Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK > England
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 815 816 769
Rank change year-on-year +1 -47 -137
Permanent jobs citing Microsoft Analysis Services 311 369 457
As % of all permanent IT jobs advertised in England 0.21% 0.22% 0.26%
As % of the Database & Business Intelligence category 0.71% 0.73% 0.87%
Number of salaries quoted 282 328 427
England median annual salary £52,500 £46,500 £50,000
Median salary % change year-on-year +12.90% -7.00% +2.13%
10th Percentile £34,750 £33,750 £37,500
90th Percentile £76,250 £70,000 £67,500
UK median annual salary £52,500 £47,250 £50,000
% change year-on-year +11.11% -5.50% +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 43,915 50,443 52,716
As % of all permanent IT jobs advertised in England 29.11% 30.17% 29.61%
Number of salaries quoted 36,325 41,895 45,487
England median annual salary £51,500 £50,000 £47,500
Median salary % change year-on-year +3.00% +5.26% +5.56%
10th Percentile £31,250 £30,000 £29,000
90th Percentile £85,000 £77,500 £77,500
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 19 November 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 19 November 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 +62 188 £60,000 +14.29% 16
South East -2 36 £60,000 +33.33% 15
Midlands +31 31 £42,500 -22.73% 10
East of England +39 30 £40,000 +6.67% 9
North of England -38 22 £47,500 +18.75% 6
East Midlands +23 19 £42,500 -5.56% 5
North West -54 15 £45,000 +12.50% 4
West Midlands +25 12 £38,816 -29.43% 5
South West +1 11 £40,000 -27.27% 11
Yorkshire +25 7 £62,500 +56.25% 2
Microsoft Analysis Services
UK

For the 6 months to 19 November 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.

1 306 (98.39%) SQL Server Analysis Services
2 290 (93.25%) SQL Server
3 276 (88.75%) SQL Server Integration Services
4 265 (85.21%) Business Intelligence
5 263 (84.57%) SQL
6 247 (79.42%) SQL Server Reporting Services
7 214 (68.81%) Data Warehouse
8 206 (66.24%) Microsoft
9 168 (54.02%) ETL
10 167 (53.70%) T-SQL
11 145 (46.62%) Power BI
12 104 (33.44%) Analytics
13 97 (31.19%) Finance
14 91 (29.26%) Microsoft Azure
15 90 (28.94%) Agile Software Development
16 89 (28.62%) Tableau
17 76 (24.44%) C#
18 70 (22.51%) Microsoft Excel
19 66 (21.22%) Kimball Methodology
19 66 (21.22%) SQL Server 2016
20 64 (20.58%) OLAP
21 62 (19.94%) Azure SQL Database
22 60 (19.29%) Data Lake
22 60 (19.29%) Azure Data Factory
23 58 (18.65%) Data Modelling
24 57 (18.33%) SQL Server 2014
25 50 (16.08%) Data Management
26 48 (15.43%) SQL Server 2008
27 46 (14.79%) Degree
28 45 (14.47%) MDX

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 36 (11.58%) SharePoint
2 25 (8.04%) SAS
3 10 (3.22%) Confluence
4 6 (1.93%) IIS
4 6 (1.93%) SharePoint 2013
5 5 (1.61%) SharePoint 2010
6 4 (1.29%) WebSphere
7 2 (0.64%) BizTalk Server
8 1 (0.32%) Apache
8 1 (0.32%) Apache Spark
Applications
