Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 11 August 2022 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > Work from Home
6 months to
11 Aug 2022
Same period 2021 Same period 2020
Rank 553 342 228
Rank change year-on-year -211 -114 +4
Permanent jobs citing SQL Server Analysis Services 352 335 78
As % of all permanent jobs with a WFH option 0.46% 0.82% 0.88%
As % of the Database & Business Intelligence category 1.60% 2.68% 2.94%
Number of salaries quoted 279 310 75
10th Percentile £42,000 £35,750 £33,683
25th Percentile £47,500 £40,000 £38,750
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -
75th Percentile £63,750 £65,938 £65,000
90th Percentile £80,000 £75,250 £77,500
UK median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +0.46%

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 WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 21,967 12,518 2,655
As % of all permanent jobs with a WFH option 28.96% 30.72% 30.06%
Number of salaries quoted 11,016 9,170 2,282
10th Percentile £37,500 £33,750 £35,000
25th Percentile £45,372 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £73,750 £71,250
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +7.34%

SQL Server Analysis Services
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing SQL Server Analysis Services as a proportion of all IT jobs advertised.

SQL Server Analysis Services trend for jobs with a WFH option

SQL Server Analysis Services
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing SQL Server Analysis Services.

SQL Server Analysis Services salary trend for jobs with a WFH option

SQL Server Analysis Services
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing SQL Server Analysis Services over the 6 months to 11 August 2022.

SQL Server Analysis Services salary histogram for jobs with a WFH option

For the 6 months to 11 August 2022, SQL Server Analysis Services job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for SQL Server Analysis Services.

1 317 (90.06%) SQL
2 296 (84.09%) SQL Server Integration Services
3 279 (79.26%) SQL Server
4 266 (75.57%) SQL Server Reporting Services
5 258 (73.30%) Business Intelligence
6 236 (67.05%) Azure
7 179 (50.85%) Data Warehouse
8 177 (50.28%) Power Platform
9 174 (49.43%) Microsoft
10 166 (47.16%) ETL
10 166 (47.16%) Power BI
11 165 (46.88%) T-SQL
12 112 (31.82%) Analytics
13 109 (30.97%) Microsoft Analysis Services
14 98 (27.84%) Finance
14 98 (27.84%) Social Skills
15 88 (25.00%) Data Modelling
16 81 (23.01%) Azure Data Factory
17 78 (22.16%) Python
18 74 (21.02%) Agile
19 69 (19.60%) DevOps
20 66 (18.75%) Data Lake
21 61 (17.33%) Oracle
22 60 (17.05%) Windows
22 60 (17.05%) AWS
23 55 (15.63%) Visualisation
24 54 (15.34%) Performance Tuning
25 53 (15.06%) Analytical Skills
25 53 (15.06%) Problem-Solving
26 51 (14.49%) Azure DevOps

