Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
England > Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 88 130 137
Rank change year-on-year +42 +7 -23
Permanent jobs citing SQL Server Analysis Services 300 247 282
As % of all permanent IT jobs advertised in Yorkshire 3.03% 2.21% 2.17%
As % of the Database & Business Intelligence category 10.38% 7.44% 6.45%
Number of salaries quoted 259 221 223
Yorkshire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +7.14%
10th Percentile £32,400 £32,500 £32,000
90th Percentile £57,500 £53,750 £67,500
England median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +6.38%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2891 3322 4374
As % of all permanent IT jobs advertised in Yorkshire 29.19% 29.66% 33.58%
Number of salaries quoted 2507 2893 3627
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £27,500 £26,250
90th Percentile £60,000 £57,500 £59,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

SQL Server Analysis Services
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for SQL Server Analysis Services in Yorkshire

SQL Server Analysis Services
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SQL Server Analysis Services in Yorkshire.

Salary trend for SQL Server Analysis Services in Yorkshire

SQL Server Analysis Services
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing SQL Server Analysis Services in Yorkshire over the 6 months to 22 November 2017.

Salary histogram for SQL Server Analysis Services in Yorkshire

SQL Server Analysis Services
Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 22 November 2017. 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
West Yorkshire +30 232 £45,000 - 14
North Yorkshire +33 50 £48,000 +23.87% 1
South Yorkshire +18 11 £30,500 -32.22% 2
East Yorkshire -1 6 £40,000 +6.67%
SQL Server Analysis Services
England

For the 6 months to 22 November 2017, IT jobs citing SQL Server Analysis Services also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for SQL Server Analysis Services.

1 290 (96.67%) SQL Server Integration Services
2 277 (92.33%) SQL Server
3 265 (88.33%) SQL Server Reporting Services
4 262 (87.33%) SQL
5 220 (73.33%) Business Intelligence
6 172 (57.33%) T-SQL
7 157 (52.33%) Data Warehouse
8 147 (49.00%) Microsoft
9 143 (47.67%) ETL
10 92 (30.67%) Data Modelling
11 82 (27.33%) Power BI
12 75 (25.00%) Performance Tuning
13 73 (24.33%) SQL Server 2012
14 53 (17.67%) PowerShell
15 51 (17.00%) Agile Software Development
15 51 (17.00%) SQL Server 2008
16 48 (16.00%) C#
17 47 (15.67%) SQL Server 2014
18 44 (14.67%) Visualisation
19 43 (14.33%) Migration
20 42 (14.00%) Finance
20 42 (14.00%) .NET
20 42 (14.00%) SQL Server 2016
21 41 (13.67%) Data Visualisation
22 39 (13.00%) Disaster Recovery
23 32 (10.67%) Visual Studio
24 31 (10.33%) Analytical Skills
25 30 (10.00%) ETL Development
25 30 (10.00%) Advertising
26 29 (9.67%) Oracle

