Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 23 January 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 23 January 2019 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
England > London
6 months to
23 Jan 2019		 Same period 2018 Same period 2017
Rank 214 249 209
Rank change year-on-year +35 -40 -42
Permanent jobs citing SQL Server Analysis Services 1,038 973 1,135
As % of all permanent IT jobs advertised in London 1.65% 1.38% 1.61%
As % of the Database & Business Intelligence category 5.59% 4.58% 5.42%
Number of salaries quoted 945 842 1,073
London median annual salary £60,000 £55,000 £57,500
Median salary % change year-on-year +9.09% -4.35% +4.55%
10th Percentile £38,750 £39,000 £41,250
90th Percentile £80,000 £76,250 £75,000
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 18,583 21,222 20,959
As % of all permanent IT jobs advertised in London 29.45% 30.19% 29.80%
Number of salaries quoted 15,363 17,380 18,343
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 £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +2.70%

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 23 January 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 23 January 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 -22 215 £60,000 +9.09% 37
West London +10 59 £55,000 +22.22% 17
South London +19 33 £57,500 +4.55% 2
East London +10 7 £50,000 -16.67% 4
North London +9 5 £39,750 -6.47% 2
SQL Server Analysis Services
England

For the 6 months to 23 January 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.

1 961 (92.58%) SQL Server Integration Services
2 870 (83.82%) SQL Server Reporting Services
3 826 (79.58%) Business Intelligence
4 823 (79.29%) SQL Server
5 803 (77.36%) SQL
6 582 (56.07%) Data Warehouse
7 527 (50.77%) Microsoft
8 525 (50.58%) T-SQL
9 443 (42.68%) Power BI
10 381 (36.71%) ETL
11 341 (32.85%) Finance
12 340 (32.76%) Microsoft Azure
13 292 (28.13%) C#
14 243 (23.41%) .NET
15 227 (21.87%) Analytics
16 224 (21.58%) Agile Software Development
17 185 (17.82%) Tableau
18 180 (17.34%) Visualisation
19 170 (16.38%) Microsoft Excel
20 160 (15.41%) Data Modelling
21 155 (14.93%) Microsoft Analysis Services
22 147 (14.16%) SQL Server 2016
23 126 (12.14%) Azure SQL Database
24 125 (12.04%) Analytical Skills
25 122 (11.75%) OLAP
26 115 (11.08%) SQL Server 2008
27 114 (10.98%) Data Analysis Expressions (DAX)
28 108 (10.40%) Azure Data Factory
29 107 (10.31%) Data Lake
30 106 (10.21%) Kimball Methodology

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 82 (7.90%) SharePoint
2 23 (2.22%) SAS
3 14 (1.35%) DNN
4 11 (1.06%) Apache Spark
5 10 (0.96%) CMS
5 10 (0.96%) Sitecore CMS
