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 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 72 67 86
Rank change year-on-year
-5 +19
Permanent jobs citing Data Warehouse 96 105 100
As % of all permanent IT jobs located in Scotland 3.33% 3.31% 2.72%
As % of the Database & Business Intelligence category 10.09% 9.69% 8.39%
Number of salaries quoted 49 77 72
Median salary £48,500 £46,000 £45,000
Median salary % change year-on-year
+5.43% +2.22%
90% offered a salary of more than £36,800 £32,500 £32,500
10% offered a salary of more than £65,000 £62,550 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
Data Warehouse
UK

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
951 1084 1192
As % of all permanent IT jobs located in Scotland 32.98% 34.14% 32.46%
Number of salaries quoted 477 705 804
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 July 2016.

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 July 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -22 48 £48,500 +8.98% 4
Edinburgh +19 45 £54,750 +9.50% 9
Aberdeen +1 2 £47,500 +35.71% 1
Scottish Borders - 1 £32,500 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 27 July 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 Scotland region with a requirement for Data Warehouse.

1 105 (58.66%) SQL
2 101 (56.42%) Finance
3 97 (54.19%) Business Intelligence
4 87 (48.60%) Oracle
5 84 (46.93%) Agile Software Development
6 59 (32.96%) ETL
7 57 (31.84%) SQL Server
8 55 (30.73%) SQL Server Integration Services
9 53 (29.61%) Analytical Skills
10 46 (25.70%) Data Analysis
11 44 (24.58%) Scrum
12 43 (24.02%) Banking
13 42 (23.46%) Asset Management
13 42 (23.46%) Data Modelling
14 40 (22.35%) Microsoft
15 39 (21.79%) Stakeholder Management
16 37 (20.67%) Degree
17 35 (19.55%) Informatica
18 33 (18.44%) Business Analysis
19 32 (17.88%) Data Management
19 32 (17.88%) Analytics
20 30 (16.76%) Big Data
20 30 (16.76%) Cognos
21 27 (15.08%) PL/SQL
22 26 (14.53%) SQL Server Reporting Services
22 26 (14.53%) Mentoring
23 25 (13.97%) SQL Server Analysis Services
23 25 (13.97%) Hadoop
24 24 (13.41%) Oracle BI EE
24 24 (13.41%) Management Information System

