Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 27 June 2022 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
27 Jun 2022		 Same period 2021 Same period 2020
Rank 583 362 264
Rank change year-on-year -221 -98 -32
Permanent jobs citing SQL Server Analysis Services 721 797 894
As % of all permanent jobs advertised in England 0.49% 0.85% 1.22%
As % of the Database & Business Intelligence category 1.78% 3.08% 4.50%
Number of salaries quoted 585 681 792
10th Percentile £41,500 £36,250 £37,025
25th Percentile £49,743 £42,500 £43,500
Median annual salary (50th Percentile) £57,500 £52,500 £56,250
Median % change year-on-year +9.52% -6.67% +5.14%
75th Percentile £71,000 £65,000 £75,000
90th Percentile £83,750 £77,500 £95,000
UK median annual salary £55,000 £51,500 £55,000
% change year-on-year +6.80% -6.36% +4.76%

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 40,432 25,916 19,872
As % of all permanent IT jobs advertised in England 27.28% 27.73% 27.22%
Number of salaries quoted 18,985 18,171 16,464
10th Percentile £36,250 £34,250 £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% - +4.76%
75th Percentile £80,000 £75,000 £73,250
90th Percentile £96,250 £90,000 £90,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

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 27 June 2022.

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 27 June 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
London -185 412 £62,500 +3.20% 38
North of England -160 91 £50,000 +11.11% 18
Midlands -94 73 £55,000 +28.65% 17
South East -72 69 £55,000 +10.00% 23
North West -96 50 £47,500 -5.00% 9
West Midlands -85 44 £54,500 +21.11% 10
South West -37 37 £39,000 -13.33% 8
East of England -63 36 £57,500 +4.55% 18
Yorkshire -106 35 £56,750 +33.53% 6
East Midlands -27 29 £60,000 +46.79% 7
North East -28 6 £41,000 +12.33% 3
SQL Server Analysis Services
UK

For the 6 months to 27 June 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 across the England region with a requirement for SQL Server Analysis Services.

1 649 (90.01%) SQL
2 624 (86.55%) SQL Server Integration Services
3 549 (76.14%) SQL Server Reporting Services
4 541 (75.03%) Business Intelligence
5 508 (70.46%) SQL Server
6 427 (59.22%) Azure
7 381 (52.84%) Data Warehouse
8 371 (51.46%) Microsoft
9 356 (49.38%) Power Platform
10 341 (47.30%) Power BI
10 341 (47.30%) T-SQL
11 330 (45.77%) ETL
12 228 (31.62%) Analytics
13 223 (30.93%) Finance
14 215 (29.82%) Data Modelling
15 204 (28.29%) Social Skills
16 200 (27.74%) Agile
17 168 (23.30%) Python
18 139 (19.28%) Visualisation
19 137 (19.00%) Microsoft Analysis Services
19 137 (19.00%) Azure Data Factory
20 134 (18.59%) Data Lake
21 122 (16.92%) AWS
