Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
Scotland > Edinburgh
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 122 135 112
Rank change year-on-year +13 -23 +13
Permanent jobs citing SQL Server Analysis Services 27 16 20
As % of all permanent IT jobs advertised in Edinburgh 1.06% 0.59% 0.87%
As % of the Database & Business Intelligence category 3.88% 1.74% 3.16%
Number of salaries quoted 20 12 11
Edinburgh median annual salary £50,000 £35,750 £45,000
Median salary % change year-on-year +39.86% -20.56% -5.26%
10th Percentile £33,750 £32,050 £33,750
90th Percentile £68,250 £53,500 £67,500
Scotland median annual salary £40,000 £37,750 £41,421
% change year-on-year +5.96% -8.86% -12.80%

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 695 922 632
As % of all permanent IT jobs advertised in Edinburgh 27.31% 33.93% 27.44%
Number of salaries quoted 479 584 444
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £26,750 £27,000 £27,000
90th Percentile £70,000 £62,500 £62,500
Scotland median annual salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76% +6.25%

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 14 November 2018.

Salary histogram for SQL Server Analysis Services in Edinburgh

For the 6 months to 14 November 2018, 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 27 (100.00%) SQL Server Integration Services
2 24 (88.89%) SQL Server Reporting Services
3 17 (62.96%) SQL
3 17 (62.96%) SQL Server
3 17 (62.96%) Business Intelligence
4 13 (48.15%) Microsoft
5 11 (40.74%) Power BI
6 10 (37.04%) Analytics
6 10 (37.04%) Agile Software Development
6 10 (37.04%) Finance
7 8 (29.63%) C#
7 8 (29.63%) Data Warehouse
8 7 (25.93%) JavaScript
8 7 (25.93%) .NET
8 7 (25.93%) Data Management
8 7 (25.93%) QlikView
9 6 (22.22%) Business Analytics
9 6 (22.22%) T-SQL
10 5 (18.52%) Data Modelling
10 5 (18.52%) SAS
10 5 (18.52%) Teradata
10 5 (18.52%) Migration
10 5 (18.52%) Data Quality
10 5 (18.52%) Marketing
10 5 (18.52%) Data Migration
10 5 (18.52%) Data Integration
10 5 (18.52%) Qlik Sense
11 4 (14.81%) Data Science
11 4 (14.81%) jQuery
11 4 (14.81%) Dynamics CRM

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 (18.52%) SAS
2 4 (14.81%) SharePoint
Applications
1 2 (7.41%) SPSS
2 1 (3.70%) Microsoft Excel
Business Applications
1 4 (14.81%) Dynamics CRM
2 1 (3.70%) Markit EDM
Cloud Services
1 4 (14.81%) Microsoft Azure
2 2 (7.41%) Amazon AWS
Database & Business Intelligence
1 27 (100.00%) SQL Server Integration Services
2 24 (88.89%) SQL Server Reporting Services
3 17 (62.96%) SQL Server
4 11 (40.74%) Power BI
5 8 (29.63%) Data Warehouse
6 7 (25.93%) QlikView
7 5 (18.52%) Qlik Sense
8 3 (11.11%) SSDT
9 2 (7.41%) BusinessObjects
9 2 (7.41%) SQL Server 2012
10 1 (3.70%) Data Mining
10 1 (3.70%) MS Access
10 1 (3.70%) Oracle Database
10 1 (3.70%) SQL Server 2005
10 1 (3.70%) SQL Server 2008
10 1 (3.70%) SQL Server 2014
10 1 (3.70%) SQL Server 2016
Development Applications
1 1 (3.70%) Visual Studio
General
1 10 (37.04%) Finance
2 5 (18.52%) Marketing
3 1 (3.70%) Back Office
Job Titles
1 14 (51.85%) Developer
2 7 (25.93%) Consultant
2 7 (25.93%) SQL Developer
3 5 (18.52%) Business Developer
3 5 (18.52%) T-SQL Developer
4 3 (11.11%) Business Intelligence Developer
4 3 (11.11%) Database Developer
4 3 (11.11%) Software Developer
4 3 (11.11%) SQL Database Developer
4 3 (11.11%) Systems Developer
5 2 (7.41%) Analytics Manager
5 2 (7.41%) Business Intelligence Consultant
5 2 (7.41%) Business Intelligence Lead
5 2 (7.41%) Data Scientist
5 2 (7.41%) DBA
5 2 (7.41%) Lead Developer
5 2 (7.41%) Senior Data Scientist
5 2 (7.41%) SQL DBA
6 1 (3.70%) Microsoft BI Developer
6 1 (3.70%) Power BI Developer
Libraries, Frameworks & Software Standards
1 7 (25.93%) .NET
2 4 (14.81%) jQuery
3 3 (11.11%) ASP.NET
4 2 (7.41%) .NET Framework
Miscellaneous
1 2 (7.41%) Analytical Skills
1 2 (7.41%) Fintech
1 2 (7.41%) Smartphone
1 2 (7.41%) Virtual Team
2 1 (3.70%) Clustering
2 1 (3.70%) Replication
Processes & Methodologies
1 17 (62.96%) Business Intelligence
2 10 (37.04%) Agile Software Development
2 10 (37.04%) Analytics
3 7 (25.93%) Data Management
4 6 (22.22%) Business Analytics
5 5 (18.52%) Data Integration
5 5 (18.52%) Data Migration
5 5 (18.52%) Data Modelling
5 5 (18.52%) Migration
6 4 (14.81%) CRM
6 4 (14.81%) Data Science
6 4 (14.81%) Data Visualisation
6 4 (14.81%) ETL
6 4 (14.81%) MVC
6 4 (14.81%) Project Management
6 4 (14.81%) Visualisation
6 4 (14.81%) Workflow
7 3 (11.11%) Digital Marketing
8 2 (7.41%) Investment Management
8 2 (7.41%) Statistical Analysis
Programming Languages
1 17 (62.96%) SQL
2 8 (29.63%) C#
3 7 (25.93%) JavaScript
4 6 (22.22%) T-SQL
5 4 (14.81%) MATLAB
5 4 (14.81%) Python
6 2 (7.41%) R
7 1 (3.70%) VBA
Qualifications
1 1 (3.70%) MCSE
1 1 (3.70%) Microsoft Certification
Quality Assurance & Compliance
1 5 (18.52%) Data Quality
Systems Management
1 2 (7.41%) Systems Management Server (SMS)
Vendors
1 13 (48.15%) Microsoft
2 5 (18.52%) Teradata
3 4 (14.81%) SAP
3 4 (14.81%) Tableau
4 3 (11.11%) Oracle