
9 1 (0.93%) Capita
9 1 (0.93%) IBM
9 1 (0.93%) Pega