Period
to 23 October 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 23 October 2019 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
Scotland > Edinburgh
6 months to
23 Oct 2019
Same period 2018 Same period 2017
Rank 143 128 137
Rank change year-on-year -15 +9 -26
Permanent jobs citing SQL Server Analysis Services 5 27 17
As % of all permanent IT jobs advertised in Edinburgh 0.22% 1.07% 0.63%
As % of the Database & Business Intelligence category 0.78% 3.94% 1.81%
Number of salaries quoted 4 20 12
Edinburgh median annual salary £36,250 £41,500 £35,000
Median salary % change year-on-year -12.65% +18.57% -22.22%
10th Percentile £31,250 £33,286 £31,325
90th Percentile £46,750 £67,500 £53,450
Scotland median annual salary £45,500 £40,000 £35,000
% change year-on-year +13.75% +14.29% -15.50%

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 641 686 939
As % of all permanent IT jobs advertised in Edinburgh 28.53% 27.07% 34.68%
Number of salaries quoted 388 475 593
Edinburgh median annual salary £40,750 £45,000 £40,000
Median salary % change year-on-year -9.44% +12.50% -11.11%
10th Percentile £28,750 £28,000 £27,100
90th Percentile £62,500 £69,500 £65,000
Scotland median annual salary £45,000 £45,000 £41,500
% change year-on-year - +8.43% -2.35%

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 23 October 2019.

Salary histogram for SQL Server Analysis Services in Edinburgh

For the 6 months to 23 October 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 5 (100.00%) SQL Server Integration Services
2 4 (80.00%) ETL
2 4 (80.00%) SQL Server Reporting Services
3 3 (60.00%) Business Intelligence
3 3 (60.00%) Microsoft
3 3 (60.00%) SQL
3 3 (60.00%) SQL Server
3 3 (60.00%) AWS
4 2 (40.00%) Power Platform
4 2 (40.00%) Data Warehouse
4 2 (40.00%) Data Modelling
4 2 (40.00%) Azure
4 2 (40.00%) Marketing
4 2 (40.00%) Tableau
4 2 (40.00%) Amazon Redshift
4 2 (40.00%) Data Engineering
4 2 (40.00%) Power BI
5 1 (20.00%) Global Marketing
5 1 (20.00%) Data Science
5 1 (20.00%) Decision-Making
5 1 (20.00%) Data Development
5 1 (20.00%) Continuous Integration
5 1 (20.00%) System Testing
5 1 (20.00%) Visualisation
5 1 (20.00%) PL/SQL
5 1 (20.00%) Statistics
5 1 (20.00%) Strategic Planning
5 1 (20.00%) Python
5 1 (20.00%) T-SQL
5 1 (20.00%) Informatica

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:

Cloud Services
1 3 (60.00%) AWS
2 2 (40.00%) Azure
2 2 (40.00%) Power Platform
Database & Business Intelligence
1 5 (100.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Reporting Services
3 3 (60.00%) SQL Server
4 2 (40.00%) Amazon Redshift
4 2 (40.00%) Data Warehouse
4 2 (40.00%) Power BI
General
1 2 (40.00%) Marketing
Job Titles
1 2 (40.00%) Developer
2 1 (20.00%) Business Consultant
2 1 (20.00%) Business Developer
2 1 (20.00%) Business Intelligence Consultant
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Consultant
2 1 (20.00%) Data Engineer
2 1 (20.00%) Integration Developer
2 1 (20.00%) Junior
Processes & Methodologies
1 4 (80.00%) ETL
2 3 (60.00%) Business Intelligence
3 2 (40.00%) Data Engineering
3 2 (40.00%) Data Modelling
4 1 (20.00%) Continuous Integration
4 1 (20.00%) Data Development
4 1 (20.00%) Data Science
4 1 (20.00%) Data Visualisation
4 1 (20.00%) Decision-Making
4 1 (20.00%) Global Marketing
4 1 (20.00%) Project Delivery
4 1 (20.00%) Statistics
4 1 (20.00%) Strategic Planning
4 1 (20.00%) System Testing
4 1 (20.00%) Visualisation
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) PL/SQL
2 1 (20.00%) Python
2 1 (20.00%) T-SQL
Vendors
1 3 (60.00%) Microsoft
2 2 (40.00%) Tableau
3 1 (20.00%) Informatica