Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 August 2018 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
England > London
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 198 233 223
Rank change year-on-year +35 -10 -45
Permanent jobs citing SQL Server Analysis Services 1,280 1,144 1,266
As % of all permanent IT jobs advertised in London 1.85% 1.55% 1.57%
As % of the Database & Business Intelligence category 5.91% 5.24% 5.24%
Number of salaries quoted 1,145 1,055 1,139
London median annual salary £57,500 £57,500 £55,000
Median salary % change year-on-year - +4.55% -2.65%
10th Percentile £41,000 £40,000 £41,250
90th Percentile £77,500 £77,250 £75,000
England median annual salary £50,000 £47,500 £48,500
% change year-on-year +5.26% -2.06% +2.11%

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,662 21,819 24,163
As % of all permanent IT jobs advertised in London 31.36% 29.54% 29.94%
Number of salaries quoted 17,085 17,785 21,102
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £92,500 £90,000 £86,250
England 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 London

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

Job vacancy trend for SQL Server Analysis Services in London

SQL Server Analysis Services
Salary Trend in London

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

Salary trend for SQL Server Analysis Services in London

SQL Server Analysis Services
Salary Histogram in London

The salary distribution of IT jobs citing SQL Server Analysis Services in London over the 6 months to 21 August 2018.

Salary histogram for SQL Server Analysis Services in London

SQL Server Analysis Services
Job Locations in London

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 London region over the 6 months to 21 August 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
Central London -6 340 £62,500 +4.17% 39
West London +39 94 £55,000 +22.22% 12
South London +52 71 £48,000 +1.05% 2
East London -21 10 £50,000 -4.76% 6
North London +8 3 £47,500 -14.41%
SQL Server Analysis Services
England

For the 6 months to 21 August 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 London region with a requirement for SQL Server Analysis Services.

1 1,185 (92.58%) SQL Server Integration Services
2 1,099 (85.86%) SQL Server Reporting Services
3 1,033 (80.70%) SQL Server
4 1,027 (80.23%) Business Intelligence
5 993 (77.58%) SQL
6 767 (59.92%) Data Warehouse
7 746 (58.28%) Microsoft
8 611 (47.73%) T-SQL
9 527 (41.17%) Power BI
10 467 (36.48%) ETL
11 391 (30.55%) Finance
12 313 (24.45%) Microsoft Azure
13 301 (23.52%) Agile Software Development
14 278 (21.72%) .NET
15 258 (20.16%) C#
16 248 (19.38%) Analytics
17 190 (14.84%) Microsoft Analysis Services
18 187 (14.61%) Visualisation
19 186 (14.53%) Tableau
20 181 (14.14%) Data Analysis Expressions (DAX)
21 178 (13.91%) SQL Server 2016
22 157 (12.27%) Data Modelling
23 153 (11.95%) SQL Server 2014
24 147 (11.48%) SQL Server 2012
25 146 (11.41%) Team Foundation Server
26 145 (11.33%) Advertising
27 143 (11.17%) SQL Server 2008
28 140 (10.94%) Data Lake
29 135 (10.55%) MDX
30 131 (10.23%) Big Data

