The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 62 59 84
Rank change year-on-year
-3 +25
Permanent jobs citing Data Warehouse 29 51 27
As % of all permanent IT jobs located in Glasgow 2.81% 3.87% 2.05%
As % of the Database & Business Intelligence category 7.29% 10.37% 4.94%
Number of salaries quoted 15 39 23
Median salary £50,000 £47,500 £42,500
Median salary % change year-on-year
+5.26% +11.76%
90% offered a salary of more than £41,000 £32,500 £34,200
10% offered a salary of more than £76,000 £63,400 £60,800
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Warehouse
Scotland

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 Glasgow region.

Database & Business Intelligence Category
Glasgow
Permanent IT job ads with a match in the
Database & Business Intelligence category
398 492 547
As % of all permanent IT jobs located in Glasgow 38.57% 37.36% 41.44%
Number of salaries quoted 201 320 312
Median salary £40,500 £45,000 £40,000
Median salary % change year-on-year
-10.00% +12.50%
90% offered a salary of more than £28,500 £32,500 £30,000
10% offered a salary of more than £55,000 £54,000 £62,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Warehouse
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow 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 Glasgow

Data Warehouse
Salary Trend in Glasgow

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

Data Warehouse Salary Trend in Glasgow

Data Warehouse
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Glasgow region over the 3 months to 29 September 2016.

Data Warehouse Salary Histogram in Glasgow

Data Warehouse
Top 30 Related IT Skills in Glasgow

For the 6 months to 29 September 2016, 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 Glasgow region with a requirement for Data Warehouse.

1 54 (65.85%) SQL
2 51 (62.20%) Business Intelligence
3 40 (48.78%) Finance
4 35 (42.68%) Agile Software Development
5 34 (41.46%) Oracle
6 29 (35.37%) ETL
6 29 (35.37%) Banking
7 26 (31.71%) Analytics
8 23 (28.05%) Data Management
9 22 (26.83%) SQL Server
10 21 (25.61%) MicroStrategy
11 19 (23.17%) Data Modelling
11 19 (23.17%) Master Data Management
11 19 (23.17%) Information Management
12 18 (21.95%) Analytical Skills
12 18 (21.95%) Big Data
12 18 (21.95%) Java
12 18 (21.95%) PL/SQL
13 17 (20.73%) T-SQL
14 16 (19.51%) IBM
14 16 (19.51%) SQL Server Integration Services
14 16 (19.51%) Data Integration
15 14 (17.07%) Informatica
16 13 (15.85%) Oracle Database
17 12 (14.63%) Relational Database
17 12 (14.63%) Microsoft
18 11 (13.41%) SQL Server Reporting Services
18 11 (13.41%) SQL Server Analysis Services
19 10 (12.20%) Performance Tuning
19 10 (12.20%) Software Delivery

