Period
to 22 January 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 22 January 2020 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
UK > England
6 months to
22 Jan 2020
Same period 2019 Same period 2018
Rank 281 246 241
Rank change year-on-year -35 -5 -14
Permanent jobs citing SQL Server Analysis Services 1,332 1,984 2,409
As % of all permanent IT jobs advertised in England 1.14% 1.41% 1.48%
As % of the Database & Business Intelligence category 4.26% 4.92% 4.84%
Number of salaries quoted 1,184 1,739 2,125
England median annual salary £55,000 £50,000 £47,500
Median salary % change year-on-year +10.00% +5.26% -5.00%
10th Percentile £37,500 £34,200 £32,500
90th Percentile £82,500 £73,750 £67,500
UK median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% -5.00%

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 31,247 40,288 49,729
As % of all permanent IT jobs advertised in England 26.81% 28.54% 30.62%
Number of salaries quoted 25,857 33,349 41,662
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £90,000 £85,000 £77,500
UK median annual salary £52,500 £52,500 £48,000
% change year-on-year - +9.38% +1.05%

SQL Server Analysis Services
Job Vacancy Trend in England

Job postings citing SQL Server Analysis Services as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing SQL Server Analysis Services in England over the 6 months to 22 January 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 22 January 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 -22 707 £67,500 +12.50% 86
North of England +5 206 £42,500 +1.19% 65
South East -34 153 £47,500 - 25
Midlands -10 144 £47,235 +9.85% 36
North West +47 143 £42,500 +6.25% 37
West Midlands +33 104 £47,500 +5.56% 20
South West +21 65 £45,000 +12.50% 19
Yorkshire -26 58 £40,000 -11.11% 20
East of England -17 53 £47,500 +5.56% 20
East Midlands -43 40 £42,500 - 16
North East -10 5 £55,000 +46.67% 8
SQL Server Analysis Services
UK

For the 6 months to 22 January 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 1,099 (82.51%) SQL Server Integration Services
2 1,020 (76.58%) SQL
3 997 (74.85%) SQL Server
4 971 (72.90%) SQL Server Reporting Services
5 962 (72.22%) Business Intelligence
6 747 (56.08%) Data Warehouse
7 714 (53.60%) Power Platform
8 711 (53.38%) Power BI
9 647 (48.57%) Microsoft
10 494 (37.09%) T-SQL
11 476 (35.74%) Finance
12 472 (35.44%) Azure
13 450 (33.78%) ETL
14 328 (24.62%) Agile Software Development
15 305 (22.90%) Microsoft Analysis Services
16 274 (20.57%) Analytics
17 269 (20.20%) C#
18 245 (18.39%) Data Modelling
19 241 (18.09%) Analytical Skills
20 240 (18.02%) .NET
21 234 (17.57%) Visualisation
22 209 (15.69%) Data Analysis Expressions (DAX)
23 183 (13.74%) Migration
24 169 (12.69%) Problem-Solving
25 167 (12.54%) Tableau
