Period
to 8 December 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for SQL Server Analysis Services skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited SQL Server Analysis Services over the 6 months to 8 December 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 SQL Server Analysis Services (SSAS)
England > London
6 months to
8 Dec 2021
Same period 2020 Same period 2019
Rank 409 304 253
Rank change year-on-year -105 -51 +17
Contract jobs citing SQL Server Analysis Services 179 83 346
As % of all contract jobs advertised in London 0.47% 0.51% 1.01%
As % of the Database & Business Intelligence category 1.95% 2.07% 4.16%
Number of daily rates quoted 145 70 274
10th Percentile £345 £300 £394
25th Percentile £450 £379 £425
Median daily rate (50th Percentile) £550 £508 £500
Median % change year-on-year +8.37% +1.50% +5.26%
75th Percentile £613 £625 £584
90th Percentile £688 £641 £793
England median daily rate £500 £438 £450
% change year-on-year +14.29% -2.78% -
Number of hourly rates quoted 0 0 4
Median hourly rate - - £24.37
England median hourly rate £44.00 - £24.37

SQL Server 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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 9,169 4,004 8,313
As % of all contract IT jobs advertised in London 24.04% 24.53% 24.30%
Number of daily rates quoted 6,743 2,892 6,078
10th Percentile £400 £350 £360
25th Percentile £475 £425 £425
Median daily rate (50th Percentile) £574 £525 £525
Median % change year-on-year +9.33% - -
75th Percentile £675 £625 £613
90th Percentile £750 £700 £700
England median daily rate £525 £495 £475
% change year-on-year +6.06% +4.21% -
Number of hourly rates quoted 40 23 50
10th Percentile £24.50 £21.20 £15.00
25th Percentile £25.25 £28.25 £21.31
Median hourly rate £36.88 £38.50 £29.98
Median % change year-on-year -4.21% +28.42% +8.56%
75th Percentile £60.25 £53.88 £43.31
90th Percentile £66.25 £65.95 £53.93
England median hourly rate £39.08 £26.96 £28.25
% change year-on-year +44.94% -4.57% -0.88%

SQL Server Analysis Services
Job Vacancy Trend in London

Job postings citing SQL Server Analysis Services as a proportion of all IT jobs advertised in London.

Job vacancy trend for SQL Server Analysis Services in London

SQL Server Analysis Services
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing SQL Server Analysis Services in London.

Daily rate trend for SQL Server Analysis Services in London

SQL Server Analysis Services
Daily Rate Histogram in London

Daily rate distribution for jobs citing SQL Server Analysis Services in London over the 6 months to 8 December 2021.

Daily rate histogram for SQL Server Analysis Services in London

SQL Server Analysis Services
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing SQL Server Analysis Services in London.

Hourly rate trend for SQL Server Analysis Services in London

SQL Server Analysis Services
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SQL Server Analysis Services within the London region over the 6 months to 8 December 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
Central London -40 30 £540 -6.09% 24
South London -1 2 £338 -3.57% 4
East London - 2 - - 3
SQL Server Analysis Services
England

For the 6 months to 8 December 2021, IT contractor jobs citing SQL Server 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 London region with a requirement for SQL Server Analysis Services.

1 130 (72.63%) Business Intelligence
2 129 (72.07%) SQL
3 126 (70.39%) SQL Server Integration Services
4 115 (64.25%) SQL Server
5 93 (51.96%) Data Warehouse
6 91 (50.84%) Azure
7 87 (48.60%) SQL Server Reporting Services
7 87 (48.60%) Power BI
7 87 (48.60%) Power Platform
8 84 (46.93%) Microsoft
9 65 (36.31%) Finance
10 55 (30.73%) ETL
10 55 (30.73%) Microsoft Analysis Services
10 55 (30.73%) Analytics
11 47 (26.26%) Data Modelling
12 45 (25.14%) T-SQL
13 44 (24.58%) Agile Software Development
14 43 (24.02%) DevOps
15 38 (21.23%) Azure Data Factory
16 37 (20.67%) C#
17 32 (17.88%) Visual Studio
17 32 (17.88%) Data Lake
18 30 (16.76%) Data Analysis Expressions (DAX)
19 29 (16.20%) Tableau
19 29 (16.20%) Social Skills
20 28 (15.64%) Databricks
20 28 (15.64%) Python
21 26 (14.53%) .NET
21 26 (14.53%) Visualisation
22 23 (12.85%) PowerShell