Data Warehouse
Top Related IT Skills in Glasgow 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 8 (9.76%) SAS
2 6 (7.32%) SharePoint
3 4 (4.88%) Apache
3 4 (4.88%) Apache Pig
3 4 (4.88%) Tomcat
4 3 (3.66%) Apache Spark
5 2 (2.44%) JBoss
6 1 (1.22%) Confluence
6 1 (1.22%) SharePoint 2010
Applications
1 5 (6.10%) MS Excel
2 4 (4.88%) MS Office
3 2 (2.44%) S-PLUS
Cloud Services
1 2 (2.44%) IaaS
1 2 (2.44%) Microsoft Azure
1 2 (2.44%) SaaS
2 1 (1.22%) Amazon AWS
2 1 (1.22%) Amazon EMR
2 1 (1.22%) GitHub
Database & Business Intelligence
1 22 (26.83%) SQL Server
2 18 (21.95%) Big Data
3 16 (19.51%) SQL Server Integration Services
4 13 (15.85%) Oracle Database
5 12 (14.63%) Relational Database
6 11 (13.41%) SQL Server Analysis Services
6 11 (13.41%) SQL Server Reporting Services
7 10 (12.20%) RDBMS
8 9 (10.98%) DataStage
9 8 (9.76%) BusinessObjects
9 8 (9.76%) Hadoop
10 7 (8.54%) Enterprise Data Warehouse
10 7 (8.54%) QlikView
10 7 (8.54%) Star Schema
11 6 (7.32%) IBM InfoSphere
11 6 (7.32%) PowerCenter
12 5 (6.10%) Oracle BI EE
13 4 (4.88%) Apache Hive
13 4 (4.88%) HBase
13 4 (4.88%) OLTP
Development Applications
1 8 (9.76%) Oracle Forms
2 3 (3.66%) Git (software)
2 3 (3.66%) ProC
2 3 (3.66%) Talend Open Studio
3 2 (2.44%) Jenkins
3 2 (2.44%) Maven
3 2 (2.44%) Subversion
4 1 (1.22%) JIRA
4 1 (1.22%) PVCS
4 1 (1.22%) Visual Studio
General
1 40 (48.78%) Finance
2 29 (35.37%) Banking
3 9 (10.98%) Marketing
3 9 (10.98%) Retail
4 5 (6.10%) Retail Banking
5 1 (1.22%) Advertising
Job Titles
1 38 (46.34%) Developer
2 13 (15.85%) Analyst
3 11 (13.41%) Business Intelligence Developer
4 10 (12.20%) SQL Developer
5 9 (10.98%) Consultant
5 9 (10.98%) Data Warehouse Developer
6 8 (9.76%) Data Consultant
6 8 (9.76%) ETL Developer
7 7 (8.54%) Big Data Developer
8 6 (7.32%) Analyst Developer
8 6 (7.32%) Developer Analyst
8 6 (7.32%) ETL Consultant
8 6 (7.32%) Technical Analyst
9 5 (6.10%) Author
9 5 (6.10%) Data Analyst
9 5 (6.10%) Data Warehouse Analyst
9 5 (6.10%) Designer
9 5 (6.10%) Technical Author
10 4 (4.88%) Data Integration Consultant
10 4 (4.88%) Technical Developer
Libraries, Frameworks & Software Standards
1 6 (7.32%) XML
2 5 (6.10%) Web Services
3 4 (4.88%) .NET
4 3 (3.66%) COM
5 2 (2.44%) Ext JS
5 2 (2.44%) Hibernate
5 2 (2.44%) HTML
5 2 (2.44%) J2EE
5 2 (2.44%) JSP
5 2 (2.44%) Middleware
5 2 (2.44%) RESTful
5 2 (2.44%) Spring
6 1 (1.22%) Entity Framework
6 1 (1.22%) FpML
6 1 (1.22%) MDX
6 1 (1.22%) XML Schema
Miscellaneous
1 18 (21.95%) Analytical Skills
2 16 (19.51%) Data Integration
3 5 (6.10%) CESG
3 5 (6.10%) Visualisation
4 2 (2.44%) Data Centre
4 2 (2.44%) Data Structures
4 2 (2.44%) Derivative
4 2 (2.44%) IVR
4 2 (2.44%) Management Information System
4 2 (2.44%) Ontologies
4 2 (2.44%) Virtual Team
5 1 (1.22%) Computer Science
5 1 (1.22%) Data Extraction
5 1 (1.22%) Reference Data
5 1 (1.22%) Statistics
Operating Systems
1 8 (9.76%) Unix
2 6 (7.32%) Linux
3 2 (2.44%) Red Hat Enterprise Linux
Processes & Methodologies
1 51 (62.20%) Business Intelligence
2 35 (42.68%) Agile Software Development
3 29 (35.37%) ETL
4 26 (31.71%) Analytics
5 23 (28.05%) Data Management
6 19 (23.17%) Data Modelling
6 19 (23.17%) Information Management
6 19 (23.17%) Master Data Management
7 10 (12.20%) Data Analytics
7 10 (12.20%) Performance Tuning
7 10 (12.20%) Software Delivery
8 9 (10.98%) People Management
8 9 (10.98%) Scrum
8 9 (10.98%) Waterfall
9 8 (9.76%) Migration
10 7 (8.54%) Process Improvement
10 7 (8.54%) Project Management
11 6 (7.32%) Data Migration
11 6 (7.32%) Quality Management
12 5 (6.10%) Disaster Recovery
Programming Languages
1 54 (65.85%) SQL
2 18 (21.95%) Java
2 18 (21.95%) PL/SQL
3 17 (20.73%) T-SQL
4 10 (12.20%) Python
5 4 (4.88%) R
6 2 (2.44%) C
6 2 (2.44%) C#
6 2 (2.44%) JavaScript
6 2 (2.44%) Perl
7 1 (1.22%) Scala
7 1 (1.22%) VB.NET
Qualifications
1 3 (3.66%) Degree
1 3 (3.66%) MCSA
1 3 (3.66%) MCSE
1 3 (3.66%) Microsoft Certification
2 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 10 (12.20%) Data Quality
2 5 (6.10%) QA
System Software
1 4 (4.88%) Apache Flume
Systems Management
1 3 (3.66%) MOM
Vendors
1 34 (41.46%) Oracle
2 21 (25.61%) MicroStrategy
3 16 (19.51%) IBM
4 14 (17.07%) Informatica
5 12 (14.63%) Microsoft
6 6 (7.32%) Cognos
6 6 (7.32%) HP
6 6 (7.32%) Netezza
6 6 (7.32%) Sun
6 6 (7.32%) Tableau
7 5 (6.10%) SAP
7 5 (6.10%) Vertica
8 3 (3.66%) Talend
9 2 (2.44%) Red Hat
9 2 (2.44%) Sybase
9 2 (2.44%) Teradata
9 2 (2.44%) Twitter
10 1 (1.22%) Alteryx
10 1 (1.22%) Remedy
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