Period
to 28 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 28 September 2021 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK > England
6 months to
28 Sep 2021
Same period 2020 Same period 2019
Rank 773 560 770
Rank change year-on-year -213 +210 +79
Permanent jobs citing Microsoft Analysis Services 203 105 314
As % of all permanent jobs advertised in England 0.19% 0.24% 0.24%
As % of the Database & Business Intelligence category 0.67% 0.82% 0.89%
Number of salaries quoted 186 82 273
10th Percentile £37,500 £41,250 £38,000
25th Percentile £44,438 £46,250 £45,000
Median annual salary (50th Percentile) £57,500 £61,250 £57,500
Median % change year-on-year -6.12% +6.52% +9.52%
75th Percentile £71,250 £78,438 £85,000
90th Percentile £78,750 £87,500 £90,000
UK median annual salary £57,500 £61,250 £57,500
% change year-on-year -6.12% +6.52% +9.52%

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 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 30,470 12,837 35,284
As % of all permanent IT jobs advertised in England 28.13% 29.04% 27.39%
Number of salaries quoted 20,061 10,890 29,420
10th Percentile £35,000 £33,750 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,500 £73,750 £70,000
90th Percentile £95,000 £90,000 £86,250
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Microsoft Analysis Services
Job Vacancy Trend in England

Job postings citing Microsoft Analysis Services as a proportion of all IT jobs advertised in England.

Job vacancy trend for Microsoft Analysis Services in England

Microsoft Analysis Services
Salary Trend in England

3-month moving average salary quoted in jobs citing Microsoft Analysis Services in England.

Salary trend for Microsoft Analysis Services in England

Microsoft Analysis Services
Salary Histogram in England

Salary distribution for jobs citing Microsoft Analysis Services in England over the 6 months to 28 September 2021.

Salary histogram for Microsoft Analysis Services in England

Microsoft 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 Microsoft Analysis Services within the England region over the 6 months to 28 September 2021. 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 -195 118 £62,500 -13.79% 22
North of England -102 41 £48,750 +8.33% 3
Midlands -114 26 £45,000 -10.00% 2
Yorkshire -76 22 £47,500 +5.56%
West Midlands -93 20 £45,000 -10.00% 1
North West -81 19 £56,000 -6.67% 3
South East -159 12 £56,250 +18.42% 1
East Midlands -73 5 £40,000 +23.08% 1
South West -107 3 £47,500 +5.56% 3
Microsoft Analysis Services
UK

For the 6 months to 28 September 2021, 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 across the England region with a requirement for Microsoft Analysis Services.

1 178 (87.68%) SQL Server Analysis Services
2 174 (85.71%) Business Intelligence
3 172 (84.73%) SQL
4 168 (82.76%) SQL Server
5 160 (78.82%) Microsoft
6 149 (73.40%) Power BI
6 149 (73.40%) Power Platform
7 141 (69.46%) Data Warehouse
8 137 (67.49%) Azure
9 109 (53.69%) Azure Data Factory
10 105 (51.72%) SQL Server Integration Services
11 96 (47.29%) Analytics
12 93 (45.81%) Data Modelling
13 82 (40.39%) SQL Server Reporting Services
14 80 (39.41%) Databricks
15 73 (35.96%) Azure Synapse Analytics
16 68 (33.50%) Visualisation
17 66 (32.51%) ETL
18 56 (27.59%) Agile Software Development
19 53 (26.11%) Data Lake
20 52 (25.62%) Finance
20 52 (25.62%) Data Visualisation
21 51 (25.12%) Tableau
21 51 (25.12%) Azure SQL Database
22 46 (22.66%) T-SQL
23 39 (19.21%) Data Management
23 39 (19.21%) DevOps
24 38 (18.72%) Data Analysis Expressions (DAX)
24 38 (18.72%) Kimball Methodology
25 32 (15.76%) Python

