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

Microsoft SQL Server Analysis Services (SSAS)
UK > Scotland
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 161 176 178
Rank change year-on-year +15 +2 +23
Permanent jobs citing SQL Server Analysis Services 70 43 60
As % of all permanent IT jobs advertised in Scotland 1.28% 0.81% 1.05%
As % of the Database & Business Intelligence category 3.86% 2.14% 3.32%
Number of salaries quoted 55 18 34
Scotland median annual salary £40,000 £35,000 £43,750
Median salary % change year-on-year +14.29% -20.00% -7.89%
10th Percentile £30,000 £27,500 £34,500
90th Percentile £52,500 £48,625 £61,225
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 1,812 2,010 1,808
As % of all permanent IT jobs advertised in Scotland 33.03% 37.78% 31.69%
Number of salaries quoted 1,320 1,218 978
Scotland median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +9.76%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £67,500 £70,000 £61,250
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 14 August 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 14 August 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 +9 36 £40,000 - 3
Edinburgh +9 24 £41,500 +18.57% 2
South Lanarkshire - 4 £43,000 -
Stirling 0 2 £37,500 -16.67%
West Lothian -9 2 £26,750 -28.67%
Aberdeen - 2 £41,250 -
SQL Server Analysis Services
UK

For the 6 months to 14 August 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 68 (97.14%) SQL Server Integration Services
2 59 (84.29%) SQL Server Reporting Services
3 53 (75.71%) SQL
4 49 (70.00%) SQL Server
5 44 (62.86%) Business Intelligence
6 42 (60.00%) Microsoft
7 29 (41.43%) ETL
8 26 (37.14%) T-SQL
9 23 (32.86%) Power BI
10 21 (30.00%) Data Warehouse
11 19 (27.14%) Data Modelling
12 18 (25.71%) Microsoft Azure
13 16 (22.86%) Analytics
14 13 (18.57%) Agile Software Development
14 13 (18.57%) Tableau
14 13 (18.57%) Stakeholder Management
15 12 (17.14%) SharePoint
15 12 (17.14%) QlikView
16 10 (14.29%) C#
16 10 (14.29%) Finance
16 10 (14.29%) SQL Server 2012
16 10 (14.29%) Analytical Skills
17 9 (12.86%) SQL Server 2014
17 9 (12.86%) Amazon AWS
18 8 (11.43%) Hadoop
18 8 (11.43%) Visualisation
18 8 (11.43%) Systems Management Server (SMS)
18 8 (11.43%) Data Quality
19 7 (10.00%) Performance Tuning
19 7 (10.00%) MVC

