Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 204 201 197
Rank change year-on-year -3 -4 -14
Permanent jobs citing SQL Server Analysis Services 2,728 2,779 3,319
As % of all permanent IT jobs advertised in England 1.70% 1.75% 1.76%
As % of the Database & Business Intelligence category 5.52% 5.69% 5.66%
Number of salaries quoted 2,430 2,547 2,895
England median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £33,150 £32,500
90th Percentile £71,000 £71,250 £72,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 49,384 48,868 58,619
As % of all permanent IT jobs advertised in England 30.72% 30.69% 31.03%
Number of salaries quoted 40,798 41,904 50,515
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%

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 22 May 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 22 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 -24 1,178 £55,000 -4.35% 109
North of England -23 484 £44,000 +3.53% 51
South East -4 385 £45,000 -10.00% 28
Midlands -2 341 £45,000 +5.88% 37
Yorkshire -5 237 £45,000 - 21
West Midlands +15 226 £42,500 +6.25% 15
East of England +57 212 £50,000 +11.11% 13
North West -47 196 £44,000 +10.00% 24
South West +10 118 £40,000 -5.88% 15
East Midlands +2 115 £45,000 - 20
North East +27 51 £38,125 +8.93% 6
SQL Server Analysis Services
UK

For the 6 months to 22 May 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 2,515 (92.19%) SQL Server Integration Services
2 2,398 (87.90%) SQL Server Reporting Services
3 2,247 (82.37%) SQL
4 2,201 (80.68%) SQL Server
5 2,062 (75.59%) Business Intelligence
6 1,478 (54.18%) Microsoft
7 1,418 (51.98%) Data Warehouse
8 1,411 (51.72%) T-SQL
9 967 (35.45%) Power BI
10 946 (34.68%) ETL
11 619 (22.69%) Finance
12 594 (21.77%) Microsoft Azure
13 523 (19.17%) .NET
14 495 (18.15%) Agile Software Development
15 482 (17.67%) Analytics
16 462 (16.94%) C#
17 404 (14.81%) Tableau
18 382 (14.00%) SQL Server 2016
19 371 (13.60%) Data Modelling
20 369 (13.53%) Performance Tuning
21 358 (13.12%) Advertising
22 356 (13.05%) Microsoft Analysis Services
23 348 (12.76%) Visualisation
24 339 (12.43%) SQL Server 2012
25 313 (11.47%) SQL Server 2014
26 283 (10.37%) Analytical Skills
27 277 (10.15%) Kimball Methodology
28 270 (9.90%) PowerShell
29 252 (9.24%) Migration
30 243 (8.91%) Microsoft Excel

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
1 136 (4.99%) SharePoint
2 37 (1.36%) BizTalk Server
2 37 (1.36%) IIS
3 32 (1.17%) SAS
4 30 (1.10%) Apache Spark
5 15 (0.55%) JBoss
5 15 (0.55%) Oracle SOA Suite
6 13 (0.48%) SharePoint 2010
7 11 (0.40%) SharePoint Server
8 10 (0.37%) Anypoint
8 10 (0.37%) Umbraco
9 7 (0.26%) Confluence
10 6 (0.22%) Apache
10 6 (0.22%) NServiceBus
10 6 (0.22%) SharePoint 2013
11 4 (0.15%) Gentran
11 4 (0.15%) IBM Notes
11 4 (0.15%) WordPress
