Period
to 21 November 2017

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

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 241 242 171
Rank change year-on-year +1 -71 +3
Permanent jobs citing SQL Server Analysis Services 2520 2579 4077
As % of all permanent IT jobs advertised in England 1.49% 1.45% 1.99%
As % of the Database & Business Intelligence category 4.92% 4.89% 6.31%
Number of salaries quoted 2256 2345 3581
England median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - +6.38%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £70,000 £72,500 £73,750
UK median annual salary £47,500 £50,000 £47,500
% change year-on-year -5.00% +5.26% +5.56%

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 51188 52794 64575
As % of all permanent IT jobs advertised in England 30.19% 29.61% 31.59%
Number of salaries quoted 42561 45612 54872
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%

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 21 November 2017.

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 21 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 -21 1019 £57,500 - 57
North of England +24 603 £41,500 -2.35% 49
Yorkshire +44 299 £45,000 +5.88% 19
Midlands +84 291 £42,500 - 8
South East -37 285 £45,000 -5.26% 18
North West -3 284 £40,000 -5.88% 21
West Midlands +52 180 £42,500 - 5
East of England +29 157 £42,500 -15.00% 14
South West +27 148 £42,500 +3.66% 4
East Midlands +81 109 £43,250 +1.76% 3
North East +3 20 £35,000 -12.50% 9
SQL Server Analysis Services
UK

For the 6 months to 21 November 2017, IT jobs citing SQL Server 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 SQL Server Analysis Services.

1 2313 (91.79%) SQL Server Integration Services
2 2167 (85.99%) SQL Server Reporting Services
3 2159 (85.67%) SQL
4 2086 (82.78%) SQL Server
5 1912 (75.87%) Business Intelligence
6 1356 (53.81%) T-SQL
7 1338 (53.10%) Microsoft
8 1284 (50.95%) Data Warehouse
9 985 (39.09%) ETL
10 687 (27.26%) Power BI
11 652 (25.87%) Finance
12 509 (20.20%) .NET
12 509 (20.20%) Agile Software Development
13 450 (17.86%) Microsoft Azure
14 423 (16.79%) SQL Server 2014
15 416 (16.51%) C#
16 415 (16.47%) SQL Server 2012
17 399 (15.83%) SQL Server 2016
18 388 (15.40%) SQL Server 2008
19 371 (14.72%) Microsoft Analysis Services
20 369 (14.64%) Data Modelling
21 356 (14.13%) Performance Tuning
22 325 (12.90%) Tableau
23 324 (12.86%) Kimball Methodology
24 312 (12.38%) OLAP
25 304 (12.06%) MDX
26 287 (11.39%) Analytics
27 285 (11.31%) Analytical Skills
28 278 (11.03%) Degree
29 270 (10.71%) Visualisation

