Period
to 29 October 2020

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 29 October 2020 with a comparison to the same period in the previous 2 years.

Microsoft Analysis Services
UK > England
6 months to
29 Oct 2020
Same period 2019 Same period 2018
Rank 584 729 816
Rank change year-on-year +145 +87 -6
Permanent jobs citing Microsoft Analysis Services 89 318 320
As % of all permanent jobs advertised in England 0.19% 0.25% 0.21%
As % of the Database & Business Intelligence category 0.68% 0.92% 0.70%
Number of salaries quoted 74 285 307
Median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +16.67%
10th Percentile £38,625 £38,250 £34,750
90th Percentile £87,500 £87,500 £75,500
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +16.67%

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 13,062 34,594 45,431
As % of all permanent IT jobs advertised in England 28.61% 27.17% 29.58%
Number of salaries quoted 11,065 28,857 37,235
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £34,000 £31,500 £31,250
90th Percentile £90,000 £86,250 £85,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +4.17%

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 29 October 2020.

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 29 October 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
London +122 47 £72,500 +7.41% 3
North of England +133 16 £60,000 +50.00% 4
Midlands +118 12 £36,250 -13.17% 1
North West +112 12 £60,000 +51.90% 2
West Midlands +99 8 £50,000 +21.88%
South East +184 7 £50,000 +11.11% 1
East of England +142 4 - -
East Midlands +83 4 £32,500 -28.57% 1
South West +125 3 £45,000 +5.88%
North East - 3 £45,000 - 1
Yorkshire +110 1 £45,000 - 1
Microsoft Analysis Services
UK

For the 6 months to 29 October 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 across the England region with a requirement for Microsoft Analysis Services.

1 82 (92.13%) SQL
2 76 (85.39%) SQL Server Analysis Services
3 74 (83.15%) Data Warehouse
4 73 (82.02%) Business Intelligence
4 73 (82.02%) Power BI
4 73 (82.02%) Power Platform
5 70 (78.65%) Microsoft
6 68 (76.40%) SQL Server
7 63 (70.79%) Azure
8 41 (46.07%) SQL Server Reporting Services
9 40 (44.94%) Data Modelling
10 38 (42.70%) SQL Server Integration Services
11 37 (41.57%) Visualisation
11 37 (41.57%) Azure SQL Database
11 37 (41.57%) Analytics
12 32 (35.96%) Agile Software Development
13 29 (32.58%) ETL
13 29 (32.58%) Python
13 29 (32.58%) Azure Data Factory
14 28 (31.46%) Data Lake
14 28 (31.46%) T-SQL
14 28 (31.46%) Analytical Skills
15 27 (30.34%) Finance
16 26 (29.21%) Data Analytics
16 26 (29.21%) Data Visualisation
16 26 (29.21%) Databricks
16 26 (29.21%) Azure SQL Data Warehouse
17 24 (26.97%) Data Analysis Expressions (DAX)
18 19 (21.35%) Performance Tuning
18 19 (21.35%) Dimensional Modelling

