Period
to 18 June 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 18 June 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > Scotland
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 168 172 164
Rank change year-on-year +4 -8 +25
Permanent jobs citing SQL Server Analysis Services 72 37 75
As % of all permanent IT jobs advertised in Scotland 1.26% 0.75% 1.31%
As % of the Database & Business Intelligence category 3.86% 1.97% 4.16%
Number of salaries quoted 53 16 66
Scotland median annual salary £42,500 £35,000 £47,500
Median salary % change year-on-year +21.43% -26.32% +18.75%
10th Percentile £30,000 £27,500 £31,250
90th Percentile £52,500 £48,125 £54,375
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

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 1,863 1,876 1,804
As % of all permanent IT jobs advertised in Scotland 32.68% 38.15% 31.47%
Number of salaries quoted 1,340 1,163 990
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £28,300 £28,500
90th Percentile £70,000 £70,000 £64,750
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 18 June 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 18 June 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 39 £42,500 +21.43% 8
Edinburgh -9 21 £40,000 +14.29% 3
South Lanarkshire - 3 £43,000 -
Aberdeen - 3 £52,500 - 1
Dundee - 2 - -
Stirling - 2 £37,500 -
Scottish Borders +2 1 - -
West Lothian -2 1 £27,000 -28.00%
SQL Server Analysis Services
UK

For the 6 months to 18 June 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 70 (97.22%) SQL Server Integration Services
2 60 (83.33%) SQL Server Reporting Services
2 60 (83.33%) SQL Server
3 59 (81.94%) SQL
4 48 (66.67%) Microsoft
5 44 (61.11%) Business Intelligence
6 29 (40.28%) ETL
7 27 (37.50%) T-SQL
8 23 (31.94%) Microsoft Azure
9 22 (30.56%) Data Warehouse
10 17 (23.61%) Data Modelling
10 17 (23.61%) Finance
10 17 (23.61%) Power BI
11 16 (22.22%) Performance Tuning
12 15 (20.83%) Agile Software Development
13 14 (19.44%) Analytics
14 12 (16.67%) Amazon AWS
14 12 (16.67%) Stakeholder Management
15 11 (15.28%) QlikView
15 11 (15.28%) Tableau
16 10 (13.89%) SQL Server 2012
16 10 (13.89%) SQL Server 2016
16 10 (13.89%) C#
17 9 (12.50%) .NET
17 9 (12.50%) Oracle
17 9 (12.50%) ERP
17 9 (12.50%) Business Analysis
17 9 (12.50%) SQL Server 2014
17 9 (12.50%) Data Quality
17 9 (12.50%) Big Data