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 12 (17.14%) SharePoint
2 6 (8.57%) Apache Spark
Applications
1 2 (2.86%) Microsoft Excel
1 2 (2.86%) SPSS
Business Applications
1 5 (7.14%) Dynamics CRM
2 1 (1.43%) Dynamics AX
Cloud Services
1 18 (25.71%) Microsoft Azure
2 9 (12.86%) Amazon AWS
3 4 (5.71%) Azure Data Factory
4 2 (2.86%) Google Analytics
5 1 (1.43%) Google Cloud Platform
Database & Business Intelligence
1 68 (97.14%) SQL Server Integration Services
2 59 (84.29%) SQL Server Reporting Services
3 49 (70.00%) SQL Server
4 23 (32.86%) Power BI
5 21 (30.00%) Data Warehouse
6 12 (17.14%) QlikView
7 10 (14.29%) SQL Server 2012
8 9 (12.86%) SQL Server 2014
9 8 (11.43%) Hadoop
10 6 (8.57%) Snowflake Schema
10 6 (8.57%) Star Schema
11 5 (7.14%) Microsoft Analysis Services
11 5 (7.14%) RDBMS
11 5 (7.14%) Relational Database
11 5 (7.14%) SQL Server 2016
12 4 (5.71%) Azure SQL Data Warehouse
12 4 (5.71%) Azure SQL Database
12 4 (5.71%) Big Data
12 4 (5.71%) Data Lake
13 3 (4.29%) SQL Server 2008
Development Applications
1 7 (10.00%) Visual Studio
2 2 (2.86%) Team Foundation Server
General
1 10 (14.29%) Finance
2 4 (5.71%) Advertising
2 4 (5.71%) Manufacturing
3 2 (2.86%) Banking
3 2 (2.86%) Marketing
4 1 (1.43%) Retail
4 1 (1.43%) Retail Finance
4 1 (1.43%) Telecoms
Job Titles
1 35 (50.00%) Developer
2 16 (22.86%) Business Intelligence Developer
3 9 (12.86%) Analyst
4 8 (11.43%) DBA
4 8 (11.43%) SQL DBA
4 8 (11.43%) SQL Developer
5 7 (10.00%) Business Developer
5 7 (10.00%) ETL Developer
6 6 (8.57%) Consultant
6 6 (8.57%) Designer
7 5 (7.14%) Database Developer
8 4 (5.71%) .NET Developer
8 4 (5.71%) Administrator
8 4 (5.71%) Data Engineer
8 4 (5.71%) Junior
8 4 (5.71%) SQL BI Developer
8 4 (5.71%) Systems Developer
9 3 (4.29%) Business Intelligence Lead
9 3 (4.29%) Lead Developer
9 3 (4.29%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 5 (7.14%) .NET
1 5 (7.14%) jQuery
2 1 (1.43%) XML
Miscellaneous
1 10 (14.29%) Analytical Skills
2 5 (7.14%) Reference Data
3 3 (4.29%) Fintech
4 2 (2.86%) Driving Licence
4 2 (2.86%) Greenfield Project
4 2 (2.86%) Smartphone
5 1 (1.43%) Enterprise Software
5 1 (1.43%) Management Information System
5 1 (1.43%) Self-Motivation
5 1 (1.43%) User Experience
Operating Systems
1 2 (2.86%) Windows
1 2 (2.86%) Windows Server
Processes & Methodologies
1 44 (62.86%) Business Intelligence
2 29 (41.43%) ETL
3 19 (27.14%) Data Modelling
4 16 (22.86%) Analytics
5 13 (18.57%) Agile Software Development
5 13 (18.57%) Stakeholder Management
6 8 (11.43%) Visualisation
7 7 (10.00%) MVC
7 7 (10.00%) Performance Tuning
8 6 (8.57%) Business Analysis
8 6 (8.57%) Business Process Improvement
8 6 (8.57%) Collaborative Working
8 6 (8.57%) Creative Thinking
8 6 (8.57%) Data Analysis
8 6 (8.57%) ERP
8 6 (8.57%) Information Management
8 6 (8.57%) Machine Learning
8 6 (8.57%) Process Improvement
8 6 (8.57%) Statistics
8 6 (8.57%) Translating Business Requirements
Programming Languages
1 53 (75.71%) SQL
2 26 (37.14%) T-SQL
3 10 (14.29%) C#
4 5 (7.14%) JavaScript
5 3 (4.29%) Python
5 3 (4.29%) R
6 2 (2.86%) MATLAB
7 1 (1.43%) VBA
Qualifications
1 4 (5.71%) Microsoft Certification
2 2 (2.86%) Degree
2 2 (2.86%) MCSA
3 1 (1.43%) MCP
3 1 (1.43%) Numerate Degree
Quality Assurance & Compliance
1 8 (11.43%) Data Quality
System Software
1 2 (2.86%) HDFS
Systems Management
1 8 (11.43%) Systems Management Server (SMS)
Vendors
1 42 (60.00%) Microsoft
2 13 (18.57%) Tableau
3 6 (8.57%) MicroStrategy
4 5 (7.14%) SAP
5 4 (5.71%) Hyperion
5 4 (5.71%) Oracle
6 2 (2.86%) Google