Period
to 21 April 2019

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 21 April 2019 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 240 206 206
Rank change year-on-year -34 0 -18
Permanent jobs citing SQL Server Analysis Services 1,958 2,824 2,723
As % of all permanent IT jobs advertised in England 1.42% 1.70% 1.69%
As % of the Database & Business Intelligence category 5.06% 5.53% 5.55%
Number of salaries quoted 1,699 2,503 2,538
England median annual salary £50,000 £50,000 £50,000
10th Percentile £36,250 £32,500 £33,000
90th Percentile £77,750 £70,000 £71,250
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% -3.00%

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 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 38,692 51,033 49,037
As % of all permanent IT jobs advertised in England 28.11% 30.71% 30.38%
Number of salaries quoted 31,901 42,758 42,255
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,000 £29,750
90th Percentile £86,250 £80,000 £77,500
UK 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 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 21 April 2019.

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 21 April 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
London +11 1,063 £60,000 +9.09% 40
North of England -50 321 £42,500 - 31
South East -66 206 £49,000 +8.89% 15
Midlands -66 164 £43,750 -2.78% 14
North West -17 150 £42,000 -1.18% 24
Yorkshire -50 150 £47,500 +11.76% 7
East of England +14 122 £47,500 -5.00% 7
East Midlands +17 98 £42,500 -5.56% 7
South West -20 79 £42,250 -0.59% 4
West Midlands -113 66 £50,000 +17.65% 7
North East +3 21 £39,500 +12.86%
SQL Server Analysis Services
UK

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

1 1,749 (89.33%) SQL Server Integration Services
2 1,669 (85.24%) SQL Server Reporting Services
3 1,540 (78.65%) Business Intelligence
4 1,530 (78.14%) SQL Server
5 1,511 (77.17%) SQL
6 1,083 (55.31%) Data Warehouse
7 948 (48.42%) Microsoft
8 882 (45.05%) T-SQL
9 862 (44.02%) Power BI
10 787 (40.19%) ETL
11 654 (33.40%) Microsoft Azure
12 484 (24.72%) Agile Software Development
13 461 (23.54%) Finance
14 424 (21.65%) Analytics
15 374 (19.10%) C#
16 344 (17.57%) Visualisation
17 343 (17.52%) Data Modelling
18 327 (16.70%) .NET
19 325 (16.60%) Tableau
20 282 (14.40%) Microsoft Analysis Services
21 264 (13.48%) Kimball Methodology
22 261 (13.33%) SQL Server 2012
23 239 (12.21%) Analytical Skills
24 236 (12.05%) MDX
25 226 (11.54%) Microsoft Excel
26 223 (11.39%) SQL Server 2016
27 215 (10.98%) Data Analysis Expressions (DAX)
28 207 (10.57%) SQL Server 2008
29 205 (10.47%) Relational Database
30 203 (10.37%) Azure SQL Database

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
1 123 (6.28%) SharePoint
2 62 (3.17%) SAS
3 35 (1.79%) IIS
4 20 (1.02%) SharePoint 2013
5 19 (0.97%) Apache Spark
6 14 (0.72%) Confluence
7 11 (0.56%) CMS
8 10 (0.51%) Apache Pig