26 150 (11.26%) Python
27 147 (11.04%) Data Visualisation
28 140 (10.51%) Microsoft Excel
29 131 (9.83%) MDX
30 129 (9.68%) AWS

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 83 (6.23%) SharePoint
2 39 (2.93%) SAS
3 19 (1.43%) IIS
4 15 (1.13%) Apache
5 14 (1.05%) Apache Airflow
5 14 (1.05%) BizTalk Server
6 13 (0.98%) Apache Spark
6 13 (0.98%) Confluence
7 7 (0.53%) SharePoint 2013
8 5 (0.38%) SharePoint 2010
9 4 (0.30%) Oracle SOA Suite
10 3 (0.23%) Drupal
10 3 (0.23%) Oracle Service Bus
11 2 (0.15%) IBM Domino
11 2 (0.15%) OpenEdge
11 2 (0.15%) SugarCRM
12 1 (0.075%) Apache Pig
12 1 (0.075%) Elasticsearch
12 1 (0.075%) MS Exchange
Applications
1 140 (10.51%) Microsoft Excel
2 20 (1.50%) Microsoft Office
3 10 (0.75%) MS Visio
4 6 (0.45%) Spreadsheet
5 4 (0.30%) InfoPath
6 2 (0.15%) Chatbot
6 2 (0.15%) Microsoft PowerPoint
6 2 (0.15%) SPSS
7 1 (0.075%) SPSS Modeler
Business Applications
1 28 (2.10%) Dynamics AX
2 15 (1.13%) NetSuite
3 13 (0.98%) Dynamics NAV
4 8 (0.60%) Payment Gateway
5 6 (0.45%) Dynamics CRM
5 6 (0.45%) OPENHousing
6 5 (0.38%) RiskWrite
7 4 (0.30%) Remedy ITSM
8 3 (0.23%) Cognos Business Intelligence
9 2 (0.15%) Raiser's Edge
9 2 (0.15%) Softmar
10 1 (0.075%) Cognos Planning
10 1 (0.075%) Cognos TM1
10 1 (0.075%) Endur
10 1 (0.075%) FastStats
10 1 (0.075%) HFM
10 1 (0.075%) Sage 200
Cloud Services
1 714 (53.60%) Power Platform
2 472 (35.44%) Azure
3 129 (9.68%) AWS
4 96 (7.21%) Azure Data Factory
5 42 (3.15%) Dynamics 365
5 42 (3.15%) PaaS
6 30 (2.25%) GCP
7 24 (1.80%) Data Lake Analytics
8 16 (1.20%) Amazon S3
9 15 (1.13%) Azure Functions
9 15 (1.13%) Serverless
10 14 (1.05%) IaaS
10 14 (1.05%) PowerApps
11 12 (0.90%) Office 365
11 12 (0.90%) SaaS
12 10 (0.75%) Azure Machine Learning
12 10 (0.75%) Azure Stack
13 9 (0.68%) GitHub
14 8 (0.60%) Azure Active Directory
15 6 (0.45%) Microsoft Flow
Communications & Networking
1 8 (0.60%) Internet
2 5 (0.38%) FTP
2 5 (0.38%) SAN
3 2 (0.15%) DHCP
3 2 (0.15%) DNS
4 1 (0.075%) DOCSIS
4 1 (0.075%) Firewall
4 1 (0.075%) LAN
4 1 (0.075%) VLAN
4 1 (0.075%) VPN
4 1 (0.075%) WAN
Database & Business Intelligence
1 1,099 (82.51%) SQL Server Integration Services
2 997 (74.85%) SQL Server
3 971 (72.90%) SQL Server Reporting Services
4 747 (56.08%) Data Warehouse
5 711 (53.38%) Power BI
6 305 (22.90%) Microsoft Analysis Services
7 126 (9.46%) SQL Server 2016
8 109 (8.18%) Data Lake
9 107 (8.03%) Azure SQL Database
10 105 (7.88%) SQL Server 2012
11 102 (7.66%) QlikView
12 85 (6.38%) Big Data
13 79 (5.93%) SQL Server 2008
14 78 (5.86%) Relational Database
15 76 (5.71%) OLAP
15 76 (5.71%) SQL Server 2014
16 61 (4.58%) Azure SQL Data Warehouse
17 60 (4.50%) MySQL
18 51 (3.83%) Qlik Sense
19 47 (3.53%) PowerPivot
Development Applications
1 73 (5.48%) Team Foundation Server