6 9 (0.87%) Apache
7 8 (0.77%) IIS
8 5 (0.48%) SharePoint 2010
8 5 (0.48%) SharePoint 2013
9 4 (0.39%) Elasticsearch
9 4 (0.39%) Plone
9 4 (0.39%) Zope
10 3 (0.29%) Oracle HTTP Server
10 3 (0.29%) Tomcat
10 3 (0.29%) WebSphere
11 2 (0.19%) Apache Pig
11 2 (0.19%) Apache Solr
11 2 (0.19%) Jupyter
12 1 (0.096%) SharePoint Server
Applications
1 170 (16.38%) Microsoft Excel
2 28 (2.70%) MS Visio
3 15 (1.45%) Microsoft Office
4 4 (0.39%) SPSS
5 2 (0.19%) Microsoft PowerPoint
Business Applications
1 10 (0.96%) Dynamics AX
2 8 (0.77%) Dynamics CRM
3 6 (0.58%) Dynamics NAV
4 5 (0.48%) Cognos TM1
5 3 (0.29%) Cognos Planning
5 3 (0.29%) HFM
6 2 (0.19%) SAP Business One
7 1 (0.096%) Cognos Business Intelligence
7 1 (0.096%) NetSuite
Cloud Services
1 340 (32.76%) Microsoft Azure
2 108 (10.40%) Azure Data Factory
3 69 (6.65%) Amazon AWS
4 64 (6.17%) PaaS
5 49 (4.72%) Data Lake Analytics
6 32 (3.08%) SaaS
7 21 (2.02%) Azure Machine Learning
8 17 (1.64%) Dynamics 365
9 16 (1.54%) IaaS
10 11 (1.06%) Google Cloud Platform
11 9 (0.87%) Office 365
12 4 (0.39%) Cloud Computing
12 4 (0.39%) GitHub
13 3 (0.29%) Azure Active Directory
13 3 (0.29%) Boomi
13 3 (0.29%) Cortana Intelligence Suite
13 3 (0.29%) Google Analytics
14 2 (0.19%) Amazon EC2
14 2 (0.19%) Apigee
14 2 (0.19%) iPaaS
Communications & Networking
1 9 (0.87%) SAN
2 3 (0.29%) HTTP
3 2 (0.19%) Fibre Channel
3 2 (0.19%) Firewall
3 2 (0.19%) Internet
3 2 (0.19%) iSCSI
4 1 (0.096%) Intranet
4 1 (0.096%) LAN
4 1 (0.096%) WAN
Database & Business Intelligence
1 961 (92.58%) SQL Server Integration Services
2 870 (83.82%) SQL Server Reporting Services
3 823 (79.29%) SQL Server
4 582 (56.07%) Data Warehouse
5 443 (42.68%) Power BI
6 155 (14.93%) Microsoft Analysis Services
7 147 (14.16%) SQL Server 2016
8 126 (12.14%) Azure SQL Database
9 122 (11.75%) OLAP
10 115 (11.08%) SQL Server 2008
11 107 (10.31%) Data Lake
12 104 (10.02%) SQL Server 2012
13 85 (8.19%) Relational Database
14 78 (7.51%) Azure SQL Data Warehouse
15 76 (7.32%) Big Data
16 73 (7.03%) QlikView
17 62 (5.97%) SQL Server 2014
18 55 (5.30%) RDBMS
19 53 (5.11%) NoSQL
20 49 (4.72%) OLAP Cube
Development Applications
1 94 (9.06%) Visual Studio
2 77 (7.42%) Team Foundation Server
3 30 (2.89%) ER Studio
4 29 (2.79%) SQL Server Management Studio (SSMS)
5 28 (2.70%) ERwin
6 23 (2.22%) Subversion
7 22 (2.12%) Git (software)
8 17 (1.64%) Eclipse
9 8 (0.77%) RStudio
10 7 (0.67%) Jenkins
10 7 (0.67%) JIRA
10 7 (0.67%) Visual Studio Team System
11 6 (0.58%) TeamCity
12 5 (0.48%) Maven
13 3 (0.29%) GitLab
13 3 (0.29%) Octopus Deploy
14 1 (0.096%) TortoiseSVN
14 1 (0.096%) tSQLt
General
1 341 (32.85%) Finance