Microsoft 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 13 (6.40%) SharePoint
2 5 (2.46%) Apache Spark
3 2 (0.99%) OnBase
4 1 (0.49%) Apache
4 1 (0.49%) Apache Synapse
4 1 (0.49%) Elasticsearch
4 1 (0.49%) Oracle SOA Suite
4 1 (0.49%) SAS
Applications
1 28 (13.79%) Microsoft Excel
2 10 (4.93%) Microsoft Office
3 1 (0.49%) Microsoft Project
3 1 (0.49%) MS Visio
Business Applications
1 7 (3.45%) Dynamics AX
2 2 (0.99%) Dynamics CRM
3 1 (0.49%) NetSuite
Cloud Services
1 149 (73.40%) Power Platform
2 137 (67.49%) Azure
3 109 (53.69%) Azure Data Factory
4 73 (35.96%) Azure Synapse Analytics
5 21 (10.34%) Dynamics 365
6 20 (9.85%) AWS
7 18 (8.87%) Azure Cosmos DB
7 18 (8.87%) PaaS
8 13 (6.40%) Azure Stack
9 12 (5.91%) Serverless
10 11 (5.42%) Microsoft 365
11 10 (4.93%) Azure Functions
12 9 (4.43%) Azure Data Lake Analytics
13 7 (3.45%) Azure Storage
13 7 (3.45%) GitHub
13 7 (3.45%) SaaS
14 6 (2.96%) IaaS
14 6 (2.96%) PowerApps
15 5 (2.46%) GCP
15 5 (2.46%) Slack
Communications & Networking
1 2 (0.99%) Cisco ASA
1 2 (0.99%) Firewall
Database & Business Intelligence
1 178 (87.68%) SQL Server Analysis Services
2 168 (82.76%) SQL Server
3 149 (73.40%) Power BI
4 141 (69.46%) Data Warehouse
5 105 (51.72%) SQL Server Integration Services
6 82 (40.39%) SQL Server Reporting Services
7 53 (26.11%) Data Lake
8 51 (25.12%) Azure SQL Database
8 51 (25.12%) Tableau
9 30 (14.78%) Azure SQL Data Warehouse
10 24 (11.82%) OLAP
11 14 (6.90%) Relational Database
12 13 (6.40%) OLTP
13 12 (5.91%) PolyBase
13 12 (5.91%) SQL Server 2016
14 9 (4.43%) SQL Server 2012
15 7 (3.45%) Big Data
15 7 (3.45%) PowerPivot
16 6 (2.96%) DTS
16 6 (2.96%) SQL Server 2008
Development Applications
1 29 (14.29%) Visual Studio
2 11 (5.42%) Team Foundation Server
3 10 (4.93%) Git (software)
4 5 (2.46%) NUnit
4 5 (2.46%) Postman
5 4 (1.97%) ER Studio
5 4 (1.97%) ERwin
5 4 (1.97%) GDB
5 4 (1.97%) Jenkins
5 4 (1.97%) JIRA
5 4 (1.97%) SQL Server Management Studio (SSMS)
5 4 (1.97%) Visual Studio Code
6 1 (0.49%) Atlassian Bamboo
6 1 (0.49%) Gradle
6 1 (0.49%) Sourcetree
6 1 (0.49%) Vagrant
General
1 52 (25.62%) Finance
2 29 (14.29%) Social Skills
3 26 (12.81%) Analytical Skills
4 14 (6.90%) Law
5 8 (3.94%) Retail
6 6 (2.96%) Inclusion and Diversity
7 4 (1.97%) Games
7 4 (1.97%) Public Sector
8 3 (1.48%) Banking
8 3 (1.48%) Front Office
8 3 (1.48%) Legal
9 2 (0.99%) Presentation Skills
9 2 (0.99%) Publishing
10 1 (0.49%) Advertising
10 1 (0.49%) Automotive
10 1 (0.49%) Influencing Skills
10 1 (0.49%) Manufacturing
Job Titles
1 78 (38.42%) Data Engineer
2 59 (29.06%) Developer
3 51 (25.12%) Azure Engineer
4 38 (18.72%) Business Intelligence Developer
5 31 (15.27%) Analyst
6 30 (14.78%) Architect
7 27 (13.30%) Data Architect
8 20 (9.85%) Business Intelligence Analyst
9 18 (8.87%) Senior Data Engineer
10 17 (8.37%) Azure Architect
11 10 (4.93%) Data Warehouse Developer
11 10 (4.93%) Junior
11 10 (4.93%) Junior Data Engineer
12 9 (4.43%) DBA
12 9 (4.43%) Lead Architect
12 9 (4.43%) Lead Data Architect
13 8 (3.94%) Systems Analyst