SQL Server Analysis Services
Co-occurring IT Skills in Yorkshire 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 11 (3.67%) SharePoint
2 8 (2.67%) Apache
3 7 (2.33%) Apache Spark
3 7 (2.33%) Confluence
4 3 (1.00%) SAS
5 2 (0.67%) IIS
6 1 (0.33%) BizTalk Server
6 1 (0.33%) WebSphere
Applications
1 23 (7.67%) Microsoft Excel
2 5 (1.67%) Microsoft Office
3 3 (1.00%) Microsoft Project
4 1 (0.33%) MS Visio
Business Applications
1 3 (1.00%) Sage 200
2 2 (0.67%) Dynamics AX
2 2 (0.67%) Dynamics CRM
3 1 (0.33%) Visualfiles
Cloud Services
1 24 (8.00%) Microsoft Azure
2 4 (1.33%) Amazon AWS
3 2 (0.67%) Cortana Intelligence Suite
4 1 (0.33%) Google Analytics
4 1 (0.33%) Office 365
4 1 (0.33%) PaaS
4 1 (0.33%) SaaS
Communications & Networking
1 2 (0.67%) AMQP
2 1 (0.33%) HTTP
2 1 (0.33%) SSL
Database & Business Intelligence
1 290 (96.67%) SQL Server Integration Services
2 277 (92.33%) SQL Server
3 265 (88.33%) SQL Server Reporting Services
4 157 (52.33%) Data Warehouse
5 82 (27.33%) Power BI
6 73 (24.33%) SQL Server 2012
7 51 (17.00%) SQL Server 2008
8 47 (15.67%) SQL Server 2014
9 42 (14.00%) SQL Server 2016
10 24 (8.00%) Relational Database
10 24 (8.00%) SQL Server 2005
11 20 (6.67%) QlikView
12 17 (5.67%) Big Data
13 14 (4.67%) NoSQL
14 12 (4.00%) Enterprise Data Warehouse
15 11 (3.67%) Event Store
15 11 (3.67%) PowerPivot
16 10 (3.33%) Data Mining
17 9 (3.00%) Microsoft Analysis Services
18 8 (2.67%) Star Schema
Development Applications
1 32 (10.67%) Visual Studio
2 29 (9.67%) Team Foundation Server
3 27 (9.00%) SQL Server Management Studio (SSMS)
4 16 (5.33%) Octopus Deploy
5 11 (3.67%) Talend Open Studio
6 8 (2.67%) JIRA
7 7 (2.33%) Selenium
7 7 (2.33%) SpecFlow
7 7 (2.33%) Subversion
7 7 (2.33%) TeamCity
8 4 (1.33%) Visual Studio Team System
9 2 (0.67%) Jasmine
10 1 (0.33%) Git (software)
10 1 (0.33%) Jenkins
10 1 (0.33%) Sonatype Nexus
General
1 42 (14.00%) Finance
2 30 (10.00%) Advertising
3 11 (3.67%) Games
4 7 (2.33%) Retail
5 4 (1.33%) Marketing
6 3 (1.00%) Banking
6 3 (1.00%) Retail Finance
6 3 (1.00%) Telecoms
7 2 (0.67%) Manufacturing
8 1 (0.33%) Legal
Job Titles
1 174 (58.00%) Developer
2 116 (38.67%) Business Intelligence Developer
3 68 (22.67%) DBA
4 63 (21.00%) SQL DBA
5 53 (17.67%) SQL Developer
6 52 (17.33%) Senior DBA
7 47 (15.67%) Senior SQL DBA
8 43 (14.33%) Administrator
9 40 (13.33%) SQL BI Developer
10 38 (12.67%) SSIS Developer
11 33 (11.00%) Senior Developer
12 29 (9.67%) Analyst
13 28 (9.33%) Business Developer
14 24 (8.00%) T-SQL Developer
15 23 (7.67%) ETL Developer
15 23 (7.67%) Senior Business Intelligence Developer
16 17 (5.67%) Data Warehouse Developer
17 16 (5.33%) SQL Server DBA
18 14 (4.67%) SSRS Developer
19 13 (4.33%) Database Developer
Libraries, Frameworks & Software Standards
1 42 (14.00%) .NET
2 19 (6.33%) ASP.NET
3 13 (4.33%) AngularJS
4 8 (2.67%) .NET Framework
5 7 (2.33%) ASP.NET Web API
5 7 (2.33%) Kafka
6 6 (2.00%) RabbitMQ
6 6 (2.00%) Sensu
7 5 (1.67%) Entity Framework
7 5 (1.67%) MSMQ
8 4 (1.33%) XML
9 3 (1.00%) CSS
9 3 (1.00%) HTML
9 3 (1.00%) MDX
10 2 (0.67%) ADO.NET
10 2 (0.67%) ASP.NET MVC
10 2 (0.67%) Middleware
10 2 (0.67%) RESTful
11 1 (0.33%) SOAP
11 1 (0.33%) Spring
Miscellaneous
1 31 (10.33%) Analytical Skills
2 18 (6.00%) Data Structures
3 15 (5.00%) Management Information System
4 10 (3.33%) Replication
5 5 (1.67%) Clustering
5 5 (1.67%) Enterprise Software
6 4 (1.33%) NHS
7 3 (1.00%) Analytical Mindset
7 3 (1.00%) BBC
7 3 (1.00%) Social Media
8 1 (0.33%) Greenfield Project
8 1 (0.33%) Mobile App
8 1 (0.33%) User Experience
8 1 (0.33%) Virtual Team
Operating Systems
1 1 (0.33%) Linux
1 1 (0.33%) Windows
Processes & Methodologies
1 220 (73.33%) Business Intelligence
2 143 (47.67%) ETL
3 92 (30.67%) Data Modelling
4 75 (25.00%) Performance Tuning
5 51 (17.00%) Agile Software Development
6 44 (14.67%) Visualisation
7 43 (14.33%) Migration
8 41 (13.67%) Data Visualisation
9 39 (13.00%) Disaster Recovery
10 30 (10.00%) ETL Development
11 22 (7.33%) Analytics
11 22 (7.33%) Data Management
12 20 (6.67%) Kimball Methodology
13 19 (6.33%) High Availability
14 18 (6.00%) CRM
14 18 (6.00%) Data Integration
14 18 (6.00%) Database Security
14 18 (6.00%) Mentoring
14 18 (6.00%) SDLC
15 17 (5.67%) Performance Monitoring
Programming Languages
1 262 (87.33%) SQL
2 172 (57.33%) T-SQL
3 53 (17.67%) PowerShell
4 48 (16.00%) C#
5 16 (5.33%) VBA
6 15 (5.00%) Java
7 12 (4.00%) Python
8 9 (3.00%) PL/SQL
9 6 (2.00%) VB.NET
10 3 (1.00%) JavaScript
10 3 (1.00%) VB
11 2 (0.67%) Data Analysis Expressions (DAX)
Qualifications
1 28 (9.33%) Microsoft Certification
2 26 (8.67%) MCSA
3 23 (7.67%) MCSE
4 12 (4.00%) Degree
5 5 (1.67%) Numerate Degree
6 3 (1.00%) MCP
6 3 (1.00%) SC Cleared
6 3 (1.00%) Security Cleared
Quality Assurance & Compliance
1 9 (3.00%) Data Quality
2 2 (0.67%) SLA
3 1 (0.33%) Cyber Essentials
3 1 (0.33%) ISO 9001
3 1 (0.33%) ISO/IEC 27001
3 1 (0.33%) QA
System Software
1 7 (2.33%) Docker
2 1 (0.33%) Virtual Machines
Systems Management
1 7 (2.33%) Grafana
1 7 (2.33%) Puppet
2 2 (0.67%) Systems Management Server (SMS)
3 1 (0.33%) Failover Clustering
Vendors
1 147 (49.00%) Microsoft
2 29 (9.67%) Oracle
3 25 (8.33%) Tableau
4 17 (5.67%) SAP
5 11 (3.67%) Talend
6 10 (3.33%) IBM
7 8 (2.67%) Cognos
7 8 (2.67%) Splunk
8 5 (1.67%) MicroStrategy
9 4 (1.33%) RedGate
10 3 (1.00%) Apple
10 3 (1.00%) Facebook
10 3 (1.00%) Google
10 3 (1.00%) Sony
10 3 (1.00%) Yahoo!
11 2 (0.67%) Teradata
12 1 (0.33%) IDERA
12 1 (0.33%) Logi Analytics
12 1 (0.33%) Nintex
12 1 (0.33%) Xamarin