2 70 (6.74%) Banking
3 66 (6.36%) Advertising
3 66 (6.36%) Retail
4 32 (3.08%) Marketing
5 26 (2.50%) Law
6 20 (1.93%) Investment Banking
7 12 (1.16%) Financial Institution
8 10 (0.96%) Legal
9 7 (0.67%) Pharmaceutical
10 4 (0.39%) General Ledger
10 4 (0.39%) Publishing
11 2 (0.19%) Automotive
11 2 (0.19%) Billing
11 2 (0.19%) German Language
11 2 (0.19%) Spanish Language
11 2 (0.19%) Telecoms
12 1 (0.096%) Games
12 1 (0.096%) Multimedia
12 1 (0.096%) Retail Banking
Job Titles
1 616 (59.34%) Developer
2 351 (33.82%) Business Intelligence Developer
3 299 (28.81%) SQL Developer
4 160 (15.41%) SQL BI Developer
5 136 (13.10%) Analyst
6 132 (12.72%) SSIS Developer
7 121 (11.66%) SSRS Developer
8 111 (10.69%) Senior Developer
9 98 (9.44%) SQL Server Developer
10 92 (8.86%) Consultant
11 79 (7.61%) SSAS Developer
12 78 (7.51%) C# Developer
13 71 (6.84%) DBA
14 69 (6.65%) Data Warehouse Developer
14 69 (6.65%) SQL DBA
15 67 (6.45%) Business Intelligence Consultant
16 66 (6.36%) Senior Business Intelligence Developer
17 64 (6.17%) Senior SQL Developer
18 63 (6.07%) .NET Developer
19 60 (5.78%) Architect
Libraries, Frameworks & Software Standards
1 243 (23.41%) .NET
2 106 (10.21%) MDX
3 99 (9.54%) ASP.NET
4 64 (6.17%) HTML
5 60 (5.78%) .NET Framework
6 50 (4.82%) Web Services
7 43 (4.14%) CSS
8 36 (3.47%) XML
9 34 (3.28%) Entity Framework
10 33 (3.18%) HTML5
10 33 (3.18%) jQuery
11 30 (2.89%) AngularJS
12 28 (2.70%) ASP.NET MVC
13 25 (2.41%) ASP.NET Web Forms
14 23 (2.22%) JSON
15 22 (2.12%) ASP.NET Web API
16 17 (1.64%) LINQ
17 16 (1.54%) Apache Flex
17 16 (1.54%) Flash
17 16 (1.54%) NHibernate
Miscellaneous
1 125 (12.04%) Analytical Skills
2 48 (4.62%) Greenfield Project
3 41 (3.95%) Clustering
4 40 (3.85%) Replication
5 37 (3.56%) Data Structures
6 21 (2.02%) Fintech
7 18 (1.73%) Management Information System
7 18 (1.73%) Reinsurance
8 17 (1.64%) Client/Server
9 10 (0.96%) Hedge funds
10 9 (0.87%) Mobile App
11 8 (0.77%) User Experience
12 7 (0.67%) Self-Motivation
13 6 (0.58%) Credit Risk
13 6 (0.58%) Foreign Exchange (FX)
13 6 (0.58%) Life Science
14 5 (0.48%) Enterprise Software
15 4 (0.39%) Private Cloud
16 3 (0.29%) Algorithms
16 3 (0.29%) Fixed Income
Operating Systems
1 40 (3.85%) Windows
2 15 (1.45%) Linux
3 8 (0.77%) Windows Server 2012
4 6 (0.58%) Apple iOS
5 5 (0.48%) Windows Server
6 3 (0.29%) CentOS
6 3 (0.29%) Red Hat Enterprise Linux
6 3 (0.29%) Ubuntu
7 2 (0.19%) Windows Server 2008
8 1 (0.096%) Unix
8 1 (0.096%) Windows 10
8 1 (0.096%) Windows 7
8 1 (0.096%) Windows 8
Processes & Methodologies
1 826 (79.58%) Business Intelligence
2 381 (36.71%) ETL
3 227 (21.87%) Analytics