SQL Server Analysis Services
Co-occurring IT Skills in London 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 53 (4.14%) SharePoint
2 28 (2.19%) SAS
3 27 (2.11%) Apache Spark
4 12 (0.94%) NServiceBus
5 11 (0.86%) IIS
6 7 (0.55%) BizTalk Server
7 6 (0.47%) Apache
7 6 (0.47%) Confluence
8 5 (0.39%) CMS
9 4 (0.31%) Gentran
9 4 (0.31%) SharePoint Server
9 4 (0.31%) Sitecore CMS
10 3 (0.23%) Plone
10 3 (0.23%) SharePoint 2010
10 3 (0.23%) SharePoint 2013
10 3 (0.23%) Zope
11 2 (0.16%) Anypoint
11 2 (0.16%) JBoss
12 1 (0.078%) Apache Pig
12 1 (0.078%) Elasticsearch
Applications
1 114 (8.91%) Microsoft Excel
2 27 (2.11%) MS Visio
3 11 (0.86%) Microsoft Office
4 7 (0.55%) SPSS
5 6 (0.47%) Spreadsheet
6 1 (0.078%) Microsoft PowerPoint
6 1 (0.078%) Microsoft Project
Business Applications
1 28 (2.19%) Dynamics AX
2 25 (1.95%) Dynamics CRM
3 14 (1.09%) Dynamics NAV
4 10 (0.78%) NetSuite
5 8 (0.63%) Markit EDM
6 5 (0.39%) Cognos Planning
6 5 (0.39%) Cognos TM1
6 5 (0.39%) HFM
6 5 (0.39%) MetaTrader
7 4 (0.31%) Oracle Receivables
7 4 (0.31%) thinkFolio
8 1 (0.078%) Elite 3E
Cloud Services
1 313 (24.45%) Microsoft Azure
2 100 (7.81%) Azure Data Factory
3 48 (3.75%) PaaS
4 38 (2.97%) Amazon AWS
5 24 (1.88%) Data Lake Analytics
6 21 (1.64%) Azure Machine Learning
7 18 (1.41%) SaaS
8 17 (1.33%) Office 365
9 15 (1.17%) Cortana Intelligence Suite
9 15 (1.17%) Dynamics 365
10 14 (1.09%) Google Analytics
10 14 (1.09%) IaaS
11 5 (0.39%) Cloud Computing
12 4 (0.31%) GitHub
13 3 (0.23%) Amazon EC2
13 3 (0.23%) Azure Functions
13 3 (0.23%) Serverless
14 2 (0.16%) Amazon S3
14 2 (0.16%) Google Cloud Platform
14 2 (0.16%) Google Tag Manager
Communications & Networking
1 9 (0.70%) Internet
1 9 (0.70%) SAN
2 5 (0.39%) FTP
3 3 (0.23%) Firewall
3 3 (0.23%) Intranet
4 1 (0.078%) DHCP
4 1 (0.078%) DNS
4 1 (0.078%) GoToMeeting
4 1 (0.078%) LAN
4 1 (0.078%) SMTP
4 1 (0.078%) SSL
4 1 (0.078%) WAN
4 1 (0.078%) WebEx
Database & Business Intelligence
1 1,185 (92.58%) SQL Server Integration Services
2 1,099 (85.86%) SQL Server Reporting Services
3 1,033 (80.70%) SQL Server
4 767 (59.92%) Data Warehouse
5 527 (41.17%) Power BI
6 190 (14.84%) Microsoft Analysis Services
7 178 (13.91%) SQL Server 2016
8 153 (11.95%) SQL Server 2014
9 147 (11.48%) SQL Server 2012
10 143 (11.17%) SQL Server 2008
11 140 (10.94%) Data Lake
12 131 (10.23%) Big Data
13 127 (9.92%) OLAP
14 105 (8.20%) Azure SQL Database
15 94 (7.34%) Azure SQL Data Warehouse
16 85 (6.64%) Relational Database
17 82 (6.41%) Hadoop
18 63 (4.92%) QlikView
19 60 (4.69%) PowerPivot
20 54 (4.22%) OLAP Cube
Development Applications
1 146 (11.41%) Team Foundation Server
2 89 (6.95%) Visual Studio
3 28 (2.19%) JIRA
4 26 (2.03%) SQL Server Management Studio (SSMS)
5 25 (1.95%) Git (software)
6 22 (1.72%) Subversion
7 16 (1.25%) Visual Studio Team System
8 14 (1.09%) RStudio
9 8 (0.63%) Eclipse
9 8 (0.63%) Jenkins
