Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 May 2019

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 27 May 2019 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
England > London
6 months to
27 May 2019		 Same period 2018 Same period 2017
Rank 182 216 194
Rank change year-on-year +34 -22 -9
Permanent jobs citing SQL Server Analysis Services 1,132 1,186 1,258
As % of all permanent IT jobs advertised in London 1.95% 1.71% 1.83%
As % of the Database & Business Intelligence category 6.76% 5.45% 6.00%
Number of salaries quoted 1,056 1,039 1,162
London median annual salary £60,000 £55,000 £57,500
Median salary % change year-on-year +9.09% -4.35% +4.55%
10th Percentile £41,250 £41,200 £40,000
90th Percentile £85,000 £77,500 £75,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 16,757 21,778 20,967
As % of all permanent IT jobs advertised in London 28.83% 31.42% 30.45%
Number of salaries quoted 13,916 17,289 18,024
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £38,750 £37,500 £36,250
90th Percentile £95,000 £92,500 £90,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 27 May 2019.

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 27 May 2019. 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 +8 356 £62,500 +4.17% 24
West London +18 65 £50,000 -9.09% 3
South London -5 14 £55,000 +14.58%
East London +28 12 £52,500 -12.50%
North London +9 4 £37,250 -17.22% 2
SQL Server Analysis Services
England

For the 6 months to 27 May 2019, 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.

1 977 (86.31%) SQL Server Integration Services
2 905 (79.95%) Business Intelligence
3 892 (78.80%) SQL Server Reporting Services
4 885 (78.18%) SQL Server
5 822 (72.61%) SQL
6 700 (61.84%) Data Warehouse
7 567 (50.09%) Power BI
7 567 (50.09%) Power Platform
8 514 (45.41%) Microsoft
9 483 (42.67%) T-SQL
10 454 (40.11%) Microsoft Azure
11 421 (37.19%) ETL
12 380 (33.57%) Finance
13 325 (28.71%) Analytics
14 308 (27.21%) Agile Software Development
15 281 (24.82%) C#
16 237 (20.94%) Data Modelling
17 204 (18.02%) .NET
18 200 (17.67%) Kimball Methodology
19 197 (17.40%) Data Analysis Expressions (DAX)
20 176 (15.55%) Microsoft Analysis Services
21 175 (15.46%) Tableau
22 168 (14.84%) Azure SQL Database
23 159 (14.05%) Python
24 154 (13.60%) SQL Server 2012
25 150 (13.25%) Data Lake
26 149 (13.16%) Visualisation
27 144 (12.72%) SQL Server 2016
28 141 (12.46%) MDX
29 125 (11.04%) Azure Data Factory

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 67 (5.92%) SharePoint
2 20 (1.77%) SAS
3 11 (0.97%) Apache Spark
4 8 (0.71%) Apache Pig
5 7 (0.62%) Confluence
6 6 (0.53%) IIS
7 5 (0.44%) Apache
7 5 (0.44%) DNN