12 2 (0.073%) Blackberry Enterprise Server
12 2 (0.073%) SugarCRM
Applications
1 243 (8.91%) Microsoft Excel
2 44 (1.61%) Microsoft Office
3 29 (1.06%) MS Visio
4 20 (0.73%) Spreadsheet
5 8 (0.29%) InfoPath
5 8 (0.29%) SPSS
6 4 (0.15%) Microsoft PowerPoint
7 3 (0.11%) Stata
8 2 (0.073%) Microsoft Project
9 1 (0.037%) Weka
Business Applications
1 58 (2.13%) Dynamics AX
2 26 (0.95%) Dynamics CRM
3 19 (0.70%) NetSuite
4 17 (0.62%) Cognos TM1
5 14 (0.51%) Cognos Business Intelligence
5 14 (0.51%) MetaTrader
6 10 (0.37%) Elite 3E
7 9 (0.33%) Dynamics NAV
8 8 (0.29%) Markit EDM
9 6 (0.22%) Salesforce.com CRM
10 4 (0.15%) Oracle Receivables
10 4 (0.15%) Postilion
10 4 (0.15%) Sage 200
10 4 (0.15%) thinkFolio
11 3 (0.11%) Adobe Campaign
11 3 (0.11%) Cognos Planning
11 3 (0.11%) HFM
12 2 (0.073%) Dynamics SL
12 2 (0.073%) Unit4 Business World
13 1 (0.037%) Beauchamp
Cloud Services
1 594 (21.77%) Microsoft Azure
2 192 (7.04%) Azure Data Factory
3 65 (2.38%) Amazon AWS
4 41 (1.50%) PaaS
5 38 (1.39%) SaaS
6 35 (1.28%) Office 365
7 29 (1.06%) Dynamics 365
8 28 (1.03%) Cortana Intelligence Suite
9 27 (0.99%) Google Analytics
10 26 (0.95%) Azure Machine Learning
11 15 (0.55%) IaaS
12 11 (0.40%) Data Lake Analytics
13 5 (0.18%) Cloud Computing
13 5 (0.18%) Google Cloud Platform
13 5 (0.18%) Serverless
14 4 (0.15%) Amazon EC2
14 4 (0.15%) Amazon S3
14 4 (0.15%) Azure Active Directory
14 4 (0.15%) Google Tag Manager
15 3 (0.11%) OneDrive
Communications & Networking
1 37 (1.36%) Internet
2 24 (0.88%) SMS
3 6 (0.22%) Firewall
3 6 (0.22%) FTP
4 5 (0.18%) SAN
5 4 (0.15%) DNS
5 4 (0.15%) Network Security
6 3 (0.11%) Wireless
7 2 (0.073%) NAS
8 1 (0.037%) GoToMeeting
8 1 (0.037%) Intranet
8 1 (0.037%) LTE
8 1 (0.037%) SSL
8 1 (0.037%) TCP/IP
8 1 (0.037%) WebEx
Database & Business Intelligence
1 2,515 (92.19%) SQL Server Integration Services
2 2,398 (87.90%) SQL Server Reporting Services
3 2,201 (80.68%) SQL Server
4 1,418 (51.98%) Data Warehouse
5 967 (35.45%) Power BI
6 382 (14.00%) SQL Server 2016
7 356 (13.05%) Microsoft Analysis Services
8 339 (12.43%) SQL Server 2012
9 313 (11.47%) SQL Server 2014
10 243 (8.91%) OLAP
11 218 (7.99%) SQL Server 2008
12 210 (7.70%) Data Lake
13 187 (6.85%) QlikView
14 177 (6.49%) Big Data
15 159 (5.83%) Relational Database
16 134 (4.91%) Azure SQL Database
17 124 (4.55%) Azure SQL Data Warehouse
18 106 (3.89%) Hadoop
19 105 (3.85%) OLTP
20 97 (3.56%) NoSQL
Development Applications
1 176 (6.45%) Team Foundation Server
2 157 (5.76%) SQL Server Management Studio (SSMS)
3 149 (5.46%) Visual Studio
4 50 (1.83%) JIRA
5 28 (1.03%) Jenkins
6 27 (0.99%) Git (software)
7 26 (0.95%) Visual Studio Team System
8 24 (0.88%) Octopus Deploy
9 22 (0.81%) Jasmine
9 22 (0.81%) Karma Test Runner
9 22 (0.81%) PhantomJS
9 22 (0.81%) webpack
10 19 (0.70%) Eclipse
11 13 (0.48%) TeamCity
12 11 (0.40%) RStudio
