Period
to 20 October 2021

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Microsoft Analysis Services skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Microsoft Analysis Services over the 6 months to 20 October 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Microsoft Analysis Services
UK > England
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 629 450 660
Rank change year-on-year -179 +210 +98
Contract jobs citing Microsoft Analysis Services 110 46 128
As % of all contract jobs advertised in England 0.16% 0.17% 0.17%
As % of the Database & Business Intelligence category 0.76% 0.74% 0.75%
Number of daily rates quoted 79 27 83
10th Percentile £463 £412 £357
25th Percentile £516 £461 £413
Median daily rate (50th Percentile) £588 £475 £525
Median % change year-on-year +23.68% -9.52% +10.53%
75th Percentile £688 £519 £713
90th Percentile £713 £593 £750
UK median daily rate £594 £475 £525
% change year-on-year +25.00% -9.52% +10.53%

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 contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 14,407 6,203 17,162
As % of all contract IT jobs advertised in England 21.34% 22.90% 22.26%
Number of daily rates quoted 10,298 4,344 12,000
10th Percentile £350 £313 £325
25th Percentile £425 £400 £400
Median daily rate (50th Percentile) £525 £500 £480
Median % change year-on-year +5.00% +4.17% +1.05%
75th Percentile £630 £600 £575
90th Percentile £719 £685 £663
UK median daily rate £525 £495 £475
% change year-on-year +6.06% +4.21% -
Number of hourly rates quoted 189 98 227
10th Percentile £16.25 £12.63 £12.30
25th Percentile £21.50 £17.55 £17.00
Median hourly rate £34.50 £26.48 £30.00
Median % change year-on-year +30.29% -11.73% +1.69%
75th Percentile £58.75 £41.88 £50.00
90th Percentile £65.50 £55.00 £63.75
UK median hourly rate £35.00 £25.00 £30.00
% change year-on-year +40.00% -16.67% +7.66%

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
Contractor Daily Rate Trend in England

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

Daily rate trend for Microsoft Analysis Services in England

Microsoft Analysis Services
Daily Rate Histogram in England

Daily rate distribution for jobs citing Microsoft Analysis Services in England over the 6 months to 20 October 2021.

Daily rate histogram for Microsoft Analysis Services in England

Microsoft Analysis Services
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Microsoft Analysis Services in England

Microsoft Analysis Services
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Microsoft Analysis Services within the England region over the 6 months to 20 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -156 78 £600 +26.32% 11
Midlands -74 12 £483 -21.22% 3
West Midlands -57 11 £483 -21.22% 2
North of England -78 6 £548 +71.09% 1
North West -51 5 £548 - 1
South East -91 4 £600 +37.93% 2
East of England - 2 £223 -
East Midlands -34 1 - - 1
Yorkshire -46 1 - -
Microsoft Analysis Services
UK

For the 6 months to 20 October 2021, IT contractor 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 contract job ads across the England region with a requirement for Microsoft Analysis Services.

1 83 (75.45%) Microsoft
2 80 (72.73%) SQL Server Analysis Services
3 78 (70.91%) SQL Server
4 75 (68.18%) SQL
4 75 (68.18%) Azure
5 70 (63.64%) Business Intelligence
6 69 (62.73%) Data Warehouse
7 54 (49.09%) Power BI
7 54 (49.09%) Power Platform
8 48 (43.64%) SQL Server Integration Services
9 47 (42.73%) ETL
10 44 (40.00%) Databricks
11 39 (35.45%) Data Modelling
12 37 (33.64%) Azure Data Factory
13 35 (31.82%) Azure Synapse Analytics
14 33 (30.00%) SQL Server Reporting Services
15 32 (29.09%) Data Lake
16 31 (28.18%) Agile Software Development
17 30 (27.27%) Analytics
18 29 (26.36%) Social Skills
19 27 (24.55%) AWS
20 26 (23.64%) Big Data
21 25 (22.73%) DevOps
22 24 (21.82%) T-SQL
23 23 (20.91%) C#
24 21 (19.09%) Azure SQL Database
25 19 (17.27%) Data Analysis Expressions (DAX)
26 18 (16.36%) Kimball Methodology
26 18 (16.36%) .NET
26 18 (16.36%) Finance

