Period
to

The following table provides summary statistics for permanent job vacancies 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 15 August 2022 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK
6 months to
15 Aug 2022
Same period 2021 Same period 2020
Rank 609 390 286
Rank change year-on-year -219 -104 -50
Permanent jobs citing SQL Server Analysis Services 813 912 718
As % of all permanent jobs advertised in the UK 0.49% 0.79% 1.15%
As % of the Database & Business Intelligence category 1.78% 2.83% 4.14%
Number of salaries quoted 647 798 613
10th Percentile £42,500 £36,750 £35,500
25th Percentile £50,000 £41,813 £42,500
Median annual salary (50th Percentile) £55,000 £52,500 £55,000
Median % change year-on-year +4.76% -4.55% -
75th Percentile £68,750 £67,500 £72,500
90th Percentile £82,500 £77,500 £87,500
UK excluding London median annual salary £52,500 £45,000 £47,500
% change year-on-year +16.67% -5.26% +5.56%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 45,596 32,190 17,323
As % of all permanent IT jobs advertised in the UK 27.26% 27.96% 27.85%
Number of salaries quoted 20,682 21,164 14,238
10th Percentile £36,250 £35,000 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +7.53%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £96,250 £92,500 £87,500
UK excluding London median annual salary £52,500 £49,500 £47,500
% change year-on-year +6.06% +4.21% +5.56%

SQL Server Analysis Services
Job Vacancy Trend

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

Job vacancy trend for SQL Server Analysis Services in the UK

SQL Server Analysis Services
Salary Trend

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

Salary trend for SQL Server Analysis Services in the UK

SQL Server Analysis Services
Salary Histogram

Salary distribution for jobs citing SQL Server Analysis Services over the 6 months to 15 August 2022.

Salary histogram for SQL Server Analysis Services in the UK

SQL Server Analysis Services
Top 17 Job Locations

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 UK over the 6 months to 15 August 2022. 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
Jobs
England -161 723 £57,500 +4.55% 89
London -135 419 £62,500 - 35
Work from Home -197 355 £55,000 +10.00% 48
UK excluding London -172 325 £52,500 +16.67% 65
North of England -127 91 £52,500 +16.67% 16
South East -39 72 £55,000 +4.76% 6
Midlands -83 60 £53,250 +18.33% 18
North West -80 54 £50,000 +5.26% 8
East of England -53 36 £57,500 +4.55% 7
West Midlands -95 36 £54,500 +21.11% 7
South West -31 32 £40,000 -4.76% 6
Yorkshire -64 32 £55,000 +18.28% 4
Wales +2 25 £50,000 +11.11% 3
East Midlands -12 24 £52,500 +30.43% 11
Scotland -77 12 £53,000 +18.44% 9
North East -22 5 £45,000 +20.00% 5
Northern Ireland -13 2 - -

For the 6 months to 15 August 2022, 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 with a requirement for SQL Server Analysis Services.

1 729 (89.67%) SQL
2 673 (82.78%) SQL Server Integration Services
3 614 (75.52%) SQL Server Reporting Services
4 597 (73.43%) Business Intelligence
5 593 (72.94%) SQL Server
6 526 (64.70%) Azure
7 423 (52.03%) Power Platform
8 419 (51.54%) T-SQL
9 417 (51.29%) Data Warehouse
10 408 (50.18%) Power BI
11 388 (47.72%) Microsoft
12 359 (44.16%) ETL
13 244 (30.01%) Agile
14 242 (29.77%) Finance
15 241 (29.64%) Social Skills
16 227 (27.92%) Analytics
17 215 (26.45%) Data Modelling
18 202 (24.85%) Azure Data Factory
19 197 (24.23%) Microsoft Analysis Services
20 179 (22.02%) Python
21 159 (19.56%) DevOps
22 157 (19.31%) Visualisation
23 156 (19.19%) Data Lake
24 138 (16.97%) Analytical Skills
25 127 (15.62%) AWS
26 124 (15.25%) Problem-Solving
27 116 (14.27%) Azure SQL Database
27 116 (14.27%) Windows
28 115 (14.15%) PowerShell
28 115 (14.15%) Degree

