Period
to 18 August 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK > England
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 819 800 774
Rank change year-on-year -19 -26 -178
Permanent jobs citing Microsoft Analysis Services 325 394 490
As % of all permanent IT jobs advertised in England 0.20% 0.24% 0.26%
As % of the Database & Business Intelligence category 0.68% 0.78% 0.88%
Number of salaries quoted 283 349 451
England median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% +5.26%
10th Percentile £37,000 £33,750 £36,250
90th Percentile £72,500 £70,000 £68,750
UK median annual salary £52,500 £45,000 £50,000
% change year-on-year +16.67% -10.00% +11.11%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 47,835 50,746 55,938
As % of all permanent IT jobs advertised in England 30.09% 30.46% 30.04%
Number of salaries quoted 39,124 42,677 48,379
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Microsoft Analysis Services
Job Vacancy Trend in England

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

Job vacancy trend for Microsoft Analysis Services in England

Microsoft Analysis Services
Salary Trend in England

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

Salary trend for Microsoft Analysis Services in England

Microsoft Analysis Services
Salary Histogram in England

The salary distribution of IT jobs citing Microsoft Analysis Services in England over the 6 months to 18 August 2018.

Salary histogram for Microsoft Analysis Services in England

Microsoft Analysis Services
Job Locations in England

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 England region over the 6 months to 18 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
London +58 193 £57,500 +2.68% 19
South East -44 34 £52,500 +10.53% 11
East of England +21 31 £40,000 - 4
Midlands +17 27 £42,500 -5.56% 4
East Midlands +24 23 £42,500 -5.56% 3
North of England -59 22 £47,500 +18.75% 4
South West +27 16 £39,000 -8.24% 5
North West -64 15 £47,500 +18.75% 4
Yorkshire +29 7 £62,500 +56.25%
West Midlands +19 4 £45,000 -5.26% 1
Microsoft Analysis Services
UK

For the 6 months to 18 August 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 across the England region with a requirement for Microsoft Analysis Services.

1 319 (98.15%) SQL Server Analysis Services
2 305 (93.85%) SQL Server
3 285 (87.69%) SQL Server Integration Services
4 280 (86.15%) SQL
5 274 (84.31%) Business Intelligence
6 263 (80.92%) SQL Server Reporting Services
7 241 (74.15%) Data Warehouse
8 210 (64.62%) Microsoft
9 194 (59.69%) T-SQL
10 140 (43.08%) Power BI
11 126 (38.77%) ETL
12 98 (30.15%) SQL Server 2016
13 95 (29.23%) Finance
14 83 (25.54%) Analytics
15 79 (24.31%) SQL Server 2014
16 72 (22.15%) Tableau
17 62 (19.08%) Microsoft Azure
18 58 (17.85%) Agile Software Development
19 50 (15.38%) Relational Database
20 48 (14.77%) Kimball Methodology
21 46 (14.15%) Microsoft Excel
22 41 (12.62%) OLAP
22 41 (12.62%) Replication
22 41 (12.62%) Degree
23 39 (12.00%) Azure Data Factory
24 38 (11.69%) Data Science
24 38 (11.69%) Visualisation
24 38 (11.69%) SQL Server 2008
24 38 (11.69%) MDX
24 38 (11.69%) C#