9 8 (0.63%) Octopus Deploy
10 7 (0.55%) ER Studio
11 6 (0.47%) ERwin
12 5 (0.39%) TeamCity
12 5 (0.39%) tSQLt
13 4 (0.31%) VSS/SourceSafe
14 2 (0.16%) Mercurial
15 1 (0.078%) Atlassian Bamboo
15 1 (0.078%) Bitbucket
15 1 (0.078%) TortoiseSVN
General
1 391 (30.55%) Finance
2 145 (11.33%) Advertising
3 73 (5.70%) Banking
4 47 (3.67%) Retail
5 32 (2.50%) Law
6 26 (2.03%) Marketing
7 19 (1.48%) Legal
8 16 (1.25%) Investment Banking
9 10 (0.78%) Games
10 8 (0.63%) General Ledger
11 6 (0.47%) Billing
11 6 (0.47%) Pharmaceutical
12 4 (0.31%) Front Office
13 3 (0.23%) Back Office
14 2 (0.16%) Financial Institution
14 2 (0.16%) Retail Banking
15 1 (0.078%) Local Government
15 1 (0.078%) Publishing
15 1 (0.078%) Telecoms
Job Titles
1 831 (64.92%) Developer
2 513 (40.08%) Business Intelligence Developer
3 376 (29.38%) SQL Developer
4 261 (20.39%) SSIS Developer
5 224 (17.50%) SQL BI Developer
6 217 (16.95%) SSRS Developer
7 208 (16.25%) SSAS Developer
8 169 (13.20%) SQL Server Developer
9 122 (9.53%) Analyst
10 121 (9.45%) Consultant
11 111 (8.67%) C# Developer
12 110 (8.59%) Senior Developer
13 108 (8.44%) SQL Server BI Developer
14 92 (7.19%) DBA
14 92 (7.19%) Microsoft BI Developer
14 92 (7.19%) Microsoft Developer
14 92 (7.19%) Power BI Developer
15 91 (7.11%) Business Developer
16 81 (6.33%) SQL DBA
17 79 (6.17%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 278 (21.72%) .NET
2 135 (10.55%) MDX
3 118 (9.22%) .NET Framework
4 95 (7.42%) Entity Framework
5 83 (6.48%) Web Services
6 76 (5.94%) HTML
7 60 (4.69%) CSS
8 47 (3.67%) jQuery
9 46 (3.59%) ASP.NET
10 39 (3.05%) AngularJS
11 34 (2.66%) ASP.NET Web Forms
12 30 (2.34%) ASP.NET Web API
12 30 (2.34%) XML
13 24 (1.88%) HTML5
14 21 (1.64%) SOAP
15 18 (1.41%) ASP.NET MVC
16 17 (1.33%) REST
17 14 (1.09%) JSON
17 14 (1.09%) LINQ
18 13 (1.02%) Apache Flex
Miscellaneous
1 128 (10.00%) Analytical Skills
2 67 (5.23%) Replication
3 51 (3.98%) Greenfield Project
4 49 (3.83%) Algorithms
5 47 (3.67%) Data Structures
6 42 (3.28%) User Experience
7 41 (3.20%) Computer Science
8 36 (2.81%) Fintech
9 30 (2.34%) Clustering
9 30 (2.34%) Self-Motivation
10 28 (2.19%) Management Information System
11 24 (1.88%) Reinsurance
12 14 (1.09%) Analytical Mindset
12 14 (1.09%) Foreign Exchange (FX)
12 14 (1.09%) NHS
13 13 (1.02%) Client/Server
14 11 (0.86%) Fixed Income
15 10 (0.78%) Virtual Team
16 9 (0.70%) Enterprise Software
17 8 (0.63%) Hedge funds
Operating Systems
1 48 (3.75%) Windows
2 18 (1.41%) Linux
3 13 (1.02%) Windows Server
4 6 (0.47%) Apple iOS
5 5 (0.39%) VMS
5 5 (0.39%) Windows Server 2012
6 4 (0.31%) Windows Server 2008
7 1 (0.078%) Red Hat Enterprise Linux
7 1 (0.078%) Unix
7 1 (0.078%) Windows 7
Processes & Methodologies
1 1,027 (80.23%) Business Intelligence
2 467 (36.48%) ETL
3 301 (23.52%) Agile Software Development
4 248 (19.38%) Analytics
5 187 (14.61%) Visualisation
