Period
to 31 October 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 31 October 2020 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
31 Oct 2020
Same period 2019 Same period 2018
Rank 333 240 228
Rank change year-on-year -93 -12 +17
Permanent jobs citing SQL Server Analysis Services 413 1,765 2,337
As % of all permanent jobs advertised in England 0.91% 1.40% 1.53%
As % of the Database & Business Intelligence category 3.17% 5.14% 5.17%
Number of salaries quoted 360 1,649 2,208
Median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% +3.09%
10th Percentile £32,775 £36,250 £32,500
90th Percentile £83,875 £80,000 £72,500
UK median annual salary £50,000 £54,750 £50,000
% change year-on-year -8.68% +9.50% +5.26%

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 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 13,010 34,327 45,198
As % of all permanent IT jobs advertised in England 28.51% 27.17% 29.54%
Number of salaries quoted 11,033 28,631 37,024
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £34,250 £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%

SQL Server Analysis Services
Job Vacancy Trend in England

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

Job vacancy trend for SQL Server Analysis Services in England

SQL Server Analysis Services
Salary Trend in England

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

Salary trend for SQL Server Analysis Services in England

SQL Server Analysis Services
Salary Histogram in England

Salary distribution for jobs citing SQL Server Analysis Services in England over the 6 months to 31 October 2020.

Salary histogram for SQL Server Analysis Services in England

SQL Server 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 SQL Server Analysis Services within the England region over the 6 months to 31 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 -98 189 £67,500 +8.00% 14
North of England +45 88 £45,000 +12.50% 43
Midlands +4 62 £47,250 +5.00% 10
West Midlands +16 45 £50,000 +6.12% 6
Yorkshire +72 41 £50,000 +25.00% 7
North West +28 39 £42,500 +4.94% 34
South East +99 35 £47,500 -5.00% 6
South West +97 24 £43,000 -4.44% 4
East Midlands +38 17 £32,500 -27.37% 4
East of England +96 16 £48,250 +1.58% 3
North East +24 8 £37,500 - 2
SQL Server Analysis Services
UK

For the 6 months to 31 October 2020, 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 England region with a requirement for SQL Server Analysis Services.

1 344 (83.29%) SQL Server Integration Services
2 329 (79.66%) SQL
3 317 (76.76%) Business Intelligence
4 305 (73.85%) SQL Server Reporting Services
5 289 (69.98%) SQL Server
6 256 (61.99%) Power Platform
7 255 (61.74%) Power BI
8 241 (58.35%) Data Warehouse
9 222 (53.75%) Microsoft
10 201 (48.67%) Azure
11 166 (40.19%) ETL
12 144 (34.87%) T-SQL
13 122 (29.54%) Finance
14 119 (28.81%) Data Modelling
15 117 (28.33%) Analytics
16 109 (26.39%) Agile Software Development
17 101 (24.46%) Visualisation
18 73 (17.68%) Microsoft Analysis Services
18 73 (17.68%) Python
19 71 (17.19%) Data Lake
20 68 (16.46%) Data Visualisation
21 67 (16.22%) Azure SQL Database
22 62 (15.01%) Azure Data Factory
23 56 (13.56%) Performance Tuning
24 55 (13.32%) Data Analytics
25 54 (13.08%) Data Analysis Expressions (DAX)
26 52 (12.59%) C#
26 52 (12.59%) Tableau
27 51 (12.35%) Microsoft Excel
28 50 (12.11%) DevOps

