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

Microsoft Analysis Services
UK
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 796 791 747
Rank change year-on-year -5 -44 -78
Permanent jobs citing Microsoft Analysis Services 411 405 597
As % of all permanent IT jobs advertised in the UK 0.23% 0.24% 0.29%
As % of the Database & Business Intelligence category 0.76% 0.77% 0.93%
Number of salaries quoted 369 368 523
UK median annual salary £48,000 £45,000 £47,500
Median salary % change year-on-year +6.67% -5.26% +0.53%
10th Percentile £33,750 £33,750 £32,500
90th Percentile £65,000 £67,500 £66,250
UK excluding London median annual salary £43,750 £42,500 £45,000
% change year-on-year +2.94% -5.56% +9.76%

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 54,319 52,597 64,519
As % of all permanent IT jobs advertised in the UK 30.63% 30.58% 31.48%
Number of salaries quoted 45,299 44,843 54,827
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £29,698 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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 19 April 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 19 April 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 +9 388 £47,500 +5.56% 43
UK excluding London -34 219 £43,750 +2.94% 33
London +24 178 £52,500 -8.70% 12
South East -39 82 £45,000 -5.26% 6
North of England -17 50 £40,500 +1.25% 11
North West -30 41 £40,000 - 8
East of England +12 34 £40,000 -11.11% 3
Midlands -5 26 £47,500 +5.56% 7
South West -3 17 £53,750 +26.47% 4
West Midlands -14 17 £47,500 +5.56% 4
Wales +8 11 £60,000 +37.14% 1
East Midlands -1 9 £42,500 +6.25% 3
Yorkshire +10 8 £45,000 +5.88% 2
Scotland -22 6 £31,000 - 1
North East -27 1 £40,000 +10.34% 1

For the 6 months to 19 April 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.

1 402 (97.81%) SQL Server Analysis Services
2 401 (97.57%) SQL Server
3 377 (91.73%) SQL
4 374 (91.00%) SQL Server Integration Services
5 347 (84.43%) SQL Server Reporting Services
6 344 (83.70%) Business Intelligence
7 305 (74.21%) Data Warehouse
8 279 (67.88%) T-SQL
9 222 (54.01%) Microsoft
10 185 (45.01%) SQL Server 2016
11 168 (40.88%) SQL Server 2014
12 113 (27.49%) Power BI
13 111 (27.01%) ETL
14 109 (26.52%) Finance
15 75 (18.25%) Microsoft Azure
16 70 (17.03%) Analytics
17 64 (15.57%) Agile Software Development
18 61 (14.84%) Replication
19 58 (14.11%) Performance Tuning
20 55 (13.38%) Tableau
21 52 (12.65%) Internet
22 48 (11.68%) Kimball Methodology
23 47 (11.44%) Advertising
24 45 (10.95%) Clustering
24 45 (10.95%) Asset Management
24 45 (10.95%) SQL Server 2012
24 45 (10.95%) Problem-Solving
25 44 (10.71%) Wealth Management
26 43 (10.46%) Fintech
27 42 (10.22%) Visualisation