SQL Server Analysis Services
Co-occurring IT Skills 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 53 (6.52%) SharePoint
2 27 (3.32%) IIS
3 26 (3.20%) Apache Airflow
4 25 (3.08%) Apache Spark
5 23 (2.83%) Confluence
6 18 (2.21%) Tomcat
7 16 (1.97%) Apache
8 15 (1.85%) SAS
9 9 (1.11%) BizTalk Server
Applications
1 80 (9.84%) Microsoft Excel
2 30 (3.69%) Microsoft Office
3 3 (0.37%) Microsoft Project
Business Applications
1 16 (1.97%) Dynamics CRM
2 12 (1.48%) IBM Planning Analytics
3 7 (0.86%) Dynamics AX
4 5 (0.62%) NetSuite
5 4 (0.49%) Dynamics NAV
6 3 (0.37%) Cognos Business Intelligence
7 2 (0.25%) Infor M3
7 2 (0.25%) SAP S/4HANA
8 1 (0.12%) Alphatax
8 1 (0.12%) Dynamics GP
8 1 (0.12%) Elite 3E
8 1 (0.12%) Markit EDM
8 1 (0.12%) PlanetPress Connect
8 1 (0.12%) Remedy ITSM
8 1 (0.12%) SAP BPC
8 1 (0.12%) SAP ERP
Cloud Services
1 526 (64.70%) Azure
2 423 (52.03%) Power Platform
3 202 (24.85%) Azure Data Factory
4 127 (15.62%) AWS
5 110 (13.53%) Azure DevOps
6 78 (9.59%) Azure Synapse Analytics
7 49 (6.03%) Dynamics 365
8 48 (5.90%) Snowflake
9 36 (4.43%) GCP
10 35 (4.31%) PowerApps
11 33 (4.06%) Azure Cosmos DB
12 32 (3.94%) Microsoft 365
13 31 (3.81%) PaaS
14 25 (3.08%) Power Automate
15 23 (2.83%) SaaS
16 16 (1.97%) Cloud Composer
16 16 (1.97%) Google Data Studio
16 16 (1.97%) Matillion
17 9 (1.11%) Collibra
17 9 (1.11%) dbt
Communications & Networking
1 12 (1.48%) DNS
2 3 (0.37%) Firewall
3 2 (0.25%) DHCP
3 2 (0.25%) Kerberos
3 2 (0.25%) SAN
4 1 (0.12%) Internet
4 1 (0.12%) Remote Desktop
Database & Business Intelligence
1 673 (82.78%) SQL Server Integration Services
2 614 (75.52%) SQL Server Reporting Services
3 593 (72.94%) SQL Server
4 417 (51.29%) Data Warehouse
5 408 (50.18%) Power BI
6 197 (24.23%) Microsoft Analysis Services
7 156 (19.19%) Data Lake
8 116 (14.27%) Azure SQL Database
9 98 (12.05%) Relational Database
10 77 (9.47%) Tableau
11 67 (8.24%) Big Data
12 66 (8.12%) OLAP
13 51 (6.27%) QlikView
14 50 (6.15%) MySQL
15 42 (5.17%) PostgreSQL
16 41 (5.04%) Metadata
17 38 (4.67%) Azure SQL Data Warehouse
18 36 (4.43%) Oracle Database
19 34 (4.18%) Oracle Reports
20 33 (4.06%) RDBMS
Development Applications
1 65 (8.00%) Git (software)
2 54 (6.64%) SQL Server Management Studio (SSMS)
3 50 (6.15%) JIRA
4 39 (4.80%) Visual Studio
5 20 (2.46%) Team Foundation Server
6 14 (1.72%) Atlassian Bamboo
7 11 (1.35%) Octopus Deploy
8 8 (0.98%) Jenkins
8 8 (0.98%) Mercurial
9 3 (0.37%) Bitbucket
9 3 (0.37%) Oracle Forms
10 2 (0.25%) TeamCity
11 1 (0.12%) ER Studio
11 1 (0.12%) ERwin
11 1 (0.12%) Maven
11 1 (0.12%) Selenium
General
1 242 (29.77%) Finance
2 241 (29.64%) Social Skills
