Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 October 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for SQL Server Analysis Services skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQL Server Analysis Services over the 6 months to 26 October 2021 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
England > London
6 months to
26 Oct 2021		 Same period 2020 Same period 2019
Rank 353 283 192
Rank change year-on-year -70 -91 +28
Permanent jobs citing SQL Server Analysis Services 442 198 1,033
As % of all permanent jobs advertised in London 0.87% 1.00% 1.90%
As % of the Database & Business Intelligence category 2.74% 3.47% 6.57%
Number of salaries quoted 408 163 932
10th Percentile £42,500 £46,250 £43,750
25th Percentile £50,000 £57,500 £51,250
Median annual salary (50th Percentile) £62,500 £70,000 £62,500
Median % change year-on-year -10.71% +12.00% +8.70%
75th Percentile £75,000 £85,000 £75,000
90th Percentile £83,250 £93,750 £85,000
England median annual salary £55,000 £55,000 £55,000

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 permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 16,121 5,708 15,720
As % of all permanent IT jobs advertised in London 31.72% 28.76% 28.93%
Number of salaries quoted 9,620 4,856 13,115
10th Percentile £45,000 £42,500 £37,500
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £86,250 £82,625
90th Percentile £107,500 £102,500 £100,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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
Salary Trend in London

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

Salary trend for SQL Server Analysis Services in London

SQL Server Analysis Services
Salary Histogram in London

Salary distribution for jobs citing SQL Server Analysis Services in London over the 6 months to 26 October 2021.

Salary histogram for SQL Server Analysis Services in London

SQL Server Analysis Services
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQL Server Analysis Services within the London region over the 6 months to 26 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
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -42 92 £64,500 -14.00% 16
West London -80 7 £50,000 - 2
East London -21 1 £55,000 -47.62% 4
SQL Server Analysis Services
England

For the 6 months to 26 October 2021, IT 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 permanent job ads across the London region with a requirement for SQL Server Analysis Services.

1 382 (86.43%) SQL
2 373 (84.39%) Business Intelligence
3 353 (79.86%) SQL Server Integration Services
4 329 (74.43%) SQL Server Reporting Services
5 316 (71.49%) SQL Server
6 281 (63.57%) Power Platform
7 280 (63.35%) Power BI
8 259 (58.60%) Data Warehouse
9 243 (54.98%) Azure
10 225 (50.90%) Microsoft
11 215 (48.64%) ETL
12 176 (39.82%) Analytics
13 160 (36.20%) Finance
14 140 (31.67%) Data Modelling
15 137 (31.00%) T-SQL
16 116 (26.24%) Visualisation
17 111 (25.11%) Azure Data Factory
18 106 (23.98%) Agile Software Development
19 104 (23.53%) Microsoft Analysis Services
20 94 (21.27%) Tableau
21 93 (21.04%) Python
22 81 (18.33%) PowerShell
23 79 (17.87%) Microsoft Excel
24 78 (17.65%) DevOps
25 76 (17.19%) Data Visualisation
25 76 (17.19%) Data Management
26 75 (16.97%) Databricks
27 72 (16.29%) C#
28 70 (15.84%) Azure Synapse Analytics
29 68 (15.38%) Analytical Skills