9 9 (0.46%) DNN
10 8 (0.41%) SharePoint 2010
11 7 (0.36%) Apache
12 5 (0.26%) Anypoint
12 5 (0.26%) Mule
12 5 (0.26%) Mule ESB
13 4 (0.20%) Elasticsearch
13 4 (0.20%) SharePoint Server
14 2 (0.10%) Apache Solr
14 2 (0.10%) Jupyter
14 2 (0.10%) Oracle Workflow
15 1 (0.051%) Sitecore CMS
Applications
1 226 (11.54%) Microsoft Excel
2 53 (2.71%) Microsoft Office
3 31 (1.58%) MS Visio
4 11 (0.56%) Microsoft PowerPoint
5 7 (0.36%) Microsoft Project
6 3 (0.15%) SPSS
7 2 (0.10%) InfoPath
Business Applications
1 19 (0.97%) Dynamics AX
2 10 (0.51%) NetSuite
3 9 (0.46%) Dynamics CRM
4 6 (0.31%) Cognos Business Intelligence
4 6 (0.31%) Dynamics NAV
5 5 (0.26%) SAP MDG
5 5 (0.26%) SAP S/4HANA
6 4 (0.20%) Visualfiles
7 3 (0.15%) Carpe Diem
7 3 (0.15%) Elite 3E
7 3 (0.15%) Payment Gateway
7 3 (0.15%) SAP FI-GL
8 2 (0.10%) Cognos TM1
8 2 (0.10%) Oracle Assets
8 2 (0.10%) Oracle Financials
8 2 (0.10%) Oracle General Ledger
8 2 (0.10%) Oracle Payables
8 2 (0.10%) Oracle Procure-to-Pay
8 2 (0.10%) Oracle Receivables
8 2 (0.10%) Sage 50
Cloud Services
1 654 (33.40%) Microsoft Azure
2 155 (7.92%) Azure Data Factory
3 130 (6.64%) Amazon AWS
4 51 (2.60%) PaaS
5 41 (2.09%) Data Lake Analytics
6 35 (1.79%) Office 365
6 35 (1.79%) SaaS
7 24 (1.23%) Azure Machine Learning
8 22 (1.12%) Dynamics 365
9 21 (1.07%) Google Cloud Platform
10 18 (0.92%) Azure Active Directory
11 11 (0.56%) Cloud Computing
12 7 (0.36%) GitHub
12 7 (0.36%) IaaS
12 7 (0.36%) Serverless
13 6 (0.31%) Azure Functions
13 6 (0.31%) Google Analytics
14 4 (0.20%) Amazon S3
14 4 (0.20%) AWS Data Pipeline
15 3 (0.15%) Boomi
Communications & Networking
1 20 (1.02%) Internet
2 10 (0.51%) Broadband
3 8 (0.41%) SAN
4 6 (0.31%) NAS
5 5 (0.26%) Intranet
5 5 (0.26%) WAN
6 4 (0.20%) IP Telephony
6 4 (0.20%) LAN
6 4 (0.20%) PBX
6 4 (0.20%) TCP/IP
6 4 (0.20%) VoIP
7 3 (0.15%) Wireshark
8 2 (0.10%) Firewall
9 1 (0.051%) CTI
9 1 (0.051%) HTTP
Database & Business Intelligence
1 1,749 (89.33%) SQL Server Integration Services
2 1,669 (85.24%) SQL Server Reporting Services
3 1,530 (78.14%) SQL Server
4 1,083 (55.31%) Data Warehouse
5 862 (44.02%) Power BI
6 282 (14.40%) Microsoft Analysis Services
7 261 (13.33%) SQL Server 2012
8 223 (11.39%) SQL Server 2016
9 207 (10.57%) SQL Server 2008
10 205 (10.47%) Relational Database
11 203 (10.37%) Azure SQL Database
12 178 (9.09%) OLAP
13 159 (8.12%) Data Lake
14 138 (7.05%) QlikView
15 114 (5.82%) Big Data
15 114 (5.82%) SQL Server 2014
16 96 (4.90%) MongoDB
17 79 (4.03%) Hadoop
18 75 (3.83%) Azure SQL Data Warehouse
19 66 (3.37%) PostgreSQL
Development Applications
1 115 (5.87%) Visual Studio
2 108 (5.52%) Team Foundation Server
3 66 (3.37%) Git (software)
4 51 (2.60%) JIRA
5 50 (2.55%) SQL Server Management Studio (SSMS)
6 29 (1.48%) Jenkins
7 28 (1.43%) ERwin
8 26 (1.33%) ER Studio
9 23 (1.17%) Visual Studio Team System
10 21 (1.07%) Maven
11 18 (0.92%) Subversion
12 17 (0.87%) Eclipse