3 138 (16.97%) Analytical Skills
4 37 (4.55%) Retail
5 34 (4.18%) Public Sector
6 33 (4.06%) Banking
7 32 (3.94%) Law
8 29 (3.57%) Legal
9 27 (3.32%) Manufacturing
10 26 (3.20%) Marketing
11 25 (3.08%) Inclusion and Diversity
11 25 (3.08%) Organisational Skills
12 23 (2.83%) Advertising
13 20 (2.46%) Telecoms
14 19 (2.34%) Electronics
15 11 (1.35%) Presentation Skills
16 9 (1.11%) Influencing Skills
17 7 (0.86%) Documentation Skills
17 7 (0.86%) Games
18 6 (0.74%) Investment Banking
Job Titles
1 354 (43.54%) Developer
2 222 (27.31%) Business Intelligence Developer
3 149 (18.33%) Data Engineer
4 110 (13.53%) SQL Developer
5 105 (12.92%) DBA
6 81 (9.96%) Analyst
7 70 (8.61%) SQL DBA
8 48 (5.90%) Senior Developer
9 44 (5.41%) Senior Data Engineer
10 41 (5.04%) SQL BI Developer
11 40 (4.92%) Administrator
11 40 (4.92%) Business Developer
12 38 (4.67%) Business Intelligence Analyst
13 37 (4.55%) SSAS Developer
14 36 (4.43%) Azure Engineer
14 36 (4.43%) SSRS Developer
15 35 (4.31%) Azure Data Engineer
16 34 (4.18%) Data Warehouse Developer
17 33 (4.06%) SQL Server Developer
18 32 (3.94%) Power BI Developer
Libraries, Frameworks & Software Standards
1 91 (11.19%) .NET
2 37 (4.55%) MDX
3 32 (3.94%) Web Services
4 28 (3.44%) XML
5 20 (2.46%) ASP.NET Web API
6 19 (2.34%) Kafka
7 14 (1.72%) PySpark
8 12 (1.48%) ASP.NET
9 11 (1.35%) .NET Core
10 8 (0.98%) HTML
11 7 (0.86%) .NET Framework
11 7 (0.86%) REST
12 6 (0.74%) HTML5
12 6 (0.74%) Velocity
13 5 (0.62%) JSON
13 5 (0.62%) ODBC
13 5 (0.62%) SOAP
14 4 (0.49%) AngularJS
14 4 (0.49%) EDI
14 4 (0.49%) LINQ
Miscellaneous
1 54 (6.64%) Replication
2 51 (6.27%) Self-Motivation
3 34 (4.18%) Clustering
4 27 (3.32%) Management Information System
5 21 (2.58%) Data Structures
6 19 (2.34%) Data Protection Act
7 18 (2.21%) Greenfield Project
8 17 (2.09%) Cloud Native
9 15 (1.85%) SWIFT
10 11 (1.35%) Low-Code
10 11 (1.35%) Renewable Energy
11 9 (1.11%) Credit Risk
12 8 (0.98%) NHS
13 7 (0.86%) Algorithms
13 7 (0.86%) User Experience
14 6 (0.74%) Digital Media
14 6 (0.74%) Enterprise Software
14 6 (0.74%) Legacy Systems
15 5 (0.62%) Contactless
16 4 (0.49%) Reinsurance
Operating Systems
1 116 (14.27%) Windows
2 33 (4.06%) Windows Server
3 29 (3.57%) Linux
4 15 (1.85%) Unix
5 5 (0.62%) Android
6 4 (0.49%) Windows Server 2012
6 4 (0.49%) Windows Server 2019
7 2 (0.25%) Windows Server 2016
8 1 (0.12%) Windows Server 2008
Processes & Methodologies
1 597 (73.43%) Business Intelligence
2 359 (44.16%) ETL
3 244 (30.01%) Agile
4 227 (27.92%) Analytics
5 215 (26.45%) Data Modelling
6 159 (19.56%) DevOps
7 157 (19.31%) Visualisation
8 124 (15.25%) Problem-Solving