Microsoft Analysis Services
Co-occurring IT Skills in England 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 21 (6.46%) SharePoint
2 15 (4.62%) SAS
3 7 (2.15%) BizTalk Server
4 6 (1.85%) IIS
5 4 (1.23%) Confluence
5 4 (1.23%) Gentran
5 4 (1.23%) Oracle SOA Suite
5 4 (1.23%) WebSphere
6 3 (0.92%) SharePoint 2013
7 1 (0.31%) Apache
7 1 (0.31%) Apache Spark
7 1 (0.31%) SharePoint 2010
Applications
1 46 (14.15%) Microsoft Excel
2 7 (2.15%) Microsoft Office
3 5 (1.54%) MS Visio
4 2 (0.62%) Spreadsheet
5 1 (0.31%) InfoPath
5 1 (0.31%) SPSS
5 1 (0.31%) Stata
Business Applications
1 11 (3.38%) Cognos Business Intelligence
1 11 (3.38%) Cognos TM1
2 6 (1.85%) MetaTrader
3 5 (1.54%) Dynamics AX
4 4 (1.23%) Oracle Receivables
5 2 (0.62%) Dynamics NAV
6 1 (0.31%) Maximo
Cloud Services
1 62 (19.08%) Microsoft Azure
2 39 (12.00%) Azure Data Factory
3 32 (9.85%) PaaS
4 17 (5.23%) Azure Machine Learning
5 16 (4.92%) SaaS
6 9 (2.77%) Amazon AWS
7 8 (2.46%) Data Lake Analytics
8 5 (1.54%) IaaS
9 4 (1.23%) Cortana Intelligence Suite
9 4 (1.23%) Office 365
10 3 (0.92%) Cloud Computing
10 3 (0.92%) Dynamics 365
10 3 (0.92%) Google Analytics
11 2 (0.62%) Amazon EC2
11 2 (0.62%) Amazon S3
12 1 (0.31%) Azure Active Directory
Communications & Networking
1 9 (2.77%) Internet
2 5 (1.54%) FTP
3 3 (0.92%) SMS
4 1 (0.31%) Firewall
Database & Business Intelligence
1 319 (98.15%) SQL Server Analysis Services
2 305 (93.85%) SQL Server
3 285 (87.69%) SQL Server Integration Services
4 263 (80.92%) SQL Server Reporting Services
5 241 (74.15%) Data Warehouse
6 140 (43.08%) Power BI
7 98 (30.15%) SQL Server 2016
8 79 (24.31%) SQL Server 2014
9 50 (15.38%) Relational Database
10 41 (12.62%) OLAP
11 38 (11.69%) SQL Server 2008
12 34 (10.46%) Azure SQL Database
12 34 (10.46%) Big Data
12 34 (10.46%) Data Mining
13 33 (10.15%) Data Lake
14 32 (9.85%) SQL Server 2012
15 29 (8.92%) Azure SQL Data Warehouse
16 21 (6.46%) BusinessObjects
17 19 (5.85%) OLAP Cube
18 17 (5.23%) Cosmos DB
Development Applications
1 20 (6.15%) Visual Studio
2 13 (4.00%) SQL Server Management Studio (SSMS)
2 13 (4.00%) Team Foundation Server
3 11 (3.38%) Git (software)
4 7 (2.15%) JIRA
4 7 (2.15%) Subversion
5 4 (1.23%) RStudio
5 4 (1.23%) Visual Studio Team System
6 3 (0.92%) Xcode
7 1 (0.31%) TestRail
General
1 95 (29.23%) Finance
2 31 (9.54%) Advertising
3 30 (9.23%) Marketing
4 24 (7.38%) Retail
5 15 (4.62%) Banking
6 10 (3.08%) Games
7 7 (2.15%) Investment Banking
8 5 (1.54%) Pharmaceutical
9 4 (1.23%) Front Office
10 3 (0.92%) Law
11 2 (0.62%) Back Office
12 1 (0.31%) Billing
Job Titles
1 175 (53.85%) Developer
2 110 (33.85%) Business Intelligence Developer
3 108 (33.23%) SQL Developer
4 64 (19.69%) SQL BI Developer
5 62 (19.08%) SQL Server Developer
6 54 (16.62%) Data Warehouse Developer
7 41 (12.62%) SQL Server BI Developer
8 38 (11.69%) DBA
9 37 (11.38%) Consultant
10 35 (10.77%) Analyst
11 33 (10.15%) SQL Server Data Warehouse Developer
12 30 (9.23%) SQL DBA
13 22 (6.77%) Business Intelligence Lead
13 22 (6.77%) SQL Server DBA
14 18 (5.54%) Business Developer
15 17 (5.23%) Data Consultant
15 17 (5.23%) Senior Developer
16 16 (4.92%) Business Intelligence Consultant
17 15 (4.62%) Architect
17 15 (4.62%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 38 (11.69%) MDX
2 29 (8.92%) .NET
3 17 (5.23%) XML
4 14 (4.31%) HTML
5 11 (3.38%) ASP.NET
5 11 (3.38%) HTML5
6 10 (3.08%) CSS
6 10 (3.08%) REST
7 9 (2.77%) Web Services