22 121 (16.78%) Windows
23 116 (16.09%) PowerShell
24 106 (14.70%) Migration
25 104 (14.42%) DevOps
26 101 (14.01%) Analytical Skills
27 98 (13.59%) Oracle
28 95 (13.18%) Microsoft Excel

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 51 (7.07%) SharePoint
2 29 (4.02%) IIS
3 24 (3.33%) Apache Airflow
4 22 (3.05%) Apache Spark
4 22 (3.05%) Tomcat
5 20 (2.77%) Apache
6 16 (2.22%) Confluence
7 15 (2.08%) SAS
8 5 (0.69%) BizTalk Server
9 4 (0.55%) Oracle SOA Suite
10 1 (0.14%) SharePoint 2010
Applications
1 95 (13.18%) Microsoft Excel
2 24 (3.33%) Microsoft Office
3 2 (0.28%) FileZilla
3 2 (0.28%) MS Visio
4 1 (0.14%) Microsoft PowerPoint
4 1 (0.14%) SPSS
Business Applications
1 33 (4.58%) Dynamics CRM
2 11 (1.53%) IBM Planning Analytics
3 8 (1.11%) Dynamics NAV
4 3 (0.42%) NetSuite
5 2 (0.28%) Cognos Business Intelligence
5 2 (0.28%) Dynamics AX
5 2 (0.28%) SAP S/4HANA
6 1 (0.14%) Elite 3E
6 1 (0.14%) Infor M3
6 1 (0.14%) JDE EnterpriseOne
6 1 (0.14%) Markit EDM
6 1 (0.14%) PlanetPress Connect
6 1 (0.14%) Remedy ITSM
6 1 (0.14%) SAP ERP
6 1 (0.14%) Unit4 Business World
Cloud Services
1 427 (59.22%) Azure
2 356 (49.38%) Power Platform
3 137 (19.00%) Azure Data Factory
4 122 (16.92%) AWS
5 73 (10.12%) Azure DevOps
6 70 (9.71%) Dynamics 365
7 62 (8.60%) Azure Synapse Analytics
8 35 (4.85%) Snowflake
9 34 (4.72%) GCP
9 34 (4.72%) PaaS
10 28 (3.88%) Azure Cosmos DB
11 22 (3.05%) Microsoft 365
12 21 (2.91%) Power Automate
12 21 (2.91%) PowerApps
13 14 (1.94%) Cloud Composer
13 14 (1.94%) Google Data Studio
13 14 (1.94%) Matillion
13 14 (1.94%) SaaS
14 12 (1.66%) GitHub
15 10 (1.39%) Slack
Communications & Networking
1 9 (1.25%) DNS
2 2 (0.28%) DHCP
2 2 (0.28%) Firewall
2 2 (0.28%) FTP
2 2 (0.28%) SAN
3 1 (0.14%) Internet
3 1 (0.14%) Kerberos
3 1 (0.14%) Remote Desktop
Database & Business Intelligence
1 624 (86.55%) SQL Server Integration Services
2 549 (76.14%) SQL Server Reporting Services
3 508 (70.46%) SQL Server
4 381 (52.84%) Data Warehouse
5 341 (47.30%) Power BI
6 137 (19.00%) Microsoft Analysis Services
7 134 (18.59%) Data Lake
8 91 (12.62%) Relational Database
9 78 (10.82%) Azure SQL Database
10 74 (10.26%) Big Data
11 66 (9.15%) Tableau
12 65 (9.02%) OLAP
13 53 (7.35%) MySQL
14 45 (6.24%) PostgreSQL
14 45 (6.24%) QlikView
15 35 (4.85%) Azure SQL Data Warehouse
15 35 (4.85%) DTS
16 34 (4.72%) Oracle Reports
17 31 (4.30%) Crystal Reports
17 31 (4.30%) NoSQL
Development Applications
1 64 (8.88%) Git (software)
2 57 (7.91%) JIRA
3 49 (6.80%) SQL Server Management Studio (SSMS)
4 33 (4.58%) Visual Studio
5 17 (2.36%) Atlassian Bamboo
6 13 (1.80%) Jenkins
6 13 (1.80%) Team Foundation Server
7 10 (1.39%) Octopus Deploy
8 8 (1.11%) Mercurial
