Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK > England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 803 757 617
Rank change year-on-year -46 -140 +36
Permanent jobs citing Microsoft Analysis Services 377 459 809
As % of all permanent IT jobs advertised in England 0.22% 0.26% 0.40%
As % of the Database & Business Intelligence category 0.74% 0.86% 1.26%
Number of salaries quoted 335 428 680
England median annual salary £47,000 £50,000 £49,705
Median salary % change year-on-year -6.00% +0.59% +4.64%
10th Percentile £33,750 £37,500 £32,500
90th Percentile £70,000 £67,500 £76,250
UK median annual salary £47,500 £50,000 £47,500
% change year-on-year -5.00% +5.26% -

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 51055 53155 64083
As % of all permanent IT jobs advertised in England 30.17% 29.61% 31.57%
Number of salaries quoted 42434 45910 54439
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 22 November 2017.

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 22 November 2017. 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 -70 183 £52,500 -4.55% 10
North of England +25 92 £40,000 -8.05% 9
North West +26 82 £40,000 -8.05% 7
South East +17 59 £45,000 -5.26% 5
Midlands +26 19 £55,000 +15.79% 1
East of England +16 18 £37,500 -16.67% 4
West Midlands +7 17 £55,000 +22.22% 1
Yorkshire +10 9 £40,000 -11.11% 2
South West -2 7 £55,000 +29.41%
East Midlands +31 2 £45,000 -5.26%
North East +3 1 £40,000 +3.23%
Microsoft Analysis Services
UK

For the 6 months to 22 November 2017, IT jobs citing Microsoft Analysis Services also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Microsoft Analysis Services.

1 371 (98.41%) SQL Server
2 370 (98.14%) SQL Server Analysis Services
3 362 (96.02%) SQL
4 350 (92.84%) SQL Server Integration Services
5 339 (89.92%) SQL Server Reporting Services
6 307 (81.43%) Business Intelligence
7 286 (75.86%) T-SQL
8 255 (67.64%) Data Warehouse
9 201 (53.32%) SQL Server 2014
10 172 (45.62%) Microsoft
11 161 (42.71%) SQL Server 2016
12 123 (32.63%) ETL
13 117 (31.03%) Finance
14 77 (20.42%) Performance Tuning
15 70 (18.57%) SQL Server 2012
16 64 (16.98%) Replication
17 63 (16.71%) Power BI
18 60 (15.92%) MDX
19 58 (15.38%) Agile Software Development
20 56 (14.85%) Internet
20 56 (14.85%) SQL Server 2008
21 54 (14.32%) Kimball Methodology
21 54 (14.32%) Migration
22 53 (14.06%) OLAP
23 48 (12.73%) SharePoint
23 48 (12.73%) Clustering
23 48 (12.73%) Microsoft Azure
24 46 (12.20%) Oracle
25 40 (10.61%) Dimensional Modelling
26 37 (9.81%) Tableau

