Period
to 18 February 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for SQL Server Analysis Services skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQL Server Analysis Services over the 6 months to 18 February 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 229 211 170
Rank change year-on-year -18 -41 +12
Permanent jobs citing SQL Server Analysis Services 2,479 2,679 4,001
As % of all permanent IT jobs advertised in England 1.52% 1.63% 2.02%
As % of the Database & Business Intelligence category 4.96% 5.45% 6.35%
Number of salaries quoted 2,193 2,490 3,497
England median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - +11.11%
10th Percentile £32,500 £33,500 £32,500
90th Percentile £67,500 £71,250 £73,600
UK median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +11.11%

SQL Server 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 50,029 49,198 62,982
As % of all permanent IT jobs advertised in England 30.68% 29.85% 31.79%
Number of salaries quoted 42,006 42,357 53,764
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £29,750 £28,750
90th Percentile £78,750 £77,500 £75,000
UK median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

SQL Server Analysis Services
Job Vacancy Trend in England

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

Job vacancy trend for SQL Server Analysis Services in England

SQL Server Analysis Services
Salary Trend in England

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

Salary trend for SQL Server Analysis Services in England

SQL Server Analysis Services
Salary Histogram in England

The salary distribution of IT jobs citing SQL Server Analysis Services in England over the 6 months to 18 February 2018.

Salary histogram for SQL Server Analysis Services in England

SQL Server 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 SQL Server Analysis Services within the England region over the 6 months to 18 February 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 -30 1,007 £55,000 -4.35% 113
North of England -9 518 £41,250 -2.94% 65
South East -32 330 £45,000 -10.00% 41
Midlands +26 289 £43,500 +2.35% 57
Yorkshire +14 273 £45,000 - 25
North West -40 208 £40,000 -5.88% 38
East of England +50 193 £50,000 - 25
West Midlands +26 193 £42,750 +3.01% 31
South West +38 129 £40,000 -5.88% 14
East Midlands +26 96 £44,250 +4.12% 24
North East -13 37 £35,000 -12.50% 2
SQL Server Analysis Services
UK

For the 6 months to 18 February 2018, IT jobs citing SQL Server 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 SQL Server Analysis Services.

1 2,298 (92.70%) SQL Server Integration Services
2 2,165 (87.33%) SQL Server Reporting Services
3 2,092 (84.39%) SQL
4 2,006 (80.92%) SQL Server
5 1,911 (77.09%) Business Intelligence
6 1,327 (53.53%) T-SQL
7 1,290 (52.04%) Microsoft
8 1,280 (51.63%) Data Warehouse
9 914 (36.87%) ETL
10 786 (31.71%) Power BI
11 587 (23.68%) Finance
12 456 (18.39%) Microsoft Azure
13 434 (17.51%) .NET
14 414 (16.70%) SQL Server 2016
15 401 (16.18%) Agile Software Development
16 380 (15.33%) C#
17 374 (15.09%) Data Modelling
17 374 (15.09%) Analytics
18 366 (14.76%) SQL Server 2014
19 365 (14.72%) Tableau
20 359 (14.48%) Microsoft Analysis Services
21 353 (14.24%) Performance Tuning
22 347 (14.00%) SQL Server 2012
23 302 (12.18%) Analytical Skills
24 293 (11.82%) Kimball Methodology
25 285 (11.50%) Visualisation
26 276 (11.13%) Advertising
27 252 (10.17%) OLAP
28 236 (9.52%) SQL Server 2008
29 235 (9.48%) MDX

