Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Microsoft Analysis Services skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Microsoft Analysis Services over the 6 months to 15 December 2018 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 815 844 786
Rank change year-on-year +29 -58 -120
Permanent jobs citing Microsoft Analysis Services 323 388 463
As % of all permanent IT jobs advertised in the UK 0.20% 0.22% 0.25%
As % of the Database & Business Intelligence category 0.71% 0.71% 0.84%
Number of salaries quoted 279 348 429
UK median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% +5.26%
10th Percentile £33,750 £33,525 £37,500
90th Percentile £76,250 £67,500 £67,500
UK excluding London median annual salary £42,500 £40,500 £45,000
% change year-on-year +4.94% -10.00% -

Microsoft 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 45,451 54,462 55,174
As % of all permanent IT jobs advertised in the UK 28.75% 30.35% 29.78%
Number of salaries quoted 37,262 44,899 47,169
UK median annual salary £50,500 £47,500 £47,500
Median salary % change year-on-year +6.32% - +5.56%
10th Percentile £31,250 £30,000 £29,000
90th Percentile £85,000 £77,500 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Microsoft Analysis Services
Job Vacancy Trend

Job postings citing Microsoft Analysis Services as a percentage of all IT jobs advertised.

Job vacancy trend for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Salary Trend

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

Salary trend for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Salary Histogram

The salary distribution of IT jobs citing Microsoft Analysis Services over the 6 months to 15 December 2018.

Salary histogram for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Microsoft Analysis Services within the UK over the 6 months to 15 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
England +14 304 £52,500 +14.13% 75
London +34 168 £60,000 +20.00% 24
UK excluding London +11 148 £42,500 +4.94% 54
Midlands +65 41 £42,000 -23.64% 13
South East +5 40 £55,000 +22.22% 13
East Midlands - 29 £42,500 - 9
East of England +43 26 £42,500 +6.25% 7
North of England -42 21 £45,000 +12.50% 12
North West -39 15 £42,500 +6.25% 7
South West +19 14 £29,000 -47.27% 6
West Midlands +41 12 £38,816 -29.43% 4
Yorkshire +34 6 £65,000 +62.50% 5
Wales +3 4 £33,606 -43.99% 1
Scotland +4 3 £54,750 +47.97% 2
Northern Ireland - 3 £35,000 -

For the 6 months to 15 December 2018, IT jobs citing Microsoft 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 with a requirement for Microsoft Analysis Services.

1 317 (98.14%) SQL Server Analysis Services
2 303 (93.81%) SQL Server
3 276 (85.45%) SQL
4 275 (85.14%) SQL Server Integration Services
5 264 (81.73%) Business Intelligence
6 245 (75.85%) SQL Server Reporting Services
7 220 (68.11%) Microsoft
8 215 (66.56%) Data Warehouse
9 173 (53.56%) ETL
10 162 (50.15%) T-SQL
11 145 (44.89%) Power BI
12 108 (33.44%) Analytics
13 101 (31.27%) Microsoft Azure
14 98 (30.34%) Agile Software Development
15 93 (28.79%) Tableau
16 86 (26.63%) Finance
17 77 (23.84%) C#
18 71 (21.98%) Azure SQL Database
19 68 (21.05%) Visualisation
19 68 (21.05%) Azure Data Factory
20 67 (20.74%) Microsoft Excel
21 65 (20.12%) Data Modelling
22 63 (19.50%) Data Lake
23 60 (18.58%) Data Analysis Expressions (DAX)
24 59 (18.27%) OLAP
25 57 (17.65%) Kimball Methodology
26 55 (17.03%) MDX
27 53 (16.41%) SQL Server 2008
27 53 (16.41%) Analytical Skills
28 51 (15.79%) .NET