SQL Server Analysis Services
Co-occurring IT Skills with a WFH Option 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 18 (5.11%) SharePoint
2 16 (4.55%) Apache Airflow
3 15 (4.26%) IIS
4 13 (3.69%) Apache Spark
5 11 (3.13%) Confluence
5 11 (3.13%) Tomcat
6 9 (2.56%) Apache
7 7 (1.99%) BizTalk Server
8 5 (1.42%) SAS
Applications
1 21 (5.97%) Microsoft Excel
2 7 (1.99%) Microsoft Office
Business Applications
1 4 (1.14%) Dynamics CRM
2 2 (0.57%) Cognos Business Intelligence
2 2 (0.57%) Dynamics AX
2 2 (0.57%) Infor M3
2 2 (0.57%) SAP S/4HANA
3 1 (0.28%) Alphatax
3 1 (0.28%) Dynamics GP
3 1 (0.28%) Dynamics NAV
3 1 (0.28%) IBM Planning Analytics
3 1 (0.28%) NetSuite
Cloud Services
1 236 (67.05%) Azure
2 177 (50.28%) Power Platform
3 81 (23.01%) Azure Data Factory
4 60 (17.05%) AWS
5 51 (14.49%) Azure DevOps
6 39 (11.08%) Azure Synapse Analytics
7 25 (7.10%) GCP
8 18 (5.11%) PowerApps
9 16 (4.55%) Cloud Composer
9 16 (4.55%) Google Data Studio
9 16 (4.55%) Matillion
10 13 (3.69%) Power Automate
11 10 (2.84%) SaaS
12 9 (2.56%) Dynamics 365
13 8 (2.27%) Microsoft 365
13 8 (2.27%) PaaS
14 5 (1.42%) Azure Machine Learning
14 5 (1.42%) GitHub
15 4 (1.14%) Snowflake
16 3 (0.85%) Azure Sentinel
Communications & Networking
1 8 (2.27%) DNS
2 2 (0.57%) Firewall
2 2 (0.57%) Kerberos
2 2 (0.57%) SAN
Database & Business Intelligence
1 296 (84.09%) SQL Server Integration Services
2 279 (79.26%) SQL Server
3 266 (75.57%) SQL Server Reporting Services
4 179 (50.85%) Data Warehouse
5 166 (47.16%) Power BI
6 109 (30.97%) Microsoft Analysis Services
7 66 (18.75%) Data Lake
8 44 (12.50%) Azure SQL Database
8 44 (12.50%) Tableau
9 43 (12.22%) Relational Database
10 39 (11.08%) Big Data
11 35 (9.94%) OLAP
12 33 (9.38%) Oracle Reports
13 31 (8.81%) Oracle Database
14 27 (7.67%) MySQL
15 26 (7.39%) QlikView
16 21 (5.97%) Hadoop
17 19 (5.40%) Looker
18 18 (5.11%) OLAP Cube
18 18 (5.11%) RDBMS
Development Applications
1 28 (7.95%) Visual Studio
2 26 (7.39%) SQL Server Management Studio (SSMS)
3 20 (5.68%) Git (software)
4 15 (4.26%) JIRA
5 11 (3.13%) Atlassian Bamboo
6 9 (2.56%) Team Foundation Server
7 4 (1.14%) Jenkins
8 3 (0.85%) Oracle Forms
9 2 (0.57%) Bitbucket
10 1 (0.28%) Mercurial
General
1 98 (27.84%) Finance
1 98 (27.84%) Social Skills
2 53 (15.06%) Analytical Skills
3 20 (5.68%) Banking
4 18 (5.11%) Advertising
4 18 (5.11%) Law
5 17 (4.83%) Organisational Skills
6 15 (4.26%) Retail
7 13 (3.69%) Public Sector
8 8 (2.27%) Influencing Skills
9 6 (1.70%) Legal
9 6 (1.70%) Presentation Skills
10 4 (1.14%) Manufacturing
11 3 (0.85%) Documentation Skills
11 3 (0.85%) Local Government
12 2 (0.57%) Inclusion and Diversity
12 2 (0.57%) Marketing
13 1 (0.28%) Automotive
13 1 (0.28%) Czech Language
13 1 (0.28%) Publishing
Job Titles
1 157 (44.60%) Developer
2 90 (25.57%) Business Intelligence Developer
3 64 (18.18%) Data Engineer
3 64 (18.18%) SQL Developer
4 47 (13.35%) DBA
5 40 (11.36%) Analyst
6 34 (9.66%) Senior Developer
7 31 (8.81%) SQL DBA
8 29 (8.24%) Business Developer
9 27 (7.67%) Architect
9 27 (7.67%) Data Architect
10 26 (7.39%) Business Intelligence Analyst
10 26 (7.39%) SQL BI Developer
11 23 (6.53%) Senior Business Intelligence Developer
11 23 (6.53%) SQL Server Developer
12 22 (6.25%) Data Warehouse Developer
13 21 (5.97%) Power BI Developer
14 17 (4.83%) SQL Analyst
15 16 (4.55%) SSAS Developer