8 3 (0.27%) Elasticsearch
9 2 (0.18%) Jetty
9 2 (0.18%) Oracle Workflow
9 2 (0.18%) SharePoint 2013
10 1 (0.088%) Apache Solr
10 1 (0.088%) BizTalk Server
10 1 (0.088%) CMS
10 1 (0.088%) Jupyter
10 1 (0.088%) NServiceBus
10 1 (0.088%) SharePoint 2010
10 1 (0.088%) SharePoint Server
Applications
1 101 (8.92%) Microsoft Excel
2 16 (1.41%) Microsoft Office
3 9 (0.80%) MS Visio
4 3 (0.27%) Microsoft Project
5 1 (0.088%) SPSS
Business Applications
1 5 (0.44%) SAP FI-GL
2 3 (0.27%) Dynamics NAV
3 2 (0.18%) Dynamics AX
3 2 (0.18%) Dynamics CRM
3 2 (0.18%) NetSuite
3 2 (0.18%) Oracle Assets
3 2 (0.18%) Oracle Financials
3 2 (0.18%) Oracle General Ledger
3 2 (0.18%) Oracle Payables
3 2 (0.18%) Oracle Procure-to-Pay
3 2 (0.18%) Oracle Receivables
4 1 (0.088%) Cognos TM1
4 1 (0.088%) Oracle EBS
4 1 (0.088%) Oracle EBS R12
4 1 (0.088%) Oracle FAH
4 1 (0.088%) Oracle Internet Expenses
4 1 (0.088%) Oracle iProcurement
Cloud Services
1 567 (50.09%) Power Platform
2 454 (40.11%) Microsoft Azure
3 125 (11.04%) Azure Data Factory
4 88 (7.77%) Amazon AWS
5 37 (3.27%) Data Lake Analytics
6 27 (2.39%) PaaS
7 23 (2.03%) Azure Machine Learning
7 23 (2.03%) Azure Stack
8 22 (1.94%) PowerApps
8 22 (1.94%) SaaS
9 17 (1.50%) Google Cloud Platform
10 9 (0.80%) Cloud Computing
11 7 (0.62%) Office 365
12 6 (0.53%) Dynamics 365
13 4 (0.35%) Amazon S3
13 4 (0.35%) AWS Data Pipeline
13 4 (0.35%) IaaS
14 3 (0.27%) Amazon EMR
14 3 (0.27%) Serverless
15 2 (0.18%) GitHub
Communications & Networking
1 2 (0.18%) Internet
1 2 (0.18%) SAN
1 2 (0.18%) WAN
2 1 (0.088%) Firewall
Database & Business Intelligence
1 977 (86.31%) SQL Server Integration Services
2 892 (78.80%) SQL Server Reporting Services
3 885 (78.18%) SQL Server
4 700 (61.84%) Data Warehouse
5 567 (50.09%) Power BI
6 176 (15.55%) Microsoft Analysis Services
7 168 (14.84%) Azure SQL Database
8 154 (13.60%) SQL Server 2012
9 150 (13.25%) Data Lake
10 144 (12.72%) SQL Server 2016
11 114 (10.07%) Relational Database
12 105 (9.28%) OLAP
13 92 (8.13%) MongoDB
13 92 (8.13%) SQL Server 2008
14 83 (7.33%) QlikView
15 73 (6.45%) Big Data
16 58 (5.12%) Azure SQL Data Warehouse
17 49 (4.33%) SQL Server 2014
18 47 (4.15%) PostgreSQL
19 41 (3.62%) Cosmos DB
Development Applications
1 70 (6.18%) Visual Studio
2 43 (3.80%) Git (software)
3 41 (3.62%) JIRA
4 31 (2.74%) Jenkins
5 30 (2.65%) Team Foundation Server
6 20 (1.77%) SQL Server Management Studio (SSMS)
7 19 (1.68%) Subversion
8 17 (1.50%) Maven
9 11 (0.97%) Eclipse
10 9 (0.80%) ER Studio
10 9 (0.80%) ERwin
11 8 (0.71%) Bitbucket
12 6 (0.53%) Octopus Deploy
12 6 (0.53%) TeamCity
13 4 (0.35%) Atlassian Bamboo
14 3 (0.27%) Visual Studio Team System
15 1 (0.088%) MorphX