SQL Server 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
1 138 (5.57%) SharePoint
2 32 (1.29%) IIS
3 21 (0.85%) Apache
4 20 (0.81%) Apache Spark
5 19 (0.77%) SAS
6 14 (0.56%) BizTalk Server
7 12 (0.48%) JBoss
8 10 (0.40%) Umbraco
9 9 (0.36%) SharePoint Server
10 8 (0.32%) SharePoint 2010
10 8 (0.32%) SharePoint 2013
11 7 (0.28%) Anypoint
11 7 (0.28%) Drupal
12 5 (0.20%) Oracle SOA Suite
13 4 (0.16%) Apache Pig
13 4 (0.16%) WordPress
14 2 (0.081%) Blackberry Enterprise Server
15 1 (0.040%) CMS
15 1 (0.040%) OpenEdge
15 1 (0.040%) WebSphere
Applications
1 183 (7.38%) Microsoft Excel
2 57 (2.30%) Microsoft Office
3 12 (0.48%) Spreadsheet
4 9 (0.36%) MS Visio
4 9 (0.36%) SPSS
5 8 (0.32%) Microsoft PowerPoint
6 6 (0.24%) InfoPath
7 4 (0.16%) Microsoft Project
8 3 (0.12%) Stata
Business Applications
1 48 (1.94%) Dynamics AX
2 27 (1.09%) Dynamics CRM
3 23 (0.93%) Elite 3E
4 12 (0.48%) NetSuite
5 8 (0.32%) Cognos Business Intelligence
6 7 (0.28%) Cognos TM1
6 7 (0.28%) MetaTrader
7 6 (0.24%) Cognos Planning
7 6 (0.24%) HFM
7 6 (0.24%) Postilion
8 5 (0.20%) Dynamics NAV
8 5 (0.20%) Sage 200
8 5 (0.20%) Unit4 Business World
8 5 (0.20%) Workday HCM
9 4 (0.16%) BusinessWorks
9 4 (0.16%) Oracle ERP
10 3 (0.12%) Adobe Campaign
11 2 (0.081%) Raiser's Edge
12 1 (0.040%) Carpe Diem
12 1 (0.040%) SAP Business ByDesign
Cloud Services
1 456 (18.39%) Microsoft Azure
2 115 (4.64%) Azure Data Factory
3 82 (3.31%) Amazon AWS
4 42 (1.69%) SaaS
5 33 (1.33%) Cortana Intelligence Suite
6 26 (1.05%) Azure Machine Learning
7 24 (0.97%) Dynamics 365
8 23 (0.93%) PaaS
9 22 (0.89%) Office 365
10 15 (0.61%) GitHub
10 15 (0.61%) Google Analytics
11 13 (0.52%) IaaS
12 5 (0.20%) Amazon EMR
12 5 (0.20%) Data Lake Analytics
13 4 (0.16%) Cloud Computing
13 4 (0.16%) Google Cloud Platform
14 3 (0.12%) Azure Active Directory
14 3 (0.12%) Mimecast
14 3 (0.12%) OneDrive
15 2 (0.081%) Google Tag Manager
Communications & Networking
1 55 (2.22%) Internet
2 26 (1.05%) SMS
3 17 (0.69%) DNS
3 17 (0.69%) Firewall
4 6 (0.24%) FTP
4 6 (0.24%) SAN
5 5 (0.20%) TCP/IP
6 4 (0.16%) Intranet
7 2 (0.081%) Kerberos
7 2 (0.081%) Network Security
8 1 (0.040%) Cisco ASA
8 1 (0.040%) HTTP
8 1 (0.040%) SSL
8 1 (0.040%) Wireless
Database & Business Intelligence
1 2,298 (92.70%) SQL Server Integration Services
2 2,165 (87.33%) SQL Server Reporting Services
3 2,006 (80.92%) SQL Server
4 1,280 (51.63%) Data Warehouse
5 786 (31.71%) Power BI
6 414 (16.70%) SQL Server 2016
7 366 (14.76%) SQL Server 2014
8 359 (14.48%) Microsoft Analysis Services
9 347 (14.00%) SQL Server 2012
10 252 (10.17%) OLAP
11 236 (9.52%) SQL Server 2008
12 215 (8.67%) QlikView
13 151 (6.09%) Big Data
14 129 (5.20%) Data Lake
15 127 (5.12%) Relational Database
16 98 (3.95%) Azure SQL Database
17 93 (3.75%) NoSQL
18 85 (3.43%) Hadoop
19 76 (3.07%) Azure SQL Data Warehouse
20 73 (2.94%) MySQL
Development Applications
1 172 (6.94%) Visual Studio
2 159 (6.41%) Team Foundation Server
3 148 (5.97%) SQL Server Management Studio (SSMS)
4 70 (2.82%) JIRA
5 23 (0.93%) Octopus Deploy
6 22 (0.89%) Git (software)
