Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 16 August 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Scotland > Glasgow
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 91 51 84
Rank change year-on-year -40 +33 -32
Permanent jobs citing Data Warehouse 71 114 74
As % of all permanent IT jobs advertised in Glasgow 3.11% 5.00% 3.01%
As % of the Database & Business Intelligence category 7.40% 11.26% 7.79%
Number of salaries quoted 46 32 42
Glasgow median annual salary £45,000 £50,000 £50,250
Median salary % change year-on-year -10.00% -0.50% +5.79%
10th Percentile £37,125 £27,725 £25,000
90th Percentile £60,000 £66,900 £66,900
Scotland median annual salary £45,250 £45,000 £51,500
% change year-on-year +0.56% -12.62% +8.42%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 960 1,012 950
As % of all permanent IT jobs advertised in Glasgow 42.09% 44.39% 38.62%
Number of salaries quoted 725 571 429
Glasgow median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £32,500 £30,000 £28,500
90th Percentile £70,000 £71,250 £63,950
Scotland median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +9.76%

Data Warehouse
Job Vacancy Trend in Glasgow

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Warehouse 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 in Glasgow.

Salary trend for Data Warehouse in Glasgow

Data Warehouse
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Warehouse in Glasgow over the 6 months to 16 August 2018.

Salary histogram for Data Warehouse in Glasgow

For the 6 months to 16 August 2018, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Data Warehouse.

1 60 (84.51%) SQL
2 34 (47.89%) ETL
3 31 (43.66%) Business Intelligence
4 28 (39.44%) SQL Server Integration Services
5 27 (38.03%) Analytics
6 26 (36.62%) Data Analysis
7 25 (35.21%) Microsoft
8 24 (33.80%) Data Modelling
9 22 (30.99%) Oracle
10 21 (29.58%) SQL Server
11 20 (28.17%) QlikView
12 18 (25.35%) Agile Software Development
13 17 (23.94%) Big Data
13 17 (23.94%) Microsoft Azure
14 16 (22.54%) SQL Server Analysis Services
15 15 (21.13%) Tableau
16 14 (19.72%) Visualisation
16 14 (19.72%) Informatica
16 14 (19.72%) Finance
17 13 (18.31%) SQL Server Reporting Services
17 13 (18.31%) BusinessObjects
17 13 (18.31%) T-SQL
17 13 (18.31%) PL/SQL
17 13 (18.31%) Data Visualisation
18 12 (16.90%) Relational Database
18 12 (16.90%) Analytical Skills
18 12 (16.90%) Cognos
19 11 (15.49%) Stakeholder Management
19 11 (15.49%) Power BI
20 10 (14.08%) SDLC