1 70 (22.51%) Microsoft Excel
2 5 (1.61%) MS Visio
3 4 (1.29%) Microsoft Office
4 2 (0.64%) Spreadsheet
5 1 (0.32%) InfoPath
5 1 (0.32%) SPSS
5 1 (0.32%) Stata
Business Applications
1 9 (2.89%) Cognos Business Intelligence
1 9 (2.89%) Cognos TM1
2 3 (0.96%) Dynamics AX
3 2 (0.64%) Carpe Diem
3 2 (0.64%) Elite 3E
4 1 (0.32%) Maximo
4 1 (0.32%) MetaTrader
Cloud Services
1 91 (29.26%) Microsoft Azure
2 60 (19.29%) Azure Data Factory
3 31 (9.97%) Data Lake Analytics
3 31 (9.97%) PaaS
4 12 (3.86%) Amazon AWS
4 12 (3.86%) Azure Machine Learning
4 12 (3.86%) SaaS
5 3 (0.96%) IaaS
6 2 (0.64%) Dynamics 365
7 1 (0.32%) Cloud Computing
7 1 (0.32%) Google Analytics
Communications & Networking
1 7 (2.25%) Internet
Database & Business Intelligence
1 306 (98.39%) SQL Server Analysis Services
2 290 (93.25%) SQL Server
3 276 (88.75%) SQL Server Integration Services
4 247 (79.42%) SQL Server Reporting Services
5 214 (68.81%) Data Warehouse
6 145 (46.62%) Power BI
7 66 (21.22%) SQL Server 2016
8 64 (20.58%) OLAP
9 62 (19.94%) Azure SQL Database
10 60 (19.29%) Data Lake
11 57 (18.33%) SQL Server 2014
12 48 (15.43%) SQL Server 2008
13 45 (14.47%) Azure SQL Data Warehouse
14 38 (12.22%) SQL Server 2012
15 34 (10.93%) Big Data
16 32 (10.29%) QlikView
17 30 (9.65%) OLAP Cube
18 21 (6.75%) Cosmos DB
19 20 (6.43%) Data Mining
19 20 (6.43%) Relational Database
Development Applications
1 32 (10.29%) Visual Studio
2 15 (4.82%) Git (software)
2 15 (4.82%) SQL Server Management Studio (SSMS)
3 13 (4.18%) Team Foundation Server
4 11 (3.54%) JIRA
5 5 (1.61%) Subversion
6 2 (0.64%) RStudio
6 2 (0.64%) Visual Studio Team System
7 1 (0.32%) TestRail
7 1 (0.32%) Xcode
7 1 (0.32%) Zephyr
General
1 97 (31.19%) Finance
2 35 (11.25%) Banking
3 28 (9.00%) Retail
4 23 (7.40%) Marketing
5 16 (5.14%) Advertising
5 16 (5.14%) Investment Banking
6 7 (2.25%) Pharmaceutical
7 3 (0.96%) Games
8 2 (0.64%) Law
8 2 (0.64%) Manufacturing
8 2 (0.64%) Telecoms
9 1 (0.32%) Front Office
Job Titles
1 172 (55.31%) Developer
2 115 (36.98%) Business Intelligence Developer
3 79 (25.40%) SQL Developer
4 52 (16.72%) SQL BI Developer
5 48 (15.43%) Consultant
6 47 (15.11%) Data Warehouse Developer
7 35 (11.25%) DBA
8 34 (10.93%) SQL Server Developer
9 32 (10.29%) SQL DBA
10 30 (9.65%) SSAS Developer
11 28 (9.00%) Business Intelligence Consultant
12 27 (8.68%) Analyst
13 26 (8.36%) SSIS Developer
14 24 (7.72%) Business Developer
15 23 (7.40%) Microsoft Consultant
16 22 (7.07%) Senior Developer
17 19 (6.11%) SQL Server BI Developer
17 19 (6.11%) SQL Server DBA
18 18 (5.79%) Architect
19 17 (5.47%) Data Consultant
Libraries, Frameworks & Software Standards
1 45 (14.47%) .NET
1 45 (14.47%) MDX
2 18 (5.79%) JSON
3 17 (5.47%) HTML
4 16 (5.14%) CSS
5 15 (4.82%) HTML5
6 10 (3.22%) XML
7 6 (1.93%) Web Services
8 4 (1.29%) COM
9 3 (0.96%) ASP.NET
9 3 (0.96%) REST
10 2 (0.64%) jQuery
10 2 (0.64%) LAMP
10 2 (0.64%) WPF
11 1 (0.32%) .NET Framework