12 11 (0.40%) Subversion
13 9 (0.33%) MSTest
14 7 (0.26%) ERwin
15 6 (0.22%) Selenium
16 3 (0.11%) MorphX
General
1 619 (22.69%) Finance
2 358 (13.12%) Advertising
3 130 (4.77%) Marketing
4 121 (4.44%) Retail
5 82 (3.01%) Banking
6 40 (1.47%) Legal
7 36 (1.32%) Law
8 28 (1.03%) Manufacturing
9 21 (0.77%) Games
10 12 (0.44%) Billing
11 11 (0.40%) Investment Banking
12 8 (0.29%) Telecoms
13 6 (0.22%) Electronics
13 6 (0.22%) Front Office
14 5 (0.18%) Back Office
15 4 (0.15%) Publishing
16 3 (0.11%) Aerospace
17 2 (0.073%) Financial Institution
18 1 (0.037%) General Ledger
18 1 (0.037%) Pharmaceutical
Job Titles
1 1,559 (57.15%) Developer
2 957 (35.08%) Business Intelligence Developer
3 629 (23.06%) SQL Developer
4 391 (14.33%) DBA
5 335 (12.28%) SQL BI Developer
6 331 (12.13%) SQL DBA
7 303 (11.11%) Analyst
8 291 (10.67%) SSIS Developer
9 265 (9.71%) SQL Server Developer
10 264 (9.68%) SSRS Developer
11 211 (7.73%) SSAS Developer
12 210 (7.70%) Consultant
13 195 (7.15%) Business Developer
14 184 (6.74%) Data Warehouse Developer
15 167 (6.12%) Senior Developer
16 148 (5.43%) SQL Server DBA
17 144 (5.28%) Business Intelligence Consultant
18 137 (5.02%) SQL Server BI Developer
19 133 (4.88%) Administrator
19 133 (4.88%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 523 (19.17%) .NET
2 195 (7.15%) MDX
3 136 (4.99%) ASP.NET
4 133 (4.88%) Web Services
5 122 (4.47%) HTML
6 113 (4.14%) .NET Framework
7 101 (3.70%) Entity Framework
8 91 (3.34%) CSS
9 76 (2.79%) HTML5
10 75 (2.75%) REST
11 63 (2.31%) XML
12 61 (2.24%) WPF
13 56 (2.05%) SOAP
14 52 (1.91%) jQuery
15 51 (1.87%) AngularJS
16 48 (1.76%) JSON
17 44 (1.61%) ASP.NET MVC
18 36 (1.32%) RESTful
19 32 (1.17%) LINQ
20 29 (1.06%) ASP.NET Web API
Miscellaneous
1 283 (10.37%) Analytical Skills
2 136 (4.99%) Replication
3 96 (3.52%) Clustering
4 78 (2.86%) Management Information System
5 75 (2.75%) Self-Motivation
6 74 (2.71%) Greenfield Project
7 68 (2.49%) Computer Science
8 63 (2.31%) Data Structures
8 63 (2.31%) Fintech
9 36 (1.32%) User Experience
10 29 (1.06%) Algorithms
11 28 (1.03%) Driving Licence
12 26 (0.95%) Enterprise Software
13 22 (0.81%) Virtual Team
14 19 (0.70%) Reinsurance
15 18 (0.66%) Client/Server
16 17 (0.62%) Foreign Exchange (FX)
17 15 (0.55%) Analytical Mindset
18 14 (0.51%) NHS
18 14 (0.51%) Spread Betting
Operating Systems
1 130 (4.77%) Windows
2 46 (1.69%) Windows Server
3 43 (1.58%) Linux
4 23 (0.84%) VMS
5 14 (0.51%) Windows Server 2012
6 12 (0.44%) Windows Server 2008
7 9 (0.33%) Unix
8 3 (0.11%) Apple iOS
8 3 (0.11%) Red Hat Enterprise Linux
9 2 (0.073%) Android
10 1 (0.037%) Windows Mobile
Processes & Methodologies
1 2,062 (75.59%) Business Intelligence
2 946 (34.68%) ETL
3 495 (18.15%) Agile Software Development
4 482 (17.67%) Analytics
5 371 (13.60%) Data Modelling
6 369 (13.53%) Performance Tuning
