Period
to 12 November 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Microsoft Analysis Services skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Microsoft Analysis Services over the 6 months to 12 November 2019 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK
6 months to
12 Nov 2019
Same period 2018 Same period 2017
Rank 759 836 837
Rank change year-on-year +77 +1 -67
Permanent jobs citing Microsoft Analysis Services 306 329 387
As % of all permanent IT jobs advertised in the UK 0.22% 0.20% 0.22%
As % of the Database & Business Intelligence category 0.83% 0.70% 0.72%
Number of salaries quoted 265 297 347
UK median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% -5.00%
10th Percentile £39,550 £34,750 £33,750
90th Percentile £87,500 £76,250 £70,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

Microsoft 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 36,805 47,190 53,942
As % of all permanent IT jobs advertised in the UK 26.92% 29.18% 30.30%
Number of salaries quoted 30,326 38,858 44,392
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.03%

Microsoft Analysis Services
Job Vacancy Trend

Job postings citing Microsoft Analysis Services as a percentage of all IT jobs advertised.

Job vacancy trend for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Salary Trend

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

Salary trend for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Salary Histogram

The salary distribution of IT jobs citing Microsoft Analysis Services over the 6 months to 12 November 2019.

Salary histogram for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Microsoft Analysis Services within the UK over the 6 months to 12 November 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
England +73 304 £55,000 +4.76% 36
London +92 198 £68,750 +14.58% 17
UK excluding London +38 107 £45,000 - 21
North of England +60 40 £40,000 -15.79% 6
North West +59 31 £39,500 -12.22% 3
Midlands +27 28 £45,000 +5.88% 2
South East +24 27 £45,000 -25.00% 7
West Midlands +38 23 £45,000 +15.93% 1
Yorkshire 0 9 £45,000 -28.00% 3
South West 0 6 £42,500 +6.25%
East of England +46 5 £48,750 +21.88% 4
East Midlands +13 5 £38,500 -9.41% 1
Isle of Man - 1 £37,500 -

For the 6 months to 12 November 2019, IT jobs citing Microsoft 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 with a requirement for Microsoft Analysis Services.

1 300 (98.04%) SQL Server Analysis Services
2 293 (95.75%) SQL Server
3 251 (82.03%) SQL
4 231 (75.49%) Microsoft
5 211 (68.95%) Business Intelligence
6 209 (68.30%) Power BI
6 209 (68.30%) Power Platform
7 199 (65.03%) Data Warehouse
8 193 (63.07%) SQL Server Integration Services
9 171 (55.88%) SQL Server Reporting Services
10 168 (54.90%) Azure
11 99 (32.35%) ETL
12 93 (30.39%) Analytics
13 91 (29.74%) Data Modelling
14 89 (29.08%) Agile Software Development
15 85 (27.78%) Azure SQL Database
16 79 (25.82%) Finance
17 78 (25.49%) Problem-Solving
18 77 (25.16%) Azure Data Factory
19 72 (23.53%) Data Lake
20 70 (22.88%) T-SQL
21 64 (20.92%) Data Analysis Expressions (DAX)
22 59 (19.28%) DevOps
23 58 (18.95%) Databricks
23 58 (18.95%) C#
24 56 (18.30%) Visualisation
25 52 (16.99%) AWS
26 50 (16.34%) Analytical Skills
27 49 (16.01%) Kimball Methodology
28 47 (15.36%) Tableau