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 48 (12.73%) SharePoint
2 10 (2.65%) SharePoint 2010
3 8 (2.12%) SharePoint 2013
4 4 (1.06%) BizTalk Server
4 4 (1.06%) Gentran
4 4 (1.06%) IIS
4 4 (1.06%) SAS
5 3 (0.80%) WebSphere
6 1 (0.27%) Apache
6 1 (0.27%) CMS
6 1 (0.27%) EPiServer
6 1 (0.27%) Tomcat
Applications
1 33 (8.75%) Microsoft Excel
2 19 (5.04%) Microsoft Office
3 4 (1.06%) Microsoft PowerPoint
4 3 (0.80%) MS Visio
4 3 (0.80%) SPSS
Business Applications
1 9 (2.39%) Dynamics AX
2 4 (1.06%) Cognos Business Intelligence
2 4 (1.06%) Oracle ERP
3 2 (0.53%) Misys Opics
3 2 (0.53%) Softmar
4 1 (0.27%) Cognos TM1
4 1 (0.27%) Dynamics CRM
Cloud Services
1 48 (12.73%) Microsoft Azure
2 29 (7.69%) Amazon AWS
3 17 (4.51%) IaaS
4 7 (1.86%) Cortana Intelligence Suite
4 7 (1.86%) SaaS
5 4 (1.06%) Dynamics 365
6 3 (0.80%) Azure Data Factory
6 3 (0.80%) Azure Machine Learning
6 3 (0.80%) Cloud Computing
6 3 (0.80%) Mimecast
6 3 (0.80%) PaaS
7 1 (0.27%) Office 365
Communications & Networking
1 56 (14.85%) Internet
2 4 (1.06%) Firewall
2 4 (1.06%) FTP
3 2 (0.53%) Intranet
3 2 (0.53%) Kerberos
4 1 (0.27%) SAN
Database & Business Intelligence
1 371 (98.41%) SQL Server
2 370 (98.14%) SQL Server Analysis Services
3 350 (92.84%) SQL Server Integration Services
4 339 (89.92%) SQL Server Reporting Services
5 255 (67.64%) Data Warehouse
6 201 (53.32%) SQL Server 2014
7 161 (42.71%) SQL Server 2016
8 70 (18.57%) SQL Server 2012
9 63 (16.71%) Power BI
10 56 (14.85%) SQL Server 2008
11 53 (14.06%) OLAP
12 36 (9.55%) BusinessObjects
12 36 (9.55%) OLAP Cube
13 30 (7.96%) QlikView
14 29 (7.69%) Relational Database
15 28 (7.43%) Azure SQL Database
16 27 (7.16%) PowerPivot
17 20 (5.31%) NoSQL
17 20 (5.31%) SQL Server 2005
18 17 (4.51%) MySQL
Development Applications
1 32 (8.49%) Team Foundation Server
1 32 (8.49%) Visual Studio
2 16 (4.24%) SQL Server Management Studio (SSMS)
3 4 (1.06%) Git (software)
3 4 (1.06%) Jenkins
4 2 (0.53%) JIRA
4 2 (0.53%) MSTest
4 2 (0.53%) NSubstitute
4 2 (0.53%) Rhino Mocks
4 2 (0.53%) Visual Studio Tools for Office
5 1 (0.27%) Eclipse
5 1 (0.27%) IDA Disassembler
5 1 (0.27%) OllyDbg
5 1 (0.27%) Visual Studio Team System
5 1 (0.27%) VSS/SourceSafe
5 1 (0.27%) WinDbg
General
1 117 (31.03%) Finance
2 35 (9.28%) Advertising
2 35 (9.28%) Marketing
3 33 (8.75%) Banking
4 31 (8.22%) Retail
5 21 (5.57%) Games
6 16 (4.24%) Publishing
7 12 (3.18%) Retail Banking
8 9 (2.39%) Front Office
9 8 (2.12%) Investment Banking
10 6 (1.59%) Telecoms
11 3 (0.80%) Legal
12 2 (0.53%) Back Office
12 2 (0.53%) Electronics
12 2 (0.53%) Law
12 2 (0.53%) Manufacturing
12 2 (0.53%) Pharmaceutical
13 1 (0.27%) Corporate Banking
13 1 (0.27%) Private Banking
Job Titles
1 242 (64.19%) Developer
2 175 (46.42%) SQL Developer
3 159 (42.18%) Business Intelligence Developer
4 129 (34.22%) SQL Server Developer
5 103 (27.32%) SQL BI Developer
6 85 (22.55%) Data Warehouse Developer
7 84 (22.28%) DBA
8 81 (21.49%) SQL Server BI Developer
9 76 (20.16%) SQL Server Data Warehouse Developer
10 75 (19.89%) SQL DBA
11 41 (10.88%) SQL Server DBA
12 35 (9.28%) Business Developer
13 31 (8.22%) Internet Developer
14 26 (6.90%) Analyst
15 25 (6.63%) Consultant
16 20 (5.31%) Administrator
17 17 (4.51%) SSIS Developer
17 17 (4.51%) SSRS Developer
18 14 (3.71%) SSAS Developer
19 11 (2.92%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 60 (15.92%) MDX
