Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 November 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 November 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 Nov 2018		 Same period 2017 Same period 2016
Rank 207 262 234
Rank change year-on-year +55 -28 -57
Permanent jobs citing SQL Server Analysis Services 1,168 1,019 1,139
As % of all permanent IT jobs advertised in London 1.73% 1.35% 1.51%
As % of the Database & Business Intelligence category 5.76% 4.58% 5.11%
Number of salaries quoted 1,060 919 1,046
London median annual salary £57,500 £57,500 £57,500
10th Percentile £38,700 £39,000 £41,250
90th Percentile £77,500 £77,250 £76,875
England median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% -

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 20,266 22,245 22,300
As % of all permanent IT jobs advertised in London 30.09% 29.42% 29.47%
Number of salaries quoted 16,531 17,839 19,432
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 £95,000 £88,750 £87,500
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +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 November 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 November 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 -8 252 £60,000 +9.09% 40
West London +24 78 £50,000 +25.00% 12
South London +39 59 £53,500 -2.73% 2
East London -13 10 £50,000 -4.76% 3
North London +3 2 £47,500 -9.52% 2
SQL Server Analysis Services
England

For the 6 months to 21 November 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 1,084 (92.81%) SQL Server Integration Services
2 1,014 (86.82%) SQL Server Reporting Services
3 962 (82.36%) SQL Server
4 936 (80.14%) Business Intelligence
5 907 (77.65%) SQL
6 661 (56.59%) Data Warehouse
7 646 (55.31%) Microsoft
8 603 (51.63%) T-SQL
9 499 (42.72%) Power BI
10 421 (36.04%) ETL
11 398 (34.08%) Finance
12 325 (27.83%) Microsoft Azure
13 312 (26.71%) C#
14 265 (22.69%) .NET
15 253 (21.66%) Agile Software Development
16 228 (19.52%) Analytics
17 190 (16.27%) Microsoft Analysis Services
18 188 (16.10%) Visualisation
19 173 (14.81%) Tableau
20 168 (14.38%) Data Modelling
21 163 (13.96%) Microsoft Excel
22 156 (13.36%) SQL Server 2016
23 152 (13.01%) Data Analysis Expressions (DAX)
24 146 (12.50%) OLAP
25 136 (11.64%) SQL Server 2008
26 134 (11.47%) SQL Server 2012
27 131 (11.22%) MDX
28 128 (10.96%) Team Foundation Server
29 127 (10.87%) Analytical Skills
30 124 (10.62%) Data Lake

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 84 (7.19%) SharePoint
2 34 (2.91%) SAS
3 13 (1.11%) CMS
4 12 (1.03%) Apache Spark
4 12 (1.03%) Sitecore CMS
5 10 (0.86%) IIS
6 9 (0.77%) DNN
7 8 (0.68%) Apache
8 6 (0.51%) NServiceBus
8 6 (0.51%) Plone
8 6 (0.51%) SharePoint 2010
8 6 (0.51%) SharePoint 2013
8 6 (0.51%) Zope
9 4 (0.34%) Elasticsearch
10 3 (0.26%) Oracle HTTP Server
10 3 (0.26%) Tomcat
10 3 (0.26%) WebSphere
11 1 (0.086%) Apache Pig
11 1 (0.086%) Confluence
11 1 (0.086%) Skype for Business
Applications
1 163 (13.96%) Microsoft Excel
2 27 (2.31%) MS Visio
3 10 (0.86%) Microsoft Office
4 6 (0.51%) SPSS
5 3 (0.26%) Microsoft PowerPoint
6 1 (0.086%) Spreadsheet
Business Applications
1 18 (1.54%) Dynamics CRM
2 17 (1.46%) Dynamics AX
3 11 (0.94%) Dynamics NAV
4 5 (0.43%) Cognos TM1
5 4 (0.34%) Cognos Planning
5 4 (0.34%) HFM
6 2 (0.17%) NetSuite
6 2 (0.17%) SAP Business One
7 1 (0.086%) Cognos Business Intelligence
7 1 (0.086%) MetaTrader
Cloud Services
1 325 (27.83%) Microsoft Azure
2 108 (9.25%) Azure Data Factory
3 55 (4.71%) PaaS
4 53 (4.54%) Amazon AWS
