Period
to 23 February 2020

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 23 February 2020 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK
6 months to
23 Feb 2020
Same period 2019 Same period 2018
Rank 694 813 832
Rank change year-on-year +119 +19 -48
Permanent jobs citing Microsoft Analysis Services 336 309 401
As % of all permanent IT jobs advertised in the UK 0.28% 0.21% 0.23%
As % of the Database & Business Intelligence category 1.03% 0.72% 0.74%
Number of salaries quoted 294 254 362
UK median annual salary £70,000 £50,500 £47,500
Median salary % change year-on-year +38.61% +6.32% -
10th Percentile £41,250 £34,575 £33,750
90th Percentile £105,000 £77,500 £62,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -3.95%

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 32,660 43,047 53,848
As % of all permanent IT jobs advertised in the UK 26.81% 28.61% 30.56%
Number of salaries quoted 26,794 35,375 44,928
UK median annual salary £52,500 £52,095 £49,000
Median salary % change year-on-year +0.78% +6.32% +3.16%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £88,750 £85,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 23 February 2020.

Salary histogram for Microsoft Analysis Services in the UK

Microsoft Analysis Services
Top 14 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 23 February 2020. 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 +140 333 £70,000 +34.62% 52
London +138 226 £75,000 +25.00% 20
UK excluding London +44 104 £45,000 - 34
North of England +84 37 £47,000 +10.59% 5
North West +69 30 £39,500 -4.24% 4
Midlands +3 23 £38,500 -8.33% 8
South West +41 19 £45,000 +30.43% 5
South East +40 19 £45,000 -14.29% 8
West Midlands +28 14 £70,000 +76.10% 7
East Midlands -1 9 £37,500 -13.79% 1
Yorkshire +46 6 £49,500 -38.13% 1
East of England +43 5 £40,750 -18.50% 6
North East +11 1 £55,000 -
Isle of Man - 1 £37,500 -

For the 6 months to 23 February 2020, 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.

1 330 (98.21%) SQL Server Analysis Services
2 309 (91.96%) SQL Server
3 236 (70.24%) SQL
4 229 (68.15%) Azure
5 218 (64.88%) Business Intelligence
6 202 (60.12%) Data Warehouse
7 200 (59.52%) SQL Server Integration Services
8 195 (58.04%) Microsoft
9 184 (54.76%) SQL Server Reporting Services
10 179 (53.27%) Power BI
10 179 (53.27%) Power Platform
11 122 (36.31%) Agile Software Development
12 119 (35.42%) Finance
13 111 (33.04%) ETL
14 102 (30.36%) C#
15 97 (28.87%) AWS
16 91 (27.08%) T-SQL
17 88 (26.19%) Azure SQL Database
18 86 (25.60%) Analytics
19 80 (23.81%) .NET
19 80 (23.81%) Machine Learning
20 72 (21.43%) Azure Data Factory
20 72 (21.43%) Artificial Intelligence
21 68 (20.24%) Visualisation
22 66 (19.64%) ASP.NET
22 66 (19.64%) Scrum
23 65 (19.35%) JavaScript
24 62 (18.45%) Software Engineering
24 62 (18.45%) AngularJS
25 61 (18.15%) MongoDB