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 4 (4.49%) Confluence
2 2 (2.25%) IIS
2 2 (2.25%) SharePoint
3 1 (1.12%) Apache
3 1 (1.12%) Apache Pig
3 1 (1.12%) Apache Spark
3 1 (1.12%) Apache Synapse
3 1 (1.12%) Jupyter
3 1 (1.12%) Oracle SOA Suite
Applications
1 16 (17.98%) Microsoft Excel
2 6 (6.74%) Microsoft Office
Business Applications
1 2 (2.25%) Oracle General Ledger
1 2 (2.25%) Oracle Internet Expenses
1 2 (2.25%) Oracle iProcurement
1 2 (2.25%) Oracle Procure-to-Pay
2 1 (1.12%) Dynamics CRM
Cloud Services
1 73 (82.02%) Power Platform
2 63 (70.79%) Azure
3 29 (32.58%) Azure Data Factory
4 16 (17.98%) PaaS
5 11 (12.36%) SaaS
6 8 (8.99%) Data Lake Analytics
6 8 (8.99%) IaaS
7 7 (7.87%) AWS
8 5 (5.62%) Serverless
9 4 (4.49%) Azure Functions
10 3 (3.37%) PowerApps
11 2 (2.25%) Azure Active Directory
11 2 (2.25%) Azure Machine Learning
11 2 (2.25%) Azure Stack
12 1 (1.12%) Amazon EKS
12 1 (1.12%) AWS Lambda
12 1 (1.12%) GCP
12 1 (1.12%) Logic Apps
12 1 (1.12%) OpenShift
12 1 (1.12%) Power Automate
Communications & Networking
1 1 (1.12%) AMQP
Database & Business Intelligence
1 76 (85.39%) SQL Server Analysis Services
2 74 (83.15%) Data Warehouse
3 73 (82.02%) Power BI
4 68 (76.40%) SQL Server
5 41 (46.07%) SQL Server Reporting Services
6 38 (42.70%) SQL Server Integration Services
7 37 (41.57%) Azure SQL Database
8 28 (31.46%) Data Lake
9 26 (29.21%) Azure SQL Data Warehouse
10 12 (13.48%) Cosmos DB
11 8 (8.99%) OLTP
11 8 (8.99%) SQL Server 2017
12 7 (7.87%) PolyBase
12 7 (7.87%) Tableau
13 6 (6.74%) Snowflake Schema
14 5 (5.62%) Oracle Reports
14 5 (5.62%) SQL Server 2016
14 5 (5.62%) SSDT
15 4 (4.49%) Crystal Reports
15 4 (4.49%) OLAP
Development Applications
1 9 (10.11%) Visual Studio
2 4 (4.49%) GitLab
2 4 (4.49%) JIRA
3 2 (2.25%) ER Studio
3 2 (2.25%) ERwin
3 2 (2.25%) Git (software)
3 2 (2.25%) Jenkins
3 2 (2.25%) SQL Server Management Studio (SSMS)
4 1 (1.12%) GDB
4 1 (1.12%) Octopus Deploy
4 1 (1.12%) Sourcetree
4 1 (1.12%) TeamCity
4 1 (1.12%) Visual Studio Code
4 1 (1.12%) Visual Studio Team System
General
1 27 (30.34%) Finance
2 10 (11.24%) Back Office
3 3 (3.37%) Marketing
4 2 (2.25%) Financial Institution
4 2 (2.25%) General Ledger
4 2 (2.25%) Retail
5 1 (1.12%) iGaming
5 1 (1.12%) Legal
5 1 (1.12%) Manufacturing
5 1 (1.12%) Online Betting
5 1 (1.12%) Pharmaceutical
5 1 (1.12%) Police
5 1 (1.12%) Public Sector
Job Titles
1 36 (40.45%) Developer
2 28 (31.46%) Business Intelligence Developer
3 25 (28.09%) Data Engineer
4 13 (14.61%) Senior Developer
5 12 (13.48%) Analyst
5 12 (13.48%) Senior Business Intelligence Developer
6 11 (12.36%) Business Intelligence Lead
6 11 (12.36%) Consultant
6 11 (12.36%) Data Consultant
7 10 (11.24%) Azure Consultant
7 10 (11.24%) Lead Developer
8 9 (10.11%) Azure Developer
8 9 (10.11%) Azure Engineer
8 9 (10.11%) SQL Developer
9 8 (8.99%) Architect
9 8 (8.99%) DBA