5 47 (4.02%) Data Lake Analytics
6 19 (1.63%) Azure Machine Learning
7 18 (1.54%) Dynamics 365
7 18 (1.54%) IaaS
8 17 (1.46%) Office 365
9 16 (1.37%) SaaS
10 6 (0.51%) GitHub
11 5 (0.43%) Google Analytics
11 5 (0.43%) Google Cloud Platform
12 4 (0.34%) Cloud Computing
12 4 (0.34%) Cortana Intelligence Suite
13 2 (0.17%) Amazon EC2
13 2 (0.17%) Azure Functions
13 2 (0.17%) Serverless
Communications & Networking
1 11 (0.94%) SAN
2 4 (0.34%) Internet
2 4 (0.34%) Intranet
3 3 (0.26%) HTTP
4 2 (0.17%) Fibre Channel
4 2 (0.17%) iSCSI
5 1 (0.086%) DHCP
5 1 (0.086%) DNS
5 1 (0.086%) Firewall
5 1 (0.086%) LAN
5 1 (0.086%) SMTP
5 1 (0.086%) WAN
Database & Business Intelligence
1 1,084 (92.81%) SQL Server Integration Services
2 1,014 (86.82%) SQL Server Reporting Services
3 962 (82.36%) SQL Server
4 661 (56.59%) Data Warehouse
5 499 (42.72%) Power BI
6 190 (16.27%) Microsoft Analysis Services
7 156 (13.36%) SQL Server 2016
8 146 (12.50%) OLAP
9 136 (11.64%) SQL Server 2008
10 134 (11.47%) SQL Server 2012
11 124 (10.62%) Data Lake
12 116 (9.93%) Azure SQL Database
13 101 (8.65%) SQL Server 2014
14 89 (7.62%) Big Data
15 88 (7.53%) Relational Database
16 84 (7.19%) Azure SQL Data Warehouse
17 75 (6.42%) QlikView
18 67 (5.74%) OLAP Cube
19 49 (4.20%) Hadoop
19 49 (4.20%) NoSQL
Development Applications
1 128 (10.96%) Team Foundation Server
2 103 (8.82%) Visual Studio
3 33 (2.83%) SQL Server Management Studio (SSMS)
4 29 (2.48%) Git (software)
5 25 (2.14%) Subversion
6 23 (1.97%) ER Studio
7 18 (1.54%) ERwin
8 13 (1.11%) Eclipse
9 11 (0.94%) JIRA
10 9 (0.77%) RStudio
11 6 (0.51%) Jenkins
11 6 (0.51%) TeamCity
11 6 (0.51%) Visual Studio Team System
12 4 (0.34%) Octopus Deploy
12 4 (0.34%) tSQLt
13 3 (0.26%) GitLab
13 3 (0.26%) Maven
13 3 (0.26%) VSS/SourceSafe
14 2 (0.17%) Mercurial
15 1 (0.086%) TortoiseSVN
General
1 398 (34.08%) Finance
2 102 (8.73%) Banking
3 95 (8.13%) Advertising
4 60 (5.14%) Retail
5 28 (2.40%) Law
6 26 (2.23%) Investment Banking
7 21 (1.80%) Marketing
8 18 (1.54%) Legal
9 9 (0.77%) General Ledger
10 8 (0.68%) Financial Institution
11 7 (0.60%) Pharmaceutical
12 4 (0.34%) Billing
13 3 (0.26%) Games
14 2 (0.17%) Local Government
14 2 (0.17%) Retail Banking
14 2 (0.17%) Telecoms
15 1 (0.086%) Back Office
15 1 (0.086%) Front Office
15 1 (0.086%) Multimedia
15 1 (0.086%) Publishing
Job Titles
1 738 (63.18%) Developer
2 446 (38.18%) Business Intelligence Developer
3 358 (30.65%) SQL Developer
4 209 (17.89%) SQL BI Developer
5 208 (17.81%) SSIS Developer
6 182 (15.58%) SSRS Developer
7 152 (13.01%) Analyst
8 151 (12.93%) SSAS Developer
9 138 (11.82%) SQL Server Developer
10 132 (11.30%) Senior Developer
11 106 (9.08%) Consultant
12 98 (8.39%) C# Developer
13 91 (7.79%) SQL Server BI Developer
14 89 (7.62%) Senior Business Intelligence Developer
15 84 (7.19%) DBA
16 81 (6.93%) SQL DBA
17 79 (6.76%) Data Warehouse Developer
18 73 (6.25%) Business Intelligence Consultant
19 70 (5.99%) Power BI Developer
20 67 (5.74%) .NET Developer
Libraries, Frameworks & Software Standards
1 265 (22.69%) .NET
2 131 (11.22%) MDX
3 93 (7.96%) .NET Framework
4 80 (6.85%) HTML
5 77 (6.59%) ASP.NET
6 64 (5.48%) Entity Framework
7 61 (5.22%) CSS
8 59 (5.05%) Web Services
9 50 (4.28%) jQuery
10 39 (3.34%) AngularJS
11 35 (3.00%) XML
12 32 (2.74%) ASP.NET Web Forms
13 30 (2.57%) ASP.NET MVC
14 28 (2.40%) ASP.NET Web API
14 28 (2.40%) HTML5
15 22 (1.88%) JSON
16 16 (1.37%) LINQ
17 13 (1.11%) Apache Flex
17 13 (1.11%) Aurelia
17 13 (1.11%) Flash
Miscellaneous
1 127 (10.87%) Analytical Skills