9 3 (0.42%) Subversion
10 2 (0.28%) Bitbucket
10 2 (0.28%) Oracle Forms
11 1 (0.14%) Maven
11 1 (0.14%) Selenium
11 1 (0.14%) Sourcetree
General
1 223 (30.93%) Finance
2 204 (28.29%) Social Skills
3 101 (14.01%) Analytical Skills
4 52 (7.21%) Banking
5 33 (4.58%) Retail
6 30 (4.16%) Public Sector
7 24 (3.33%) Law
8 21 (2.91%) Manufacturing
9 17 (2.36%) Marketing
9 17 (2.36%) Organisational Skills
10 16 (2.22%) Telecoms
11 14 (1.94%) Electronics
12 13 (1.80%) Legal
13 11 (1.53%) Investment Banking
13 11 (1.53%) Presentation Skills
14 9 (1.25%) Games
15 8 (1.11%) Inclusion and Diversity
16 7 (0.97%) Influencing Skills
17 5 (0.69%) Documentation Skills
18 3 (0.42%) Local Government
Job Titles
1 305 (42.30%) Developer
2 196 (27.18%) Business Intelligence Developer
3 136 (18.86%) Data Engineer
4 107 (14.84%) SQL Developer
5 96 (13.31%) DBA
6 76 (10.54%) Analyst
7 64 (8.88%) SQL DBA
8 47 (6.52%) Administrator
8 47 (6.52%) SQL BI Developer
9 40 (5.55%) SSIS Developer
10 39 (5.41%) SSAS Developer
11 37 (5.13%) Senior Data Engineer
12 35 (4.85%) Business Intelligence Analyst
13 34 (4.72%) SQL Server DBA
13 34 (4.72%) SSRS Developer
14 32 (4.44%) Database Engineer
14 32 (4.44%) T-SQL Developer
15 30 (4.16%) Data Warehouse Developer
16 26 (3.61%) Architect
17 25 (3.47%) ETL Developer
Libraries, Frameworks & Software Standards
1 86 (11.93%) .NET
2 41 (5.69%) Web Services
3 39 (5.41%) XML
4 31 (4.30%) MDX
5 25 (3.47%) ASP.NET Web API
6 24 (3.33%) ASP.NET
7 23 (3.19%) Kafka
8 19 (2.64%) .NET Framework
9 15 (2.08%) REST
10 14 (1.94%) PySpark
11 11 (1.53%) SOAP
12 9 (1.25%) Apache Avro
13 8 (1.11%) HTML
14 7 (0.97%) .NET Core
14 7 (0.97%) JSON
15 5 (0.69%) CSS
15 5 (0.69%) ODBC
16 4 (0.55%) AngularJS
16 4 (0.55%) HTML5
17 3 (0.42%) React
Miscellaneous
1 57 (7.91%) Self-Motivation
2 40 (5.55%) Management Information System
3 38 (5.27%) Replication
4 30 (4.16%) Clustering
5 26 (3.61%) Data Protection Act
6 20 (2.77%) SWIFT
7 19 (2.64%) Greenfield Project
8 18 (2.50%) Cloud Native
9 17 (2.36%) Data Structures
10 11 (1.53%) Enterprise Software
10 11 (1.53%) Low-Code
10 11 (1.53%) User Experience
11 10 (1.39%) Credit Risk
11 10 (1.39%) Renewable Energy
12 9 (1.25%) Algorithms
12 9 (1.25%) Legacy Systems
13 7 (0.97%) NHS
13 7 (0.97%) Reinsurance
13 7 (0.97%) Virtual Team
14 4 (0.55%) Digital Media
Operating Systems
1 121 (16.78%) Windows
2 46 (6.38%) Windows Server
3 34 (4.72%) Unix
4 33 (4.58%) Linux
5 3 (0.42%) Android
5 3 (0.42%) Windows Server 2012
5 3 (0.42%) Windows Server 2019
6 2 (0.28%) Windows Server 2016
7 1 (0.14%) Windows Server 2008
Processes & Methodologies
1 541 (75.03%) Business Intelligence
2 330 (45.77%) ETL
3 228 (31.62%) Analytics
4 215 (29.82%) Data Modelling