15 1 (0.088%) Oracle Forms
General
1 380 (33.57%) Finance
2 69 (6.10%) Retail
3 46 (4.06%) Banking
4 33 (2.92%) Legal
5 32 (2.83%) Marketing
6 25 (2.21%) Advertising
7 18 (1.59%) Financial Institution
8 12 (1.06%) Investment Banking
9 11 (0.97%) Law
10 7 (0.62%) Publishing
11 5 (0.44%) Billing
12 4 (0.35%) Games
13 3 (0.27%) Front Office
13 3 (0.27%) Military
13 3 (0.27%) Pharmaceutical
14 2 (0.18%) Automotive
15 1 (0.088%) General Ledger
15 1 (0.088%) International Banking
15 1 (0.088%) Manufacturing
15 1 (0.088%) Retail Banking
Job Titles
1 706 (62.37%) Developer
2 417 (36.84%) Business Intelligence Developer
3 308 (27.21%) SQL Developer
4 168 (14.84%) SQL BI Developer
5 132 (11.66%) Senior Developer
6 103 (9.10%) Analyst
7 100 (8.83%) SSRS Developer
8 96 (8.48%) SQL Server Developer
9 90 (7.95%) Data Warehouse Developer
10 88 (7.77%) DBA
11 86 (7.60%) SSIS Developer
12 77 (6.80%) Senior Business Intelligence Developer
12 77 (6.80%) SQL DBA
13 71 (6.27%) Business Intelligence Analyst
14 68 (6.01%) Business Intelligence Lead
15 66 (5.83%) Database Developer
15 66 (5.83%) SQL Server BI Developer
16 62 (5.48%) .NET Developer
17 61 (5.39%) C# Developer
18 58 (5.12%) Power BI Developer
Libraries, Frameworks & Software Standards
1 204 (18.02%) .NET
2 141 (12.46%) MDX
3 70 (6.18%) ASP.NET
4 56 (4.95%) HTML
5 39 (3.45%) .NET Framework
6 37 (3.27%) CSS
6 37 (3.27%) Web Services
7 28 (2.47%) HTML5
7 28 (2.47%) XML
8 25 (2.21%) ASP.NET Web API
8 25 (2.21%) WPF
9 22 (1.94%) AngularJS
10 21 (1.86%) Entity Framework
11 20 (1.77%) RabbitMQ
11 20 (1.77%) React
12 16 (1.41%) Highcharts JS
13 15 (1.33%) Apache Flex
13 15 (1.33%) Aurelia
13 15 (1.33%) LINQ
13 15 (1.33%) NHibernate
Miscellaneous
1 98 (8.66%) Analytical Skills
2 75 (6.63%) Clustering
3 62 (5.48%) Greenfield Project
4 50 (4.42%) Replication
5 38 (3.36%) Fintech
6 30 (2.65%) Credit Risk
7 26 (2.30%) Data Centre
7 26 (2.30%) Hedge funds
8 21 (1.86%) Self-Motivation
9 18 (1.59%) Data Structures
9 18 (1.59%) Reinsurance
10 15 (1.33%) Client/Server
11 14 (1.24%) Management Information System
12 11 (0.97%) Market Risk
13 8 (0.71%) Algorithms
13 8 (0.71%) iSeries
13 8 (0.71%) User Experience
14 7 (0.62%) AS400
14 7 (0.62%) Enterprise Software
15 6 (0.53%) Foreign Exchange (FX)
Operating Systems
1 46 (4.06%) Windows
2 22 (1.94%) Linux
3 17 (1.50%) Windows Server
4 11 (0.97%) Red Hat Enterprise Linux
5 6 (0.53%) CentOS
5 6 (0.53%) Ubuntu
6 4 (0.35%) Windows Server 2008
6 4 (0.35%) Windows Server 2012
7 3 (0.27%) Unix
7 3 (0.27%) Windows Server 2003
8 2 (0.18%) Windows 7
9 1 (0.088%) Windows 10
9 1 (0.088%) Windows 8
Processes & Methodologies
1 905 (79.95%) Business Intelligence
2 421 (37.19%) ETL
