Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > Scotland
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 160 179 169
Rank change year-on-year +19 -10 +11
Permanent jobs citing SQL Server Analysis Services 67 45 49
As % of all permanent IT jobs advertised in Scotland 1.25% 0.81% 0.93%
As % of the Database & Business Intelligence category 3.83% 2.26% 2.94%
Number of salaries quoted 56 22 27
Scotland median annual salary £40,000 £35,000 £41,421
Median salary % change year-on-year +14.29% -15.50% -12.80%
10th Percentile £31,813 £32,000 £31,700
90th Percentile £55,625 £48,625 £64,050
UK median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +5.26%

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1,749 1,993 1,667
As % of all permanent IT jobs advertised in Scotland 32.58% 35.86% 31.79%
Number of salaries quoted 1,262 1,244 933
Scotland median annual salary £45,000 £41,500 £42,500
Median salary % change year-on-year +8.43% -2.35% +2.41%
10th Percentile £30,000 £28,000 £27,800
90th Percentile £67,150 £66,250 £61,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

SQL Server Analysis Services
Job Vacancy Trend in Scotland

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

Job vacancy trend for SQL Server Analysis Services in Scotland

SQL Server Analysis Services
Salary Trend in Scotland

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

Salary trend for SQL Server Analysis Services in Scotland

SQL Server Analysis Services
Salary Histogram in Scotland

The salary distribution of IT jobs citing SQL Server Analysis Services in Scotland over the 6 months to 23 October 2018.

Salary histogram for SQL Server Analysis Services in Scotland

SQL Server Analysis Services
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQL Server Analysis Services within the Scotland region over the 6 months to 23 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +11 33 £40,000 -5.88% 4
Edinburgh +8 27 £41,500 +18.57% 4
Stirling +3 2 £37,500 -16.67%
West Lothian - 2 £26,750 -
South Lanarkshire - 2 £43,000 -
Aberdeen - 1 £52,500 -
SQL Server Analysis Services
UK

For the 6 months to 23 October 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 Scotland region with a requirement for SQL Server Analysis Services.

1 64 (95.52%) SQL Server Integration Services
2 56 (83.58%) SQL Server Reporting Services
3 50 (74.63%) SQL
4 49 (73.13%) Business Intelligence
5 45 (67.16%) Microsoft
6 36 (53.73%) SQL Server
7 31 (46.27%) T-SQL
7 31 (46.27%) Power BI
8 26 (38.81%) ETL
9 17 (25.37%) Data Warehouse
9 17 (25.37%) Analytical Skills
10 15 (22.39%) Agile Software Development
10 15 (22.39%) Analytics
11 14 (20.90%) Tableau
12 13 (19.40%) Data Modelling
12 13 (19.40%) C#
12 13 (19.40%) Visualisation
12 13 (19.40%) QlikView
13 12 (17.91%) .NET
14 11 (16.42%) Finance
14 11 (16.42%) Microsoft Azure
15 10 (14.93%) SharePoint
15 10 (14.93%) Systems Management Server (SMS)
16 8 (11.94%) JavaScript
16 8 (11.94%) Stakeholder Management
16 8 (11.94%) SDLC
17 7 (10.45%) MVC
17 7 (10.45%) Visual Studio
17 7 (10.45%) Data Quality
17 7 (10.45%) Data Management