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 21 (11.73%) SAS
2 6 (3.35%) SharePoint
3 4 (2.23%) Apache Pig
3 4 (2.23%) Apache Spark
4 3 (1.68%) Apache
4 3 (1.68%) Tomcat
5 1 (0.56%) JBoss
5 1 (0.56%) SharePoint 2010
Applications
1 17 (9.50%) MS Excel
2 5 (2.79%) MS PowerPoint
3 4 (2.23%) MS Office
Business Applications
1 23 (12.85%) Markit EDM
2 1 (0.56%) Oracle Applications
2 1 (0.56%) Oracle EBS
Cloud Services
1 7 (3.91%) SaaS
2 3 (1.68%) Google Analytics
3 2 (1.12%) Microsoft Azure
4 1 (0.56%) Google Cloud Platform
4 1 (0.56%) IaaS
Database & Business Intelligence
1 57 (31.84%) SQL Server
2 55 (30.73%) SQL Server Integration Services
3 30 (16.76%) Big Data
4 26 (14.53%) SQL Server Reporting Services
5 25 (13.97%) Hadoop
5 25 (13.97%) SQL Server Analysis Services
6 24 (13.41%) Oracle BI EE
7 23 (12.85%) BusinessObjects
7 23 (12.85%) Data Mining
8 21 (11.73%) Oracle Reports
9 20 (11.17%) Apache Hive
10 19 (10.61%) HBase
11 18 (10.06%) Oracle Database
12 17 (9.50%) OLAP
12 17 (9.50%) Relational Database
13 16 (8.94%) PowerCenter
14 15 (8.38%) DataStage
15 13 (7.26%) QlikView
16 12 (6.70%) BusinessObjects XI
17 10 (5.59%) RDBMS
Development Applications
1 6 (3.35%) Oracle Forms
2 4 (2.23%) Talend Open Studio
2 4 (2.23%) Team Foundation Server
3 3 (1.68%) ProC
3 3 (1.68%) Visual Studio
4 2 (1.12%) Git (software)
4 2 (1.12%) Jenkins
4 2 (1.12%) Maven
4 2 (1.12%) Subversion
5 1 (0.56%) Toad
General
1 101 (56.42%) Finance
2 43 (24.02%) Banking
3 21 (11.73%) Retail
4 11 (6.15%) Marketing
4 11 (6.15%) Telecoms
5 9 (5.03%) Games
6 6 (3.35%) Retail Banking
7 3 (1.68%) Corporate Banking
7 3 (1.68%) Legal
8 2 (1.12%) Dutch Language
8 2 (1.12%) French Language
8 2 (1.12%) German Language
Job Titles
1 59 (32.96%) Developer
2 36 (20.11%) Analyst
3 34 (18.99%) Consultant
4 21 (11.73%) Business Intelligence Developer
5 16 (8.94%) Business Analyst
6 13 (7.26%) Architect
7 12 (6.70%) Business Intelligence Consultant
7 12 (6.70%) Data Architect
7 12 (6.70%) Senior Analyst
7 12 (6.70%) Senior Consultant
7 12 (6.70%) Senior Developer
7 12 (6.70%) SQL Developer
7 12 (6.70%) Technical Analyst
8 11 (6.15%) Oracle Developer
8 11 (6.15%) Report Developer
8 11 (6.15%) Senior Oracle Developer
9 8 (4.47%) Business Consultant
9 8 (4.47%) Senior Business Analyst
9 8 (4.47%) Technical Business Analyst
10 7 (3.91%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 13 (7.26%) .NET
2 9 (5.03%) REST
3 5 (2.79%) MDX
3 5 (2.79%) Web Services
4 4 (2.23%) XML
5 3 (1.68%) COM
6 2 (1.12%) Ext JS
6 2 (1.12%) Hibernate
6 2 (1.12%) HTML
6 2 (1.12%) J2EE
6 2 (1.12%) JSP
6 2 (1.12%) RESTful
6 2 (1.12%) Spring
7 1 (0.56%) Entity Framework
7 1 (0.56%) FpML
7 1 (0.56%) Middleware
7 1 (0.56%) XML Schema
Miscellaneous
1 53 (29.61%) Analytical Skills
2 24 (13.41%) Management Information System
3 18 (10.06%) Data Integration
4 8 (4.47%) Visualisation
5 6 (3.35%) Computer Science
6 5 (2.79%) CESG
7 3 (1.68%) Derivative
7 3 (1.68%) Enterprise Software
8 2 (1.12%) Data Centre
8 2 (1.12%) IVR
8 2 (1.12%) Mainframe
8 2 (1.12%) User Experience
8 2 (1.12%) Virtual Team
9 1 (0.56%) Fixed Income
9 1 (0.56%) Reference Data
Operating Systems
1 15 (8.38%) Unix
2 11 (6.15%) Linux
3 1 (0.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 97 (54.19%) Business Intelligence
2 84 (46.93%) Agile Software Development
3 59 (32.96%) ETL
4 46 (25.70%) Data Analysis
5 44 (24.58%) Scrum
6 42 (23.46%) Asset Management
6 42 (23.46%) Data Modelling
7 39 (21.79%) Stakeholder Management
8 33 (18.44%) Business Analysis
9 32 (17.88%) Analytics
9 32 (17.88%) Data Management
10 26 (14.53%) Mentoring
11 21 (11.73%) Master Data Management
12 20 (11.17%) Information Management
13 19 (10.61%) Project Management
14 17 (9.50%) Data Governance
14 17 (9.50%) Waterfall
15 14 (7.82%) Software Engineering
16 12 (6.70%) Logical Data Model
17 11 (6.15%) ETL Development
Programming Languages
1 105 (58.66%) SQL
2 27 (15.08%) PL/SQL
3 20 (11.17%) T-SQL
4 19 (10.61%) Java
5 16 (8.94%) Perl
6 13 (7.26%) VBA
7 9 (5.03%) C#
7 9 (5.03%) Python
7 9 (5.03%) Shell Script
8 7 (3.91%) R
8 7 (3.91%) VB.NET
9 2 (1.12%) C
9 2 (1.12%) JavaScript
10 1 (0.56%) PowerShell
Qualifications
1 37 (20.67%) Degree
2 7 (3.91%) ISEB
3 4 (2.23%) ISTQB
3 4 (2.23%) ISTQB Foundation Certification
3 4 (2.23%) PRINCE2 Practitioner
3 4 (2.23%) Security Cleared
Quality Assurance & Compliance
1 20 (11.17%) Data Quality
2 6 (3.35%) QA
3 1 (0.56%) Basel II
3 1 (0.56%) ISO 9001
3 1 (0.56%) Solvency II
System Software
1 4 (2.23%) Apache Flume
Systems Management
1 3 (1.68%) MOM
2 1 (0.56%) HP Quality Center
Vendors
1 87 (48.60%) Oracle
2 40 (22.35%) Microsoft
3 35 (19.55%) Informatica
4 30 (16.76%) Cognos
5 16 (8.94%) SAP
5 16 (8.94%) Tableau
6 15 (8.38%) MicroStrategy
7 14 (7.82%) IBM
8 8 (4.47%) Teradata
9 6 (3.35%) Cloudera
10 5 (2.79%) HP
10 5 (2.79%) Sun
10 5 (2.79%) Vertica
11 4 (2.23%) Netezza
11 4 (2.23%) Talend
12 3 (1.68%) Google
13 2 (1.12%) Twitter
14 1 (0.56%) Ab Initio
14 1 (0.56%) Charles River
14 1 (0.56%) Red Hat
Glasgow, Lanarkshire
FPSG Connect
Posted: 7 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £90000 - £100000 per annum + Benefits
Posted: 13 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £90000 - £100000 per annum + Benefits
Posted: 8 hours ago
Edinburgh, Midlothian
Search Consultancy
Salary: £50000.00 - £75000.00 per annum + 15% flexible benefits package
Posted: 2 days ago
Aberdeen
Deerfoot IT Resources Ltd
Salary: Competitive Salary + Benefits
Posted: 13 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Up to £75,000 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £55000 - £75000 per annum + Benefits
Posted: 6 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £52000.00 per annum
Posted: 23 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 5 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 14 days ago
Edinburgh
Indicia
Salary: Competitive salary and benefits
Posted: 12 days ago
Edinburgh
Indicia
Salary: Competitive salary and benefits
Posted: 12 days ago