Period
to 20 May 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 20 May 2018 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK > England
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 785 768 783
Rank change year-on-year -17 +15 -158
Permanent jobs citing Microsoft Analysis Services 368 392 497
As % of all permanent IT jobs advertised in England 0.23% 0.24% 0.26%
As % of the Database & Business Intelligence category 0.74% 0.80% 0.85%
Number of salaries quoted 331 353 458
England median annual salary £48,000 £45,000 £47,500
Median salary % change year-on-year +6.67% -5.26% -
10th Percentile £33,750 £33,750 £32,500
90th Percentile £65,000 £70,000 £66,250
UK median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +1.06%

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 49,438 49,284 58,690
As % of all permanent IT jobs advertised in England 30.72% 30.67% 31.05%
Number of salaries quoted 40,837 42,283 50,573
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 £29,000
90th Percentile £81,250 £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 20 May 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 20 May 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 +9 177 £52,500 -8.70% 22
South East -33 69 £45,000 -10.00% 5
North of England -49 35 £42,500 +6.25% 3
East of England +17 34 £40,000 - 4
Midlands +3 29 £45,000 - 5
North West -43 27 £40,000 - 3
South West +4 22 £39,500 -7.06% 2
West Midlands +10 15 £47,500 +5.56% 2
East Midlands +2 14 £42,250 +15.75% 3
Yorkshire +15 8 £45,000 +9.09%
Microsoft Analysis Services
UK

For the 6 months to 20 May 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.

1 358 (97.28%) SQL Server Analysis Services
2 355 (96.47%) SQL Server
3 327 (88.86%) SQL
3 327 (88.86%) SQL Server Integration Services
4 304 (82.61%) Business Intelligence
5 299 (81.25%) SQL Server Reporting Services
6 272 (73.91%) Data Warehouse
7 249 (67.66%) T-SQL
8 212 (57.61%) Microsoft
9 159 (43.21%) SQL Server 2016
10 137 (37.23%) SQL Server 2014
11 110 (29.89%) Power BI
12 103 (27.99%) ETL
13 97 (26.36%) Finance
14 76 (20.65%) Analytics
15 60 (16.30%) Microsoft Azure
16 59 (16.03%) Replication
17 51 (13.86%) Agile Software Development
17 51 (13.86%) Tableau
18 47 (12.77%) Performance Tuning
19 46 (12.50%) Kimball Methodology
20 45 (12.23%) Relational Database
21 41 (11.14%) Advertising
21 41 (11.14%) Problem-Solving
22 39 (10.60%) Clustering
22 39 (10.60%) .NET
23 37 (10.05%) Data Modelling
24 36 (9.78%) Internet
24 36 (9.78%) C#
24 36 (9.78%) Asset Management

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 18 (4.89%) SharePoint
2 11 (2.99%) IIS
3 8 (2.17%) BizTalk Server
4 7 (1.90%) Oracle SOA Suite
5 4 (1.09%) Gentran
6 3 (0.82%) SAS
6 3 (0.82%) SharePoint Server
7 1 (0.27%) SharePoint 2013
Applications
1 27 (7.34%) Microsoft Excel
2 8 (2.17%) Microsoft Office
3 3 (0.82%) Microsoft PowerPoint
4 2 (0.54%) Spreadsheet
5 1 (0.27%) MS Visio
Business Applications
1 11 (2.99%) MetaTrader
2 8 (2.17%) Dynamics AX
3 4 (1.09%) Cognos Business Intelligence
3 4 (1.09%) Cognos TM1
3 4 (1.09%) Dynamics NAV