13 8 (0.41%) Chocolatey
13 8 (0.41%) FishEye
14 5 (0.26%) IntelliJ
14 5 (0.26%) JUnit
14 5 (0.26%) Mockito
14 5 (0.26%) Sonatype Nexus
15 4 (0.20%) TeamCity
16 3 (0.15%) Oracle Forms
General
1 461 (23.54%) Finance
2 119 (6.08%) Retail
3 85 (4.34%) Marketing
4 62 (3.17%) Banking
5 34 (1.74%) Advertising
6 26 (1.33%) Telecoms
7 24 (1.23%) Legal
8 22 (1.12%) Financial Institution
9 20 (1.02%) Manufacturing
10 18 (0.92%) Law
11 15 (0.77%) Investment Banking
12 13 (0.66%) Billing
13 11 (0.56%) Automotive
14 10 (0.51%) Back Office
15 9 (0.46%) Games
16 6 (0.31%) General Ledger
16 6 (0.31%) Publishing
17 5 (0.26%) Electronics
18 4 (0.20%) Pharmaceutical
19 2 (0.10%) German Language
Job Titles
1 1,166 (59.55%) Developer
2 720 (36.77%) Business Intelligence Developer
3 435 (22.22%) SQL Developer
4 246 (12.56%) SQL BI Developer
5 222 (11.34%) DBA
6 220 (11.24%) Analyst
7 202 (10.32%) SSRS Developer
8 196 (10.01%) Senior Developer
9 187 (9.55%) SQL DBA
10 173 (8.84%) SSIS Developer
11 131 (6.69%) Senior Business Intelligence Developer
12 119 (6.08%) Data Warehouse Developer
13 117 (5.98%) SQL Server Developer
14 109 (5.57%) Business Developer
15 104 (5.31%) Business Intelligence Analyst
16 95 (4.85%) SSAS Developer
17 94 (4.80%) Administrator
18 91 (4.65%) Business Intelligence Lead
19 84 (4.29%) Consultant
20 80 (4.09%) Power BI Developer
Libraries, Frameworks & Software Standards
1 327 (16.70%) .NET
2 236 (12.05%) MDX
3 113 (5.77%) ASP.NET
4 87 (4.44%) HTML
5 80 (4.09%) Web Services
6 61 (3.12%) CSS
7 55 (2.81%) XML
8 54 (2.76%) .NET Framework
9 40 (2.04%) HTML5
10 37 (1.89%) JSON
11 35 (1.79%) AngularJS
11 35 (1.79%) Entity Framework
12 31 (1.58%) REST
13 30 (1.53%) ASP.NET Web API
14 29 (1.48%) SOAP
15 21 (1.07%) WPF
16 20 (1.02%) RabbitMQ
16 20 (1.02%) React
17 19 (0.97%) ASP.NET MVC
17 19 (0.97%) LINQ
Miscellaneous
1 239 (12.21%) Analytical Skills
2 98 (5.01%) Clustering
3 88 (4.49%) Replication
4 85 (4.34%) Greenfield Project
5 37 (1.89%) Management Information System
6 34 (1.74%) Data Structures
7 32 (1.63%) Data Centre
8 27 (1.38%) Fintech
8 27 (1.38%) Self-Motivation
9 25 (1.28%) Reinsurance
10 24 (1.23%) Credit Risk
11 17 (0.87%) Enterprise Software
12 16 (0.82%) Client/Server
12 16 (0.82%) Linux Command Line
13 15 (0.77%) Hedge funds
14 12 (0.61%) User Experience
15 10 (0.51%) Public Cloud
16 9 (0.46%) Analytical Mindset
16 9 (0.46%) Market Risk
17 7 (0.36%) FMCG
Operating Systems
1 119 (6.08%) Windows
2 59 (3.01%) Windows Server
3 38 (1.94%) Linux
4 29 (1.48%) Windows Server 2008
5 23 (1.17%) Windows Server 2012
6 17 (0.87%) Windows 7
7 16 (0.82%) Windows 10
7 16 (0.82%) Windows 8
8 10 (0.51%) Red Hat Enterprise Linux
9 8 (0.41%) CentOS
9 8 (0.41%) Ubuntu
10 6 (0.31%) Windows 2000
11 5 (0.26%) Windows Server 2003
12 3 (0.15%) Solaris
12 3 (0.15%) Unix
13 1 (0.051%) Android
13 1 (0.051%) Apple iOS
Processes & Methodologies
1 1,540 (78.65%) Business Intelligence