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 38 (8.60%) SharePoint
2 5 (1.13%) Apache Airflow
2 5 (1.13%) Apache Spark
3 4 (0.90%) Apache
3 4 (0.90%) FileNet
3 4 (0.90%) IIS
3 4 (0.90%) Papyrus
4 3 (0.68%) CMS
4 3 (0.68%) SAS
5 2 (0.45%) Elasticsearch
6 1 (0.23%) Oracle SOA Suite
6 1 (0.23%) WordPress
Applications
1 79 (17.87%) Microsoft Excel
2 21 (4.75%) Microsoft Office
3 3 (0.68%) MS Visio
Business Applications
1 16 (3.62%) IBM Planning Analytics
2 12 (2.71%) Dynamics CRM
3 4 (0.90%) Elite 3E
4 2 (0.45%) Dynamics NAV
5 1 (0.23%) Alphatax
5 1 (0.23%) Dynamics AX
5 1 (0.23%) Dynamics GP
5 1 (0.23%) SnowdropKCS
Cloud Services
1 281 (63.57%) Power Platform
2 243 (54.98%) Azure
3 111 (25.11%) Azure Data Factory
4 70 (15.84%) Azure Synapse Analytics
5 56 (12.67%) AWS
6 29 (6.56%) PaaS
7 27 (6.11%) GCP
7 27 (6.11%) SaaS
8 20 (4.52%) Microsoft 365
9 19 (4.30%) Azure Cosmos DB
10 18 (4.07%) PowerApps
11 17 (3.85%) IaaS
12 16 (3.62%) Azure Stack
12 16 (3.62%) Dynamics 365
13 14 (3.17%) Snowflake
14 13 (2.94%) Serverless
15 9 (2.04%) Azure Data Lake Analytics
15 9 (2.04%) Azure Functions
15 9 (2.04%) Azure Storage
16 7 (1.58%) GitHub
Communications & Networking
1 4 (0.90%) Firewall
1 4 (0.90%) GoToMeeting
1 4 (0.90%) Internet
1 4 (0.90%) Modbus
1 4 (0.90%) Skype
1 4 (0.90%) SNMP
1 4 (0.90%) SSL
1 4 (0.90%) WebEx
2 3 (0.68%) FTP
2 3 (0.68%) PuTTY
2 3 (0.68%) WinSCP
Database & Business Intelligence
1 353 (79.86%) SQL Server Integration Services
2 329 (74.43%) SQL Server Reporting Services
3 316 (71.49%) SQL Server
4 280 (63.35%) Power BI
5 259 (58.60%) Data Warehouse
6 104 (23.53%) Microsoft Analysis Services
7 94 (21.27%) Tableau
8 66 (14.93%) Azure SQL Database
9 64 (14.48%) Data Lake
10 53 (11.99%) Relational Database
11 42 (9.50%) RDBMS
12 38 (8.60%) OLAP
13 36 (8.14%) Azure SQL Data Warehouse
14 29 (6.56%) Big Data
15 27 (6.11%) Data Mining
16 23 (5.20%) MongoDB
17 22 (4.98%) MySQL
18 20 (4.52%) DB2
18 20 (4.52%) Enterprise Data Warehouse
18 20 (4.52%) QlikView
Development Applications
1 40 (9.05%) Git (software)
2 31 (7.01%) Visual Studio
3 26 (5.88%) SQL Server Management Studio (SSMS)
4 21 (4.75%) Team Foundation Server
5 17 (3.85%) JIRA
6 16 (3.62%) Jenkins
7 11 (2.49%) Octopus Deploy
8 6 (1.36%) ERwin
9 5 (1.13%) Visual Studio Code
10 4 (0.90%) ER Studio
10 4 (0.90%) GDB
10 4 (0.90%) NUnit
10 4 (0.90%) Postman
10 4 (0.90%) Subversion
11 2 (0.45%) Atlassian Bamboo
12 1 (0.23%) Gradle
12 1 (0.23%) Maven
12 1 (0.23%) Sourcetree
12 1 (0.23%) Travis CI
12 1 (0.23%) Visual Studio Team System
General
1 160 (36.20%) Finance
2 68 (15.38%) Analytical Skills
3 62 (14.03%) Social Skills
4 34 (7.69%) Banking
5 11 (2.49%) Investment Banking
6 10 (2.26%) Advertising
6 10 (2.26%) Front Office
6 10 (2.26%) Legal
6 10 (2.26%) Retail
7 7 (1.58%) Law
7 7 (1.58%) Public Sector
8 5 (1.13%) Games
9 4 (0.90%) Presentation Skills
10 3 (0.68%) Influencing Skills
10 3 (0.68%) Organisational Skills
11 2 (0.45%) Back Office
11 2 (0.45%) Marketing
11 2 (0.45%) Private Banking
11 2 (0.45%) Publishing
12 1 (0.23%) Telecoms
Job Titles
1 188 (42.53%) Developer
2 110 (24.89%) Business Intelligence Developer
3 85 (19.23%) Data Engineer
4 64 (14.48%) SQL Developer
5 59 (13.35%) Analyst
6 40 (9.05%) Azure Engineer
7 35 (7.92%) DBA
8 33 (7.47%) Architect
8 33 (7.47%) Power BI Developer
8 33 (7.47%) SQL DBA
9 28 (6.33%) Administrator
10 27 (6.11%) Data Analyst
10 27 (6.11%) Data Architect
11 26 (5.88%) Azure Developer
11 26 (5.88%) SQL Server DBA
12 24 (5.43%) SQL Server Developer
13 22 (4.98%) SSIS Developer
14 20 (4.52%) Microsoft BI Developer
15 19 (4.30%) SQL BI Developer
15 19 (4.30%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 46 (10.41%) MDX
2 44 (9.95%) .NET
3 23 (5.20%) XML
4 17 (3.85%) JSON
4 17 (3.85%) Web Services