14 7 (3.45%) Analyst Developer
14 7 (3.45%) Lead Developer
14 7 (3.45%) SQL DBA
Libraries, Frameworks & Software Standards
1 30 (14.78%) MDX
2 13 (6.40%) .NET
3 12 (5.91%) XML
4 11 (5.42%) REST
5 7 (3.45%) Web Services
6 6 (2.96%) .NET Framework
6 6 (2.96%) Entity Framework
6 6 (2.96%) Middleware
6 6 (2.96%) SOAP
7 5 (2.46%) HTML
7 5 (2.46%) HTML5
7 5 (2.46%) jQuery
7 5 (2.46%) OAuth
7 5 (2.46%) PySpark
7 5 (2.46%) RESTful
7 5 (2.46%) XSLT
8 3 (1.48%) ASP.NET
8 3 (1.48%) COM
8 3 (1.48%) HTML5 Canvas
8 3 (1.48%) Spark Streaming
Miscellaneous
1 20 (9.85%) Management Information System
2 7 (3.45%) Public Cloud
3 5 (2.46%) Analytical Mindset
4 4 (1.97%) Online Games
5 2 (0.99%) Self-Motivation
6 1 (0.49%) Blog
6 1 (0.49%) BYOD
6 1 (0.49%) Clustering
6 1 (0.49%) Data Structures
6 1 (0.49%) Foreign Exchange (FX)
6 1 (0.49%) Housing Association
6 1 (0.49%) Legacy Systems
6 1 (0.49%) N-Tier
6 1 (0.49%) Replication
6 1 (0.49%) Social Media
Operating Systems
1 11 (5.42%) Windows
2 9 (4.43%) Windows 10
3 4 (1.97%) Windows Server
4 3 (1.48%) Windows 7
Processes & Methodologies
1 174 (85.71%) Business Intelligence
2 96 (47.29%) Analytics
3 93 (45.81%) Data Modelling
4 68 (33.50%) Visualisation
5 66 (32.51%) ETL
6 56 (27.59%) Agile Software Development
7 52 (25.62%) Data Visualisation
8 39 (19.21%) Data Management
8 39 (19.21%) DevOps
9 38 (18.72%) Kimball Methodology
10 30 (14.78%) Storytelling
11 26 (12.81%) Data Strategy
12 25 (12.32%) Data Engineering
13 23 (11.33%) Data Analytics
14 19 (9.36%) Scrum
15 18 (8.87%) Migration
16 17 (8.37%) Release Management
16 17 (8.37%) Stakeholder Management
17 16 (7.88%) Data Analysis
17 16 (7.88%) Problem-Solving
Programming Languages
1 172 (84.73%) SQL
2 46 (22.66%) T-SQL
3 38 (18.72%) Data Analysis Expressions (DAX)
4 32 (15.76%) Python
5 21 (10.34%) PowerShell
6 17 (8.37%) C#
7 14 (6.90%) U-SQL
8 10 (4.93%) X++
9 9 (4.43%) Java
10 6 (2.96%) JavaScript
11 4 (1.97%) VBA
12 3 (1.48%) Perl
12 3 (1.48%) Scala
13 2 (0.99%) XAML
14 1 (0.49%) PL/SQL
14 1 (0.49%) TypeScript
14 1 (0.49%) VB
14 1 (0.49%) VB.NET
14 1 (0.49%) XMLA
Qualifications
1 17 (8.37%) Microsoft Certification
2 12 (5.91%) Degree
3 10 (4.93%) Security Cleared
4 4 (1.97%) SC Cleared
5 1 (0.49%) Computer Science Degree
5 1 (0.49%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 14 (6.90%) Data Quality
2 6 (2.96%) QA
3 1 (0.49%) SLA
System Software
1 2 (0.99%) Docker
2 1 (0.49%) VirtualBox
Systems Management
1 10 (4.93%) Terraform
2 4 (1.97%) Kubernetes
3 2 (0.99%) Opscode Chef
3 2 (0.99%) Puppet
4 1 (0.49%) Ansible
4 1 (0.49%) Docker Swarm
Vendors
1 160 (78.82%) Microsoft
2 80 (39.41%) Databricks
3 24 (11.82%) Alteryx
4 17 (8.37%) Oracle
5 8 (3.94%) Cognos
6 7 (3.45%) Google
6 7 (3.45%) JD Edwards
6 7 (3.45%) Salesforce.com
7 5 (2.46%) IBM
8 4 (1.97%) Netezza
8 4 (1.97%) Teradata
9 3 (1.48%) Informatica
10 2 (0.99%) CheckPoint
10 2 (0.99%) Cisco
10 2 (0.99%) Hyland
11 1 (0.49%) Capita
11 1 (0.49%) Cloudera
11 1 (0.49%) Hortonworks
11 1 (0.49%) RedGate
11 1 (0.49%) Talend