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 20 (4.87%) SharePoint
2 8 (1.95%) IIS
3 7 (1.70%) BizTalk Server
3 7 (1.70%) Oracle SOA Suite
4 3 (0.73%) Gentran
4 3 (0.73%) SAS
4 3 (0.73%) SharePoint Server
5 1 (0.24%) SharePoint 2010
5 1 (0.24%) SharePoint 2013
Applications
1 29 (7.06%) Microsoft Excel
2 10 (2.43%) Microsoft Office
3 6 (1.46%) Microsoft PowerPoint
4 2 (0.49%) Spreadsheet
5 1 (0.24%) MS Visio
5 1 (0.24%) SPSS
Business Applications
1 7 (1.70%) Dynamics AX
1 7 (1.70%) MetaTrader
2 4 (0.97%) Dynamics NAV
2 4 (0.97%) Oracle ERP
3 3 (0.73%) Oracle Receivables
4 2 (0.49%) Dynamics CRM
5 1 (0.24%) Carpe Diem
Cloud Services
1 75 (18.25%) Microsoft Azure
2 31 (7.54%) Azure Data Factory
3 26 (6.33%) SaaS
4 24 (5.84%) PaaS
5 15 (3.65%) Amazon AWS
6 13 (3.16%) Azure Machine Learning
7 10 (2.43%) Office 365
8 6 (1.46%) Dynamics 365
9 4 (0.97%) Cortana Intelligence Suite
9 4 (0.97%) IaaS
10 3 (0.73%) Amazon EC2
10 3 (0.73%) Amazon S3
10 3 (0.73%) Azure Active Directory
10 3 (0.73%) Cloud Computing
10 3 (0.73%) OneDrive
11 2 (0.49%) Data Lake Analytics
12 1 (0.24%) Google Analytics
Communications & Networking
1 52 (12.65%) Internet
2 5 (1.22%) FTP
3 3 (0.73%) SAN
4 2 (0.49%) SMS
Database & Business Intelligence
1 402 (97.81%) SQL Server Analysis Services
2 401 (97.57%) SQL Server
3 374 (91.00%) SQL Server Integration Services
4 347 (84.43%) SQL Server Reporting Services
5 305 (74.21%) Data Warehouse
6 185 (45.01%) SQL Server 2016
7 168 (40.88%) SQL Server 2014
8 113 (27.49%) Power BI
9 45 (10.95%) SQL Server 2012
10 42 (10.22%) OLAP
11 33 (8.03%) Relational Database
12 30 (7.30%) Big Data
12 30 (7.30%) SQL Server 2008
13 24 (5.84%) Azure SQL Database
13 24 (5.84%) MySQL
14 23 (5.60%) Azure SQL Data Warehouse
15 18 (4.38%) Data Lake
16 17 (4.14%) Data Mining
17 16 (3.89%) OLAP Cube
18 15 (3.65%) PowerPivot
Development Applications
1 21 (5.11%) Team Foundation Server
2 19 (4.62%) Visual Studio
3 11 (2.68%) SQL Server Management Studio (SSMS)
4 7 (1.70%) JIRA
5 5 (1.22%) Git (software)
5 5 (1.22%) Visual Studio Team System
6 4 (0.97%) RStudio
7 3 (0.73%) Subversion
8 2 (0.49%) Octopus Deploy
9 1 (0.24%) ERwin
9 1 (0.24%) Selenium
9 1 (0.24%) VSS/SourceSafe
General
1 109 (26.52%) Finance
2 47 (11.44%) Advertising
3 37 (9.00%) Marketing
4 12 (2.92%) Retail
5 7 (1.70%) Games
5 7 (1.70%) Legal
6 6 (1.46%) Banking
6 6 (1.46%) Front Office
7 3 (0.73%) Back Office
7 3 (0.73%) Publishing
8 2 (0.49%) Billing
8 2 (0.49%) Financial Institution
8 2 (0.49%) Law
8 2 (0.49%) Telecoms
9 1 (0.24%) Corporate Banking
9 1 (0.24%) Investment Banking
9 1 (0.24%) Private Banking
9 1 (0.24%) Retail Banking
Job Titles
1 252 (61.31%) Developer
2 179 (43.55%) SQL Developer
3 157 (38.20%) Business Intelligence Developer
4 127 (30.90%) SQL Server Developer
5 104 (25.30%) SQL BI Developer
6 86 (20.92%) Data Warehouse Developer
7 83 (20.19%) SQL Server BI Developer
8 75 (18.25%) DBA
9 74 (18.00%) SQL Server Data Warehouse Developer
10 66 (16.06%) SQL DBA
11 44 (10.71%) SQL Server DBA
12 38 (9.25%) Analyst
12 38 (9.25%) Internet Developer
13 27 (6.57%) Consultant
14 25 (6.08%) Microsoft Developer
15 21 (5.11%) SSIS Developer
16 20 (4.87%) Business Intelligence Consultant
17 19 (4.62%) Microsoft BI Developer
17 19 (4.62%) Microsoft Consultant
18 17 (4.14%) Azure Consultant
Libraries, Frameworks & Software Standards
1 38 (9.25%) .NET