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 22 (6.55%) SharePoint
2 4 (1.19%) IIS
3 1 (0.30%) Apache Pig
3 1 (0.30%) SAS
3 1 (0.30%) SharePoint 2010
3 1 (0.30%) SharePoint 2013
Applications
1 27 (8.04%) Microsoft Excel
2 5 (1.49%) MS Visio
3 4 (1.19%) Microsoft Office
3 4 (1.19%) Spreadsheet
4 2 (0.60%) Microsoft PowerPoint
5 1 (0.30%) SPSS
5 1 (0.30%) SPSS Modeler
Business Applications
1 3 (0.89%) Dynamics AX
2 2 (0.60%) Raiser's Edge
2 2 (0.60%) Sage 200
3 1 (0.30%) Cognos Business Intelligence
3 1 (0.30%) NetSuite
Cloud Services
1 229 (68.15%) Azure
2 179 (53.27%) Power Platform
3 97 (28.87%) AWS
4 72 (21.43%) Azure Data Factory
5 39 (11.61%) PaaS
6 21 (6.25%) Data Lake Analytics
7 14 (4.17%) IaaS
8 10 (2.98%) Azure Stack
9 8 (2.38%) SaaS
10 7 (2.08%) Azure Machine Learning
11 6 (1.79%) Azure Functions
11 6 (1.79%) Serverless
12 5 (1.49%) GitHub
13 4 (1.19%) Dynamics 365
14 3 (0.89%) Office 365
15 2 (0.60%) Amazon EC2
15 2 (0.60%) Azure Active Directory
15 2 (0.60%) Cloud Computing
16 1 (0.30%) Amazon S3
16 1 (0.30%) Mimecast
Communications & Networking
1 2 (0.60%) DHCP
1 2 (0.60%) DNS
1 2 (0.60%) Internet
1 2 (0.60%) VPN
Database & Business Intelligence
1 330 (98.21%) SQL Server Analysis Services
2 309 (91.96%) SQL Server
3 202 (60.12%) Data Warehouse
4 200 (59.52%) SQL Server Integration Services
5 184 (54.76%) SQL Server Reporting Services
6 179 (53.27%) Power BI
7 88 (26.19%) Azure SQL Database
8 61 (18.15%) MongoDB
8 61 (18.15%) MySQL
9 59 (17.56%) Redis
10 55 (16.37%) Data Lake
11 45 (13.39%) Azure SQL Data Warehouse
12 33 (9.82%) Relational Database
13 28 (8.33%) SQL Server 2016
14 27 (8.04%) Cosmos DB
15 26 (7.74%) NoSQL
16 19 (5.65%) OLAP
17 18 (5.36%) Big Data
17 18 (5.36%) PolyBase
18 17 (5.06%) SQL Server 2017
Development Applications
1 39 (11.61%) Octopus Deploy
2 38 (11.31%) TeamCity
3 37 (11.01%) MSBuild
4 13 (3.87%) SQL Server Management Studio (SSMS)
5 10 (2.98%) JIRA
5 10 (2.98%) Team Foundation Server
5 10 (2.98%) Visual Studio Team System
6 9 (2.68%) Git (software)
7 8 (2.38%) Visual Studio
8 4 (1.19%) Subversion
8 4 (1.19%) Zephyr
9 1 (0.30%) ERwin
9 1 (0.30%) MSTest
9 1 (0.30%) NUnit
9 1 (0.30%) RStudio
General
1 119 (35.42%) Finance
2 54 (16.07%) Front Office
3 18 (5.36%) Retail
4 13 (3.87%) Banking
5 11 (3.27%) Legal
6 5 (1.49%) Marketing
7 4 (1.19%) Public Sector
8 3 (0.89%) Law
8 3 (0.89%) Telecoms
9 2 (0.60%) Advertising
9 2 (0.60%) Investment Banking
10 1 (0.30%) French Language
10 1 (0.30%) Games
10 1 (0.30%) German Language
10 1 (0.30%) Local Government
Job Titles
1 185 (55.06%) Developer
2 85 (25.30%) Business Intelligence Developer
3 60 (17.86%) .NET Developer
4 44 (13.10%) Senior Developer
5 42 (12.50%) DBA
6 41 (12.20%) SQL DBA
7 33 (9.82%) SQL Developer
8 30 (8.93%) Architect
9 26 (7.74%) Analyst
10 25 (7.44%) Angular Developer
10 25 (7.44%) Data Engineer
10 25 (7.44%) React Developer
11 23 (6.85%) Senior Business Intelligence Developer
12 22 (6.55%) .NET Software Developer
12 22 (6.55%) .NET Software Engineer
12 22 (6.55%) Developer/Software Engineer
12 22 (6.55%) Software Engineer
13 21 (6.25%) Administrator
13 21 (6.25%) Azure Engineer