Microsoft Analysis Services
Co-occurring IT Skills 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 39 (12.07%) SharePoint
2 38 (11.76%) SAS
3 9 (2.79%) Confluence
3 9 (2.79%) IIS
4 5 (1.55%) SharePoint 2010
4 5 (1.55%) SharePoint 2013
5 4 (1.24%) SharePoint Server
6 2 (0.62%) WebSphere
7 1 (0.31%) Apache
7 1 (0.31%) Apache Pig
7 1 (0.31%) Apache Solr
7 1 (0.31%) Apache Spark
7 1 (0.31%) BizTalk Server
7 1 (0.31%) Elasticsearch
7 1 (0.31%) Jupyter
Applications
1 67 (20.74%) Microsoft Excel
2 6 (1.86%) Microsoft Office
3 3 (0.93%) MS Visio
4 2 (0.62%) InfoPath
4 2 (0.62%) SPSS
5 1 (0.31%) Spreadsheet
5 1 (0.31%) Stata
Business Applications
1 7 (2.17%) Cognos Business Intelligence
1 7 (2.17%) Cognos TM1
2 3 (0.93%) Carpe Diem
2 3 (0.93%) Dynamics AX
2 3 (0.93%) Elite 3E
3 2 (0.62%) Maximo
4 1 (0.31%) Markit EDM
4 1 (0.31%) MetaTrader
Cloud Services
1 101 (31.27%) Microsoft Azure
2 68 (21.05%) Azure Data Factory
3 33 (10.22%) Data Lake Analytics
4 26 (8.05%) PaaS
5 13 (4.02%) Amazon AWS
6 11 (3.41%) Azure Machine Learning
6 11 (3.41%) SaaS
7 3 (0.93%) IaaS
8 2 (0.62%) Dynamics 365
9 1 (0.31%) Apigee
9 1 (0.31%) Azure Active Directory
9 1 (0.31%) Boomi
9 1 (0.31%) GitHub
9 1 (0.31%) Google Analytics
9 1 (0.31%) Google Cloud Platform
9 1 (0.31%) iPaaS
9 1 (0.31%) Office 365
Communications & Networking
1 6 (1.86%) Internet
2 1 (0.31%) Firewall
Database & Business Intelligence
1 317 (98.14%) SQL Server Analysis Services
2 303 (93.81%) SQL Server
3 275 (85.14%) SQL Server Integration Services
4 245 (75.85%) SQL Server Reporting Services
5 215 (66.56%) Data Warehouse
6 145 (44.89%) Power BI
7 71 (21.98%) Azure SQL Database
8 63 (19.50%) Data Lake
9 59 (18.27%) OLAP
10 53 (16.41%) SQL Server 2008
11 50 (15.48%) SQL Server 2016
12 49 (15.17%) Azure SQL Data Warehouse
13 47 (14.55%) SQL Server 2012
14 40 (12.38%) Big Data
15 37 (11.46%) SQL Server 2014
16 34 (10.53%) QlikView
17 28 (8.67%) OLAP Cube
18 21 (6.50%) Cosmos DB
18 21 (6.50%) Hadoop
19 20 (6.19%) NoSQL
Development Applications
1 38 (11.76%) Visual Studio
2 25 (7.74%) Team Foundation Server
3 16 (4.95%) Git (software)
4 14 (4.33%) SQL Server Management Studio (SSMS)
5 10 (3.10%) JIRA
6 5 (1.55%) Subversion
7 2 (0.62%) Xcode
8 1 (0.31%) ER Studio
8 1 (0.31%) ERwin
8 1 (0.31%) Jenkins
8 1 (0.31%) Maven
8 1 (0.31%) RStudio
8 1 (0.31%) Visual Studio Team System
8 1 (0.31%) Zephyr
General
1 86 (26.63%) Finance
2 45 (13.93%) Retail
3 33 (10.22%) Marketing
4 32 (9.91%) Banking
5 13 (4.02%) Investment Banking
6 12 (3.72%) Advertising
7 7 (2.17%) Pharmaceutical
8 3 (0.93%) Games
9 2 (0.62%) Manufacturing
9 2 (0.62%) Telecoms
10 1 (0.31%) Front Office
10 1 (0.31%) Law
Job Titles
1 172 (53.25%) Developer
2 113 (34.98%) Business Intelligence Developer
3 63 (19.50%) SQL Developer
4 47 (14.55%) Consultant
5 45 (13.93%) DBA
6 43 (13.31%) SQL DBA
7 37 (11.46%) SQL BI Developer
8 36 (11.15%) Data Warehouse Developer
9 32 (9.91%) Senior Developer
9 32 (9.91%) SSAS Developer
10 31 (9.60%) SSIS Developer
11 28 (8.67%) Business Intelligence Consultant
12 25 (7.74%) Analyst
13 23 (7.12%) Business Developer
13 23 (7.12%) Microsoft Consultant
14 19 (5.88%) Senior Business Intelligence Developer
14 19 (5.88%) SQL Server DBA
14 19 (5.88%) SSRS Developer
15 18 (5.57%) SQL Server Developer
16 15 (4.64%) Data Consultant
Libraries, Frameworks & Software Standards