4 224 (21.58%) Agile Software Development
5 180 (17.34%) Visualisation
6 160 (15.41%) Data Modelling
7 106 (10.21%) Kimball Methodology
8 101 (9.73%) Data Management
9 100 (9.63%) Problem-Solving
10 99 (9.54%) Dimensional Modelling
11 90 (8.67%) Migration
12 84 (8.09%) Data Visualisation
13 79 (7.61%) SDLC
14 61 (5.88%) Data Analysis
15 58 (5.59%) Scrum
16 57 (5.49%) Performance Tuning
17 55 (5.30%) MVC
18 54 (5.20%) Data Science
19 50 (4.82%) Data Architecture
20 48 (4.62%) Software Engineering
Programming Languages
1 803 (77.36%) SQL
2 525 (50.58%) T-SQL
3 292 (28.13%) C#
4 114 (10.98%) Data Analysis Expressions (DAX)
5 86 (8.29%) PowerShell
6 82 (7.90%) Python
7 81 (7.80%) VB.NET
8 74 (7.13%) R
9 70 (6.74%) JavaScript
10 61 (5.88%) VBA
11 32 (3.08%) PL/SQL
12 28 (2.70%) U-SQL
13 27 (2.60%) Java
13 27 (2.60%) PHP
13 27 (2.60%) VB
14 15 (1.45%) C++
15 8 (0.77%) MUMPS
15 8 (0.77%) Shell Script
15 8 (0.77%) VB6
15 8 (0.77%) VC++
Qualifications
1 92 (8.86%) Degree
2 44 (4.24%) Microsoft Certification
3 23 (2.22%) Computer Science Degree
4 18 (1.73%) Security Cleared
5 12 (1.16%) MCSE
6 11 (1.06%) MCT
7 10 (0.96%) MCSA
8 6 (0.58%) SC Cleared
9 3 (0.29%) Master's Degree
9 3 (0.29%) MCP
9 3 (0.29%) Numerate Degree
10 2 (0.19%) CEH
10 2 (0.19%) MCITP
10 2 (0.19%) PMI Certification
10 2 (0.19%) TOGAF Certification
11 1 (0.096%) A+ Certification
11 1 (0.096%) ACCA
11 1 (0.096%) CIMA
Quality Assurance & Compliance
1 65 (6.26%) Data Quality
2 46 (4.43%) QA
3 26 (2.50%) GDPR
4 19 (1.83%) Solvency II
5 15 (1.45%) SLA
6 13 (1.25%) ISO/IEC 27001
7 2 (0.19%) IFRS
System Software
1 13 (1.25%) VMware Infrastructure
2 7 (0.67%) Docker
3 4 (0.39%) Active Directory
4 3 (0.29%) Hyper-V
5 2 (0.19%) Virtual Machines
5 2 (0.19%) XenApp
6 1 (0.096%) Apache Flume
6 1 (0.096%) LXC
6 1 (0.096%) Terminal Services
Systems Management
1 9 (0.87%) Failover Clustering
1 9 (0.87%) Perfmon
2 5 (0.48%) Kubernetes
2 5 (0.48%) Puppet
3 4 (0.39%) Ansible
4 3 (0.29%) Control-M
5 2 (0.19%) Ambari
5 2 (0.19%) Consul
5 2 (0.19%) Grafana
5 2 (0.19%) Microsoft Clustering
5 2 (0.19%) Opscode Chef
5 2 (0.19%) Prometheus
5 2 (0.19%) Salt
5 2 (0.19%) SCOM
5 2 (0.19%) SCOrch
5 2 (0.19%) Symantec Enterprise Vault
5 2 (0.19%) Terraform
Vendors
1 527 (50.77%) Microsoft
2 185 (17.82%) Tableau
3 80 (7.71%) Oracle
4 19 (1.83%) Cognos
4 19 (1.83%) Infragistics
5 17 (1.64%) SAP
6 14 (1.35%) Databricks
7 13 (1.25%) Google
7 13 (1.25%) MicroStrategy
7 13 (1.25%) VMware
8 11 (1.06%) RedGate
9 10 (0.96%) Informatica
9 10 (0.96%) Sitecore
10 9 (0.87%) SolarWinds
10 9 (0.87%) Talend
10 9 (0.87%) Teradata
10 9 (0.87%) Veeam
11 7 (0.67%) Alteryx
11 7 (0.67%) BT
12 6 (0.58%) Hyperion