14 20 (5.95%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 80 (23.81%) .NET
2 66 (19.64%) ASP.NET
3 62 (18.45%) AngularJS
4 60 (17.86%) .NET Core
5 59 (17.56%) React
6 56 (16.67%) Web Services
7 24 (7.14%) MDX
8 15 (4.46%) D3.js
8 15 (4.46%) Vue.js
8 15 (4.46%) XML
9 9 (2.68%) JSON
10 8 (2.38%) .NET Framework
11 7 (2.08%) REST
12 4 (1.19%) COM
12 4 (1.19%) SOAP
13 3 (0.89%) Ajax
13 3 (0.89%) CSS
13 3 (0.89%) jQuery
13 3 (0.89%) Middleware
13 3 (0.89%) XHTML
Miscellaneous
1 39 (11.61%) Analytical Skills
2 18 (5.36%) Replication
3 16 (4.76%) Data Structures
4 15 (4.46%) Management Information System
4 15 (4.46%) Self-Motivation
5 8 (2.38%) Client/Server
6 7 (2.08%) Greenfield Project
7 5 (1.49%) Public Cloud
8 4 (1.19%) Clustering
9 3 (0.89%) PKI
9 3 (0.89%) Private Cloud
10 1 (0.30%) BBC
10 1 (0.30%) Fixed Income
10 1 (0.30%) Mobile App
10 1 (0.30%) Reinsurance
10 1 (0.30%) Social Media
Operating Systems
1 28 (8.33%) Windows
2 19 (5.65%) Windows Server
3 2 (0.60%) Linux
4 1 (0.30%) AIX
4 1 (0.30%) HPUX
4 1 (0.30%) Solaris
Processes & Methodologies
1 218 (64.88%) Business Intelligence
2 122 (36.31%) Agile Software Development
3 111 (33.04%) ETL
4 86 (25.60%) Analytics
5 80 (23.81%) Machine Learning
6 72 (21.43%) Artificial Intelligence
7 68 (20.24%) Visualisation
8 66 (19.64%) Scrum
9 62 (18.45%) Software Engineering
10 59 (17.56%) CQRS
10 59 (17.56%) Deep Learning
10 59 (17.56%) Microservices
11 54 (16.07%) Data Visualisation
12 53 (15.77%) Fund Management
13 50 (14.88%) Problem-Solving
14 48 (14.29%) Data Modelling
15 46 (13.69%) DevOps
16 35 (10.42%) Stakeholder Management
17 31 (9.23%) Data Analytics
18 29 (8.63%) Performance Tuning
Programming Languages
1 236 (70.24%) SQL
2 102 (30.36%) C#
3 91 (27.08%) T-SQL
4 65 (19.35%) JavaScript
5 59 (17.56%) F#
6 58 (17.26%) Data Analysis Expressions (DAX)
7 24 (7.14%) Python
8 17 (5.06%) R
8 17 (5.06%) U-SQL
9 16 (4.76%) Java
10 14 (4.17%) PowerShell
11 5 (1.49%) VBA
12 3 (0.89%) VB
12 3 (0.89%) VB.NET
12 3 (0.89%) X++
13 2 (0.60%) TypeScript
13 2 (0.60%) XPath
14 1 (0.30%) MATLAB
14 1 (0.30%) Perl
14 1 (0.30%) VBScript
Qualifications
1 25 (7.44%) Degree
2 20 (5.95%) Computer Science Degree
3 14 (4.17%) Microsoft Certification
4 8 (2.38%) ITIL Foundation Certificate
5 5 (1.49%) MCSA
5 5 (1.49%) Numerate Degree
6 2 (0.60%) MCITP
6 2 (0.60%) MCSD
6 2 (0.60%) Security Cleared
7 1 (0.30%) SC Cleared
Quality Assurance & Compliance
1 23 (6.85%) QA
2 12 (3.57%) Data Quality
3 5 (1.49%) SLA
4 1 (0.30%) ISO/IEC 20000
System Software
1 5 (1.49%) Active Directory
2 4 (1.19%) Virtual Machines
3 3 (0.89%) VMware Infrastructure
4 1 (0.30%) Citrix Hypervisor
4 1 (0.30%) Hyper-V
Systems Management
1 4 (1.19%) HP ALM
2 3 (0.89%) Perfmon
3 2 (0.60%) Failover Clustering
4 1 (0.30%) Microsoft Clustering
Vendors
1 195 (58.04%) Microsoft
2 50 (14.88%) Tableau
3 46 (13.69%) Databricks
4 33 (9.82%) Oracle
5 11 (3.27%) Google
6 8 (2.38%) Cognos
7 7 (2.08%) Intapp
7 7 (2.08%) SnapLogic
8 6 (1.79%) VMware
9 5 (1.49%) Veeam
10 4 (1.19%) HP
10 4 (1.19%) IBM
11 3 (0.89%) Perforce
11 3 (0.89%) RedGate
11 3 (0.89%) Salesforce.com
12 2 (0.60%) Sage
12 2 (0.60%) SolarWinds
12 2 (0.60%) Sybase
13 1 (0.30%) Informatica
13 1 (0.30%) SAP