Microsoft Analysis Services
Co-occurring IT Skills 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 25 (8.17%) SharePoint
2 3 (0.98%) IIS
2 3 (0.98%) SharePoint 2013
3 1 (0.33%) Apache Pig
3 1 (0.33%) Apache Spark
3 1 (0.33%) MS Exchange
3 1 (0.33%) SAS
3 1 (0.33%) SharePoint 2010
Applications
1 28 (9.15%) Microsoft Excel
2 10 (3.27%) Spreadsheet
3 7 (2.29%) Microsoft Office
4 6 (1.96%) MS Visio
5 1 (0.33%) SPSS
5 1 (0.33%) SPSS Modeler
Business Applications
1 6 (1.96%) OPENHousing
2 2 (0.65%) Dynamics AX
2 2 (0.65%) NetSuite
3 1 (0.33%) Cognos Business Intelligence
3 1 (0.33%) Endur
3 1 (0.33%) Sage 200
Cloud Services
1 209 (68.30%) Power Platform
2 168 (54.90%) Azure
3 77 (25.16%) Azure Data Factory
4 52 (16.99%) AWS
5 17 (5.56%) PaaS
6 16 (5.23%) Azure Machine Learning
7 14 (4.58%) Data Lake Analytics
8 10 (3.27%) Azure Functions
8 10 (3.27%) Serverless
9 7 (2.29%) GitHub
10 6 (1.96%) AWS CloudFormation
11 5 (1.63%) Azure Stack
11 5 (1.63%) PowerApps
12 4 (1.31%) IaaS
13 3 (0.98%) Dynamics 365
14 2 (0.65%) Cloud Computing
14 2 (0.65%) Mimecast
15 1 (0.33%) Amazon EC2
15 1 (0.33%) Office 365
15 1 (0.33%) SaaS
Communications & Networking
1 6 (1.96%) Network Security
2 4 (1.31%) FTP
3 2 (0.65%) DHCP
3 2 (0.65%) DNS
4 1 (0.33%) Firewall
4 1 (0.33%) Internet
4 1 (0.33%) VLAN
4 1 (0.33%) VPN
Database & Business Intelligence
1 300 (98.04%) SQL Server Analysis Services
2 293 (95.75%) SQL Server
3 209 (68.30%) Power BI
4 199 (65.03%) Data Warehouse
5 193 (63.07%) SQL Server Integration Services
6 171 (55.88%) SQL Server Reporting Services
7 85 (27.78%) Azure SQL Database
8 72 (23.53%) Data Lake
9 44 (14.38%) Relational Database
10 36 (11.76%) Azure SQL Data Warehouse
11 32 (10.46%) SQL Server 2016
12 30 (9.80%) OLAP
13 27 (8.82%) SQL Server 2012
14 24 (7.84%) Big Data
15 22 (7.19%) PostgreSQL
16 19 (6.21%) SQL Server 2008
17 16 (5.23%) Cosmos DB
17 16 (5.23%) SQL Server 2014
18 14 (4.58%) PowerPivot
19 12 (3.92%) SQL Server 2005
Development Applications
1 17 (5.56%) JIRA
2 15 (4.90%) Visual Studio
3 14 (4.58%) Git (software)
4 11 (3.59%) SQL Server Management Studio (SSMS)
5 10 (3.27%) Zephyr
6 9 (2.94%) Team Foundation Server
7 6 (1.96%) Atlassian Bamboo
7 6 (1.96%) Bitbucket
8 2 (0.65%) Visual Studio Team System
9 1 (0.33%) MSTest
9 1 (0.33%) NSubstitute
9 1 (0.33%) Octopus Deploy
9 1 (0.33%) Rhino Mocks
9 1 (0.33%) SpecFlow
9 1 (0.33%) Subversion
General
1 79 (25.82%) Finance
2 20 (6.54%) Telecoms
3 17 (5.56%) Retail
4 10 (3.27%) Banking
5 9 (2.94%) Legal
6 6 (1.96%) Social Housing
7 5 (1.63%) Public Sector
8 4 (1.31%) Marketing
9 2 (0.65%) Financial Institution
9 2 (0.65%) Investment Banking
9 2 (0.65%) Manufacturing
Job Titles
1 154 (50.33%) Developer
2 95 (31.05%) Business Intelligence Developer
3 62 (20.26%) SQL Developer
4 38 (12.42%) Analyst
5 36 (11.76%) Database Developer
6 35 (11.44%) Senior Developer
7 34 (11.11%) DBA
8 33 (10.78%) SQL DBA
9 29 (9.48%) SQL BI Developer
9 29 (9.48%) SQL Database Developer
10 28 (9.15%) Azure Developer
10 28 (9.15%) Power BI Developer
11 24 (7.84%) Business Intelligence Lead
12 21 (6.86%) Architect
13 20 (6.54%) Administrator
13 20 (6.54%) Consultant
14 18 (5.88%) Lead Developer
14 18 (5.88%) Senior Business Intelligence Developer
15 17 (5.56%) Business Intelligence Architect