7 19 (0.77%) Subversion
7 19 (0.77%) TeamCity
8 18 (0.73%) Visual Studio Team System
9 16 (0.65%) Jenkins
10 11 (0.44%) Eclipse
10 11 (0.44%) webpack
11 9 (0.36%) Jasmine
11 9 (0.36%) Karma Test Runner
11 9 (0.36%) PhantomJS
12 7 (0.28%) RStudio
13 5 (0.20%) Bitbucket
14 4 (0.16%) ERwin
14 4 (0.16%) Selenium
15 3 (0.12%) MorphX
General
1 587 (23.68%) Finance
2 276 (11.13%) Advertising
3 133 (5.37%) Retail
4 131 (5.28%) Marketing
5 74 (2.99%) Banking
6 49 (1.98%) Legal
7 29 (1.17%) Law
7 29 (1.17%) Manufacturing
8 25 (1.01%) Games
9 17 (0.69%) Electronics
10 15 (0.61%) Telecoms
11 14 (0.56%) Publishing
12 12 (0.48%) Billing
12 12 (0.48%) Investment Banking
13 11 (0.44%) Front Office
14 10 (0.40%) Financial Institution
15 6 (0.24%) Retail Banking
16 4 (0.16%) Back Office
17 3 (0.12%) Automotive
17 3 (0.12%) Private Banking
Job Titles
1 1,434 (57.85%) Developer
2 864 (34.85%) Business Intelligence Developer
3 642 (25.90%) SQL Developer
4 386 (15.57%) DBA
5 343 (13.84%) SQL DBA
6 336 (13.55%) SQL BI Developer
7 275 (11.09%) Analyst
8 273 (11.01%) SQL Server Developer
9 239 (9.64%) SSIS Developer
10 223 (9.00%) Business Developer
11 198 (7.99%) SSRS Developer
12 176 (7.10%) Data Warehouse Developer
13 170 (6.86%) SSAS Developer
14 150 (6.05%) Consultant
15 148 (5.97%) Administrator
15 148 (5.97%) SQL Server BI Developer
16 147 (5.93%) SQL Server DBA
17 125 (5.04%) Senior Developer
18 120 (4.84%) Business Intelligence Consultant
19 110 (4.44%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 434 (17.51%) .NET
2 235 (9.48%) MDX
3 145 (5.85%) ASP.NET
4 110 (4.44%) HTML
5 109 (4.40%) Web Services
6 71 (2.86%) CSS
7 67 (2.70%) HTML5
8 57 (2.30%) REST
9 52 (2.10%) XML
10 45 (1.82%) .NET Framework
11 44 (1.77%) ASP.NET MVC
12 41 (1.65%) JSON
12 41 (1.65%) WPF
13 39 (1.57%) Entity Framework
14 37 (1.49%) SOAP
15 32 (1.29%) jQuery
16 30 (1.21%) AngularJS
17 26 (1.05%) ASP.NET Web API
18 24 (0.97%) CSS3
19 21 (0.85%) LINQ
Miscellaneous
1 302 (12.18%) Analytical Skills
2 119 (4.80%) Replication
3 107 (4.32%) Clustering
4 75 (3.03%) Greenfield Project
4 75 (3.03%) Management Information System
5 66 (2.66%) Computer Science
6 62 (2.50%) Fintech
7 43 (1.73%) Data Structures
8 33 (1.33%) Enterprise Software
9 23 (0.93%) Driving Licence
10 18 (0.73%) Client/Server
11 15 (0.61%) User Experience
12 14 (0.56%) NHS
12 14 (0.56%) Reinsurance
13 13 (0.52%) Hedge funds
14 12 (0.48%) Hybrid Cloud
15 9 (0.36%) Virtual Team
16 8 (0.32%) Equities
17 7 (0.28%) Foreign Exchange (FX)
17 7 (0.28%) W3C
Operating Systems
1 149 (6.01%) Windows
2 80 (3.23%) Windows Server
3 54 (2.18%) Linux
4 23 (0.93%) Windows Server 2012
5 20 (0.81%) Windows Server 2008
6 17 (0.69%) Unix
6 17 (0.69%) VMS
7 10 (0.40%) Android
7 10 (0.40%) Apple iOS
8 7 (0.28%) Windows 10
8 7 (0.28%) Windows 7
9 4 (0.16%) Ubuntu
10 3 (0.12%) Red Hat Enterprise Linux
10 3 (0.12%) Solaris
11 2 (0.081%) Windows Server 2003
12 1 (0.040%) HPUX
12 1 (0.040%) Windows Mobile
Processes & Methodologies
1 1,911 (77.09%) Business Intelligence
2 914 (36.87%) ETL