2 787 (40.19%) ETL
3 484 (24.72%) Agile Software Development
4 424 (21.65%) Analytics
5 344 (17.57%) Visualisation
6 343 (17.52%) Data Modelling
7 264 (13.48%) Kimball Methodology
8 172 (8.78%) Problem-Solving
9 160 (8.17%) Scrum
10 159 (8.12%) SDLC
11 149 (7.61%) Dimensional Modelling
12 135 (6.89%) Data Analytics
12 135 (6.89%) Data Management
13 131 (6.69%) Data Visualisation
14 129 (6.59%) Migration
15 125 (6.38%) Performance Tuning
16 97 (4.95%) High Availability
17 94 (4.80%) Data Analysis
18 92 (4.70%) DevOps
19 89 (4.55%) Data Architecture
Programming Languages
1 1,511 (77.17%) SQL
2 882 (45.05%) T-SQL
3 374 (19.10%) C#
4 215 (10.98%) Data Analysis Expressions (DAX)
5 144 (7.35%) Python
6 135 (6.89%) PowerShell
7 109 (5.57%) JavaScript
8 101 (5.16%) R
9 88 (4.49%) VBA
10 79 (4.03%) VB.NET
11 47 (2.40%) Java
12 45 (2.30%) VB
13 32 (1.63%) PL/SQL
14 27 (1.38%) PHP
15 21 (1.07%) C++
16 20 (1.02%) TypeScript
17 14 (0.72%) VB6
18 13 (0.66%) U-SQL
19 8 (0.41%) MUMPS
19 8 (0.41%) VC++
Qualifications
1 142 (7.25%) Degree
2 79 (4.03%) Microsoft Certification
3 28 (1.43%) Security Cleared
4 25 (1.28%) MCSA
5 22 (1.12%) Computer Science Degree
6 18 (0.92%) SC Cleared
7 17 (0.87%) Master's Degree
8 16 (0.82%) MCSE
9 11 (0.56%) MCITP
9 11 (0.56%) MCT
10 10 (0.51%) ISEB
11 8 (0.41%) MCP
12 6 (0.31%) MCDBA
13 5 (0.26%) DBS Check
14 4 (0.20%) ITIL Foundation Certificate
15 3 (0.15%) CCNA
15 3 (0.15%) Cisco Certification
15 3 (0.15%) ISTQB
15 3 (0.15%) MBCS
16 2 (0.10%) PMI Certification
Quality Assurance & Compliance
1 132 (6.74%) Data Quality
2 55 (2.81%) QA
3 54 (2.76%) GDPR
4 29 (1.48%) SLA
5 26 (1.33%) ISO/IEC 27001
6 13 (0.66%) Solvency II
7 9 (0.46%) PMO
8 5 (0.26%) PCI DSS
9 4 (0.20%) IFRS
10 3 (0.15%) HL7
11 2 (0.10%) IFRS 9
System Software
1 47 (2.40%) VMware Infrastructure
2 30 (1.53%) Active Directory
3 18 (0.92%) Hyper-V
4 16 (0.82%) LXC
5 7 (0.36%) Virtual Machines
6 3 (0.15%) Apache Flume
6 3 (0.15%) Docker
7 1 (0.051%) HDFS
7 1 (0.051%) vSphere
Systems Management
1 23 (1.17%) Failover Clustering
2 21 (1.07%) Perfmon
3 13 (0.66%) Ansible
3 13 (0.66%) Microsoft Clustering
4 8 (0.41%) Grafana
4 8 (0.41%) Hadoop YARN
5 5 (0.26%) CloudHub
6 3 (0.15%) Oracle RMAN
6 3 (0.15%) Prometheus
6 3 (0.15%) Puppet
6 3 (0.15%) WMI
7 2 (0.10%) Ambari
7 2 (0.10%) Opscode Chef
7 2 (0.10%) Salt
7 2 (0.10%) SQL Sentry
8 1 (0.051%) Control-M
8 1 (0.051%) Dollar Universe
8 1 (0.051%) Kubernetes
8 1 (0.051%) Terraform
Vendors
1 948 (48.42%) Microsoft
2 325 (16.60%) Tableau
3 126 (6.44%) Oracle
4 59 (3.01%) Databricks
5 49 (2.50%) SAP
6 48 (2.45%) VMware
7 29 (1.48%) IBM
7 29 (1.48%) RedGate
8 28 (1.43%) Cognos
9 26 (1.33%) Talend
10 25 (1.28%) Google
11 22 (1.12%) SolarWinds
12 21 (1.07%) Veeam
13 20 (1.02%) Teradata
14 19 (0.97%) Informatica
15 15 (0.77%) Red Hat
16 12 (0.61%) Netezza
17 11 (0.56%) Infragistics
18 10 (0.51%) JD Edwards
19 9 (0.46%) Salesforce.com