SQL Server 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 (3.15%) SharePoint
2 7 (1.69%) Apache Airflow
2 7 (1.69%) SAS
3 5 (1.21%) CMS
3 5 (1.21%) EPiServer
4 4 (0.97%) Drupal
4 4 (0.97%) Elasticsearch
4 4 (0.97%) IIS
4 4 (0.97%) nginx
5 3 (0.73%) Apache
5 3 (0.73%) Confluence
6 2 (0.48%) Apache Spark
6 2 (0.48%) Oracle SOA Suite
7 1 (0.24%) Apache Pig
7 1 (0.24%) Apache Synapse
7 1 (0.24%) BizTalk Server
7 1 (0.24%) Jupyter
7 1 (0.24%) WebSphere
Applications
1 51 (12.35%) Microsoft Excel
2 8 (1.94%) MS Visio
3 7 (1.69%) Microsoft Office
4 2 (0.48%) Spreadsheet
Business Applications
1 3 (0.73%) Dynamics AX
1 3 (0.73%) Dynamics NAV
2 2 (0.48%) Line 500
3 1 (0.24%) Dynamics CRM
3 1 (0.24%) NetSuite
3 1 (0.24%) Salesforce.com CRM
Cloud Services
1 256 (61.99%) Power Platform
2 201 (48.67%) Azure
3 62 (15.01%) Azure Data Factory
4 30 (7.26%) AWS
5 19 (4.60%) PaaS
6 18 (4.36%) SaaS
7 13 (3.15%) Dynamics 365
7 13 (3.15%) GCP
8 10 (2.42%) Azure Machine Learning
8 10 (2.42%) PowerApps
9 9 (2.18%) IaaS
10 8 (1.94%) Data Lake Analytics
11 5 (1.21%) Serverless
12 3 (0.73%) Azure Functions
12 3 (0.73%) Google Analytics
12 3 (0.73%) Logic Apps
13 2 (0.48%) Azure Stack
13 2 (0.48%) Google Tag Manager
14 1 (0.24%) Amazon Kinesis
14 1 (0.24%) Azure Active Directory
Communications & Networking
1 1 (0.24%) AMQP
1 1 (0.24%) SAN
1 1 (0.24%) TCP/IP
1 1 (0.24%) WAN
Database & Business Intelligence
1 344 (83.29%) SQL Server Integration Services
2 305 (73.85%) SQL Server Reporting Services
3 289 (69.98%) SQL Server
4 255 (61.74%) Power BI
5 241 (58.35%) Data Warehouse
6 73 (17.68%) Microsoft Analysis Services
7 71 (17.19%) Data Lake
8 67 (16.22%) Azure SQL Database
9 52 (12.59%) Tableau
10 50 (12.11%) Azure SQL Data Warehouse
11 43 (10.41%) OLAP
12 29 (7.02%) OLTP
13 28 (6.78%) Big Data
14 27 (6.54%) QlikView
15 22 (5.33%) OLAP Cube
16 18 (4.36%) Relational Database
17 14 (3.39%) SQL Server 2016
18 13 (3.15%) Biml
18 13 (3.15%) Enterprise Data Warehouse
18 13 (3.15%) SQL Server 2012
Development Applications
1 27 (6.54%) Git (software)
2 26 (6.30%) Visual Studio
3 9 (2.18%) JIRA
4 7 (1.69%) Team Foundation Server
5 6 (1.45%) TeamCity
6 4 (0.97%) Eclipse
6 4 (0.97%) ER Studio
6 4 (0.97%) ERwin
6 4 (0.97%) Oracle Forms
6 4 (0.97%) SQL Server Management Studio (SSMS)
7 3 (0.73%) Cucumber
7 3 (0.73%) GitLab
7 3 (0.73%) PyCharm
7 3 (0.73%) Selenium
7 3 (0.73%) SpecFlow
8 2 (0.48%) GDB
8 2 (0.48%) Jenkins
8 2 (0.48%) PowerDesigner
8 2 (0.48%) Sourcetree
8 2 (0.48%) Subversion
General
1 122 (29.54%) Finance
2 24 (5.81%) Law
3 13 (3.15%) Retail
4 10 (2.42%) Back Office
4 10 (2.42%) Banking
5 8 (1.94%) Public Sector
6 6 (1.45%) Manufacturing
6 6 (1.45%) Marketing
7 4 (0.97%) Front Office
7 4 (0.97%) Pharmaceutical
8 3 (0.73%) Local Government
9 2 (0.48%) Advertising
9 2 (0.48%) Financial Institution
9 2 (0.48%) Legal
10 1 (0.24%) General Ledger
10 1 (0.24%) iGaming
10 1 (0.24%) Online Betting
10 1 (0.24%) Police
Job Titles
1 239 (57.87%) Developer
2 161 (38.98%) Business Intelligence Developer
3 74 (17.92%) SQL Developer
4 54 (13.08%) Analyst
5 43 (10.41%) Senior Developer
6 42 (10.17%) Data Engineer
6 42 (10.17%) SQL BI Developer
7 40 (9.69%) Senior Business Intelligence Developer
8 39 (9.44%) Data Warehouse Developer
8 39 (9.44%) SQL Server Developer
9 34 (8.23%) Business Developer
10 33 (7.99%) Azure Developer
11 31 (7.51%) Microsoft BI Developer
12 30 (7.26%) DBA
12 30 (7.26%) SQL DBA
12 30 (7.26%) SSIS Developer
13 25 (6.05%) ETL Developer
13 25 (6.05%) SQL Server BI Developer
14 24 (5.81%) Power BI Developer
15 23 (5.57%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 47 (11.38%) .NET
