The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Warehousing
UK / Scotland
Rank 56 55 78
Rank change year-on-year
-1 +23
Permanent jobs citing Data Warehouse 92 120 90
As % of all permanent IT jobs located in Scotland 4.04% 4.14% 2.88%
As % of the Database & Business Intelligence category 11.07% 13.10% 9.39%
Number of salaries quoted 57 69 60
Median salary £40,000 £47,500 £43,500
Median salary % change year-on-year
-15.78% +9.19%
90% offered a salary of more than £29,000 £40,000 £35,000
10% offered a salary of more than £71,500 £55,000 £67,500
UK excluding London median salary £45,000 £45,000 £44,250
% change year-on-year
- +1.69%

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

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
831 916 958
As % of all permanent IT jobs located in Scotland 36.53% 31.58% 30.62%
Number of salaries quoted 533 579 646
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £31,000 £32,500 £32,500
10% offered a salary of more than £65,300 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Warehouse
Jobs Demand Trend in Scotland

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

Data Warehouse Jobs Demand Trend in Scotland

Data Warehouse
Salary Trend in Scotland

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

Data Warehouse Salary Trend in Scotland

Data Warehouse
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Scotland region over the 3 months to 27 February 2017.

Data Warehouse Salary Histogram in Scotland

Data Warehouse
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Scotland region over the 3 months to 27 February 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +15 63 £40,000 -15.78% 3
Edinburgh -45 23 £65,000 +36.84% 5
Renfrewshire - 4 £32,500 -
West Lothian - 1 £40,000 -
Scottish Borders - 1 £35,000 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 27 February 2017, IT 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 job ads across the Scotland region with a requirement for Data Warehouse.

1 113 (66.86%) SQL
2 81 (47.93%) Business Intelligence
3 76 (44.97%) Finance
4 64 (37.87%) SQL Server
5 60 (35.50%) ETL
6 58 (34.32%) Data Modelling
7 56 (33.14%) SQL Server Integration Services
8 46 (27.22%) Oracle
9 44 (26.04%) Analytical Skills
10 40 (23.67%) Microsoft
10 40 (23.67%) SQL Server Reporting Services
11 37 (21.89%) PL/SQL
12 35 (20.71%) MS Excel
12 35 (20.71%) Agile Software Development
12 35 (20.71%) Relational Database
13 34 (20.12%) Analytics
14 33 (19.53%) Data Management
15 32 (18.93%) Data Integration
15 32 (18.93%) MicroStrategy
16 31 (18.34%) C#
16 31 (18.34%) Performance Tuning
17 30 (17.75%) .NET
18 25 (14.79%) T-SQL
19 24 (14.20%) XML
19 24 (14.20%) Git (software)
20 22 (13.02%) Investment Management
20 22 (13.02%) VB.NET
20 22 (13.02%) VBA
20 22 (13.02%) RDBMS
21 21 (12.43%) BusinessObjects