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
1 185 (7.34%) SharePoint
2 73 (2.90%) IIS
3 30 (1.19%) Apache
3 30 (1.19%) BizTalk Server
4 28 (1.11%) SAS
5 23 (0.91%) Apache Spark
6 16 (0.63%) JBoss
6 16 (0.63%) SharePoint 2010
7 15 (0.60%) SharePoint 2013
8 14 (0.56%) Anypoint
9 9 (0.36%) Drupal
10 8 (0.32%) Confluence
10 8 (0.32%) SharePoint Server
11 7 (0.28%) Oracle SOA Suite
11 7 (0.28%) WordPress
12 4 (0.16%) Apache Pig
12 4 (0.16%) Gentran
12 4 (0.16%) WebSphere
13 3 (0.12%) CMS
14 2 (0.079%) IBM Domino
Applications
1 174 (6.90%) Microsoft Excel
2 63 (2.50%) Microsoft Office
3 18 (0.71%) MS Visio
4 17 (0.67%) SPSS
5 7 (0.28%) Microsoft PowerPoint
6 6 (0.24%) Spreadsheet
7 5 (0.20%) Microsoft Project
7 5 (0.20%) Stata
8 1 (0.040%) InfoPath
Business Applications
1 55 (2.18%) Dynamics AX
2 38 (1.51%) Dynamics CRM
3 21 (0.83%) Cognos Business Intelligence
3 21 (0.83%) Dynamics NAV
4 9 (0.36%) Cognos TM1
5 7 (0.28%) Workday HCM
6 5 (0.20%) Cognos Planning
6 5 (0.20%) HFM
7 4 (0.16%) BusinessWorks
7 4 (0.16%) Markit EDM
7 4 (0.16%) Unit4 Business World
8 3 (0.12%) NetSuite
8 3 (0.12%) Oracle ERP
8 3 (0.12%) Sage 200
8 3 (0.12%) thinkFolio
9 2 (0.079%) Misys Opics
9 2 (0.079%) Raiser's Edge
9 2 (0.079%) Softmar
10 1 (0.040%) Postilion
10 1 (0.040%) Visualfiles
Cloud Services
1 450 (17.86%) Microsoft Azure
2 109 (4.33%) Amazon AWS
3 58 (2.30%) Azure Data Factory
4 42 (1.67%) SaaS
5 39 (1.55%) Azure Machine Learning
6 38 (1.51%) Dynamics 365
7 28 (1.11%) Cortana Intelligence Suite
8 25 (0.99%) IaaS
9 21 (0.83%) GitHub
9 21 (0.83%) PaaS
10 17 (0.67%) Office 365
11 8 (0.32%) Firebase
11 8 (0.32%) Google Analytics
12 7 (0.28%) Amazon EMR
13 3 (0.12%) Amazon S3
13 3 (0.12%) Cloud Computing
13 3 (0.12%) Mimecast
14 2 (0.079%) Google Cloud Platform
15 1 (0.040%) Data Lake Analytics
Communications & Networking
1 59 (2.34%) Internet
2 21 (0.83%) Firewall
3 15 (0.60%) DNS
4 14 (0.56%) SMS
5 12 (0.48%) FTP
6 10 (0.40%) Intranet
7 6 (0.24%) Skype
8 5 (0.20%) TCP/IP
9 2 (0.079%) AMQP
9 2 (0.079%) Cisco ASA
9 2 (0.079%) Kerberos
9 2 (0.079%) SAN
10 1 (0.040%) Extranet
10 1 (0.040%) HTTP
10 1 (0.040%) LDAP
10 1 (0.040%) SSL
10 1 (0.040%) VPN
Database & Business Intelligence
1 2313 (91.79%) SQL Server Integration Services
2 2167 (85.99%) SQL Server Reporting Services
3 2086 (82.78%) SQL Server
4 1284 (50.95%) Data Warehouse
5 687 (27.26%) Power BI
6 423 (16.79%) SQL Server 2014
7 415 (16.47%) SQL Server 2012
8 399 (15.83%) SQL Server 2016
9 388 (15.40%) SQL Server 2008
10 371 (14.72%) Microsoft Analysis Services
11 312 (12.38%) OLAP
12 264 (10.48%) QlikView
13 195 (7.74%) Relational Database
14 191 (7.58%) Big Data
15 124 (4.92%) OLAP Cube
16 123 (4.88%) NoSQL
17 102 (4.05%) BusinessObjects
18 98 (3.89%) Azure SQL Database
19 94 (3.73%) MySQL
20 90 (3.57%) Hadoop
Development Applications
1 217 (8.61%) Visual Studio
2 178 (7.06%) Team Foundation Server
3 127 (5.04%) SQL Server Management Studio (SSMS)
4 66 (2.62%) JIRA
5 50 (1.98%) Octopus Deploy
6 42 (1.67%) TeamCity
7 39 (1.55%) Git (software)
8 36 (1.43%) Jenkins