2 44 (10.65%) MDX
3 30 (7.26%) REST
4 27 (6.54%) CSS
4 27 (6.54%) HTML
5 25 (6.05%) SOAP
6 24 (5.81%) ASP.NET
6 24 (5.81%) XML
7 16 (3.87%) HTML5
7 16 (3.87%) JSON
8 13 (3.15%) AngularJS
8 13 (3.15%) ASP.NET Web API
9 11 (2.66%) Web Services
10 9 (2.18%) CSS3
11 8 (1.94%) .NET Core
11 8 (1.94%) .NET Framework
11 8 (1.94%) Entity Framework
12 7 (1.69%) Twitter Bootstrap
13 6 (1.45%) React
14 5 (1.21%) ASP.NET Web Forms
Miscellaneous
1 48 (11.62%) Analytical Skills
2 27 (6.54%) Data Structures
3 25 (6.05%) Management Information System
4 22 (5.33%) Greenfield Project
5 17 (4.12%) Clustering
6 15 (3.63%) Replication
7 12 (2.91%) Hedge funds
8 9 (2.18%) Reinsurance
9 8 (1.94%) Mobile App
10 6 (1.45%) Algorithms
10 6 (1.45%) Self-Motivation
11 5 (1.21%) Equities
12 4 (0.97%) Client/Server
12 4 (0.97%) Cloud Native
12 4 (0.97%) Derivative
12 4 (0.97%) Fixed Income
12 4 (0.97%) Foreign Exchange (FX)
12 4 (0.97%) Interest Rate Derivative
12 4 (0.97%) User Experience
13 2 (0.48%) Credit Risk
Operating Systems
1 14 (3.39%) Windows
2 7 (1.69%) Linux
3 6 (1.45%) Unix
4 3 (0.73%) Windows Server
5 1 (0.24%) Red Hat Enterprise Linux
5 1 (0.24%) Windows Server 2008
5 1 (0.24%) Windows Server 2016
5 1 (0.24%) Windows Server 2019
Processes & Methodologies
1 317 (76.76%) Business Intelligence
2 166 (40.19%) ETL
3 119 (28.81%) Data Modelling
4 117 (28.33%) Analytics
5 109 (26.39%) Agile Software Development
6 101 (24.46%) Visualisation
7 68 (16.46%) Data Visualisation
8 56 (13.56%) Performance Tuning
9 55 (13.32%) Data Analytics
10 50 (12.11%) DevOps
11 47 (11.38%) Problem-Solving
12 36 (8.72%) Data Analysis
12 36 (8.72%) Dimensional Modelling
13 33 (7.99%) Stakeholder Management
14 32 (7.75%) Kimball Methodology
15 31 (7.51%) Data Management
16 30 (7.26%) Dashboard Development
17 29 (7.02%) Scrum
18 26 (6.30%) Continuous Improvement
19 25 (6.05%) TDD
Programming Languages
1 329 (79.66%) SQL
2 144 (34.87%) T-SQL
3 73 (17.68%) Python
4 54 (13.08%) Data Analysis Expressions (DAX)
5 52 (12.59%) C#
6 27 (6.54%) JavaScript
7 26 (6.30%) PowerShell
7 26 (6.30%) R
8 24 (5.81%) PL/SQL
9 18 (4.36%) Java
10 10 (2.42%) VB.NET
11 8 (1.94%) U-SQL
12 3 (0.73%) C++
12 3 (0.73%) VBA
13 2 (0.48%) Scala
14 1 (0.24%) ANSI SQL
14 1 (0.24%) TypeScript
14 1 (0.24%) X++
Qualifications
1 14 (3.39%) Degree
2 10 (2.42%) Microsoft Certification
3 8 (1.94%) Computer Science Degree
4 2 (0.48%) MCITP
4 2 (0.48%) MCSA
5 1 (0.24%) PMI Certification
5 1 (0.24%) SC Cleared
5 1 (0.24%) Security Cleared
Quality Assurance & Compliance
1 33 (7.99%) Data Quality
2 7 (1.69%) SLA
3 6 (1.45%) QA
4 3 (0.73%) EMIR
4 3 (0.73%) GDPR
4 3 (0.73%) MiFID
4 3 (0.73%) UCITS
5 2 (0.48%) PMO
System Software
1 5 (1.21%) Active Directory
2 3 (0.73%) VMware Infrastructure
3 2 (0.48%) Docker
4 1 (0.24%) Hyper-V
4 1 (0.24%) KVM
4 1 (0.24%) Oracle RAC
4 1 (0.24%) Virtual Servers
Systems Management
1 5 (1.21%) Microsoft Clustering
2 4 (0.97%) HAProxy
3 1 (0.24%) Ansible
3 1 (0.24%) Control-M
3 1 (0.24%) Enterprise Manager Cloud Control
3 1 (0.24%) Kubernetes
3 1 (0.24%) Opscode Chef
3 1 (0.24%) Oracle RMAN
3 1 (0.24%) Puppet
3 1 (0.24%) SCOM
3 1 (0.24%) Simpana
3 1 (0.24%) Terraform
Vendors
1 222 (53.75%) Microsoft
2 40 (9.69%) Databricks
3 38 (9.20%) Oracle
4 18 (4.36%) Google
5 15 (3.63%) IBM
6 10 (2.42%) Cognos
7 9 (2.18%) SAP
8 8 (1.94%) Teradata
9 7 (1.69%) VMware
10 6 (1.45%) Hortonworks
11 5 (1.21%) Informatica
11 5 (1.21%) RedGate
11 5 (1.21%) Sun
12 4 (0.97%) Salesforce.com
13 3 (0.73%) Alteryx
13 3 (0.73%) Facebook
13 3 (0.73%) SolarWinds
13 3 (0.73%) TIBCO
14 2 (0.48%) Netezza
14 2 (0.48%) Sage