5 13 (2.94%) Kafka
6 12 (2.71%) HTML
7 8 (1.81%) .NET Framework
7 8 (1.81%) AngularJS
7 8 (1.81%) REST
7 8 (1.81%) RESTful
8 7 (1.58%) ASP.NET
8 7 (1.58%) Entity Framework
9 5 (1.13%) CSS
9 5 (1.13%) HTML5
9 5 (1.13%) jQuery
10 4 (0.90%) LINQ
10 4 (0.90%) OAuth
10 4 (0.90%) WCF
10 4 (0.90%) XSLT
Miscellaneous
1 43 (9.73%) Management Information System
2 13 (2.94%) Replication
3 11 (2.49%) Data Structures
4 9 (2.04%) Greenfield Project
5 8 (1.81%) Clustering
6 7 (1.58%) Self-Motivation
6 7 (1.58%) Taxonomies
7 5 (1.13%) Enterprise Software
8 4 (0.90%) Analytical Mindset
8 4 (0.90%) Data Centre
8 4 (0.90%) Foreign Exchange (FX)
8 4 (0.90%) Housing Association
8 4 (0.90%) Online Games
9 3 (0.68%) Derivative
9 3 (0.68%) Reference Data
9 3 (0.68%) User Experience
9 3 (0.68%) Wiki
10 2 (0.45%) Algorithms
10 2 (0.45%) Hybrid Cloud
10 2 (0.45%) Reinsurance
Operating Systems
1 22 (4.98%) Windows
2 14 (3.17%) Windows Server
3 13 (2.94%) Linux
4 6 (1.36%) Unix
5 2 (0.45%) Windows 10
5 2 (0.45%) Windows 7
6 1 (0.23%) CentOS
6 1 (0.23%) Red Hat Enterprise Linux
6 1 (0.23%) Solaris
6 1 (0.23%) Windows Server 2012
Processes & Methodologies
1 373 (84.39%) Business Intelligence
2 215 (48.64%) ETL
3 176 (39.82%) Analytics
4 140 (31.67%) Data Modelling
5 116 (26.24%) Visualisation
6 106 (23.98%) Agile Software Development
7 78 (17.65%) DevOps
8 76 (17.19%) Data Management
8 76 (17.19%) Data Visualisation
9 54 (12.22%) Data Engineering
10 40 (9.05%) Migration
10 40 (9.05%) Problem-Solving
11 37 (8.37%) Kimball Methodology
11 37 (8.37%) Stakeholder Management
12 34 (7.69%) Performance Tuning
13 33 (7.47%) SDLC
14 31 (7.01%) Computer Science
14 31 (7.01%) Data Analytics
14 31 (7.01%) Dimensional Modelling
15 30 (6.79%) Continuous Improvement
Programming Languages
1 382 (86.43%) SQL
2 137 (31.00%) T-SQL
3 93 (21.04%) Python
4 81 (18.33%) PowerShell
5 72 (16.29%) C#
6 55 (12.44%) Data Analysis Expressions (DAX)
7 32 (7.24%) VBA
8 25 (5.66%) R
9 10 (2.26%) Shell Script
10 9 (2.04%) JavaScript
10 9 (2.04%) U-SQL
11 8 (1.81%) Java
11 8 (1.81%) VB.NET
12 6 (1.36%) Scala
13 4 (0.90%) C
13 4 (0.90%) C++
13 4 (0.90%) Fortran
13 4 (0.90%) VB
14 3 (0.68%) Perl
15 2 (0.45%) Bash Shell
Qualifications
1 36 (8.14%) Degree
2 23 (5.20%) Microsoft Certification
3 13 (2.94%) Numerate Degree
4 9 (2.04%) MCSE
5 8 (1.81%) Computer Science Degree
6 6 (1.36%) HNC
6 6 (1.36%) HND
6 6 (1.36%) MCSA
7 5 (1.13%) MCITP
8 4 (0.90%) ITIL Certification
9 2 (0.45%) SC Cleared
9 2 (0.45%) Security Cleared
10 1 (0.23%) DBS Check
10 1 (0.23%) ITIL Foundation Certificate
10 1 (0.23%) Master's Degree
10 1 (0.23%) PMI Certification
10 1 (0.23%) PMP
10 1 (0.23%) TOGAF Certification
Quality Assurance & Compliance
1 52 (11.76%) Data Quality
2 18 (4.07%) GDPR
3 5 (1.13%) GRC
4 3 (0.68%) SLA
5 2 (0.45%) QA
6 1 (0.23%) GxP
System Software
1 10 (2.26%) Active Directory
2 4 (0.90%) Docker
2 4 (0.90%) VMware Infrastructure
2 4 (0.90%) VMware Server
3 1 (0.23%) Virtual Machines
3 1 (0.23%) VirtualBox
Systems Management
1 6 (1.36%) Terraform
2 4 (0.90%) Ansible
2 4 (0.90%) Control-M
2 4 (0.90%) Kubernetes
3 3 (0.68%) Microsoft Clustering
3 3 (0.68%) Nagios
4 2 (0.45%) Grafana
5 1 (0.23%) Active Directory Federation Services
5 1 (0.23%) Automic
5 1 (0.23%) Docker Swarm
5 1 (0.23%) Microsoft Data Protection Manager
5 1 (0.23%) SCOrch
Vendors
1 225 (50.90%) Microsoft
2 75 (16.97%) Databricks
3 31 (7.01%) Alteryx
4 29 (6.56%) Oracle
5 27 (6.11%) IBM
6 23 (5.20%) Google
7 18 (4.07%) VMware
8 13 (2.94%) GoldenSource
9 9 (2.04%) Salesforce.com
10 8 (1.81%) RedGate
10 8 (1.81%) Teradata
11 5 (1.13%) Netezza
12 4 (0.90%) AppDynamics
12 4 (0.90%) Cognos
12 4 (0.90%) HP
12 4 (0.90%) Informatica
12 4 (0.90%) Intapp
12 4 (0.90%) ServiceNow
12 4 (0.90%) Splunk
12 4 (0.90%) Sybase