3 325 (28.71%) Analytics
4 308 (27.21%) Agile Software Development
5 237 (20.94%) Data Modelling
6 200 (17.67%) Kimball Methodology
7 149 (13.16%) Visualisation
8 122 (10.78%) Data Analytics
9 120 (10.60%) Scrum
10 105 (9.28%) Problem-Solving
11 103 (9.10%) DevOps
12 88 (7.77%) Data Management
13 86 (7.60%) SDLC
14 71 (6.27%) Migration
15 64 (5.65%) High Availability
16 62 (5.48%) CRM
17 57 (5.04%) Data Architecture
18 56 (4.95%) Dimensional Modelling
19 52 (4.59%) Computer Science
20 51 (4.51%) Machine Learning
Programming Languages
1 822 (72.61%) SQL
2 483 (42.67%) T-SQL
3 281 (24.82%) C#
4 197 (17.40%) Data Analysis Expressions (DAX)
5 159 (14.05%) Python
6 88 (7.77%) R
7 66 (5.83%) JavaScript
8 65 (5.74%) PowerShell
9 59 (5.21%) VBA
10 44 (3.89%) VB.NET
11 37 (3.27%) Java
12 22 (1.94%) PHP
13 20 (1.77%) TypeScript
14 11 (0.97%) Bash Shell
15 8 (0.71%) MATLAB
15 8 (0.71%) VB
16 7 (0.62%) PL/SQL
16 7 (0.62%) RPG
17 6 (0.53%) C++
17 6 (0.53%) VBScript
Qualifications
1 87 (7.69%) Degree
2 52 (4.59%) Microsoft Certification
3 26 (2.30%) MCSA
4 25 (2.21%) Computer Science Degree
5 15 (1.33%) Security Cleared
6 11 (0.97%) Master's Degree
7 9 (0.80%) MCSE
7 9 (0.80%) MCT
8 6 (0.53%) MCP
8 6 (0.53%) SC Cleared
9 2 (0.18%) ACCA
9 2 (0.18%) CIMA
9 2 (0.18%) DBS Check
10 1 (0.088%) CEH
10 1 (0.088%) MCAD
10 1 (0.088%) MCSD
10 1 (0.088%) MCTS
10 1 (0.088%) Numerate Degree
10 1 (0.088%) PMI Certification
10 1 (0.088%) TOGAF Certification
Quality Assurance & Compliance
1 73 (6.45%) Data Quality
2 41 (3.62%) QA
3 13 (1.15%) GDPR
4 11 (0.97%) SLA
5 8 (0.71%) ISO/IEC 27001
5 8 (0.71%) Solvency II
6 2 (0.18%) IFRS
7 1 (0.088%) PCI DSS
System Software
1 27 (2.39%) VMware Infrastructure
2 10 (0.88%) Active Directory
2 10 (0.88%) Docker
3 3 (0.27%) Apache Flume
4 2 (0.18%) Virtual Machines
5 1 (0.088%) HDFS
5 1 (0.088%) Hyper-V
5 1 (0.088%) LXC
Systems Management
1 21 (1.86%) Failover Clustering
1 21 (1.86%) Perfmon
2 19 (1.68%) Ansible
3 15 (1.33%) Grafana
4 8 (0.71%) Microsoft Clustering
5 7 (0.62%) Hadoop YARN
5 7 (0.62%) Prometheus
6 4 (0.35%) Dollar Universe
6 4 (0.35%) SQL Sentry
7 3 (0.27%) WMI
8 2 (0.18%) Kubernetes
9 1 (0.088%) Ambari
9 1 (0.088%) Opscode Chef
9 1 (0.088%) Puppet
9 1 (0.088%) Salt
9 1 (0.088%) Terraform
Vendors
1 514 (45.41%) Microsoft
2 175 (15.46%) Tableau
3 74 (6.54%) Databricks
4 41 (3.62%) Oracle
5 27 (2.39%) RedGate
5 27 (2.39%) VMware
6 22 (1.94%) SAP
7 21 (1.86%) SolarWinds
7 21 (1.86%) Veeam
8 15 (1.33%) Red Hat
9 12 (1.06%) Informatica
10 11 (0.97%) Google
10 11 (0.97%) Talend
11 10 (0.88%) IBM
11 10 (0.88%) Teradata
12 9 (0.80%) BT
13 8 (0.71%) Netezza
14 7 (0.62%) Guidewire
15 5 (0.44%) Alteryx
15 5 (0.44%) Atlassian