Period
to 18 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for SQL Server Analysis Services skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQL Server Analysis Services over the 6 months to 18 January 2019 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
Scotland > Edinburgh
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 124 133 124
Rank change year-on-year +9 -9 -27
Permanent jobs citing SQL Server Analysis Services 25 16 5
As % of all permanent IT jobs advertised in Edinburgh 1.03% 0.61% 0.23%
As % of the Database & Business Intelligence category 3.94% 1.89% 0.81%
Number of salaries quoted 20 13 3
Edinburgh median annual salary £60,000 £36,500 £40,000
Median salary % change year-on-year +64.38% -8.75% -15.79%
10th Percentile £32,500 £32,100 £33,100
90th Percentile £93,750 £55,000 £44,268
Scotland median annual salary £42,000 £40,000 £38,750
% change year-on-year +5.00% +3.23% -18.42%

SQL Server Analysis Services 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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 635 846 620
As % of all permanent IT jobs advertised in Edinburgh 26.28% 32.25% 28.40%
Number of salaries quoted 446 534 440
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +5.88%
10th Percentile £29,250 £27,500 £28,675
90th Percentile £70,000 £60,000 £63,750
Scotland median annual salary £45,000 £42,500 £42,750
% change year-on-year +5.88% -0.58% +3.01%

SQL Server Analysis Services
Job Vacancy Trend in Edinburgh

Job postings citing SQL Server Analysis Services as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for SQL Server Analysis Services in Edinburgh

SQL Server Analysis Services
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SQL Server Analysis Services in Edinburgh.

Salary trend for SQL Server Analysis Services in Edinburgh

SQL Server Analysis Services
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing SQL Server Analysis Services in Edinburgh over the 6 months to 18 January 2019.

Salary histogram for SQL Server Analysis Services in Edinburgh

For the 6 months to 18 January 2019, IT jobs citing SQL Server Analysis Services 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 Edinburgh region with a requirement for SQL Server Analysis Services.

1 22 (88.00%) SQL Server Reporting Services
2 21 (84.00%) SQL Server Integration Services
3 20 (80.00%) SQL
4 16 (64.00%) SQL Server
5 14 (56.00%) Business Intelligence
6 11 (44.00%) Power BI
7 9 (36.00%) Microsoft
7 9 (36.00%) Data Management
8 8 (32.00%) Agile Software Development
8 8 (32.00%) .NET
9 7 (28.00%) C#
9 7 (28.00%) Data Warehouse
9 7 (28.00%) Finance
9 7 (28.00%) QlikView
9 7 (28.00%) Analytics
10 5 (20.00%) Data Quality
10 5 (20.00%) Markit EDM
10 5 (20.00%) Business Analytics
10 5 (20.00%) Data Migration
10 5 (20.00%) Data Integration
10 5 (20.00%) Visualisation
10 5 (20.00%) Qlik Sense
10 5 (20.00%) Migration
10 5 (20.00%) Teradata
10 5 (20.00%) Asset Management
10 5 (20.00%) JavaScript
10 5 (20.00%) T-SQL
10 5 (20.00%) SAS
11 4 (16.00%) SharePoint
11 4 (16.00%) Bloomberg

SQL Server Analysis Services
Co-occurring IT Skills in Edinburgh 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 5 (20.00%) SAS
2 4 (16.00%) SharePoint
Applications
1 1 (4.00%) Microsoft Excel
Business Applications
1 5 (20.00%) Markit EDM
2 3 (12.00%) Dynamics CRM
Cloud Services
1 2 (8.00%) Office 365
2 1 (4.00%) Microsoft Azure
Database & Business Intelligence
1 22 (88.00%) SQL Server Reporting Services
2 21 (84.00%) SQL Server Integration Services
3 16 (64.00%) SQL Server
4 11 (44.00%) Power BI
5 7 (28.00%) Data Warehouse
5 7 (28.00%) QlikView
6 5 (20.00%) Qlik Sense
7 4 (16.00%) Microsoft Analysis Services
8 3 (12.00%) SSDT
9 2 (8.00%) SQL Server 2012
10 1 (4.00%) Data Mining
10 1 (4.00%) MS Access
10 1 (4.00%) SQL Server 2005
10 1 (4.00%) SQL Server 2008
10 1 (4.00%) SQL Server 2014
10 1 (4.00%) SQL Server 2016
Development Applications
1 1 (4.00%) Subversion
General
1 7 (28.00%) Finance
2 3 (12.00%) Marketing
3 1 (4.00%) Back Office
Job Titles
1 13 (52.00%) Developer
2 9 (36.00%) Consultant
3 8 (32.00%) SQL Developer
4 5 (20.00%) T-SQL Developer
5 3 (12.00%) Business Intelligence Developer
5 3 (12.00%) Database Developer
5 3 (12.00%) Software Developer
5 3 (12.00%) SQL Database Developer
6 2 (8.00%) Analytics Manager
6 2 (8.00%) Business Developer
6 2 (8.00%) Systems Developer
7 1 (4.00%) .NET Software Developer
7 1 (4.00%) C# .NET Developer
7 1 (4.00%) C# Software Developer
7 1 (4.00%) Data Analytics Manager
7 1 (4.00%) Junior SQL Developer
7 1 (4.00%) Senior .NET Software Developer
7 1 (4.00%) Senior C# .NET Developer
7 1 (4.00%) Senior C# Software Developer
7 1 (4.00%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 8 (32.00%) .NET
2 4 (16.00%) ASP.NET
3 2 (8.00%) .NET Framework
3 2 (8.00%) jQuery
Miscellaneous
1 2 (8.00%) Analytical Skills
1 2 (8.00%) Virtual Team
2 1 (4.00%) Clustering
2 1 (4.00%) Replication
Processes & Methodologies
1 14 (56.00%) Business Intelligence
2 9 (36.00%) Data Management
3 8 (32.00%) Agile Software Development
4 7 (28.00%) Analytics
5 5 (20.00%) Asset Management
5 5 (20.00%) Business Analytics
5 5 (20.00%) Data Integration
5 5 (20.00%) Data Migration
5 5 (20.00%) Migration
5 5 (20.00%) Visualisation
6 4 (16.00%) Project Management
7 3 (12.00%) CRM
7 3 (12.00%) Data Transformation
7 3 (12.00%) Digital Marketing
7 3 (12.00%) ETL
7 3 (12.00%) MVC
8 2 (8.00%) Data Science
8 2 (8.00%) Data Visualisation
8 2 (8.00%) Investment Management
8 2 (8.00%) SDLC
Programming Languages
1 20 (80.00%) SQL
2 7 (28.00%) C#
3 5 (20.00%) JavaScript
3 5 (20.00%) T-SQL
4 2 (8.00%) MATLAB
4 2 (8.00%) Python
5 1 (4.00%) VBA
Qualifications
1 1 (4.00%) MCSE
1 1 (4.00%) Microsoft Certification
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
Vendors
1 9 (36.00%) Microsoft
2 5 (20.00%) Teradata
3 4 (16.00%) Bloomberg
3 4 (16.00%) FactSet
4 2 (8.00%) Oracle
4 2 (8.00%) SAP
4 2 (8.00%) Tableau