1 55 (17.03%) MDX
2 51 (15.79%) .NET
3 21 (6.50%) JSON
4 16 (4.95%) CSS
4 16 (4.95%) HTML
4 16 (4.95%) HTML5
5 6 (1.86%) XML
6 5 (1.55%) COM
6 5 (1.55%) D3.js
6 5 (1.55%) Web Services
7 4 (1.24%) REST
8 3 (0.93%) WPF
9 2 (0.62%) Ajax
9 2 (0.62%) AngularJS
9 2 (0.62%) ASP.NET
9 2 (0.62%) jQuery
9 2 (0.62%) KnockoutJS
9 2 (0.62%) Razor View Engine
9 2 (0.62%) WCF
9 2 (0.62%) WinForms
Miscellaneous
1 53 (16.41%) Analytical Skills
2 22 (6.81%) Clustering
3 21 (6.50%) Replication
4 17 (5.26%) Data Structures
5 12 (3.72%) Greenfield Project
5 12 (3.72%) Management Information System
6 10 (3.10%) Self-Motivation
7 8 (2.48%) Reinsurance
8 7 (2.17%) Life Science
8 7 (2.17%) Mobile App
9 3 (0.93%) Hedge funds
10 2 (0.62%) NHS
10 2 (0.62%) Tandem
11 1 (0.31%) PMI
11 1 (0.31%) Public Cloud
11 1 (0.31%) User Experience
11 1 (0.31%) Virtual Team
Operating Systems
1 11 (3.41%) Windows
2 9 (2.79%) Apple iOS
3 5 (1.55%) Windows Server
4 4 (1.24%) Windows Server 2008
4 4 (1.24%) Windows Server 2012
Processes & Methodologies
1 264 (81.73%) Business Intelligence
2 173 (53.56%) ETL
3 108 (33.44%) Analytics
4 98 (30.34%) Agile Software Development
5 68 (21.05%) Visualisation
6 65 (20.12%) Data Modelling
7 57 (17.65%) Kimball Methodology
8 49 (15.17%) Data Management
9 42 (13.00%) Dimensional Modelling
10 41 (12.69%) Data Science
11 40 (12.38%) Data Analysis
11 40 (12.38%) Performance Tuning
12 33 (10.22%) ETL Development
13 31 (9.60%) Data Analytics
13 31 (9.60%) Scrum
14 27 (8.36%) Data Visualisation
15 23 (7.12%) Data Integration
16 22 (6.81%) Machine Learning
16 22 (6.81%) Presales
17 20 (6.19%) Business Analytics
Programming Languages
1 276 (85.45%) SQL
2 162 (50.15%) T-SQL
3 77 (23.84%) C#
4 60 (18.58%) Data Analysis Expressions (DAX)
5 40 (12.38%) R
6 32 (9.91%) PowerShell
7 29 (8.98%) Python
8 23 (7.12%) JavaScript
9 22 (6.81%) U-SQL
10 15 (4.64%) Java
11 14 (4.33%) VBA
12 5 (1.55%) PHP
13 4 (1.24%) Scala
13 4 (1.24%) VB
14 2 (0.62%) Bash Shell
14 2 (0.62%) Objective-C
15 1 (0.31%) Perl
15 1 (0.31%) Ruby
15 1 (0.31%) VB.NET
15 1 (0.31%) VBScript
Qualifications
1 46 (14.24%) Degree
2 33 (10.22%) Microsoft Certification
3 10 (3.10%) MCSE
3 10 (3.10%) MCT
4 5 (1.55%) MCSA
5 4 (1.24%) Security Cleared
6 3 (0.93%) MCITP
7 2 (0.62%) DV Cleared
7 2 (0.62%) Master's Degree
8 1 (0.31%) CEH
8 1 (0.31%) MCTS
8 1 (0.31%) PMI Certification
8 1 (0.31%) SC Cleared
8 1 (0.31%) TOGAF Certification
Quality Assurance & Compliance
1 28 (8.67%) QA
2 24 (7.43%) Data Quality
3 15 (4.64%) SLA
4 13 (4.02%) GDPR
5 2 (0.62%) Cyber Essentials
5 2 (0.62%) ISO/IEC 27001
6 1 (0.31%) Sarbanes-Oxley
System Software
1 4 (1.24%) VMware Infrastructure
2 2 (0.62%) Active Directory
Systems Management
1 4 (1.24%) Failover Clustering
1 4 (1.24%) Perfmon
2 3 (0.93%) Microsoft Clustering
3 1 (0.31%) Ambari
3 1 (0.31%) Ansible
3 1 (0.31%) HP ALM
3 1 (0.31%) Opscode Chef
3 1 (0.31%) Puppet
3 1 (0.31%) Salt
Vendors
1 220 (68.11%) Microsoft
2 93 (28.79%) Tableau
3 18 (5.57%) Oracle
4 12 (3.72%) Cognos
5 10 (3.10%) Databricks
6 9 (2.79%) SAP
7 7 (2.17%) MicroStrategy
7 7 (2.17%) SolarWinds
8 5 (1.55%) Facebook
8 5 (1.55%) IBM
9 4 (1.24%) Google
9 4 (1.24%) Nintex
9 4 (1.24%) RedGate
9 4 (1.24%) Salesforce.com
9 4 (1.24%) Veeam
9 4 (1.24%) VMware
10 3 (0.93%) Aderant
10 3 (0.93%) Informatica
11 2 (0.62%) Splunk
11 2 (0.62%) Talend