Data Warehouse
Co-occurring 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 7 (9.86%) Apache Spark
2 1 (1.41%) JBoss
2 1 (1.41%) Oracle Application Server
2 1 (1.41%) SAS
2 1 (1.41%) SharePoint
Applications
1 7 (9.86%) Microsoft Excel
2 1 (1.41%) Microsoft Office
2 1 (1.41%) Microsoft Project
2 1 (1.41%) MS Visio
Business Applications
1 1 (1.41%) Cognos Business Intelligence
1 1 (1.41%) Cognos TM1
Cloud Services
1 17 (23.94%) Microsoft Azure
2 10 (14.08%) Amazon AWS
3 4 (5.63%) Azure Data Factory
3 4 (5.63%) Cloud Computing
4 1 (1.41%) Google Analytics
Database & Business Intelligence
1 28 (39.44%) SQL Server Integration Services
2 21 (29.58%) SQL Server
3 20 (28.17%) QlikView
4 17 (23.94%) Big Data
5 16 (22.54%) SQL Server Analysis Services
6 13 (18.31%) BusinessObjects
6 13 (18.31%) SQL Server Reporting Services
7 12 (16.90%) Relational Database
8 11 (15.49%) Power BI
9 10 (14.08%) RDBMS
10 9 (12.68%) Data Mining
11 8 (11.27%) IBM InfoSphere
11 8 (11.27%) OLTP
11 8 (11.27%) Spotfire
12 7 (9.86%) Hadoop
12 7 (9.86%) Qlik Sense
12 7 (9.86%) Snowflake Schema
12 7 (9.86%) Star Schema
13 5 (7.04%) SQL Server 2012
14 4 (5.63%) Oracle Database
Development Applications
1 3 (4.23%) Oracle Forms
General
1 14 (19.72%) Finance
2 5 (7.04%) Retail
3 2 (2.82%) Legal
4 1 (1.41%) Banking
4 1 (1.41%) Retail Finance
4 1 (1.41%) Telecoms
Job Titles
1 23 (32.39%) Developer
2 15 (21.13%) Analyst
3 8 (11.27%) Data Warehouse Developer
3 8 (11.27%) Software Developer
4 7 (9.86%) Architect
4 7 (9.86%) Data Architect
4 7 (9.86%) Support Analyst
5 6 (8.45%) Business Intelligence Developer
5 6 (8.45%) Designer
5 6 (8.45%) ETL Developer
5 6 (8.45%) Solutions Architect
6 5 (7.04%) Business Intelligence Analyst
6 5 (7.04%) Business Intelligence Support Analyst
6 5 (7.04%) Business Support Analyst
6 5 (7.04%) Data Scientist
7 4 (5.63%) Business Intelligence Consultant
7 4 (5.63%) Consultant
7 4 (5.63%) DBA
7 4 (5.63%) SQL DBA
8 3 (4.23%) Test Analyst
Libraries, Frameworks & Software Standards
1 2 (2.82%) CSS
1 2 (2.82%) HTML
1 2 (2.82%) HTML5
1 2 (2.82%) Web Services
2 1 (1.41%) MDX
2 1 (1.41%) OC4J
2 1 (1.41%) XML
Miscellaneous
1 12 (16.90%) Analytical Skills
2 8 (11.27%) User Experience
3 6 (8.45%) Algorithms
4 5 (7.04%) Reference Data
5 2 (2.82%) Data Structures
5 2 (2.82%) Greenfield Project
6 1 (1.41%) Driving Licence
6 1 (1.41%) Management Information System
6 1 (1.41%) Social Media
Operating Systems
1 8 (11.27%) Unix
2 7 (9.86%) Windows
3 1 (1.41%) AIX
3 1 (1.41%) Linux
3 1 (1.41%) Tru64
Processes & Methodologies
1 34 (47.89%) ETL
2 31 (43.66%) Business Intelligence
3 27 (38.03%) Analytics
4 26 (36.62%) Data Analysis
5 24 (33.80%) Data Modelling
6 18 (25.35%) Agile Software Development
7 14 (19.72%) Visualisation
8 13 (18.31%) Data Visualisation
9 11 (15.49%) Stakeholder Management
10 10 (14.08%) Master Data Management
10 10 (14.08%) SDLC
11 8 (11.27%) BDD
11 8 (11.27%) Collaborative Working
11 8 (11.27%) Software Delivery
11 8 (11.27%) TDD
12 7 (9.86%) Business Analysis
12 7 (9.86%) Data Architecture
12 7 (9.86%) Information Management
12 7 (9.86%) Problem-Solving
12 7 (9.86%) Waterfall
Programming Languages
1 60 (84.51%) SQL
2 13 (18.31%) PL/SQL
2 13 (18.31%) T-SQL
3 8 (11.27%) Java
3 8 (11.27%) Python
4 5 (7.04%) R
5 2 (2.82%) JavaScript
5 2 (2.82%) SOQL
6 1 (1.41%) Bash Shell
6 1 (1.41%) C#
6 1 (1.41%) Scala
Qualifications
1 6 (8.45%) Degree
2 1 (1.41%) ISTQB
2 1 (1.41%) ISTQB Foundation Certification
2 1 (1.41%) MCP
2 1 (1.41%) Microsoft Certification
2 1 (1.41%) PRINCE2 Certification
Quality Assurance & Compliance
1 8 (11.27%) Data Quality
1 8 (11.27%) QA
2 1 (1.41%) SLA
System Software
1 1 (1.41%) Oracle RAC
Systems Management
1 2 (2.82%) Systems Management Server (SMS)
2 1 (1.41%) Enterprise Manager Cloud Control
2 1 (1.41%) Oracle RMAN
Vendors
1 25 (35.21%) Microsoft
2 22 (30.99%) Oracle
3 15 (21.13%) Tableau
4 14 (19.72%) Informatica
5 12 (16.90%) Cognos
6 9 (12.68%) MicroStrategy
7 8 (11.27%) Netezza
7 8 (11.27%) Talend
8 5 (7.04%) Vertica
9 3 (4.23%) Cognizant
9 3 (4.23%) IBM
9 3 (4.23%) SAP
10 2 (2.82%) OutlookSoft
10 2 (2.82%) Salesforce.com
11 1 (1.41%) Google
11 1 (1.41%) Sybase
11 1 (1.41%) Twitter