9 30 (1.19%) Subversion
10 13 (0.52%) Talend Open Studio
11 11 (0.44%) RStudio
11 11 (0.44%) webpack
12 10 (0.40%) Jasmine
12 10 (0.40%) Selenium
13 9 (0.36%) SpecFlow
14 8 (0.32%) Karma Test Runner
14 8 (0.32%) PhantomJS
15 7 (0.28%) Maven
15 7 (0.28%) Visual Studio Team System
16 5 (0.20%) VSS/SourceSafe
General
1 652 (25.87%) Finance
2 201 (7.98%) Retail
3 188 (7.46%) Advertising
4 120 (4.76%) Banking
5 111 (4.40%) Marketing
6 74 (2.94%) Legal
7 41 (1.63%) Electronics
8 39 (1.55%) Manufacturing
9 38 (1.51%) Telecoms
10 34 (1.35%) Games
11 33 (1.31%) Investment Banking
12 32 (1.27%) Law
12 32 (1.27%) Publishing
13 26 (1.03%) Front Office
14 14 (0.56%) Retail Banking
15 13 (0.52%) Automotive
16 10 (0.40%) Back Office
17 9 (0.36%) Financial Institution
18 4 (0.16%) Billing
19 3 (0.12%) Private Banking
Job Titles
1 1474 (58.49%) Developer
2 851 (33.77%) Business Intelligence Developer
3 733 (29.09%) SQL Developer
4 378 (15.00%) DBA
5 366 (14.52%) SQL BI Developer
6 332 (13.17%) SQL DBA
7 297 (11.79%) SQL Server Developer
8 273 (10.83%) Analyst
9 247 (9.80%) SSIS Developer
10 225 (8.93%) Business Developer
11 207 (8.21%) SSRS Developer
12 168 (6.67%) SSAS Developer
13 162 (6.43%) Data Warehouse Developer
14 154 (6.11%) Administrator
15 149 (5.91%) SQL Server BI Developer
16 148 (5.87%) Consultant
17 145 (5.75%) Senior Developer
18 126 (5.00%) T-SQL Developer
19 123 (4.88%) Architect
19 123 (4.88%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 509 (20.20%) .NET
2 304 (12.06%) MDX
3 162 (6.43%) ASP.NET
4 134 (5.32%) HTML
5 88 (3.49%) CSS
6 79 (3.13%) Web Services
7 67 (2.66%) XML
8 57 (2.26%) HTML5
9 50 (1.98%) .NET Framework
10 47 (1.87%) AngularJS
10 47 (1.87%) REST
10 47 (1.87%) SOAP
11 44 (1.75%) Entity Framework
12 37 (1.47%) ASP.NET Web API
13 36 (1.43%) ASP.NET MVC
13 36 (1.43%) jQuery
13 36 (1.43%) JSON
13 36 (1.43%) WPF
14 26 (1.03%) Middleware
15 23 (0.91%) Node.js
Miscellaneous
1 285 (11.31%) Analytical Skills
2 142 (5.63%) Replication
3 122 (4.84%) Clustering
4 91 (3.61%) Computer Science
5 89 (3.53%) Management Information System
6 63 (2.50%) Greenfield Project
7 49 (1.94%) Enterprise Software
8 46 (1.83%) Fintech
9 45 (1.79%) Data Structures
10 23 (0.91%) NHS
11 21 (0.83%) Client/Server
12 19 (0.75%) User Experience
13 17 (0.67%) Reinsurance
14 16 (0.63%) Blog
15 15 (0.60%) Credit Risk
15 15 (0.60%) Social Media
16 13 (0.52%) Algorithms
16 13 (0.52%) BBC
17 11 (0.44%) Data Protection Act
18 10 (0.40%) iPad
Operating Systems
1 204 (8.10%) Windows
2 126 (5.00%) Windows Server
3 69 (2.74%) Linux
4 26 (1.03%) Unix
5 17 (0.67%) Windows Server 2012
6 16 (0.63%) Android
6 16 (0.63%) Apple iOS
7 12 (0.48%) Windows Server 2008
8 11 (0.44%) Windows 7
9 10 (0.40%) VMS
10 9 (0.36%) Windows 10
11 5 (0.20%) Solaris
12 4 (0.16%) Ubuntu
13 2 (0.079%) Red Hat Enterprise Linux
13 2 (0.079%) Windows Server 2003
14 1 (0.040%) HPUX
Processes & Methodologies
1 1912 (75.87%) Business Intelligence
2 985 (39.09%) ETL
3 509 (20.20%) Agile Software Development
4 369 (14.64%) Data Modelling