SQL Server Analysis Services
Co-occurring 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 10 (14.93%) SharePoint
2 3 (4.48%) SAS
3 1 (1.49%) Apache Spark
Applications
1 3 (4.48%) Microsoft Excel
2 2 (2.99%) SPSS
Business Applications
1 5 (7.46%) Dynamics CRM
2 1 (1.49%) Dynamics AX
2 1 (1.49%) Markit EDM
Cloud Services
1 11 (16.42%) Microsoft Azure
2 6 (8.96%) Amazon AWS
3 2 (2.99%) Azure Data Factory
3 2 (2.99%) Google Analytics
4 1 (1.49%) Google Cloud Platform
Database & Business Intelligence
1 64 (95.52%) SQL Server Integration Services
2 56 (83.58%) SQL Server Reporting Services
3 36 (53.73%) SQL Server
4 31 (46.27%) Power BI
5 17 (25.37%) Data Warehouse
6 13 (19.40%) QlikView
7 5 (7.46%) SQL Server 2012
7 5 (7.46%) SQL Server 2014
8 4 (5.97%) SSDT
9 3 (4.48%) Big Data
9 3 (4.48%) Qlik Sense
10 2 (2.99%) Azure SQL Data Warehouse
10 2 (2.99%) Azure SQL Database
10 2 (2.99%) BusinessObjects
10 2 (2.99%) Data Lake
10 2 (2.99%) RDBMS
10 2 (2.99%) Relational Database
10 2 (2.99%) Snowflake Schema
10 2 (2.99%) SQL Server 2016
10 2 (2.99%) Star Schema
Development Applications
1 7 (10.45%) Visual Studio
2 2 (2.99%) Team Foundation Server
General
1 11 (16.42%) Finance
2 5 (7.46%) Marketing
3 3 (4.48%) Banking
3 3 (4.48%) Manufacturing
4 2 (2.99%) Advertising
4 2 (2.99%) Investment Banking
4 2 (2.99%) Law
Job Titles
1 44 (65.67%) Developer
2 17 (25.37%) SQL Developer
3 16 (23.88%) Business Intelligence Developer
4 14 (20.90%) Database Developer
5 8 (11.94%) Consultant
6 6 (8.96%) Lead Developer
6 6 (8.96%) SQL BI Developer
6 6 (8.96%) SQL Database Developer
7 5 (7.46%) Analyst
7 5 (7.46%) Business Developer
7 5 (7.46%) Business Intelligence Consultant
7 5 (7.46%) T-SQL Developer
8 4 (5.97%) .NET Developer
8 4 (5.97%) DBA
8 4 (5.97%) SQL DBA
8 4 (5.97%) Systems Developer
9 3 (4.48%) Business Intelligence Lead
9 3 (4.48%) ETL Developer
9 3 (4.48%) Software Developer
10 2 (2.99%) Senior Developer
Libraries, Frameworks & Software Standards
1 12 (17.91%) .NET
2 5 (7.46%) jQuery
3 3 (4.48%) ASP.NET
4 2 (2.99%) .NET Framework
Miscellaneous
1 17 (25.37%) Analytical Skills
2 2 (2.99%) Fintech
2 2 (2.99%) Greenfield Project
2 2 (2.99%) Reference Data
2 2 (2.99%) Smartphone
2 2 (2.99%) Virtual Team
3 1 (1.49%) Clustering
3 1 (1.49%) Enterprise Software
3 1 (1.49%) Management Information System
3 1 (1.49%) Replication
3 1 (1.49%) User Experience
Processes & Methodologies
1 49 (73.13%) Business Intelligence
2 26 (38.81%) ETL
3 15 (22.39%) Agile Software Development
3 15 (22.39%) Analytics
4 13 (19.40%) Data Modelling
4 13 (19.40%) Visualisation
5 8 (11.94%) SDLC
5 8 (11.94%) Stakeholder Management
6 7 (10.45%) Data Management
6 7 (10.45%) MVC
7 5 (7.46%) Business Process Improvement
7 5 (7.46%) Creative Thinking
7 5 (7.46%) CRM
7 5 (7.46%) Data Integration
7 5 (7.46%) Performance Tuning
7 5 (7.46%) Process Improvement
7 5 (7.46%) Waterfall
8 4 (5.97%) Business Analytics
8 4 (5.97%) ERP
8 4 (5.97%) Machine Learning
Programming Languages
1 50 (74.63%) SQL
2 31 (46.27%) T-SQL
3 13 (19.40%) C#
4 8 (11.94%) JavaScript
5 3 (4.48%) R
6 2 (2.99%) MATLAB
6 2 (2.99%) Python
6 2 (2.99%) VBA
Qualifications
1 3 (4.48%) Degree
2 2 (2.99%) Microsoft Certification
3 1 (1.49%) MCP
3 1 (1.49%) MCSE
3 1 (1.49%) Numerate Degree
Quality Assurance & Compliance
1 7 (10.45%) Data Quality
Systems Management
1 10 (14.93%) Systems Management Server (SMS)
Vendors
1 45 (67.16%) Microsoft
2 14 (20.90%) Tableau
3 5 (7.46%) MicroStrategy
3 5 (7.46%) Teradata
4 3 (4.48%) Hyperion
5 2 (2.99%) Google
5 2 (2.99%) SAP
6 1 (1.49%) Oracle