11 1 (0.32%) Ajax
11 1 (0.32%) LINQ
11 1 (0.32%) WCF
11 1 (0.32%) WinForms
11 1 (0.32%) XSLT
Miscellaneous
1 35 (11.25%) Analytical Skills
2 24 (7.72%) Replication
3 21 (6.75%) Clustering
4 12 (3.86%) Data Structures
5 11 (3.54%) Greenfield Project
6 10 (3.22%) Management Information System
6 10 (3.22%) Reinsurance
7 7 (2.25%) Life Science
7 7 (2.25%) Mobile App
8 6 (1.93%) Computer Science
8 6 (1.93%) Fintech
8 6 (1.93%) Self-Motivation
9 2 (0.64%) Hedge funds
9 2 (0.64%) NHS
10 1 (0.32%) Tandem
Operating Systems
1 8 (2.57%) Apple iOS
2 7 (2.25%) Windows
3 3 (0.96%) Windows Server
4 2 (0.64%) Windows Server 2008
4 2 (0.64%) Windows Server 2012
5 1 (0.32%) Linux
Processes & Methodologies
1 265 (85.21%) Business Intelligence
2 168 (54.02%) ETL
3 104 (33.44%) Analytics
4 90 (28.94%) Agile Software Development
5 66 (21.22%) Kimball Methodology
6 58 (18.65%) Data Modelling
7 50 (16.08%) Data Management
8 44 (14.15%) Visualisation
9 42 (13.50%) Dimensional Modelling
10 39 (12.54%) Data Science
11 36 (11.58%) Performance Tuning
12 33 (10.61%) Data Analysis
12 33 (10.61%) ETL Development
13 28 (9.00%) Data Analytics
14 26 (8.36%) Business Analysis
15 25 (8.04%) Machine Learning
16 24 (7.72%) Problem-Solving
17 22 (7.07%) Data Integration
17 22 (7.07%) Presales
18 21 (6.75%) Data Governance
Programming Languages
1 263 (84.57%) SQL
2 167 (53.70%) T-SQL
3 76 (24.44%) C#
4 43 (13.83%) Data Analysis Expressions (DAX)
5 32 (10.29%) R
6 27 (8.68%) PowerShell
7 25 (8.04%) Python
8 23 (7.40%) U-SQL
9 19 (6.11%) JavaScript
10 16 (5.14%) VBA
11 14 (4.50%) Java
12 5 (1.61%) PHP
13 2 (0.64%) VB
14 1 (0.32%) Bash Shell
14 1 (0.32%) MATLAB
14 1 (0.32%) Objective-C
14 1 (0.32%) Shell Script
14 1 (0.32%) VB.NET
14 1 (0.32%) VBScript
Qualifications
1 46 (14.79%) Degree
2 22 (7.07%) Microsoft Certification
3 6 (1.93%) MCSE
4 5 (1.61%) MCT
5 4 (1.29%) MCSA
6 3 (0.96%) Security Cleared
7 2 (0.64%) DV Cleared
7 2 (0.64%) Master's Degree
8 1 (0.32%) ISTQB
8 1 (0.32%) MCITP
8 1 (0.32%) MCTS
8 1 (0.32%) Numerate Degree
Quality Assurance & Compliance
1 25 (8.04%) Data Quality
2 21 (6.75%) QA
3 14 (4.50%) SLA
4 4 (1.29%) Cyber Essentials
4 4 (1.29%) GDPR
4 4 (1.29%) ISO/IEC 27001
5 1 (0.32%) PCI DSS
5 1 (0.32%) Sarbanes-Oxley
System Software
1 2 (0.64%) VMware Infrastructure
2 1 (0.32%) Active Directory
Systems Management
1 3 (0.96%) Failover Clustering
1 3 (0.96%) Microsoft Clustering
2 2 (0.64%) Galera Cluster
2 2 (0.64%) Perfmon
3 1 (0.32%) Control-M
3 1 (0.32%) HP ALM
Vendors
1 206 (66.24%) Microsoft
2 89 (28.62%) Tableau
3 17 (5.47%) Oracle
4 14 (4.50%) Cognos
5 11 (3.54%) SAP
6 7 (2.25%) Facebook
6 7 (2.25%) IBM
6 7 (2.25%) MicroStrategy
7 5 (1.61%) Databricks
7 5 (1.61%) Nintex
7 5 (1.61%) Salesforce.com
8 3 (0.96%) Google
9 2 (0.64%) Aderant
9 2 (0.64%) Alteryx
9 2 (0.64%) Informatica
9 2 (0.64%) RedGate
9 2 (0.64%) SolarWinds
9 2 (0.64%) Talend
9 2 (0.64%) Veeam
9 2 (0.64%) VMware