9 104 (12.79%) Performance Tuning
10 98 (12.05%) Migration
11 87 (10.70%) Data Analytics
12 83 (10.21%) CI/CD
13 73 (8.98%) Data Engineering
14 72 (8.86%) Kimball Methodology
15 67 (8.24%) Data Governance
16 65 (8.00%) Data Architecture
17 64 (7.87%) Data Analysis
17 64 (7.87%) Data Visualisation
18 61 (7.50%) Dimensional Modelling
19 60 (7.38%) Computer Science
Programming Languages
1 729 (89.67%) SQL
2 419 (51.54%) T-SQL
3 179 (22.02%) Python
4 115 (14.15%) PowerShell
5 85 (10.46%) Data Analysis Expressions (DAX)
6 72 (8.86%) C#
7 27 (3.32%) Java
8 26 (3.20%) PL/SQL
9 20 (2.46%) R
10 19 (2.34%) VBA
11 18 (2.21%) Bash
12 17 (2.09%) Scala
13 16 (1.97%) Go
14 15 (1.85%) Shell Script
15 12 (1.48%) JavaScript
16 7 (0.86%) U-SQL
17 5 (0.62%) C
18 4 (0.49%) C++
19 2 (0.25%) MATLAB
19 2 (0.25%) VB.NET
Qualifications
1 115 (14.15%) Degree
2 32 (3.94%) Microsoft Certification
3 21 (2.58%) Computer Science Degree
4 16 (1.97%) MCSE
5 15 (1.85%) MCSA
6 12 (1.48%) Security Cleared
7 11 (1.35%) SC Cleared
8 9 (1.11%) HND
9 8 (0.98%) HNC
9 8 (0.98%) Numerate Degree
10 5 (0.62%) PRINCE2 Certification
11 2 (0.25%) MBA
12 1 (0.12%) BPSS Clearance
12 1 (0.12%) DBS Check
12 1 (0.12%) DV Cleared
12 1 (0.12%) MCP
Quality Assurance & Compliance
1 84 (10.33%) Data Quality
2 43 (5.29%) GDPR
3 23 (2.83%) SLA
4 17 (2.09%) QA
5 16 (1.97%) ISO/IEC 27001
6 7 (0.86%) ISO/IEC 20000
7 3 (0.37%) GRC
8 2 (0.25%) GLP
8 2 (0.25%) MiFID
9 1 (0.12%) COBIT
9 1 (0.12%) GxP
9 1 (0.12%) PCI DSS
System Software
1 41 (5.04%) Active Directory
2 17 (2.09%) VMware Infrastructure
3 9 (1.11%) Hyper-V
4 8 (0.98%) Docker
5 7 (0.86%) Citrix Hypervisor
6 3 (0.37%) vSphere
7 2 (0.25%) Virtual Machines
7 2 (0.25%) VMware Workstation
8 1 (0.12%) Oracle RAC
Systems Management
1 42 (5.17%) Terraform
2 26 (3.20%) Failover Clustering
3 19 (2.34%) Kubernetes
4 12 (1.48%) Oracle RMAN
5 7 (0.86%) Control-M
6 5 (0.62%) Microsoft Clustering
7 4 (0.49%) Rancher
8 3 (0.37%) LiteSpeed
8 3 (0.37%) NetVault Backup
8 3 (0.37%) Single Sign-On
9 2 (0.25%) Active Directory Federation Services
9 2 (0.25%) NetCrunch
9 2 (0.25%) WSUS
10 1 (0.12%) Grafana
10 1 (0.12%) Microsoft Data Protection Manager
10 1 (0.12%) SCOM
10 1 (0.12%) SQL Sentry
Vendors
1 388 (47.72%) Microsoft
2 95 (11.69%) Oracle
3 92 (11.32%) Databricks
4 30 (3.69%) Informatica
4 30 (3.69%) SAP
5 28 (3.44%) Google
6 24 (2.95%) ServiceNow
7 23 (2.83%) VMware
8 21 (2.58%) IBM
8 21 (2.58%) Talend
8 21 (2.58%) Teradata
9 19 (2.34%) QAD
10 17 (2.09%) Cognos
11 16 (1.97%) RedGate
12 10 (1.23%) DocuSign
13 7 (0.86%) Sybase
14 6 (0.74%) Civica
14 6 (0.74%) Salesforce.com
14 6 (0.74%) SolarWinds
15 5 (0.62%) Citrix