3 401 (16.18%) Agile Software Development
4 374 (15.09%) Analytics
4 374 (15.09%) Data Modelling
5 353 (14.24%) Performance Tuning
6 293 (11.82%) Kimball Methodology
7 285 (11.50%) Visualisation
8 224 (9.04%) Migration
9 191 (7.70%) Data Visualisation
10 137 (5.53%) Data Analysis
11 131 (5.28%) CRM
12 117 (4.72%) Data Management
12 117 (4.72%) Dimensional Modelling
12 117 (4.72%) SDLC
13 112 (4.52%) Scrum
14 104 (4.20%) Mentoring
15 103 (4.15%) Stakeholder Management
16 97 (3.91%) ERP
17 95 (3.83%) High Availability
Programming Languages
1 2,092 (84.39%) SQL
2 1,327 (53.53%) T-SQL
3 380 (15.33%) C#
4 224 (9.04%) PowerShell
5 106 (4.28%) JavaScript
6 103 (4.15%) Data Analysis Expressions (DAX)
7 76 (3.07%) VBA
8 74 (2.99%) Python
9 73 (2.94%) VB.NET
10 63 (2.54%) R
11 51 (2.06%) Java
12 43 (1.73%) VB
13 30 (1.21%) PL/SQL
14 20 (0.81%) X++
15 19 (0.77%) C
16 14 (0.56%) PHP
17 11 (0.44%) Ruby
17 11 (0.44%) VB6
18 10 (0.40%) C++
19 9 (0.36%) VBScript
Qualifications
1 230 (9.28%) Degree
2 106 (4.28%) Microsoft Certification
3 30 (1.21%) Computer Science Degree
4 25 (1.01%) MCSE
5 23 (0.93%) MCSA
6 22 (0.89%) Security Cleared
7 20 (0.81%) MBA
8 16 (0.65%) MCP
9 12 (0.48%) MCITP
10 11 (0.44%) MCTS
11 9 (0.36%) DV Cleared
11 9 (0.36%) MCSD
11 9 (0.36%) Numerate Degree
11 9 (0.36%) SC Cleared
12 6 (0.24%) Oracle Certification
13 5 (0.20%) Master's Degree
14 4 (0.16%) ISEB
14 4 (0.16%) ITIL Certification
14 4 (0.16%) MCDBA
14 4 (0.16%) PhD
Quality Assurance & Compliance
1 101 (4.07%) Data Quality
2 82 (3.31%) QA
3 19 (0.77%) GDPR
4 13 (0.52%) PCI DSS
5 7 (0.28%) SLA
6 6 (0.24%) SEPA
7 5 (0.20%) ISO/IEC 27001
8 4 (0.16%) PMO
9 2 (0.081%) TickIT
10 1 (0.040%) MiFID
System Software
1 28 (1.13%) Active Directory
2 26 (1.05%) HDFS
3 10 (0.40%) Virtual Machines
4 8 (0.32%) VMware Infrastructure
5 6 (0.24%) Docker
5 6 (0.24%) Virtual Servers
6 5 (0.20%) Microsoft App-V
7 4 (0.16%) Apache Flume
7 4 (0.16%) XenDesktop
8 2 (0.081%) Oracle RAC
8 2 (0.081%) Veritas Cluster Server
9 1 (0.040%) Hyper-V
9 1 (0.040%) Microsoft Virtual Server
9 1 (0.040%) XenApp
Systems Management
1 22 (0.89%) Systems Management Server (SMS)
2 18 (0.73%) Failover Clustering
3 15 (0.61%) Opscode Chef
4 12 (0.48%) Puppet
5 10 (0.40%) Data Guard
6 8 (0.32%) Oracle RMAN
6 8 (0.32%) SCOM
7 7 (0.28%) Ansible
8 5 (0.20%) Oozie
8 5 (0.20%) SCCM
9 4 (0.16%) Nagios
10 3 (0.12%) Galera Cluster
10 3 (0.12%) HP Data Protector
11 2 (0.081%) CloudHub
11 2 (0.081%) HP Quality Center
11 2 (0.081%) Microsoft Clustering
11 2 (0.081%) Oracle Enterprise Manager
11 2 (0.081%) Packer
11 2 (0.081%) Terraform
12 1 (0.040%) Control-M
Vendors
1 1,290 (52.04%) Microsoft
2 365 (14.72%) Tableau
3 153 (6.17%) Oracle
4 133 (5.37%) Cognos
5 67 (2.70%) SAP
6 34 (1.37%) IBM
7 33 (1.33%) Facebook
8 30 (1.21%) RedGate
9 29 (1.17%) Google
10 26 (1.05%) VMware
11 22 (0.89%) Alteryx
12 21 (0.85%) Aderant
13 20 (0.81%) Informatica
14 17 (0.69%) Twitter
15 16 (0.65%) Talend
16 15 (0.61%) SolarWinds
17 14 (0.56%) Infragistics
17 14 (0.56%) MicroStrategy
18 13 (0.52%) MuleSoft
18 13 (0.52%) TIBCO