6 157 (12.27%) Data Modelling
7 125 (9.77%) Kimball Methodology
8 115 (8.98%) Performance Tuning
9 110 (8.59%) Problem-Solving
10 105 (8.20%) Data Management
11 102 (7.97%) SDLC
12 100 (7.81%) Data Visualisation
13 96 (7.50%) Migration
14 93 (7.27%) Scrum
15 87 (6.80%) High Availability
16 86 (6.72%) Data Science
17 80 (6.25%) Data Analysis
18 73 (5.70%) Machine Learning
19 71 (5.55%) Data Integration
20 69 (5.39%) Dimensional Modelling
Programming Languages
1 993 (77.58%) SQL
2 611 (47.73%) T-SQL
3 258 (20.16%) C#
4 181 (14.14%) Data Analysis Expressions (DAX)
5 90 (7.03%) PowerShell
6 84 (6.56%) Python
7 77 (6.02%) JavaScript
8 73 (5.70%) R
9 41 (3.20%) VBA
10 37 (2.89%) Java
11 28 (2.19%) VB
12 20 (1.56%) VB.NET
13 17 (1.33%) PL/SQL
14 14 (1.09%) U-SQL
15 11 (0.86%) PHP
16 8 (0.63%) Shell Script
17 6 (0.47%) Perl
18 5 (0.39%) MATLAB
18 5 (0.39%) VBScript
19 4 (0.31%) ActionScript
Qualifications
1 118 (9.22%) Degree
2 65 (5.08%) Microsoft Certification
3 22 (1.72%) Computer Science Degree
4 15 (1.17%) MCSE
5 13 (1.02%) MCITP
6 11 (0.86%) Microsoft Certified Architect
7 10 (0.78%) Security Cleared
8 6 (0.47%) Numerate Degree
8 6 (0.47%) SC Cleared
9 5 (0.39%) Master's Degree
9 5 (0.39%) MCSA
9 5 (0.39%) MCT
10 2 (0.16%) MCTS
11 1 (0.078%) ISTQB
11 1 (0.078%) MBA
11 1 (0.078%) PhD
11 1 (0.078%) PMI Certification
11 1 (0.078%) PMP
Quality Assurance & Compliance
1 60 (4.69%) QA
2 41 (3.20%) Data Quality
3 18 (1.41%) SLA
4 6 (0.47%) GDPR
5 4 (0.31%) Solvency II
6 3 (0.23%) MiFID
7 2 (0.16%) ISO/IEC 27001
7 2 (0.16%) PMO
8 1 (0.078%) Basel III
8 1 (0.078%) CRD IV
8 1 (0.078%) EMIR
8 1 (0.078%) GCP
8 1 (0.078%) PCI DSS
System Software
1 12 (0.94%) HDFS
2 8 (0.63%) Active Directory
3 5 (0.39%) VMware Infrastructure
4 1 (0.078%) Apache Flume
4 1 (0.078%) Docker
4 1 (0.078%) Hyper-V
4 1 (0.078%) Oracle RAC
4 1 (0.078%) Terminal Services
4 1 (0.078%) Virtual Machines
4 1 (0.078%) VMware ESXi
4 1 (0.078%) XenApp
Systems Management
1 12 (0.94%) Ambari
2 5 (0.39%) Opscode Chef
3 4 (0.31%) Control-M
4 3 (0.23%) Failover Clustering
4 3 (0.23%) HP Quality Center
5 2 (0.16%) CloudHub
5 2 (0.16%) Perfmon
5 2 (0.16%) Puppet
5 2 (0.16%) SCOM
6 1 (0.078%) Ansible
6 1 (0.078%) Data Guard
6 1 (0.078%) Grafana
6 1 (0.078%) HP ALM
6 1 (0.078%) Microsoft Clustering
6 1 (0.078%) Microsoft Data Protection Manager
6 1 (0.078%) Prometheus
6 1 (0.078%) SCOrch
6 1 (0.078%) Single Sign-On
6 1 (0.078%) Symantec Enterprise Vault
Vendors
1 746 (58.28%) Microsoft
2 186 (14.53%) Tableau
3 94 (7.34%) Oracle
4 51 (3.98%) Cognos
5 22 (1.72%) Google
6 20 (1.56%) MicroStrategy
7 17 (1.33%) SAP
8 13 (1.02%) RedGate
8 13 (1.02%) Siebel
9 12 (0.94%) Databricks
9 12 (0.94%) WorldPay
10 11 (0.86%) Cloudera
10 11 (0.86%) VMware
11 10 (0.78%) IBM
11 10 (0.78%) JD Edwards
12 7 (0.55%) Alteryx
12 7 (0.55%) Informatica
12 7 (0.55%) Salesforce.com
12 7 (0.55%) Tagetik
12 7 (0.55%) TIBCO