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 20 (11.83%) SAS
2 5 (2.96%) BizTalk Server
3 4 (2.37%) Apache Spark
3 4 (2.37%) SharePoint
4 3 (1.78%) Confluence
5 2 (1.18%) Apache
5 2 (1.18%) JBoss
5 2 (1.18%) Oracle SOA Suite
5 2 (1.18%) Tomcat
6 1 (0.59%) Apache Pig
Applications
1 35 (20.71%) MS Excel
2 2 (1.18%) MS Office
2 2 (1.18%) MS PowerPoint
2 2 (1.18%) S-PLUS
3 1 (0.59%) Spreadsheet
3 1 (0.59%) SPSS
Business Applications
1 2 (1.18%) Cognos Business Intelligence
1 2 (1.18%) Markit EDM
1 2 (1.18%) thinkFolio
Cloud Services
1 6 (3.55%) Amazon AWS
2 4 (2.37%) GitHub
2 4 (2.37%) SaaS
3 3 (1.78%) Google Analytics
3 3 (1.78%) Microsoft Azure
4 2 (1.18%) Amazon EMR
4 2 (1.18%) IaaS
5 1 (0.59%) Cloud Computing
5 1 (0.59%) Google Cloud Platform
Communications & Networking
1 1 (0.59%) SMS
Database & Business Intelligence
1 64 (37.87%) SQL Server
2 56 (33.14%) SQL Server Integration Services
3 40 (23.67%) SQL Server Reporting Services
4 35 (20.71%) Relational Database
5 22 (13.02%) RDBMS
6 21 (12.43%) BusinessObjects
7 19 (11.24%) Oracle Database
8 14 (8.28%) Big Data
8 14 (8.28%) DB2
9 13 (7.69%) BusinessObjects Web Intelligence
9 13 (7.69%) Oracle Database 11g
10 12 (7.10%) Oracle8/8i Database
10 12 (7.10%) SQL Server 2012
10 12 (7.10%) SQL Server Analysis Services
11 11 (6.51%) Data Mart
11 11 (6.51%) Oracle Database 10g
12 10 (5.92%) Hadoop
12 10 (5.92%) NoSQL
12 10 (5.92%) Oracle9i Database
13 9 (5.33%) SAS Data Integration Studio
Development Applications
1 24 (14.20%) Git (software)
2 20 (11.83%) Bitbucket
3 13 (7.69%) Talend Open Studio
4 12 (7.10%) ERwin
5 10 (5.92%) PVCS
6 8 (4.73%) Selenium
6 8 (4.73%) Visual Studio
7 5 (2.96%) MagicDraw
8 3 (1.78%) JIRA
8 3 (1.78%) Oracle Forms
8 3 (1.78%) Team Foundation Server
9 2 (1.18%) JBehave
9 2 (1.18%) Jenkins
9 2 (1.18%) Maven
General
1 76 (44.97%) Finance
2 16 (9.47%) Banking
3 6 (3.55%) Back Office
3 6 (3.55%) Retail
4 4 (2.37%) General Ledger
5 2 (1.18%) Marketing
5 2 (1.18%) Retail Banking
6 1 (0.59%) Legal
Job Titles
1 75 (44.38%) Developer
2 31 (18.34%) SQL Developer
3 21 (12.43%) Database Developer
3 21 (12.43%) SQL Database Developer
4 20 (11.83%) C# Developer
5 17 (10.06%) Analyst
5 17 (10.06%) Architect
5 17 (10.06%) Senior Developer
6 15 (8.88%) DBA
6 15 (8.88%) Oracle Developer
7 13 (7.69%) Business Intelligence Developer
7 13 (7.69%) SAP BusinessObjects (BO) Developer
8 10 (5.92%) Administrator
8 10 (5.92%) Senior Oracle Developer
9 9 (5.33%) Consultant
9 9 (5.33%) Data Architect
10 8 (4.73%) Data Modeller
11 7 (4.14%) Senior Architect
12 6 (3.55%) Information Architect
12 6 (3.55%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 30 (17.75%) .NET
2 24 (14.20%) XML
3 20 (11.83%) ASP.NET
3 20 (11.83%) ASP.NET MVC
4 4 (2.37%) XML Schema
5 3 (1.78%) Kafka
6 2 (1.18%) HTML
6 2 (1.18%) Middleware
6 2 (1.18%) Web Services
6 2 (1.18%) XMPP
7 1 (0.59%) ASP.NET Web Forms
7 1 (0.59%) CSS
7 1 (0.59%) Grails
7 1 (0.59%) HTML5
7 1 (0.59%) JDO
7 1 (0.59%) Spring
Miscellaneous
1 44 (26.04%) Analytical Skills
2 20 (11.83%) Credit Risk
2 20 (11.83%) Hedge funds
3 6 (3.55%) Reference Data
4 5 (2.96%) Data Structures
4 5 (2.96%) Management Information System
5 4 (2.37%) Taxonomies
6 3 (1.78%) Computer Science
6 3 (1.78%) Enterprise Software
7 2 (1.18%) Mainframe
7 2 (1.18%) Virtual Team
8 1 (0.59%) Clustering
Operating Systems
1 21 (12.43%) Unix
2 3 (1.78%) Linux
3 2 (1.18%) Red Hat Enterprise Linux
4 1 (0.59%) Windows
Processes & Methodologies
1 81 (47.93%) Business Intelligence
2 60 (35.50%) ETL
3 58 (34.32%) Data Modelling
4 35 (20.71%) Agile Software Development
5 34 (20.12%) Analytics
6 33 (19.53%) Data Management
7 32 (18.93%) Data Integration
8 31 (18.34%) Performance Tuning
9 22 (13.02%) Investment Management
10 21 (12.43%) MVC
11 19 (11.24%) Data Analysis
12 18 (10.65%) ETL Development
12 18 (10.65%) Infrastructure Management
13 15 (8.88%) Data Architecture
13 15 (8.88%) User Acceptance Testing
14 13 (7.69%) Scorecard
14 13 (7.69%) Test Planning
15 12 (7.10%) Metadata Management
15 12 (7.10%) SDLC
16 11 (6.51%) Waterfall
Programming Languages
1 113 (66.86%) SQL
2 37 (21.89%) PL/SQL
3 31 (18.34%) C#
4 25 (14.79%) T-SQL
5 22 (13.02%) VB.NET
5 22 (13.02%) VBA
6 5 (2.96%) Java
7 4 (2.37%) PowerShell
7 4 (2.37%) Python
8 2 (1.18%) JavaScript
8 2 (1.18%) Ruby
9 1 (0.59%) C++
9 1 (0.59%) Groovy
9 1 (0.59%) R
9 1 (0.59%) SAS Macro
9 1 (0.59%) Scala
Qualifications
1 11 (6.51%) Degree
1 11 (6.51%) Security Cleared
2 8 (4.73%) MCSA
2 8 (4.73%) MCSE
2 8 (4.73%) Microsoft Certification
3 5 (2.96%) MCITP
4 4 (2.37%) ISEB
Quality Assurance & Compliance
1 20 (11.83%) Basel III
2 19 (11.24%) QA
3 12 (7.10%) Data Quality
4 4 (2.37%) ISO20022
Systems Management
1 4 (2.37%) HP Quality Center
2 1 (0.59%) Systems Management Server (SMS)
Vendors
1 46 (27.22%) Oracle
2 40 (23.67%) Microsoft
3 32 (18.93%) MicroStrategy
4 20 (11.83%) Perforce
5 13 (7.69%) Talend
6 12 (7.10%) Informatica
6 12 (7.10%) Teradata
7 11 (6.51%) Cognos
8 10 (5.92%) IBM
8 10 (5.92%) Tableau
9 8 (4.73%) Netezza
9 8 (4.73%) Pega
10 5 (2.96%) HP
10 5 (2.96%) SAP
11 3 (1.78%) Google
12 2 (1.18%) CA Agile Central
12 2 (1.18%) Red Hat
12 2 (1.18%) Salesforce.com
13 1 (0.59%) Alteryx
13 1 (0.59%) Remedy
Edinburgh, Midlothian
Search Consultancy
Salary: excellent benefits inc. bonus
Posted: 10 hours ago
Edinburgh
Churchill Frank
Salary: £33000 - £40000 per annum
Posted: 8 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 2 days ago
Glasgow
Huxley
Salary: competitive
Posted: 17 days ago
Glasgow
Huxley
Salary: competitive
Posted: 19 days ago
Glasgow
Huxley
Salary: competitive
Posted: 19 days ago