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 5 (4.55%) SharePoint
2 4 (3.64%) IIS
3 2 (1.82%) Confluence
3 2 (1.82%) SAS
4 1 (0.91%) Apache
4 1 (0.91%) Apache Spark
Applications
1 2 (1.82%) Microsoft Excel
1 2 (1.82%) Microsoft Office
Business Applications
1 2 (1.82%) Dynamics AX
Cloud Services
1 75 (68.18%) Azure
2 54 (49.09%) Power Platform
3 37 (33.64%) Azure Data Factory
4 35 (31.82%) Azure Synapse Analytics
5 27 (24.55%) AWS
6 15 (13.64%) Azure Key Vault
7 9 (8.18%) Azure Storage
7 9 (8.18%) PaaS
8 8 (7.27%) Azure Logic Apps
9 7 (6.36%) Azure Stack
10 6 (5.45%) Azure Active Directory
11 5 (4.55%) Azure Cosmos DB
11 5 (4.55%) IaaS
11 5 (4.55%) SaaS
12 4 (3.64%) Amazon S3
12 4 (3.64%) Azure Functions
12 4 (3.64%) GCP
12 4 (3.64%) Serverless
13 3 (2.73%) Dynamics 365
13 3 (2.73%) PowerApps
Communications & Networking
1 2 (1.82%) Kerberos
Database & Business Intelligence
1 80 (72.73%) SQL Server Analysis Services
2 78 (70.91%) SQL Server
3 69 (62.73%) Data Warehouse
4 54 (49.09%) Power BI
5 48 (43.64%) SQL Server Integration Services
6 33 (30.00%) SQL Server Reporting Services
7 32 (29.09%) Data Lake
8 26 (23.64%) Big Data
9 21 (19.09%) Azure SQL Database
10 17 (15.45%) Azure SQL Data Warehouse
11 13 (11.82%) SQL Server 2016
12 9 (8.18%) Metadata
12 9 (8.18%) Relational Database
12 9 (8.18%) Tableau
13 8 (7.27%) SQL Server 2017
14 7 (6.36%) OLAP
14 7 (6.36%) SQL Server 2014
15 6 (5.45%) Enterprise Data Warehouse
15 6 (5.45%) SSDT
16 5 (4.55%) Amazon RDS
Development Applications
1 16 (14.55%) Visual Studio
2 14 (12.73%) PowerDesigner
3 8 (7.27%) Git (software)
4 5 (4.55%) Team Foundation Server
4 5 (4.55%) Visual Studio Team System
5 3 (2.73%) SQL Server Management Studio (SSMS)
6 2 (1.82%) JIRA
6 2 (1.82%) Serena SBM
6 2 (1.82%) Subversion
6 2 (1.82%) TeamCity
7 1 (0.91%) ER Studio
7 1 (0.91%) Toad
General
1 29 (26.36%) Social Skills
2 18 (16.36%) Banking
2 18 (16.36%) Finance
3 15 (13.64%) Investment Banking
4 7 (6.36%) Analytical Skills
5 6 (5.45%) Retail
6 5 (4.55%) Presentation Skills
6 5 (4.55%) Public Sector
7 3 (2.73%) Law
7 3 (2.73%) Legal
8 2 (1.82%) Advertising
8 2 (1.82%) Documentation Skills
9 1 (0.91%) Automotive
9 1 (0.91%) Games
9 1 (0.91%) Marketing
Job Titles
1 38 (34.55%) Developer
2 26 (23.64%) Architect
3 24 (21.82%) Data Architect
4 20 (18.18%) Azure Architect
4 20 (18.18%) Data Engineer
5 18 (16.36%) Business Intelligence Developer
6 17 (15.45%) Solutions Architect
7 16 (14.55%) SQL Developer
8 13 (11.82%) Azure Engineer
9 12 (10.91%) Analyst
9 12 (10.91%) Data Warehouse Developer
10 10 (9.09%) SQL BI Developer
11 8 (7.27%) Analyst Developer
11 8 (7.27%) Data Warehouse Analyst
12 6 (5.45%) Business Intelligence Analyst
12 6 (5.45%) DevOps Engineer
12 6 (5.45%) SSAS Developer
12 6 (5.45%) SSRS Analyst
12 6 (5.45%) SSRS Developer
13 5 (4.55%) SSIS Developer
Libraries, Frameworks & Software Standards
1 18 (16.36%) .NET
2 14 (12.73%) ASP.NET
3 12 (10.91%) MDX
