Period
to 19 December 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 19 December 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > Scotland
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 177 182 181
Rank change year-on-year +5 -1 -12
Permanent jobs citing SQL Server Analysis Services 56 51 28
As % of all permanent IT jobs advertised in Scotland 1.06% 0.92% 0.56%
As % of the Database & Business Intelligence category 3.29% 2.70% 1.79%
Number of salaries quoted 45 32 18
Scotland median annual salary £40,000 £40,000 £40,711
Median salary % change year-on-year - -1.75% -14.29%
10th Percentile £31,875 £32,020 £31,775
90th Percentile £67,500 £48,750 £67,500
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 1,701 1,887 1,567
As % of all permanent IT jobs advertised in Scotland 32.16% 33.92% 31.58%
Number of salaries quoted 1,209 1,199 984
Scotland median annual salary £45,000 £42,500 £43,500
Median salary % change year-on-year +5.88% -2.30% +4.82%
10th Percentile £30,200 £28,000 £28,750
90th Percentile £66,450 £61,250 £62,500
UK median annual salary £51,000 £48,000 £47,500
% change year-on-year +6.25% +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 19 December 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 19 December 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 +3 26 £37,500 -21.05% 9
Edinburgh +12 25 £57,500 +57.53% 1
Dundee +12 1 £33,000 -31.25%
Aberdeen 0 1 £52,500 - 1
South Lanarkshire - 1 £43,000 -
West Lothian - 1 £26,500 -
SQL Server Analysis Services
UK

For the 6 months to 19 December 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 51 (91.07%) SQL Server Reporting Services
1 51 (91.07%) SQL Server Integration Services
2 42 (75.00%) Business Intelligence
3 40 (71.43%) SQL
4 38 (67.86%) Microsoft
5 33 (58.93%) Power BI
6 31 (55.36%) SQL Server
7 22 (39.29%) T-SQL
8 20 (35.71%) ETL
9 17 (30.36%) QlikView
10 16 (28.57%) Visualisation
11 15 (26.79%) Data Warehouse
11 15 (26.79%) Analytical Skills
12 14 (25.00%) Finance
12 14 (25.00%) Tableau
13 13 (23.21%) Analytics
14 11 (19.64%) Agile Software Development
15 9 (16.07%) Data Management
15 9 (16.07%) C#
15 9 (16.07%) SharePoint
15 9 (16.07%) Systems Management Server (SMS)
16 8 (14.29%) Data Modelling
16 8 (14.29%) JavaScript
16 8 (14.29%) .NET
17 7 (12.50%) ERP
17 7 (12.50%) Teradata
18 6 (10.71%) Stakeholder Management
18 6 (10.71%) Business Analytics
18 6 (10.71%) Data Science
19 5 (8.93%) Qlik Sense

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 9 (16.07%) SharePoint
2 5 (8.93%) SAS
3 1 (1.79%) Elasticsearch
Applications
1 4 (7.14%) Microsoft Excel
2 1 (1.79%) Microsoft Office
2 1 (1.79%) SPSS
Business Applications
1 4 (7.14%) Dynamics CRM
2 3 (5.36%) Markit EDM
Cloud Services
1 5 (8.93%) Microsoft Azure
2 4 (7.14%) Amazon AWS
Database & Business Intelligence
1 51 (91.07%) SQL Server Integration Services
1 51 (91.07%) SQL Server Reporting Services
2 33 (58.93%) Power BI
3 31 (55.36%) SQL Server
4 17 (30.36%) QlikView
5 15 (26.79%) Data Warehouse
6 5 (8.93%) Qlik Sense
7 4 (7.14%) Microsoft Analysis Services
8 3 (5.36%) SQL Server 2012
8 3 (5.36%) SSDT
9 2 (3.57%) Big Data
9 2 (3.57%) Data Mining
9 2 (3.57%) MS Access
9 2 (3.57%) SQL Server 2005
9 2 (3.57%) SQL Server 2008
9 2 (3.57%) SQL Server 2014
10 1 (1.79%) Data Mart
10 1 (1.79%) OLAP
10 1 (1.79%) SQL Server 2016
Development Applications
1 3 (5.36%) Visual Studio
2 1 (1.79%) Subversion
General
1 14 (25.00%) Finance
2 4 (7.14%) Marketing
3 2 (3.57%) Back Office
3 2 (3.57%) Banking
3 2 (3.57%) Investment Banking
3 2 (3.57%) Law
4 1 (1.79%) Manufacturing
Job Titles
1 34 (60.71%) Developer
2 18 (32.14%) SQL Developer
3 14 (25.00%) Database Developer
4 13 (23.21%) Consultant
5 10 (17.86%) Business Intelligence Developer
6 6 (10.71%) SQL BI Developer
6 6 (10.71%) SQL Database Developer
7 5 (8.93%) T-SQL Developer
8 4 (7.14%) Business Intelligence Consultant
8 4 (7.14%) Lead Developer
8 4 (7.14%) Software Developer
9 3 (5.36%) Analyst
9 3 (5.36%) Business Developer
9 3 (5.36%) Systems Developer
10 2 (3.57%) C# Developer
10 2 (3.57%) Data Analyst
10 2 (3.57%) DBA
10 2 (3.57%) Senior Consultant
10 2 (3.57%) Senior Developer
10 2 (3.57%) SQL DBA
Libraries, Frameworks & Software Standards
1 8 (14.29%) .NET
2 4 (7.14%) ASP.NET
2 4 (7.14%) jQuery
3 2 (3.57%) .NET Framework
4 1 (1.79%) RESTful
Miscellaneous
1 15 (26.79%) Analytical Skills
2 2 (3.57%) Virtual Team
3 1 (1.79%) Clustering
3 1 (1.79%) Fintech
3 1 (1.79%) Management Information System
3 1 (1.79%) Replication
3 1 (1.79%) User Experience
Processes & Methodologies
1 42 (75.00%) Business Intelligence
2 20 (35.71%) ETL
3 16 (28.57%) Visualisation
4 13 (23.21%) Analytics
5 11 (19.64%) Agile Software Development
6 9 (16.07%) Data Management
7 8 (14.29%) Data Modelling
8 7 (12.50%) ERP
9 6 (10.71%) Business Analytics
9 6 (10.71%) Data Science
9 6 (10.71%) Stakeholder Management
10 5 (8.93%) Data Integration
10 5 (8.93%) Data Migration
10 5 (8.93%) Data Visualisation
10 5 (8.93%) Migration
10 5 (8.93%) MVC
10 5 (8.93%) Project Management
11 4 (7.14%) Business Process Improvement
11 4 (7.14%) CRM
11 4 (7.14%) Workflow
Programming Languages
1 40 (71.43%) SQL
2 22 (39.29%) T-SQL
3 9 (16.07%) C#
4 8 (14.29%) JavaScript
5 4 (7.14%) MATLAB
5 4 (7.14%) Python
5 4 (7.14%) VBA
6 1 (1.79%) R
Qualifications
1 2 (3.57%) Degree
2 1 (1.79%) MCSE
2 1 (1.79%) Microsoft Certification
Quality Assurance & Compliance
1 5 (8.93%) Data Quality
Systems Management
1 9 (16.07%) Systems Management Server (SMS)
Vendors
1 38 (67.86%) Microsoft
2 14 (25.00%) Tableau
3 7 (12.50%) Teradata
4 4 (7.14%) MicroStrategy
4 4 (7.14%) Oracle
4 4 (7.14%) SAP
5 2 (3.57%) Bloomberg
5 2 (3.57%) FactSet
5 2 (3.57%) Hyperion
6 1 (1.79%) Salesforce.com