2 53 (4.54%) Greenfield Project
3 49 (4.20%) Replication
4 38 (3.25%) Clustering
5 34 (2.91%) Data Structures
6 33 (2.83%) Computer Science
7 27 (2.31%) Fintech
8 24 (2.05%) Reinsurance
9 22 (1.88%) User Experience
10 20 (1.71%) Algorithms
11 14 (1.20%) Client/Server
12 13 (1.11%) Management Information System
13 12 (1.03%) NHS
14 10 (0.86%) Mobile App
14 10 (0.86%) Self-Motivation
15 9 (0.77%) Foreign Exchange (FX)
16 8 (0.68%) Hedge funds
17 7 (0.60%) Enterprise Software
17 7 (0.60%) Life Science
18 5 (0.43%) Credit Risk
Operating Systems
1 49 (4.20%) Windows
2 15 (1.28%) Linux
3 12 (1.03%) Windows Server
4 7 (0.60%) Apple iOS
5 6 (0.51%) Windows Server 2012
6 2 (0.17%) Windows Server 2008
7 1 (0.086%) VMS
7 1 (0.086%) Windows 7
Processes & Methodologies
1 936 (80.14%) Business Intelligence
2 421 (36.04%) ETL
3 253 (21.66%) Agile Software Development
4 228 (19.52%) Analytics
5 188 (16.10%) Visualisation
6 168 (14.38%) Data Modelling
7 114 (9.76%) Kimball Methodology
8 109 (9.33%) Data Management
9 101 (8.65%) Performance Tuning
10 100 (8.56%) Problem-Solving
11 99 (8.48%) Dimensional Modelling
12 95 (8.13%) Migration
13 94 (8.05%) Data Visualisation
14 87 (7.45%) SDLC
15 80 (6.85%) Data Analysis
16 73 (6.25%) Scrum
17 72 (6.16%) Data Science
18 66 (5.65%) High Availability
19 57 (4.88%) MVC
20 55 (4.71%) ETL Development
Programming Languages
1 907 (77.65%) SQL
2 603 (51.63%) T-SQL
3 312 (26.71%) C#
4 152 (13.01%) Data Analysis Expressions (DAX)
5 99 (8.48%) PowerShell
6 87 (7.45%) Python
7 79 (6.76%) JavaScript
8 63 (5.39%) VB.NET
9 61 (5.22%) R
10 49 (4.20%) VBA
11 38 (3.25%) PL/SQL
12 37 (3.17%) Java
13 35 (3.00%) VB
14 33 (2.83%) U-SQL
15 17 (1.46%) PHP
16 10 (0.86%) Shell Script
16 10 (0.86%) VBScript
17 8 (0.68%) C++
18 4 (0.34%) VB6
18 4 (0.34%) VC++
Qualifications
1 105 (8.99%) Degree
2 53 (4.54%) Microsoft Certification
3 23 (1.97%) Computer Science Degree
4 10 (0.86%) MCSE
5 7 (0.60%) Security Cleared
6 6 (0.51%) MCT
7 4 (0.34%) Master's Degree
7 4 (0.34%) MCSA
7 4 (0.34%) Numerate Degree
8 3 (0.26%) MCITP
9 2 (0.17%) SC Cleared
10 1 (0.086%) A+ Certification
10 1 (0.086%) ISTQB
10 1 (0.086%) MCTS
10 1 (0.086%) Microsoft Certified Architect
Quality Assurance & Compliance
1 51 (4.37%) Data Quality
2 44 (3.77%) QA
3 25 (2.14%) SLA
4 17 (1.46%) GDPR
5 14 (1.20%) Solvency II
6 6 (0.51%) ISO/IEC 27001
7 2 (0.17%) MiFID
8 1 (0.086%) EMIR
8 1 (0.086%) PCI DSS
System Software
1 7 (0.60%) Active Directory
1 7 (0.60%) Docker
2 5 (0.43%) VMware Infrastructure
3 3 (0.26%) Hyper-V
3 3 (0.26%) Virtual Machines
3 3 (0.26%) XenApp
4 1 (0.086%) Apache Flume
4 1 (0.086%) Terminal Services
4 1 (0.086%) VMware ESXi
Systems Management
1 5 (0.43%) Kubernetes
2 4 (0.34%) Control-M
3 3 (0.26%) Failover Clustering
3 3 (0.26%) Microsoft Clustering
3 3 (0.26%) Puppet
3 3 (0.26%) SCOM
3 3 (0.26%) SCOrch
3 3 (0.26%) Symantec Enterprise Vault
4 2 (0.17%) Ansible
4 2 (0.17%) Consul
4 2 (0.17%) Grafana
4 2 (0.17%) Perfmon
4 2 (0.17%) Prometheus
4 2 (0.17%) Terraform
5 1 (0.086%) Microsoft Data Protection Manager
5 1 (0.086%) Opscode Chef
Vendors
1 646 (55.31%) Microsoft
2 173 (14.81%) Tableau
3 87 (7.45%) Oracle
4 31 (2.65%) Cognos
5 19 (1.63%) Infragistics
6 18 (1.54%) MicroStrategy
7 15 (1.28%) Google
7 15 (1.28%) SAP
8 14 (1.20%) Databricks
9 12 (1.03%) Sitecore
10 9 (0.77%) VMware
11 7 (0.60%) Cloudera
11 7 (0.60%) IBM
11 7 (0.60%) Informatica
11 7 (0.60%) RedGate
11 7 (0.60%) Tagetik
11 7 (0.60%) TIBCO
12 6 (0.51%) Hyperion
12 6 (0.51%) Salesforce.com
12 6 (0.51%) Teradata