2 62 (4.65%) Visual Studio
3 46 (3.45%) SQL Server Management Studio (SSMS)
4 42 (3.15%) JIRA
5 41 (3.08%) Visual Studio Team System
6 29 (2.18%) Git (software)
7 26 (1.95%) Octopus Deploy
8 25 (1.88%) TeamCity
9 22 (1.65%) MSBuild
10 14 (1.05%) ProC
11 6 (0.45%) Subversion
12 5 (0.38%) Eclipse
12 5 (0.38%) Zephyr
13 4 (0.30%) Chocolatey
14 3 (0.23%) Jenkins
14 3 (0.23%) MorphX
15 2 (0.15%) JMeter
15 2 (0.15%) TortoiseSVN
16 1 (0.075%) ERwin
16 1 (0.075%) WebSpeed
General
1 476 (35.74%) Finance
2 65 (4.88%) Retail
3 50 (3.75%) Marketing
4 40 (3.00%) Front Office
5 30 (2.25%) Banking
5 30 (2.25%) Legal
6 22 (1.65%) Telecoms
7 16 (1.20%) Law
7 16 (1.20%) Public Sector
8 13 (0.98%) Advertising
9 12 (0.90%) Games
10 9 (0.68%) Back Office
10 9 (0.68%) Investment Banking
11 6 (0.45%) Automotive
11 6 (0.45%) Manufacturing
11 6 (0.45%) Social Housing
12 5 (0.38%) German Language
13 4 (0.30%) Billing
13 4 (0.30%) General Ledger
14 3 (0.23%) French Language
Job Titles
1 724 (54.35%) Developer
2 408 (30.63%) Business Intelligence Developer
3 201 (15.09%) Analyst
4 193 (14.49%) SQL Developer
5 135 (10.14%) DBA
6 118 (8.86%) SQL DBA
7 94 (7.06%) Senior Developer
8 89 (6.68%) Business Intelligence Analyst
9 81 (6.08%) Business Developer
10 73 (5.48%) SSRS Developer
11 71 (5.33%) .NET Developer
12 70 (5.26%) SSIS Developer
13 69 (5.18%) Administrator
14 63 (4.73%) Data Analyst
15 61 (4.58%) Power BI Developer
16 60 (4.50%) SQL Analyst
17 58 (4.35%) Architect
18 56 (4.20%) SQL BI Developer
19 51 (3.83%) Data Engineer
19 51 (3.83%) SSAS Developer
Libraries, Frameworks & Software Standards
1 240 (18.02%) .NET
2 131 (9.83%) MDX
3 79 (5.93%) ASP.NET
4 65 (4.88%) XML
5 60 (4.50%) AngularJS
6 57 (4.28%) Web Services
7 48 (3.60%) React
8 43 (3.23%) .NET Core
9 26 (1.95%) HTML
10 22 (1.65%) CSS
10 22 (1.65%) Vue.js
11 20 (1.50%) .NET Framework
12 19 (1.43%) D3.js
13 18 (1.35%) JSON
14 15 (1.13%) ASP.NET MVC
15 14 (1.05%) REST
16 12 (0.90%) jQuery
16 12 (0.90%) Windows SharePoint Services
17 11 (0.83%) SOAP
18 10 (0.75%) RESTful
Miscellaneous
1 241 (18.09%) Analytical Skills
2 77 (5.78%) Management Information System
3 64 (4.80%) Reinsurance
4 38 (2.85%) Data Structures
5 36 (2.70%) Replication
6 32 (2.40%) AS400
6 32 (2.40%) iSeries
7 27 (2.03%) Data Centre
7 27 (2.03%) Self-Motivation
8 24 (1.80%) Clustering
9 22 (1.65%) Tandem
10 18 (1.35%) Public Cloud
11 15 (1.13%) Private Cloud
12 11 (0.83%) Greenfield Project
13 9 (0.68%) Enterprise Software
13 9 (0.68%) Hedge funds
13 9 (0.68%) User Experience
14 8 (0.60%) Client/Server
15 6 (0.45%) Linux Command Line
16 4 (0.30%) Virtual Team
Operating Systems
1 64 (4.80%) Windows
2 42 (3.15%) Windows Server
3 24 (1.80%) Linux
4 9 (0.68%) Windows Server 2008
5 8 (0.60%) Windows 7
6 6 (0.45%) Windows 10
6 6 (0.45%) Windows 8