3 4 (1.09%) Oracle Receivables
4 2 (0.54%) Dynamics CRM
5 1 (0.27%) Carpe Diem
5 1 (0.27%) Oracle ERP
Cloud Services
1 60 (16.30%) Microsoft Azure
2 24 (6.52%) SaaS
3 23 (6.25%) Azure Data Factory
4 16 (4.35%) Azure Machine Learning
5 15 (4.08%) PaaS
6 10 (2.72%) Office 365
7 6 (1.63%) Dynamics 365
8 4 (1.09%) Amazon AWS
8 4 (1.09%) Amazon EC2
8 4 (1.09%) Amazon S3
8 4 (1.09%) Cortana Intelligence Suite
8 4 (1.09%) IaaS
9 3 (0.82%) Azure Active Directory
9 3 (0.82%) Cloud Computing
9 3 (0.82%) OneDrive
10 2 (0.54%) Data Lake Analytics
10 2 (0.54%) Google Analytics
Communications & Networking
1 36 (9.78%) Internet
2 6 (1.63%) FTP
3 3 (0.82%) SMS
4 2 (0.54%) SAN
5 1 (0.27%) Firewall
Database & Business Intelligence
1 358 (97.28%) SQL Server Analysis Services
2 355 (96.47%) SQL Server
3 327 (88.86%) SQL Server Integration Services
4 299 (81.25%) SQL Server Reporting Services
5 272 (73.91%) Data Warehouse
6 159 (43.21%) SQL Server 2016
7 137 (37.23%) SQL Server 2014
8 110 (29.89%) Power BI
9 45 (12.23%) Relational Database
10 34 (9.24%) OLAP
11 30 (8.15%) SQL Server 2012
12 29 (7.88%) Big Data
13 26 (7.07%) SQL Server 2008
14 24 (6.52%) Data Mining
14 24 (6.52%) MySQL
15 19 (5.16%) Data Lake
16 15 (4.08%) Azure SQL Database
16 15 (4.08%) QlikView
17 14 (3.80%) Azure SQL Data Warehouse
17 14 (3.80%) BusinessObjects
Development Applications
1 16 (4.35%) Team Foundation Server
2 14 (3.80%) Visual Studio
3 12 (3.26%) SQL Server Management Studio (SSMS)
4 6 (1.63%) Git (software)
4 6 (1.63%) JIRA
5 4 (1.09%) Visual Studio Team System
6 3 (0.82%) RStudio
6 3 (0.82%) Subversion
7 2 (0.54%) Octopus Deploy
7 2 (0.54%) Xcode
8 1 (0.27%) ERwin
8 1 (0.27%) Selenium
General
1 97 (26.36%) Finance
2 41 (11.14%) Advertising
3 36 (9.78%) Marketing
4 11 (2.99%) Retail
5 7 (1.90%) Games
6 5 (1.36%) Front Office
6 5 (1.36%) Legal
7 4 (1.09%) Back Office
8 3 (0.82%) Publishing
9 2 (0.54%) Billing
9 2 (0.54%) Financial Institution
9 2 (0.54%) Law
10 1 (0.27%) Banking
10 1 (0.27%) Investment Banking
Job Titles
1 217 (58.97%) Developer
2 151 (41.03%) SQL Developer
3 129 (35.05%) Business Intelligence Developer
4 105 (28.53%) SQL Server Developer
5 88 (23.91%) SQL BI Developer
6 76 (20.65%) Data Warehouse Developer
7 71 (19.29%) SQL Server BI Developer
8 63 (17.12%) SQL Server Data Warehouse Developer
9 55 (14.95%) DBA
10 44 (11.96%) SQL DBA
11 37 (10.05%) Analyst
12 29 (7.88%) SQL Server DBA
13 27 (7.34%) Internet Developer
14 22 (5.98%) Microsoft Developer
15 19 (5.16%) Consultant
16 18 (4.89%) SSIS Developer
17 17 (4.62%) Business Intelligence Lead
18 15 (4.08%) Architect
18 15 (4.08%) Senior Analyst
19 13 (3.53%) Senior Developer
Libraries, Frameworks & Software Standards
1 39 (10.60%) .NET
2 32 (8.70%) MDX
3 21 (5.71%) ASP.NET
4 18 (4.89%) XML
5 17 (4.62%) REST
6 12 (3.26%) HTML
7 11 (2.99%) Web Services
8 10 (2.72%) SOAP
9 9 (2.45%) CSS
9 9 (2.45%) HTML5
9 9 (2.45%) jQuery
10 7 (1.90%) LAMP
11 5 (1.36%) WPF
12 4 (1.09%) CSS3
13 3 (0.82%) AngularJS
13 3 (0.82%) ASP.NET MVC
14 2 (0.54%) ASP.NET Web Forms
14 2 (0.54%) KnockoutJS