15 17 (5.56%) Database Engineer
Libraries, Frameworks & Software Standards
1 45 (14.71%) MDX
2 19 (6.21%) D3.js
2 19 (6.21%) Vue.js
3 17 (5.56%) .NET
4 16 (5.23%) XML
5 6 (1.96%) .NET Framework
5 6 (1.96%) CSS
5 6 (1.96%) JSON
6 5 (1.63%) Ajax
6 5 (1.63%) HTML
6 5 (1.63%) jQuery
6 5 (1.63%) Web Services
7 4 (1.31%) AngularJS
7 4 (1.31%) SOAP
7 4 (1.31%) XHTML
8 3 (0.98%) .NET Core
8 3 (0.98%) COM
8 3 (0.98%) REST
8 3 (0.98%) RESTful
9 2 (0.65%) ASP.NET
Miscellaneous
1 50 (16.34%) Analytical Skills
2 27 (8.82%) Management Information System
3 22 (7.19%) Replication
4 18 (5.88%) Self-Motivation
5 17 (5.56%) Public Cloud
6 15 (4.90%) Private Cloud
7 4 (1.31%) Clustering
7 4 (1.31%) Data Structures
7 4 (1.31%) Greenfield Project
7 4 (1.31%) Hedge funds
7 4 (1.31%) Smart Meter
8 2 (0.65%) Client/Server
9 1 (0.33%) Algorithms
9 1 (0.33%) BBC
9 1 (0.33%) Foreign Exchange (FX)
9 1 (0.33%) Mobile App
9 1 (0.33%) PKI
9 1 (0.33%) Reinsurance
9 1 (0.33%) Social Media
Operating Systems
1 46 (15.03%) Windows
2 42 (13.73%) Windows Server
3 5 (1.63%) Linux
4 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 211 (68.95%) Business Intelligence
2 99 (32.35%) ETL
3 93 (30.39%) Analytics
4 91 (29.74%) Data Modelling
5 89 (29.08%) Agile Software Development
6 78 (25.49%) Problem-Solving
7 59 (19.28%) DevOps
8 56 (18.30%) Visualisation
9 49 (16.01%) Kimball Methodology
10 45 (14.71%) Data Analytics
11 43 (14.05%) Data Analysis
11 43 (14.05%) Data Visualisation
12 39 (12.75%) Change Management
12 39 (12.75%) ITIL
12 39 (12.75%) Proactive Monitoring
13 36 (11.76%) User Acceptance Testing
14 32 (10.46%) Machine Learning
15 31 (10.13%) Scrum
16 26 (8.50%) Data Science
16 26 (8.50%) Kanban
Programming Languages
1 251 (82.03%) SQL
2 70 (22.88%) T-SQL
3 64 (20.92%) Data Analysis Expressions (DAX)
4 58 (18.95%) C#
5 46 (15.03%) Python
6 26 (8.50%) R
7 20 (6.54%) Java
8 17 (5.56%) PowerShell
9 8 (2.61%) JavaScript
9 8 (2.61%) U-SQL
10 6 (1.96%) Bash Shell
11 4 (1.31%) VBA
12 1 (0.33%) Scala
12 1 (0.33%) TypeScript
12 1 (0.33%) VB
12 1 (0.33%) VB.NET
12 1 (0.33%) VBScript
12 1 (0.33%) X++
12 1 (0.33%) XPath
Qualifications
1 22 (7.19%) Degree
2 19 (6.21%) Microsoft Certification
3 14 (4.58%) ITIL Foundation Certificate
4 10 (3.27%) Computer Science Degree
5 6 (1.96%) MCSA
6 2 (0.65%) MCITP
7 1 (0.33%) MCSD
7 1 (0.33%) PhD
Quality Assurance & Compliance
1 11 (3.59%) Data Quality
2 9 (2.94%) SLA
3 7 (2.29%) QA
4 1 (0.33%) GDPR
System Software
1 8 (2.61%) Active Directory
1 8 (2.61%) VMware Infrastructure
2 7 (2.29%) Hyper-V
3 6 (1.96%) Docker
3 6 (1.96%) VMware Workstation
3 6 (1.96%) XenApp
4 4 (1.31%) Virtual Machines
Systems Management
1 10 (3.27%) HP ALM
2 6 (1.96%) Ansible
2 6 (1.96%) Kubernetes
2 6 (1.96%) Opscode Chef
2 6 (1.96%) Puppet
2 6 (1.96%) Terraform
3 3 (0.98%) Perfmon
4 2 (0.65%) Failover Clustering
5 1 (0.33%) Microsoft Clustering
Vendors
1 231 (75.49%) Microsoft
2 58 (18.95%) Databricks
3 47 (15.36%) Tableau
4 17 (5.56%) Veeam
4 17 (5.56%) VMware
5 15 (4.90%) Cognos
6 12 (3.92%) Oracle
7 10 (3.27%) HP
8 6 (1.96%) Atlassian
8 6 (1.96%) Capita
8 6 (1.96%) Citrix
8 6 (1.96%) Google
8 6 (1.96%) Intapp
8 6 (1.96%) SnapLogic
9 3 (0.98%) IBM
10 2 (0.65%) JD Edwards
10 2 (0.65%) RedGate
10 2 (0.65%) SolarWinds
11 1 (0.33%) Facebook
11 1 (0.33%) Yahoo!