5 356 (14.13%) Performance Tuning
6 324 (12.86%) Kimball Methodology
7 287 (11.39%) Analytics
8 270 (10.71%) Visualisation
9 209 (8.29%) Migration
10 201 (7.98%) Data Visualisation
11 157 (6.23%) Scrum
12 150 (5.95%) Data Management
13 147 (5.83%) Mentoring
14 145 (5.75%) Disaster Recovery
15 136 (5.40%) High Availability
16 130 (5.16%) CRM
17 126 (5.00%) Dimensional Modelling
18 115 (4.56%) SDLC
19 112 (4.44%) Stakeholder Management
20 107 (4.25%) Data Analysis
Programming Languages
1 2159 (85.67%) SQL
2 1356 (53.81%) T-SQL
3 416 (16.51%) C#
4 188 (7.46%) PowerShell
5 105 (4.17%) JavaScript
6 95 (3.77%) Java
7 93 (3.69%) Data Analysis Expressions (DAX)
8 87 (3.45%) VB.NET
9 81 (3.21%) Python
9 81 (3.21%) VBA
10 76 (3.02%) R
11 55 (2.18%) VB
12 32 (1.27%) C
12 32 (1.27%) PL/SQL
13 27 (1.07%) PHP
14 25 (0.99%) VBScript
15 22 (0.87%) X++
16 19 (0.75%) Perl
17 17 (0.67%) Ruby
18 15 (0.60%) VB6
Qualifications
1 278 (11.03%) Degree
2 116 (4.60%) Microsoft Certification
3 36 (1.43%) MCSE
4 34 (1.35%) Computer Science Degree
5 31 (1.23%) MCSA
6 27 (1.07%) Numerate Degree
7 25 (0.99%) MCITP
8 22 (0.87%) Security Cleared
9 19 (0.75%) MCTS
10 18 (0.71%) Master's Degree
11 12 (0.48%) MBA
11 12 (0.48%) SC Cleared
12 11 (0.44%) MCP
13 10 (0.40%) PhD
14 8 (0.32%) DV Cleared
15 6 (0.24%) MCSD
15 6 (0.24%) Oracle Certification
16 4 (0.16%) ITIL Certification
17 2 (0.079%) HND
17 2 (0.079%) MCDBA
Quality Assurance & Compliance
1 111 (4.40%) Data Quality
2 74 (2.94%) QA
3 25 (0.99%) PCI DSS
4 17 (0.67%) SLA
5 14 (0.56%) GDPR
6 9 (0.36%) ISO/IEC 27001
7 6 (0.24%) SEPA
8 3 (0.12%) Cyber Essentials
8 3 (0.12%) MiFID
9 2 (0.079%) COBIT
10 1 (0.040%) HL7
10 1 (0.040%) ISO 9001
10 1 (0.040%) PMO
System Software
1 45 (1.79%) Active Directory
2 17 (0.67%) HDFS
2 17 (0.67%) VMware Infrastructure
3 14 (0.56%) Docker
4 9 (0.36%) Virtual Machines
5 8 (0.32%) Oracle RAC
5 8 (0.32%) Virtual Servers
6 7 (0.28%) Microsoft App-V
7 4 (0.16%) Apache Flume
7 4 (0.16%) Microsoft Virtual Server
7 4 (0.16%) XenDesktop
8 2 (0.079%) Hyper-V
8 2 (0.079%) Veritas Cluster Server
9 1 (0.040%) XenApp
Systems Management
1 24 (0.95%) Puppet
2 21 (0.83%) Failover Clustering
3 18 (0.71%) Systems Management Server (SMS)
4 16 (0.63%) Perfmon
5 13 (0.52%) Ansible
6 9 (0.36%) Data Guard
6 9 (0.36%) Opscode Chef
7 8 (0.32%) Oracle RMAN
7 8 (0.32%) SCOM
8 7 (0.28%) Grafana
8 7 (0.28%) Nagios
9 5 (0.20%) Oozie
10 4 (0.16%) Microsoft Clustering
10 4 (0.16%) SCCM
11 3 (0.12%) Oracle Enterprise Manager
11 3 (0.12%) SQL Sentry
12 2 (0.079%) HP Data Protector
12 2 (0.079%) HP Quality Center
12 2 (0.079%) Kibana
12 2 (0.079%) Packer
Vendors
1 1338 (53.10%) Microsoft
2 325 (12.90%) Tableau
3 232 (9.21%) Oracle
4 153 (6.07%) Cognos
5 84 (3.33%) SAP
6 47 (1.87%) IBM
7 46 (1.83%) Sybase
8 42 (1.67%) VMware
9 38 (1.51%) Facebook
10 32 (1.27%) RedGate
11 31 (1.23%) Google
12 22 (0.87%) Informatica
13 20 (0.79%) MicroStrategy
13 20 (0.79%) MuleSoft
14 17 (0.67%) Alteryx
14 17 (0.67%) SolarWinds
15 16 (0.63%) Atlassian
15 16 (0.63%) Siebel
16 14 (0.56%) TIBCO
16 14 (0.56%) webMethods