SQL Server Analysis Services
Co-occurring IT Skills in London 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 6 (3.35%) SharePoint
2 5 (2.79%) Apache Spark
3 3 (1.68%) Confluence
4 2 (1.12%) IIS
5 1 (0.56%) CMS
5 1 (0.56%) SAS
5 1 (0.56%) SharePoint Server
Applications
1 12 (6.70%) Microsoft Excel
2 2 (1.12%) Microsoft Office
Business Applications
1 1 (0.56%) Alphatax
1 1 (0.56%) Dynamics CRM
1 1 (0.56%) Dynamics GP
1 1 (0.56%) Dynamics NAV
1 1 (0.56%) NetSuite
Cloud Services
1 91 (50.84%) Azure
2 87 (48.60%) Power Platform
3 38 (21.23%) Azure Data Factory
4 13 (7.26%) Azure Synapse Analytics
5 12 (6.70%) AWS
5 12 (6.70%) Azure Key Vault
5 12 (6.70%) Azure Storage
6 11 (6.15%) Azure Logic Apps
7 9 (5.03%) GitHub
8 7 (3.91%) PowerApps
9 6 (3.35%) Azure Cosmos DB
9 6 (3.35%) Azure Data Lake Analytics
9 6 (3.35%) Azure Functions
9 6 (3.35%) Microsoft 365
9 6 (3.35%) Serverless
10 5 (2.79%) Power Automate
11 4 (2.23%) Amazon S3
11 4 (2.23%) Azure Machine Learning
11 4 (2.23%) Dynamics 365
11 4 (2.23%) PaaS
Communications & Networking
1 1 (0.56%) Internet
1 1 (0.56%) Intranet
1 1 (0.56%) Kerberos
1 1 (0.56%) SAN
Database & Business Intelligence
1 126 (70.39%) SQL Server Integration Services
2 115 (64.25%) SQL Server
3 93 (51.96%) Data Warehouse
4 87 (48.60%) Power BI
4 87 (48.60%) SQL Server Reporting Services
5 55 (30.73%) Microsoft Analysis Services
6 32 (17.88%) Data Lake
7 29 (16.20%) Tableau
8 22 (12.29%) Azure SQL Database
9 19 (10.61%) Azure SQL Data Warehouse
10 14 (7.82%) Big Data
10 14 (7.82%) MongoDB
11 13 (7.26%) NoSQL
12 12 (6.70%) OLAP
13 11 (6.15%) Relational Database
14 10 (5.59%) OLAP Cube
14 10 (5.59%) QlikView
14 10 (5.59%) SQL Server 2014
15 9 (5.03%) SQL Server 2012
15 9 (5.03%) SQL Server 2017
Development Applications
1 32 (17.88%) Visual Studio
2 20 (11.17%) Team Foundation Server
3 11 (6.15%) JIRA
4 10 (5.59%) Visual Studio Team System
5 9 (5.03%) Git (software)
6 8 (4.47%) SQL Server Management Studio (SSMS)
7 4 (2.23%) Octopus Deploy
8 3 (1.68%) Atlassian Bamboo
9 2 (1.12%) Appium
9 2 (1.12%) ER Studio
9 2 (1.12%) Maven
9 2 (1.12%) Selenium
9 2 (1.12%) SpecFlow
9 2 (1.12%) TeamCity
9 2 (1.12%) TestNG
9 2 (1.12%) WebDriver
9 2 (1.12%) Zephyr
10 1 (0.56%) kappa
10 1 (0.56%) MLflow
10 1 (0.56%) SonarQube
General
1 65 (36.31%) Finance
2 29 (16.20%) Social Skills
3 16 (8.94%) Banking
4 11 (6.15%) Analytical Skills
5 9 (5.03%) Investment Banking
6 6 (3.35%) Front Office
7 5 (2.79%) Marketing
8 4 (2.23%) Law
8 4 (2.23%) Legal
8 4 (2.23%) Public Sector
9 3 (1.68%) Private Banking
9 3 (1.68%) Retail
9 3 (1.68%) Retail Banking
10 1 (0.56%) Documentation Skills
10 1 (0.56%) Financial Institution
10 1 (0.56%) Presentation Skills
Job Titles
1 106 (59.22%) Developer
2 51 (28.49%) Business Intelligence Developer
3 24 (13.41%) SQL Developer
4 15 (8.38%) Analyst
4 15 (8.38%) Data Engineer
5 14 (7.82%) Power BI Developer
6 13 (7.26%) Architect
7 12 (6.70%) Azure Engineer
8 11 (6.15%) SSAS Developer
9 10 (5.59%) Analyst Developer
9 10 (5.59%) SSRS Developer
10 9 (5.03%) Data Warehouse Analyst
10 9 (5.03%) Data Warehouse Developer
10 9 (5.03%) Full Stack Developer
10 9 (5.03%) SSIS Developer
11 8 (4.47%) C# Developer
11 8 (4.47%) Data Architect
11 8 (4.47%) DevOps Engineer
11 8 (4.47%) SQL Server Developer
12 7 (3.91%) Senior Developer