15 16 (4.55%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 37 (10.51%) .NET
2 18 (5.11%) Web Services
3 17 (4.83%) MDX
4 15 (4.26%) XML
5 7 (1.99%) .NET Core
5 7 (1.99%) PySpark
6 6 (1.70%) HTML
7 5 (1.42%) HTML5
8 4 (1.14%) Apache Avro
8 4 (1.14%) JSON
8 4 (1.14%) Kafka
9 3 (0.85%) DCOM
9 3 (0.85%) Entity Framework
9 3 (0.85%) LINQ
9 3 (0.85%) Middleware
9 3 (0.85%) Oracle Fusion
10 1 (0.28%) ASP.NET
10 1 (0.28%) CSS
10 1 (0.28%) ODBC
10 1 (0.28%) Velocity
Miscellaneous
1 23 (6.53%) Replication
2 19 (5.40%) Clustering
3 15 (4.26%) Management Information System
4 13 (3.69%) Data Structures
4 13 (3.69%) Self-Motivation
5 11 (3.13%) Greenfield Project
5 11 (3.13%) Low-Code
5 11 (3.13%) SWIFT
6 10 (2.84%) Renewable Energy
7 7 (1.99%) Algorithms
8 6 (1.70%) Digital Media
9 4 (1.14%) Cloud Native
10 3 (0.85%) Enterprise Software
10 3 (0.85%) FMCG
10 3 (0.85%) NHS
11 2 (0.57%) Analytical Mindset
11 2 (0.57%) EPoS
11 2 (0.57%) Legacy Systems
11 2 (0.57%) Virtual Team
12 1 (0.28%) Industrial Internet of Things
Operating Systems
1 60 (17.05%) Windows
2 18 (5.11%) Linux
3 5 (1.42%) Android
4 4 (1.14%) Windows Server
5 3 (0.85%) Unix
5 3 (0.85%) Windows Server 2012
5 3 (0.85%) Windows Server 2019
Processes & Methodologies
1 258 (73.30%) Business Intelligence
2 166 (47.16%) ETL
3 112 (31.82%) Analytics
4 88 (25.00%) Data Modelling
5 74 (21.02%) Agile
6 69 (19.60%) DevOps
7 55 (15.63%) Visualisation
8 54 (15.34%) Performance Tuning
9 53 (15.06%) Problem-Solving
10 48 (13.64%) Data Architecture
11 47 (13.35%) Validation
12 46 (13.07%) Dimensional Modelling
13 44 (12.50%) Data Analytics
13 44 (12.50%) Migration
14 43 (12.22%) Kimball Methodology
15 34 (9.66%) Data Engineering
15 34 (9.66%) Data Governance
15 34 (9.66%) Data Pipeline
16 32 (9.09%) Change Management
16 32 (9.09%) CI/CD
Programming Languages
1 317 (90.06%) SQL
2 165 (46.88%) T-SQL
3 78 (22.16%) Python
4 35 (9.94%) PowerShell
5 30 (8.52%) C#
6 27 (7.67%) Data Analysis Expressions (DAX)
7 24 (6.82%) PL/SQL
8 18 (5.11%) Bash
9 16 (4.55%) Go
10 14 (3.98%) VBA
11 11 (3.13%) Java
12 10 (2.84%) R
13 5 (1.42%) Scala
14 3 (0.85%) Shell Script
15 2 (0.57%) C
15 2 (0.57%) C++
16 1 (0.28%) JavaScript
16 1 (0.28%) VB.NET
Qualifications
1 36 (10.23%) Degree
2 11 (3.13%) Microsoft Certification
3 8 (2.27%) Computer Science Degree
4 7 (1.99%) MCSE
5 6 (1.70%) MCSA
6 5 (1.42%) PRINCE2 Certification
7 3 (0.85%) Security Cleared
8 2 (0.57%) Numerate Degree
8 2 (0.57%) SC Cleared
9 1 (0.28%) BPSS Clearance
9 1 (0.28%) DBS Check
Quality Assurance & Compliance
1 40 (11.36%) Data Quality
2 16 (4.55%) ISO/IEC 27001
3 14 (3.98%) SLA
4 13 (3.69%) GDPR
5 3 (0.85%) GRC
6 1 (0.28%) GxP
6 1 (0.28%) QA
System Software
1 15 (4.26%) Active Directory
2 8 (2.27%) VMware Infrastructure
3 4 (1.14%) Docker
4 3 (0.85%) vSphere
5 1 (0.28%) Oracle RAC
Systems Management
1 13 (3.69%) Terraform
2 12 (3.41%) Failover Clustering
2 12 (3.41%) Oracle RMAN
3 7 (1.99%) Control-M
4 4 (1.14%) Kubernetes
4 4 (1.14%) Rancher
5 2 (0.57%) NetCrunch
Vendors
1 174 (49.43%) Microsoft
2 61 (17.33%) Oracle
3 36 (10.23%) Databricks
4 21 (5.97%) Google
5 18 (5.11%) Teradata
6 17 (4.83%) Talend
7 12 (3.41%) RedGate
8 10 (2.84%) DocuSign
9 8 (2.27%) VMware
10 7 (1.99%) SAP
11 6 (1.70%) IBM
12 5 (1.42%) Citrix
12 5 (1.42%) Civica
12 5 (1.42%) Cognos
13 3 (0.85%) Greenplum
13 3 (0.85%) Netezza
13 3 (0.85%) Salesforce.com
14 2 (0.57%) 3PAR
14 2 (0.57%) Infor
14 2 (0.57%) Ivanti