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 8 (11.11%) SharePoint
2 6 (8.33%) Apache Spark
Applications
1 2 (2.78%) Microsoft Excel
2 1 (1.39%) SPSS
Business Applications
1 4 (5.56%) Dynamics AX
2 3 (4.17%) Dynamics SL
3 1 (1.39%) Dynamics CRM
Cloud Services
1 23 (31.94%) Microsoft Azure
2 12 (16.67%) Amazon AWS
3 4 (5.56%) Azure Data Factory
4 2 (2.78%) Google Analytics
5 1 (1.39%) Google Cloud Platform
Database & Business Intelligence
1 70 (97.22%) SQL Server Integration Services
2 60 (83.33%) SQL Server
2 60 (83.33%) SQL Server Reporting Services
3 22 (30.56%) Data Warehouse
4 17 (23.61%) Power BI
5 11 (15.28%) QlikView
6 10 (13.89%) SQL Server 2012
6 10 (13.89%) SQL Server 2016
7 9 (12.50%) Big Data
7 9 (12.50%) Relational Database
7 9 (12.50%) SQL Server 2014
8 8 (11.11%) Hadoop
8 8 (11.11%) RDBMS
9 6 (8.33%) Microsoft Analysis Services
9 6 (8.33%) Snowflake Schema
9 6 (8.33%) Star Schema
10 5 (6.94%) MySQL
11 4 (5.56%) Azure SQL Database
11 4 (5.56%) OLAP
11 4 (5.56%) SQL Server 2008
Development Applications
1 5 (6.94%) Visual Studio
2 3 (4.17%) Team Foundation Server
General
1 17 (23.61%) Finance
2 5 (6.94%) Manufacturing
3 4 (5.56%) Advertising
3 4 (5.56%) Retail
4 3 (4.17%) Banking
5 1 (1.39%) Marketing
5 1 (1.39%) Retail Finance
5 1 (1.39%) Telecoms
Job Titles
1 27 (37.50%) Developer
2 14 (19.44%) Business Intelligence Developer
2 14 (19.44%) DBA
2 14 (19.44%) SQL DBA
3 10 (13.89%) Consultant
4 8 (11.11%) Analyst
5 7 (9.72%) ETL Developer
6 6 (8.33%) Designer
6 6 (8.33%) SQL Developer
7 5 (6.94%) .NET Developer
7 5 (6.94%) Junior
8 4 (5.56%) Administrator
8 4 (5.56%) Business Developer
8 4 (5.56%) Business Intelligence Consultant
8 4 (5.56%) Data Engineer
8 4 (5.56%) SQL Server DBA
9 3 (4.17%) Functional Consultant
9 3 (4.17%) Junior SQL DBA
9 3 (4.17%) Senior Business Intelligence Developer
9 3 (4.17%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 9 (12.50%) .NET
2 2 (2.78%) XML
3 1 (1.39%) jQuery
Miscellaneous
1 7 (9.72%) Greenfield Project
2 5 (6.94%) Analytical Skills
2 5 (6.94%) Clustering
2 5 (6.94%) Data Centre
2 5 (6.94%) Reference Data
2 5 (6.94%) Replication
3 2 (2.78%) Driving Licence
3 2 (2.78%) Fintech
3 2 (2.78%) Management Information System
3 2 (2.78%) Smartphone
4 1 (1.39%) Enterprise Software
4 1 (1.39%) Self-Motivation
4 1 (1.39%) User Experience
Operating Systems
1 8 (11.11%) Windows
2 3 (4.17%) Windows Server
Processes & Methodologies
1 44 (61.11%) Business Intelligence
2 29 (40.28%) ETL
3 17 (23.61%) Data Modelling
4 16 (22.22%) Performance Tuning
5 15 (20.83%) Agile Software Development
6 14 (19.44%) Analytics
7 12 (16.67%) Stakeholder Management
8 9 (12.50%) Business Analysis
8 9 (12.50%) ERP
9 7 (9.72%) Data Integration
9 7 (9.72%) High Availability
9 7 (9.72%) Information Management
10 6 (8.33%) Collaborative Working
10 6 (8.33%) Data Analysis
10 6 (8.33%) Statistics
10 6 (8.33%) Translating Business Requirements
11 5 (6.94%) Change Management
11 5 (6.94%) Data Mapping
11 5 (6.94%) Dimensional Modelling
11 5 (6.94%) ITIL
Programming Languages
1 59 (81.94%) SQL
2 27 (37.50%) T-SQL
3 10 (13.89%) C#
4 8 (11.11%) PowerShell
5 3 (4.17%) Java
5 3 (4.17%) VB
5 3 (4.17%) X++
6 2 (2.78%) Python
6 2 (2.78%) R
7 1 (1.39%) JavaScript
7 1 (1.39%) MATLAB
7 1 (1.39%) VBA
Qualifications
1 6 (8.33%) Microsoft Certification
2 4 (5.56%) MCSA
3 2 (2.78%) Degree
4 1 (1.39%) MCP
4 1 (1.39%) Numerate Degree
Quality Assurance & Compliance
1 9 (12.50%) Data Quality
2 3 (4.17%) PMO
System Software
1 5 (6.94%) Active Directory
2 2 (2.78%) HDFS
Systems Management
1 1 (1.39%) Systems Management Server (SMS)
Vendors
1 48 (66.67%) Microsoft
2 11 (15.28%) Tableau
3 9 (12.50%) Oracle
4 6 (8.33%) SAP
5 5 (6.94%) IDERA
5 5 (6.94%) MicroStrategy
5 5 (6.94%) RedGate
5 5 (6.94%) SolarWinds
6 3 (4.17%) Hyperion
7 2 (2.78%) Google