4 8 (7.27%) .NET Framework
5 7 (6.36%) Web Services
5 7 (6.36%) XML
6 6 (5.45%) AngularJS
6 6 (5.45%) ASP.NET Core
6 6 (5.45%) Blazor
6 6 (5.45%) Entity Framework
6 6 (5.45%) Razor View Engine
7 5 (4.55%) JSON
8 3 (2.73%) PySpark
9 2 (1.82%) COM
9 2 (1.82%) LDAP
9 2 (1.82%) REST
9 2 (1.82%) SOAP
10 1 (0.91%) ARM Templates
10 1 (0.91%) Spring
10 1 (0.91%) YAML
Miscellaneous
1 10 (9.09%) Data Structures
2 7 (6.36%) Management Information System
3 4 (3.64%) NHS
4 2 (1.82%) Clustering
4 2 (1.82%) Greenfield Project
4 2 (1.82%) Replication
4 2 (1.82%) User Experience
5 1 (0.91%) Taxonomies
Operating Systems
1 4 (3.64%) Windows
2 2 (1.82%) Linux
2 2 (1.82%) Red Hat Enterprise Linux
2 2 (1.82%) Solaris
2 2 (1.82%) Unix
2 2 (1.82%) Windows Server
Processes & Methodologies
1 70 (63.64%) Business Intelligence
2 47 (42.73%) ETL
3 39 (35.45%) Data Modelling
4 31 (28.18%) Agile Software Development
5 30 (27.27%) Analytics
6 25 (22.73%) DevOps
7 18 (16.36%) Kimball Methodology
7 18 (16.36%) Stakeholder Management
8 17 (15.45%) Logical Data Model
9 16 (14.55%) ETL Development
9 16 (14.55%) Physical Data Model
10 15 (13.64%) Continuous Delivery
11 14 (12.73%) Architecture Roadmap
11 14 (12.73%) Data Engineering
11 14 (12.73%) Enterprise Architecture
11 14 (12.73%) Logistics
11 14 (12.73%) Master Data Management
11 14 (12.73%) Open Source
11 14 (12.73%) Problem-Solving
11 14 (12.73%) Strategic Roadmap
Programming Languages
1 75 (68.18%) SQL
2 24 (21.82%) T-SQL
3 23 (20.91%) C#
4 19 (17.27%) Data Analysis Expressions (DAX)
5 14 (12.73%) Python
6 11 (10.00%) PowerShell
7 8 (7.27%) Java
8 6 (5.45%) TypeScript
9 4 (3.64%) PL/SQL
10 3 (2.73%) VBA
11 2 (1.82%) Bash Shell
11 2 (1.82%) Perl
11 2 (1.82%) Ruby
11 2 (1.82%) Scala
11 2 (1.82%) VB.NET
11 2 (1.82%) X++
12 1 (0.91%) C
12 1 (0.91%) R
Qualifications
1 1 (0.91%) ACCA
1 1 (0.91%) BPSS Clearance
1 1 (0.91%) CIMA
1 1 (0.91%) Microsoft Certification
1 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 3 (2.73%) Data Quality
1 3 (2.73%) GDPR
1 3 (2.73%) QA
2 2 (1.82%) Accessibility
2 2 (1.82%) Sarbanes-Oxley
2 2 (1.82%) Solvency II
3 1 (0.91%) IFRS
System Software
1 8 (7.27%) Active Directory
2 2 (1.82%) Oracle RAC
2 2 (1.82%) VMware ESXi
2 2 (1.82%) VMware Infrastructure
3 1 (0.91%) Virtual Machines
Systems Management
1 2 (1.82%) Control-M
1 2 (1.82%) Data Guard
1 2 (1.82%) EMC NetWorker
1 2 (1.82%) Enterprise Manager Cloud Control
1 2 (1.82%) QRadar
1 2 (1.82%) Tivoli
1 2 (1.82%) Tivoli Storage Manager
2 1 (0.91%) Kubernetes
2 1 (0.91%) Terraform
Vendors
1 83 (75.45%) Microsoft
2 44 (40.00%) Databricks
3 16 (14.55%) IBM
3 16 (14.55%) SAP
4 14 (12.73%) BiZZdesign
4 14 (12.73%) Salesforce.com
5 5 (4.55%) Oracle
6 2 (1.82%) Alteryx
6 2 (1.82%) BMC
6 2 (1.82%) CyberArk
6 2 (1.82%) Dell
6 2 (1.82%) EMC
6 2 (1.82%) Informatica
6 2 (1.82%) Qualys
6 2 (1.82%) Red Hat
6 2 (1.82%) Serena
6 2 (1.82%) ServiceNow
6 2 (1.82%) Splunk
6 2 (1.82%) Sybase
6 2 (1.82%) VMware