5 200 (27.74%) Agile
6 139 (19.28%) Visualisation
7 106 (14.70%) Migration
8 104 (14.42%) DevOps
9 95 (13.18%) Data Analytics
10 85 (11.79%) CI/CD
11 78 (10.82%) Problem-Solving
12 76 (10.54%) Performance Tuning
13 73 (10.12%) Data Analysis
14 67 (9.29%) Data Engineering
15 61 (8.46%) Data Architecture
16 59 (8.18%) ERP
17 57 (7.91%) Data Management
18 55 (7.63%) Data Protection
19 53 (7.35%) Data Governance
19 53 (7.35%) Data Visualisation
Programming Languages
1 649 (90.01%) SQL
2 341 (47.30%) T-SQL
3 168 (23.30%) Python
4 116 (16.09%) PowerShell
5 90 (12.48%) C#
6 76 (10.54%) Data Analysis Expressions (DAX)
7 41 (5.69%) Java
8 35 (4.85%) Shell Script
9 29 (4.02%) PL/SQL
10 24 (3.33%) JavaScript
11 21 (2.91%) Scala
12 20 (2.77%) Bash
13 18 (2.50%) VBA
14 15 (2.08%) R
15 14 (1.94%) Go
16 8 (1.11%) C
17 5 (0.69%) C++
17 5 (0.69%) U-SQL
17 5 (0.69%) VB.NET
18 1 (0.14%) TypeScript
Qualifications
1 93 (12.90%) Degree
2 30 (4.16%) Microsoft Certification
3 16 (2.22%) MCSE
3 16 (2.22%) Numerate Degree
4 15 (2.08%) MCSA
5 14 (1.94%) Computer Science Degree
6 12 (1.66%) HND
7 11 (1.53%) HNC
8 6 (0.83%) Security Cleared
9 5 (0.69%) SC Cleared
10 4 (0.55%) ITIL Certification
10 4 (0.55%) Postgraduate
11 3 (0.42%) PRINCE2 Certification
12 2 (0.28%) MCITP
13 1 (0.14%) BPSS Clearance
Quality Assurance & Compliance
1 89 (12.34%) Data Quality
2 49 (6.80%) GDPR
3 18 (2.50%) SLA
4 16 (2.22%) ISO/IEC 27001
5 10 (1.39%) QA
6 3 (0.42%) GRC
6 3 (0.42%) ISO/IEC 20000
6 3 (0.42%) PCI DSS
7 1 (0.14%) COBIT
7 1 (0.14%) Cyber Essentials
7 1 (0.14%) Cyber Essentials PLUS
System Software
1 37 (5.13%) Active Directory
2 16 (2.22%) Docker
3 10 (1.39%) VMware Infrastructure
4 5 (0.69%) Hyper-V
5 3 (0.42%) Citrix Hypervisor
6 2 (0.28%) Virtual Machines
6 2 (0.28%) VMware Workstation
6 2 (0.28%) vSphere
7 1 (0.14%) ISA Server
Systems Management
1 29 (4.02%) Terraform
2 22 (3.05%) Kubernetes
3 21 (2.91%) Failover Clustering
4 8 (1.11%) Rancher
5 7 (0.97%) Oracle RMAN
6 6 (0.83%) Control-M
7 5 (0.69%) Microsoft Clustering
8 3 (0.42%) Single Sign-On
9 2 (0.28%) Active Directory Federation Services
9 2 (0.28%) Ansible
9 2 (0.28%) NetCrunch
9 2 (0.28%) WSUS
10 1 (0.14%) Grafana
10 1 (0.14%) Microsoft Data Protection Manager
10 1 (0.14%) SQL Sentry
Vendors
1 371 (51.46%) Microsoft
2 98 (13.59%) Oracle
3 69 (9.57%) Databricks
4 32 (4.44%) Google
5 27 (3.74%) Informatica
6 23 (3.19%) SAP
7 20 (2.77%) Teradata
8 16 (2.22%) Talend
9 15 (2.08%) IBM
9 15 (2.08%) QAD
9 15 (2.08%) VMware
10 13 (1.80%) DocuSign
11 12 (1.66%) Cognos
12 8 (1.11%) Civica
13 6 (0.83%) ServiceNow
14 5 (0.69%) Alteryx
14 5 (0.69%) Sybase
15 4 (0.55%) Citrix
16 3 (0.42%) Commvault
16 3 (0.42%) JD Edwards