8 8 (2.46%) jQuery
9 7 (2.15%) SOAP
9 7 (2.15%) WPF
10 6 (1.85%) LAMP
11 3 (0.92%) Ajax
11 3 (0.92%) AngularJS
11 3 (0.92%) ASP.NET Web Forms
11 3 (0.92%) KnockoutJS
11 3 (0.92%) Razor View Engine
11 3 (0.92%) WCF
11 3 (0.92%) WinForms
Miscellaneous
1 41 (12.62%) Replication
2 31 (9.54%) Analytical Skills
3 27 (8.31%) Clustering
4 15 (4.62%) Fintech
5 14 (4.31%) Data Structures
6 11 (3.38%) Greenfield Project
7 10 (3.08%) Computer Science
7 10 (3.08%) Management Information System
8 9 (2.77%) Reinsurance
9 5 (1.54%) Enterprise Software
9 5 (1.54%) Life Science
9 5 (1.54%) Mobile App
10 4 (1.23%) Public Cloud
10 4 (1.23%) Self-Motivation
10 4 (1.23%) Virtual Team
11 3 (0.92%) Foreign Exchange (FX)
11 3 (0.92%) Spread Betting
12 1 (0.31%) Algorithms
12 1 (0.31%) Smart Energy
12 1 (0.31%) Tandem
Operating Systems
1 9 (2.77%) Windows
2 8 (2.46%) Apple iOS
3 5 (1.54%) Windows Server
4 4 (1.23%) Windows Server 2008
4 4 (1.23%) Windows Server 2012
5 3 (0.92%) Linux
Processes & Methodologies
1 274 (84.31%) Business Intelligence
2 126 (38.77%) ETL
3 83 (25.54%) Analytics
4 58 (17.85%) Agile Software Development
5 48 (14.77%) Kimball Methodology
6 38 (11.69%) Data Science
6 38 (11.69%) Visualisation
7 35 (10.77%) Data Management
7 35 (10.77%) Data Modelling
7 35 (10.77%) Problem-Solving
8 31 (9.54%) Performance Tuning
9 30 (9.23%) Machine Learning
10 28 (8.62%) Business Analysis
10 28 (8.62%) Data Analytics
11 27 (8.31%) Data Integration
12 22 (6.77%) Dimensional Modelling
13 20 (6.15%) Data Analysis
13 20 (6.15%) Predictive Analytics
14 19 (5.85%) Performance Management
15 18 (5.54%) Migration
Programming Languages
1 280 (86.15%) SQL
2 194 (59.69%) T-SQL
3 38 (11.69%) C#
4 34 (10.46%) Data Analysis Expressions (DAX)
5 19 (5.85%) R
5 19 (5.85%) VBA
6 17 (5.23%) JavaScript
7 16 (4.92%) Python
8 10 (3.08%) PowerShell
9 9 (2.77%) U-SQL
10 8 (2.46%) Java
11 4 (1.23%) ActionScript
11 4 (1.23%) ActionScript 2.0
11 4 (1.23%) PL/SQL
12 3 (0.92%) Objective-C
12 3 (0.92%) Shell Script
12 3 (0.92%) VB.NET
12 3 (0.92%) XAML
13 2 (0.62%) PHP
14 1 (0.31%) C
Qualifications
1 41 (12.62%) Degree
2 19 (5.85%) Microsoft Certification
3 7 (2.15%) Security Cleared
4 6 (1.85%) MCSE
5 5 (1.54%) MCT
6 4 (1.23%) ITIL Certification
6 4 (1.23%) MCSA
6 4 (1.23%) Postgraduate
7 3 (0.92%) Numerate Degree
8 2 (0.62%) DV Cleared
8 2 (0.62%) Master's Degree
9 1 (0.31%) Computer Science Degree
9 1 (0.31%) ISTQB
9 1 (0.31%) MCITP
9 1 (0.31%) MCTS
9 1 (0.31%) PhD
Quality Assurance & Compliance
1 25 (7.69%) Data Quality
2 7 (2.15%) QA
3 4 (1.23%) Cyber Essentials
3 4 (1.23%) ISO/IEC 27001
4 3 (0.92%) GDPR
4 3 (0.92%) SLA
5 1 (0.31%) Basel III
5 1 (0.31%) CRD IV
5 1 (0.31%) PCI DSS
5 1 (0.31%) Sarbanes-Oxley
System Software
1 3 (0.92%) Active Directory
2 2 (0.62%) VMware Infrastructure
Systems Management
1 6 (1.85%) Galera Cluster
2 3 (0.92%) Failover Clustering
2 3 (0.92%) Microsoft Clustering
3 2 (0.62%) CloudHub
3 2 (0.62%) Perfmon
4 1 (0.31%) Control-M
4 1 (0.31%) HP ALM
Vendors
1 210 (64.62%) Microsoft
2 72 (22.15%) Tableau
3 19 (5.85%) Oracle
4 17 (5.23%) Cognos
5 13 (4.00%) Facebook
6 10 (3.08%) SAP
7 6 (1.85%) Google
7 6 (1.85%) IBM
8 5 (1.54%) MicroStrategy
8 5 (1.54%) Nintex
8 5 (1.54%) Vertica
9 4 (1.23%) CA
9 4 (1.23%) Cognizant
9 4 (1.23%) RedGate
10 2 (0.62%) Alteryx
10 2 (0.62%) MuleSoft
10 2 (0.62%) Salesforce.com
10 2 (0.62%) SolarWinds
10 2 (0.62%) Veeam
10 2 (0.62%) VMware