7 3 (0.23%) Unix
7 3 (0.23%) Windows Server 2003
7 3 (0.23%) Windows Server 2012
Processes & Methodologies
1 962 (72.22%) Business Intelligence
2 450 (33.78%) ETL
3 328 (24.62%) Agile Software Development
4 274 (20.57%) Analytics
5 245 (18.39%) Data Modelling
6 234 (17.57%) Visualisation
7 183 (13.74%) Migration
8 169 (12.69%) Problem-Solving
9 147 (11.04%) Data Visualisation
10 128 (9.61%) DevOps
11 107 (8.03%) Data Analysis
12 104 (7.81%) Data Management
13 98 (7.36%) ITIL
14 91 (6.83%) Kimball Methodology
15 88 (6.61%) Scrum
16 84 (6.31%) Data Analytics
17 83 (6.23%) Machine Learning
18 80 (6.01%) Stakeholder Management
19 75 (5.63%) Data Migration
20 71 (5.33%) SDLC
Programming Languages
1 1,020 (76.58%) SQL
2 494 (37.09%) T-SQL
3 269 (20.20%) C#
4 209 (15.69%) Data Analysis Expressions (DAX)
5 150 (11.26%) Python
6 99 (7.43%) R
7 72 (5.41%) PowerShell
8 68 (5.11%) JavaScript
8 68 (5.11%) VBA
9 43 (3.23%) Java
10 40 (3.00%) F#
11 33 (2.48%) PL/SQL
12 32 (2.40%) RPG
13 30 (2.25%) VB
14 25 (1.88%) VB.NET
15 22 (1.65%) C
16 14 (1.05%) Shell Script
17 13 (0.98%) U-SQL
18 9 (0.68%) VBScript
19 6 (0.45%) VB6
Qualifications
1 108 (8.11%) Degree
2 43 (3.23%) Computer Science Degree
3 32 (2.40%) Microsoft Certification
4 11 (0.83%) ISEB
4 11 (0.83%) ITIL Foundation Certificate
5 10 (0.75%) MCSA
6 9 (0.68%) ISTQB
6 9 (0.68%) Master's Degree
7 8 (0.60%) MBCS
7 8 (0.60%) Security Cleared
8 7 (0.53%) MCSE
8 7 (0.53%) Numerate Degree
9 5 (0.38%) MCITP
10 3 (0.23%) ISTQB Foundation Certification
10 3 (0.23%) MCSD
11 2 (0.15%) ITIL Certification
11 2 (0.15%) MCP
11 2 (0.15%) SC Cleared
12 1 (0.075%) MCTS
12 1 (0.075%) Oracle Certification
Quality Assurance & Compliance
1 114 (8.56%) Data Quality
2 73 (5.48%) QA
3 22 (1.65%) GDPR
4 17 (1.28%) SLA
5 13 (0.98%) PCI DSS
6 6 (0.45%) ISO/IEC 27001
System Software
1 17 (1.28%) VMware Infrastructure
2 16 (1.20%) HDFS
3 15 (1.13%) Active Directory
4 11 (0.83%) Hyper-V
5 6 (0.45%) LXC
6 3 (0.23%) Virtual Machines
7 2 (0.15%) Docker
Systems Management
1 12 (0.90%) Control-M
2 10 (0.75%) Failover Clustering
3 7 (0.53%) Perfmon
4 5 (0.38%) HP ALM
5 3 (0.23%) Oracle Enterprise Manager
5 3 (0.23%) Tivoli
5 3 (0.23%) Tivoli Storage Manager
6 2 (0.15%) Puppet
7 1 (0.075%) Ambari
7 1 (0.075%) Data Guard
7 1 (0.075%) Hadoop YARN
7 1 (0.075%) NetBackup
7 1 (0.075%) Oracle RMAN
Vendors
1 647 (48.57%) Microsoft
2 167 (12.54%) Tableau
3 91 (6.83%) Oracle
4 56 (4.20%) Databricks
5 44 (3.30%) Cognos
6 37 (2.78%) Teradata
7 32 (2.40%) IBM
8 29 (2.18%) Google
8 29 (2.18%) Informatica
9 26 (1.95%) VMware
10 17 (1.28%) Alteryx
11 16 (1.20%) JD Edwards
11 16 (1.20%) RedGate
12 13 (0.98%) ServiceNow
13 9 (0.68%) Ab Initio
13 9 (0.68%) Netezza
13 9 (0.68%) SAP
13 9 (0.68%) Talend
14 8 (0.60%) Veeam
15 7 (0.53%) Capita