2 36 (8.76%) MDX
3 18 (4.38%) ASP.NET
4 17 (4.14%) REST
5 15 (3.65%) XML
6 9 (2.19%) SOAP
6 9 (2.19%) Web Services
7 8 (1.95%) HTML
8 6 (1.46%) CSS
8 6 (1.46%) HTML5
8 6 (1.46%) LAMP
9 5 (1.22%) jQuery
10 4 (0.97%) CSS3
11 3 (0.73%) ASP.NET MVC
12 2 (0.49%) WPF
12 2 (0.49%) XHTML
13 1 (0.24%) .NET Framework
13 1 (0.24%) AngularJS
13 1 (0.24%) D3.js
13 1 (0.24%) Middleware
Miscellaneous
1 61 (14.84%) Replication
2 45 (10.95%) Clustering
3 43 (10.46%) Fintech
4 38 (9.25%) Analytical Skills
5 13 (3.16%) Greenfield Project
6 12 (2.92%) Management Information System
7 9 (2.19%) Data Structures
7 9 (2.19%) Self-Motivation
8 7 (1.70%) Enterprise Software
8 7 (1.70%) Foreign Exchange (FX)
8 7 (1.70%) Virtual Team
9 6 (1.46%) Computer Science
10 5 (1.22%) Credit Risk
10 5 (1.22%) Equities
10 5 (1.22%) Spread Betting
11 4 (0.97%) Public Cloud
12 3 (0.73%) Data Centre
13 2 (0.49%) Algorithms
13 2 (0.49%) Smart Energy
13 2 (0.49%) Smart Meter
Operating Systems
1 29 (7.06%) Windows
2 16 (3.89%) Windows Server
3 11 (2.68%) Windows Server 2008
4 10 (2.43%) Windows Server 2012
5 3 (0.73%) Linux
Processes & Methodologies
1 344 (83.70%) Business Intelligence
2 111 (27.01%) ETL
3 70 (17.03%) Analytics
4 64 (15.57%) Agile Software Development
5 58 (14.11%) Performance Tuning
6 48 (11.68%) Kimball Methodology
7 45 (10.95%) Asset Management
7 45 (10.95%) Problem-Solving
8 44 (10.71%) Wealth Management
9 42 (10.22%) Visualisation
10 40 (9.73%) Data Analysis
11 34 (8.27%) Data Modelling
11 34 (8.27%) Dimensional Modelling
12 31 (7.54%) Data Integration
13 24 (5.84%) Disaster Recovery
13 24 (5.84%) Master Data Management
14 23 (5.60%) Data Science
15 21 (5.11%) Data Analytics
15 21 (5.11%) DevOps
16 19 (4.62%) Machine Learning
Programming Languages
1 377 (91.73%) SQL
2 279 (67.88%) T-SQL
3 36 (8.76%) C#
4 24 (5.84%) PowerShell
5 23 (5.60%) R
6 19 (4.62%) Python
7 17 (4.14%) Data Analysis Expressions (DAX)
8 14 (3.41%) JavaScript
9 7 (1.70%) PL/SQL
9 7 (1.70%) VB.NET
10 6 (1.46%) C
11 5 (1.22%) VB
11 5 (1.22%) VBA
12 4 (0.97%) U-SQL
13 3 (0.73%) ActionScript
13 3 (0.73%) ActionScript 2.0
13 3 (0.73%) Shell Script
14 2 (0.49%) Java
14 2 (0.49%) PHP
14 2 (0.49%) XAML
Qualifications
1 15 (3.65%) Degree
2 13 (3.16%) Microsoft Certification
3 8 (1.95%) Security Cleared
4 7 (1.70%) ITIL Certification
4 7 (1.70%) Postgraduate
5 4 (0.97%) DV Cleared
5 4 (0.97%) Numerate Degree
6 3 (0.73%) MCITP
6 3 (0.73%) MCTS
7 2 (0.49%) MCSA
8 1 (0.24%) Master's Degree
8 1 (0.24%) MCP
8 1 (0.24%) PhD
Quality Assurance & Compliance
1 24 (5.84%) Data Quality
2 3 (0.73%) GDPR
2 3 (0.73%) QA
2 3 (0.73%) SLA
3 1 (0.24%) Basel III
3 1 (0.24%) CRD IV
System Software
1 13 (3.16%) Active Directory
2 3 (0.73%) VMware Infrastructure
Systems Management
1 7 (1.70%) Failover Clustering
2 6 (1.46%) Galera Cluster
3 3 (0.73%) CloudHub
3 3 (0.73%) SCCM
3 3 (0.73%) SCOM
4 2 (0.49%) HP ALM
5 1 (0.24%) Control-M
5 1 (0.24%) Opscode Chef
5 1 (0.24%) Puppet
Vendors
1 222 (54.01%) Microsoft
2 55 (13.38%) Tableau
3 32 (7.79%) Facebook
4 25 (6.08%) Oracle
5 14 (3.41%) Google
6 13 (3.16%) Cognos
7 12 (2.92%) SAP
8 9 (2.19%) RedGate
9 4 (0.97%) Cognizant
9 4 (0.97%) Vertica
10 3 (0.73%) CA
10 3 (0.73%) HP
10 3 (0.73%) MuleSoft
10 3 (0.73%) VMware
11 2 (0.49%) TOWER Software
12 1 (0.24%) Aderant
12 1 (0.24%) Alteryx
12 1 (0.24%) IBM
12 1 (0.24%) MicroStrategy
12 1 (0.24%) Salesforce.com