2 27 (7.16%) .NET
3 5 (1.33%) ASP.NET
3 5 (1.33%) Web Services
3 5 (1.33%) XML
4 4 (1.06%) ASP.NET MVC
4 4 (1.06%) JSON
5 3 (0.80%) jQuery
5 3 (0.80%) REST
6 2 (0.53%) .NET Framework
6 2 (0.53%) Entity Framework
7 1 (0.27%) ASP.NET MVC 3
7 1 (0.27%) ASP.NET Web Forms
7 1 (0.27%) COM
7 1 (0.27%) CSS
7 1 (0.27%) HTML
7 1 (0.27%) JDBC
7 1 (0.27%) ODBC
Miscellaneous
1 64 (16.98%) Replication
2 48 (12.73%) Clustering
3 31 (8.22%) Analytical Skills
4 26 (6.90%) Fintech
5 16 (4.24%) Blog
6 12 (3.18%) BBC
6 12 (3.18%) Social Media
7 6 (1.59%) Computer Science
7 6 (1.59%) Equities
7 6 (1.59%) Greenfield Project
8 5 (1.33%) Credit Risk
8 5 (1.33%) Management Information System
9 4 (1.06%) Data Structures
9 4 (1.06%) NHS
10 3 (0.80%) Enterprise Software
11 2 (0.53%) Algorithms
12 1 (0.27%) Fixed Income
12 1 (0.27%) Foreign Exchange (FX)
12 1 (0.27%) iPad
12 1 (0.27%) Private Cloud
Operating Systems
1 36 (9.55%) Windows
2 26 (6.90%) Windows Server
3 9 (2.39%) Linux
4 7 (1.86%) Windows Server 2008
5 5 (1.33%) Windows Server 2012
6 3 (0.80%) Unix
7 2 (0.53%) Windows 7
Processes & Methodologies
1 307 (81.43%) Business Intelligence
2 123 (32.63%) ETL
3 77 (20.42%) Performance Tuning
4 58 (15.38%) Agile Software Development
5 54 (14.32%) Kimball Methodology
5 54 (14.32%) Migration
6 40 (10.61%) Dimensional Modelling
7 35 (9.28%) High Availability
8 31 (8.22%) Disaster Recovery
9 30 (7.96%) Data Modelling
10 28 (7.43%) Wealth Management
11 27 (7.16%) Analytics
12 26 (6.90%) Asset Management
13 21 (5.57%) Data Analysis
13 21 (5.57%) Visualisation
14 20 (5.31%) Business Analysis
14 20 (5.31%) Presales
15 18 (4.77%) Capacity Planning
15 18 (4.77%) Data Protection
15 18 (4.77%) Scrum
Programming Languages
1 362 (96.02%) SQL
2 286 (75.86%) T-SQL
3 21 (5.57%) PowerShell
4 16 (4.24%) C#
5 11 (2.92%) VB
5 11 (2.92%) VBScript
6 8 (2.12%) VB.NET
7 7 (1.86%) Data Analysis Expressions (DAX)
8 5 (1.33%) R
9 4 (1.06%) ActionScript
9 4 (1.06%) ActionScript 2.0
9 4 (1.06%) C
9 4 (1.06%) PL/SQL
9 4 (1.06%) VBA
10 3 (0.80%) Korn
10 3 (0.80%) Perl
11 2 (0.53%) JavaScript
11 2 (0.53%) Python
12 1 (0.27%) C++
Qualifications
1 34 (9.02%) Degree
2 22 (5.84%) Microsoft Certification
3 12 (3.18%) Security Cleared
4 8 (2.12%) DV Cleared
5 5 (1.33%) Computer Science Degree
5 5 (1.33%) MCITP
6 4 (1.06%) SC Cleared
7 3 (0.80%) ITIL Certification
7 3 (0.80%) MCP
7 3 (0.80%) MCTS
8 2 (0.53%) Master's Degree
8 2 (0.53%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 20 (5.31%) Data Quality
2 8 (2.12%) QA
3 6 (1.59%) SEPA
4 3 (0.80%) Cyber Essentials
4 3 (0.80%) ISO/IEC 27001
5 2 (0.53%) SLA
System Software
1 6 (1.59%) Active Directory
2 2 (0.53%) VMware Infrastructure
3 1 (0.27%) Snort
3 1 (0.27%) Virtual Machines
Systems Management
1 15 (3.98%) Perfmon
2 14 (3.71%) Failover Clustering
3 5 (1.33%) SCOM
4 4 (1.06%) Ansible
4 4 (1.06%) SCCM
5 1 (0.27%) Microsoft Clustering
Vendors
1 172 (45.62%) Microsoft
2 46 (12.20%) Oracle
3 37 (9.81%) Facebook
3 37 (9.81%) Tableau
4 30 (7.96%) Sybase
5 22 (5.84%) Cognos
6 12 (3.18%) Apple
6 12 (3.18%) Google
6 12 (3.18%) SAP
6 12 (3.18%) Sony
6 12 (3.18%) Yahoo!
7 11 (2.92%) RedGate
8 9 (2.39%) Bloomberg
8 9 (2.39%) Calypso
8 9 (2.39%) Murex
8 9 (2.39%) Reuters
9 8 (2.12%) IBM
10 4 (1.06%) Cognizant
10 4 (1.06%) TOWER Software
10 4 (1.06%) Vertica