9 8 (8.99%) SQL Analyst
9 8 (8.99%) SQL DBA
10 7 (7.87%) Business Intelligence Consultant
10 7 (7.87%) Data Architect
Libraries, Frameworks & Software Standards
1 12 (13.48%) MDX
2 6 (6.74%) .NET
3 3 (3.37%) D3.js
3 3 (3.37%) Vue.js
4 2 (2.25%) ADO
4 2 (2.25%) Oracle Fusion
5 1 (1.12%) .NET Core
5 1 (1.12%) Anaconda
5 1 (1.12%) Apache Tez
5 1 (1.12%) Kafka
5 1 (1.12%) Natural Language Processing
5 1 (1.12%) Node.js
5 1 (1.12%) REST
5 1 (1.12%) RESTful
5 1 (1.12%) Spring
5 1 (1.12%) Spring Boot
5 1 (1.12%) TensorFlow
Miscellaneous
1 28 (31.46%) Analytical Skills
2 6 (6.74%) Management Information System
3 5 (5.62%) User Experience
4 4 (4.49%) Client/Server
4 4 (4.49%) Self-Motivation
5 3 (3.37%) Cloud Native
5 3 (3.37%) Clustering
5 3 (3.37%) Replication
6 2 (2.25%) Data Structures
6 2 (2.25%) Greenfield Project
6 2 (2.25%) Hybrid Cloud
7 1 (1.12%) Analytical Mindset
7 1 (1.12%) N-Tier
7 1 (1.12%) Private Cloud
7 1 (1.12%) Wiki
Operating Systems
1 7 (7.87%) Windows
2 1 (1.12%) Windows Server
2 1 (1.12%) Windows Server 2016
2 1 (1.12%) Windows Server 2019
Processes & Methodologies
1 73 (82.02%) Business Intelligence
2 40 (44.94%) Data Modelling
3 37 (41.57%) Analytics
3 37 (41.57%) Visualisation
4 32 (35.96%) Agile Software Development
5 29 (32.58%) ETL
6 26 (29.21%) Data Analytics
6 26 (29.21%) Data Visualisation
7 19 (21.35%) Dimensional Modelling
7 19 (21.35%) Performance Tuning
8 18 (20.22%) Problem-Solving
9 17 (19.10%) DevOps
10 16 (17.98%) Data Engineering
10 16 (17.98%) Kimball Methodology
11 11 (12.36%) SDLC
12 10 (11.24%) Architectural Design
12 10 (11.24%) Continuous Improvement
12 10 (11.24%) Data Analysis
13 9 (10.11%) Data Management
13 9 (10.11%) Validation
Programming Languages
1 82 (92.13%) SQL
2 29 (32.58%) Python
3 28 (31.46%) T-SQL
4 24 (26.97%) Data Analysis Expressions (DAX)
5 10 (11.24%) C#
6 8 (8.99%) PowerShell
7 7 (7.87%) U-SQL
8 4 (4.49%) JavaScript
9 3 (3.37%) Java
9 3 (3.37%) PL/SQL
10 2 (2.25%) VB.NET
11 1 (1.12%) ANSI SQL
11 1 (1.12%) R
11 1 (1.12%) Scala
Qualifications
1 13 (14.61%) Microsoft Certification
2 3 (3.37%) Degree
3 2 (2.25%) Computer Science Degree
3 2 (2.25%) MCITP
3 2 (2.25%) MCSA
4 1 (1.12%) SC Cleared
4 1 (1.12%) Security Cleared
Quality Assurance & Compliance
1 13 (14.61%) Data Quality
2 1 (1.12%) GDPR
System Software
1 3 (3.37%) Active Directory
1 3 (3.37%) Docker
Systems Management
1 3 (3.37%) Microsoft Clustering
2 2 (2.25%) Kubernetes
3 1 (1.12%) Ansible
3 1 (1.12%) Control-M
3 1 (1.12%) Opscode Chef
3 1 (1.12%) Puppet
3 1 (1.12%) Terraform
Vendors
1 70 (78.65%) Microsoft
2 26 (29.21%) Databricks
3 10 (11.24%) Oracle
4 5 (5.62%) Google
5 4 (4.49%) SAP
6 3 (3.37%) Alteryx
7 2 (2.25%) Facebook
7 2 (2.25%) IBM
8 1 (1.12%) Actuate
8 1 (1.12%) Cognos
8 1 (1.12%) Dynatrace
8 1 (1.12%) Netezza
8 1 (1.12%) OutSystems
8 1 (1.12%) Red Hat
8 1 (1.12%) Splunk
8 1 (1.12%) Teradata