14 2 (0.54%) Razor View Engine
14 2 (0.54%) WCF
Miscellaneous
1 59 (16.03%) Replication
2 39 (10.60%) Clustering
3 36 (9.78%) Analytical Skills
4 34 (9.24%) Fintech
5 13 (3.53%) Management Information System
6 10 (2.72%) Data Structures
6 10 (2.72%) Foreign Exchange (FX)
6 10 (2.72%) Greenfield Project
7 8 (2.17%) Enterprise Software
7 8 (2.17%) Self-Motivation
7 8 (2.17%) Spread Betting
8 7 (1.90%) Computer Science
8 7 (1.90%) Virtual Team
9 4 (1.09%) Public Cloud
10 3 (0.82%) Data Centre
11 2 (0.54%) Smart Energy
11 2 (0.54%) Smart Meter
12 1 (0.27%) Algorithms
12 1 (0.27%) Hedge funds
12 1 (0.27%) Private Cloud
Operating Systems
1 20 (5.43%) Windows
2 11 (2.99%) Windows Server
3 9 (2.45%) Windows Server 2008
3 9 (2.45%) Windows Server 2012
4 4 (1.09%) Linux
5 2 (0.54%) Apple iOS
Processes & Methodologies
1 304 (82.61%) Business Intelligence
2 103 (27.99%) ETL
3 76 (20.65%) Analytics
4 51 (13.86%) Agile Software Development
5 47 (12.77%) Performance Tuning
6 46 (12.50%) Kimball Methodology
7 41 (11.14%) Problem-Solving
8 37 (10.05%) Data Modelling
9 36 (9.78%) Asset Management
9 36 (9.78%) Data Analysis
10 34 (9.24%) Data Integration
10 34 (9.24%) Wealth Management
11 32 (8.70%) Visualisation
12 27 (7.34%) Data Science
13 26 (7.07%) Data Analytics
13 26 (7.07%) Dimensional Modelling
14 24 (6.52%) Machine Learning
15 23 (6.25%) Master Data Management
16 22 (5.98%) Disaster Recovery
16 22 (5.98%) Migration
Programming Languages
1 327 (88.86%) SQL
2 249 (67.66%) T-SQL
3 36 (9.78%) C#
4 21 (5.71%) Data Analysis Expressions (DAX)
5 20 (5.43%) PowerShell
5 20 (5.43%) R
6 18 (4.89%) JavaScript
7 11 (2.99%) VBA
8 7 (1.90%) PL/SQL
8 7 (1.90%) VB.NET
9 6 (1.63%) Python
10 5 (1.36%) VB
11 4 (1.09%) ActionScript
11 4 (1.09%) ActionScript 2.0
11 4 (1.09%) Shell Script
11 4 (1.09%) U-SQL
12 3 (0.82%) C
12 3 (0.82%) Java
12 3 (0.82%) PHP
12 3 (0.82%) XAML
Qualifications
1 17 (4.62%) Degree
2 8 (2.17%) Microsoft Certification
3 7 (1.90%) ITIL Certification
3 7 (1.90%) Postgraduate
4 6 (1.63%) Security Cleared
5 4 (1.09%) Numerate Degree
6 2 (0.54%) DV Cleared
7 1 (0.27%) Computer Science Degree
7 1 (0.27%) Master's Degree
7 1 (0.27%) MCITP
7 1 (0.27%) MCSA
7 1 (0.27%) MCTS
7 1 (0.27%) PhD
Quality Assurance & Compliance
1 22 (5.98%) Data Quality
2 3 (0.82%) GDPR
2 3 (0.82%) SLA
3 2 (0.54%) QA
4 1 (0.27%) Basel III
4 1 (0.27%) CRD IV
System Software
1 11 (2.99%) Active Directory
2 2 (0.54%) VMware Infrastructure
Systems Management
1 7 (1.90%) Galera Cluster
2 4 (1.09%) CloudHub
2 4 (1.09%) Failover Clustering
3 2 (0.54%) HP ALM
4 1 (0.27%) Control-M
4 1 (0.27%) Opscode Chef
4 1 (0.27%) Puppet
4 1 (0.27%) SCCM
4 1 (0.27%) SCOM
Vendors
1 212 (57.61%) Microsoft
2 51 (13.86%) Tableau
3 26 (7.07%) Facebook
4 25 (6.79%) Oracle
5 14 (3.80%) Cognos
6 12 (3.26%) SAP
7 5 (1.36%) Vertica
8 4 (1.09%) CA
8 4 (1.09%) Cognizant
8 4 (1.09%) MuleSoft
8 4 (1.09%) RedGate
9 3 (0.82%) Google
10 2 (0.54%) HP
10 2 (0.54%) TOWER Software
10 2 (0.54%) VMware
11 1 (0.27%) Aderant
11 1 (0.27%) Alteryx
11 1 (0.27%) IBM
11 1 (0.27%) MicroStrategy
11 1 (0.27%) Salesforce.com