7 348 (12.76%) Visualisation
8 277 (10.15%) Kimball Methodology
9 252 (9.24%) Migration
10 241 (8.83%) Problem-Solving
11 208 (7.62%) Data Visualisation
12 162 (5.94%) Data Analysis
13 151 (5.54%) Data Analytics
14 146 (5.35%) Scrum
15 125 (4.58%) SDLC
16 123 (4.51%) Mentoring
17 113 (4.14%) CRM
18 112 (4.11%) Data Integration
18 112 (4.11%) Dimensional Modelling
19 108 (3.96%) High Availability
Programming Languages
1 2,247 (82.37%) SQL
2 1,411 (51.72%) T-SQL
3 462 (16.94%) C#
4 270 (9.90%) PowerShell
5 197 (7.22%) Data Analysis Expressions (DAX)
6 140 (5.13%) JavaScript
7 97 (3.56%) Python
8 91 (3.34%) R
8 91 (3.34%) VBA
9 76 (2.79%) VB.NET
10 55 (2.02%) VB
11 41 (1.50%) Java
12 39 (1.43%) PL/SQL
13 17 (0.62%) X++
14 14 (0.51%) U-SQL
15 10 (0.37%) VBScript
16 9 (0.33%) MATLAB
16 9 (0.33%) TypeScript
17 8 (0.29%) PHP
17 8 (0.29%) Shell Script
Qualifications
1 195 (7.15%) Degree
2 98 (3.59%) Microsoft Certification
3 30 (1.10%) Computer Science Degree
4 29 (1.06%) MCSE
5 23 (0.84%) Security Cleared
6 21 (0.77%) MCSA
7 16 (0.59%) MCITP
8 11 (0.40%) MCP
9 10 (0.37%) Microsoft Certified Architect
10 9 (0.33%) MBA
10 9 (0.33%) SC Cleared
11 8 (0.29%) ITIL Certification
12 7 (0.26%) MCTS
12 7 (0.26%) Postgraduate
13 6 (0.22%) Numerate Degree
14 5 (0.18%) Master's Degree
14 5 (0.18%) MCSD
14 5 (0.18%) PhD
15 4 (0.15%) ISEB
15 4 (0.15%) PMP
Quality Assurance & Compliance
1 102 (3.74%) Data Quality
2 89 (3.26%) QA
3 35 (1.28%) GDPR
4 20 (0.73%) SLA
5 7 (0.26%) PMO
6 3 (0.11%) ISO/IEC 27001
6 3 (0.11%) PCI DSS
7 2 (0.073%) TickIT
8 1 (0.037%) Basel III
8 1 (0.037%) CRD IV
8 1 (0.037%) MiFID
System Software
1 36 (1.32%) HDFS
2 27 (0.99%) Active Directory
3 6 (0.22%) Virtual Machines
4 3 (0.11%) Docker
4 3 (0.11%) Oracle RAC
4 3 (0.11%) VMware Infrastructure
5 1 (0.037%) Virtual Servers
Systems Management
1 24 (0.88%) Failover Clustering
2 22 (0.81%) Systems Management Server (SMS)
3 16 (0.59%) Opscode Chef
4 14 (0.51%) Ambari
5 11 (0.40%) Puppet
6 7 (0.26%) Galera Cluster
7 6 (0.22%) Microsoft Clustering
8 5 (0.18%) SQL Sentry
9 4 (0.15%) CloudHub
9 4 (0.15%) Control-M
9 4 (0.15%) Data Guard
10 3 (0.11%) HP Quality Center
11 2 (0.073%) Hadoop YARN
11 2 (0.073%) HP ALM
11 2 (0.073%) Oracle RMAN
11 2 (0.073%) SCOM
12 1 (0.037%) HP Data Protector
12 1 (0.037%) Oracle Enterprise Manager
12 1 (0.037%) SCCM
12 1 (0.037%) Single Sign-On
Vendors
1 1,478 (54.18%) Microsoft
2 404 (14.81%) Tableau
3 179 (6.56%) Oracle
4 112 (4.11%) Cognos
5 53 (1.94%) SAP
6 38 (1.39%) Google
7 26 (0.95%) Facebook
8 24 (0.88%) Alteryx
9 19 (0.70%) JD Edwards
9 19 (0.70%) RedGate
9 19 (0.70%) Salesforce.com
10 18 (0.66%) Informatica
10 18 (0.66%) VMware
11 16 (0.59%) Talend
12 15 (0.55%) Siebel
13 14 (0.51%) IBM
13 14 (0.51%) WorldPay
14 12 (0.44%) Aderant
15 11 (0.40%) Infragistics
15 11 (0.40%) ServiceNow