Libraries, Frameworks & Software Standards
1 26 (14.53%) .NET
2 16 (8.94%) MDX
3 13 (7.26%) JSON
4 12 (6.70%) XML
5 9 (5.03%) WPF
6 8 (4.47%) HTML
6 8 (4.47%) Web Services
7 7 (3.91%) HTML5
7 7 (3.91%) OpenFin
8 5 (2.79%) ASP.NET
9 3 (1.68%) Kafka
9 3 (1.68%) REST
10 2 (1.12%) ADO
10 2 (1.12%) CSS
10 2 (1.12%) Middleware
10 2 (1.12%) NestJS
10 2 (1.12%) Node.js
10 2 (1.12%) React
10 2 (1.12%) Redux
10 2 (1.12%) WinForms
Miscellaneous
1 10 (5.59%) Data Structures
2 9 (5.03%) Management Information System
3 7 (3.91%) Algorithms
4 6 (3.35%) Foreign Exchange (FX)
5 5 (2.79%) Hedge funds
6 4 (2.23%) Credit Risk
6 4 (2.23%) NHS
6 4 (2.23%) Replication
6 4 (2.23%) Self-Motivation
7 3 (1.68%) Clustering
7 3 (1.68%) Public Cloud
7 3 (1.68%) User Experience
8 2 (1.12%) Data Protection Act
8 2 (1.12%) Fixed Income
8 2 (1.12%) Marketing Technology
8 2 (1.12%) Reinsurance
8 2 (1.12%) Taxonomies
9 1 (0.56%) Wiki
Operating Systems
1 11 (6.15%) Unix
2 8 (4.47%) Linux
3 6 (3.35%) Windows
4 3 (1.68%) Windows Server
5 2 (1.12%) Solaris
5 2 (1.12%) Windows Server 2008
Processes & Methodologies
1 130 (72.63%) Business Intelligence
2 55 (30.73%) Analytics
2 55 (30.73%) ETL
3 47 (26.26%) Data Modelling
4 44 (24.58%) Agile Software Development
5 43 (24.02%) DevOps
6 26 (14.53%) Visualisation
7 18 (10.06%) Data Analytics
7 18 (10.06%) Migration
7 18 (10.06%) Scrum
8 16 (8.94%) Continuous Delivery
9 14 (7.82%) Data Engineering
9 14 (7.82%) Test Automation
10 12 (6.70%) ETL Development
10 12 (6.70%) Stakeholder Management
11 11 (6.15%) Data Integration
12 10 (5.59%) Change Management
12 10 (5.59%) Data Migration
12 10 (5.59%) Full Stack Development
12 10 (5.59%) Unit Testing
Programming Languages
1 129 (72.07%) SQL
2 45 (25.14%) T-SQL
3 37 (20.67%) C#
4 30 (16.76%) Data Analysis Expressions (DAX)
5 28 (15.64%) Python
6 23 (12.85%) PowerShell
7 19 (10.61%) Java
8 11 (6.15%) R
9 5 (2.79%) Scala
9 5 (2.79%) VBA
10 3 (1.68%) TypeScript
10 3 (1.68%) VB
11 2 (1.12%) JavaScript
11 2 (1.12%) PL/SQL
11 2 (1.12%) VBScript
12 1 (0.56%) Groovy
12 1 (0.56%) VB.NET
Qualifications
1 6 (3.35%) Microsoft Certification
1 6 (3.35%) Security Cleared
2 5 (2.79%) SC Cleared
3 3 (1.68%) Degree
3 3 (1.68%) Numerate Degree
4 2 (1.12%) Computer Science Degree
4 2 (1.12%) ISTQB
4 2 (1.12%) ISTQB Advanced Certification
4 2 (1.12%) ISTQB Foundation Certification
5 1 (0.56%) ACCA
5 1 (0.56%) BPSS Clearance
5 1 (0.56%) CIMA
5 1 (0.56%) MCITP
5 1 (0.56%) MCSA
5 1 (0.56%) MCSE
Quality Assurance & Compliance
1 9 (5.03%) Data Quality
2 3 (1.68%) IFRS
2 3 (1.68%) Solvency II
3 1 (0.56%) Accessibility
3 1 (0.56%) GDPR
3 1 (0.56%) Sarbanes-Oxley
System Software
1 3 (1.68%) Active Directory
1 3 (1.68%) Docker
1 3 (1.68%) VMware Infrastructure
Systems Management
1 4 (2.23%) Kubernetes
2 2 (1.12%) Automic
2 2 (1.12%) Microsoft Clustering
3 1 (0.56%) Ansible
3 1 (0.56%) Control-M
3 1 (0.56%) SCOM
3 1 (0.56%) SQL Sentry
Vendors
1 84 (46.93%) Microsoft
2 28 (15.64%) Databricks
3 6 (3.35%) Oracle
3 6 (3.35%) VMware
4 4 (2.23%) Alteryx
5 2 (1.12%) Google
5 2 (1.12%) Informatica
5 2 (1.12%) Sage
5 2 (1.12%) StreamSets
5 2 (1.12%) Teradata
6 1 (0.56%) Adobe
6 1 (0.56%) Atlassian
6 1 (0.56%) Cognos
6 1 (0.56%) CommVault
6 1 (0.56%) GoldenSource
6 1 (0.56%) Nimble Storage
6 1 (0.56%) RedGate
6 1 (0.56%) Remedy
6 1 (0.56%) Sybase