Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft SQL Server Analysis Services (SSAS)
East of England > Hertfordshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 159 155 128
Rank change year-on-year -4 -27 +57
Permanent jobs citing SQL Server Analysis Services 55 60 115
As % of all permanent IT jobs advertised in Hertfordshire 1.25% 1.35% 2.13%
As % of the Database & Business Intelligence category 4.35% 5.08% 7.30%
Number of salaries quoted 46 60 104
Hertfordshire median annual salary £48,750 £52,500 £45,000
Median salary % change year-on-year -7.14% +16.67% -
10th Percentile £29,750 £36,250 £22,500
90th Percentile £56,875 £57,500 £57,500
East of England median annual salary £42,500 £50,000 £45,000
% change year-on-year -15.00% +11.11% -

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 Hertfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Hertfordshire
Permanent vacancies with a requirement for database or business intelligence skills 1265 1180 1576
As % of all permanent IT jobs advertised in Hertfordshire 28.76% 26.64% 29.22%
Number of salaries quoted 1105 995 1350
Hertfordshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £31,250 £29,500 £26,475
90th Percentile £68,750 £70,000 £68,750
East of England median annual salary £45,000 £45,000 £45,000

SQL Server Analysis Services
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for SQL Server Analysis Services in Hertfordshire

SQL Server Analysis Services
Salary Trend in Hertfordshire

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

Salary trend for SQL Server Analysis Services in Hertfordshire

SQL Server Analysis Services
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing SQL Server Analysis Services in Hertfordshire over the 6 months to 20 November 2017.

Salary histogram for SQL Server Analysis Services in Hertfordshire

SQL Server Analysis Services
Job Locations in Hertfordshire

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 Hertfordshire region over the 6 months to 20 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
Watford -4 25 £55,000 - 1
Hatfield +10 6 £42,500 +28.79%
St Albans +8 6 £31,500 -40.57%
Hemel Hempstead -8 4 £50,000 +5.26% 1
Borehamwood -17 4 £45,000 - 3
Welwyn Garden City - 4 £43,750 -
Knebworth - 1 £50,000 -
SQL Server Analysis Services
East of England

For the 6 months to 20 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 Hertfordshire region with a requirement for SQL Server Analysis Services.

1 49 (89.09%) SQL Server Integration Services
2 45 (81.82%) SQL
2 45 (81.82%) SQL Server
3 39 (70.91%) Business Intelligence
3 39 (70.91%) T-SQL
3 39 (70.91%) ETL
4 35 (63.64%) Microsoft
5 34 (61.82%) Data Warehouse
6 31 (56.36%) SQL Server Reporting Services
7 28 (50.91%) SQL Server 2012
8 25 (45.45%) .NET
9 24 (43.64%) Kimball Methodology
10 20 (36.36%) MDX
11 19 (34.55%) PowerShell
12 18 (32.73%) Data Modelling
12 18 (32.73%) Power BI
13 17 (30.91%) ETL Development
13 17 (30.91%) Performance Tuning
13 17 (30.91%) Cognos
13 17 (30.91%) Web Services
13 17 (30.91%) MS Access
13 17 (30.91%) VBA
13 17 (30.91%) Team Foundation Server
14 16 (29.09%) Database Tuning
14 16 (29.09%) Unit Testing
14 16 (29.09%) REST
14 16 (29.09%) SOAP
14 16 (29.09%) IBM
14 16 (29.09%) SQL Server 2014
14 16 (29.09%) SQL Server 2016

SQL Server Analysis Services
Co-occurring IT Skills in Hertfordshire 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 7 (12.73%) SAS
2 1 (1.82%) SharePoint
Applications
1 6 (10.91%) SPSS
1 6 (10.91%) Stata
2 5 (9.09%) Microsoft Excel
Business Applications
1 3 (5.45%) Dynamics CRM
Cloud Services
1 2 (3.64%) Microsoft Azure
2 1 (1.82%) Google Analytics
2 1 (1.82%) SaaS
Communications & Networking
1 14 (25.45%) DNS
1 14 (25.45%) Firewall
Database & Business Intelligence
1 49 (89.09%) SQL Server Integration Services
2 45 (81.82%) SQL Server
3 34 (61.82%) Data Warehouse
4 31 (56.36%) SQL Server Reporting Services
5 28 (50.91%) SQL Server 2012
6 18 (32.73%) Power BI
7 17 (30.91%) MS Access
8 16 (29.09%) SQL Server 2014
8 16 (29.09%) SQL Server 2016
9 14 (25.45%) SAP Data Services
10 9 (16.36%) SAP BW
11 8 (14.55%) SQL Server 2008
12 7 (12.73%) OLAP
12 7 (12.73%) QlikView
13 4 (7.27%) Big Data
13 4 (7.27%) Microsoft Analysis Services
13 4 (7.27%) RDBMS
13 4 (7.27%) Relational Database
13 4 (7.27%) Star Schema
14 3 (5.45%) OLAP Cube
Development Applications
1 17 (30.91%) Team Foundation Server
2 8 (14.55%) SQL Server Management Studio (SSMS)
3 5 (9.09%) Visual Studio
4 2 (3.64%) Git (software)
4 2 (3.64%) git-flow
4 2 (3.64%) JIRA
4 2 (3.64%) Selenium
4 2 (3.64%) SpecFlow
4 2 (3.64%) TeamCity
4 2 (3.64%) TestComplete
5 1 (1.82%) Log4Net
General
1 7 (12.73%) Advertising
2 5 (9.09%) Finance
3 2 (3.64%) Legal
3 2 (3.64%) Retail
Job Titles
1 43 (78.18%) Developer
2 30 (54.55%) Business Intelligence Developer
3 12 (21.82%) SQL Developer
4 8 (14.55%) Analyst
5 6 (10.91%) Business Developer
5 6 (10.91%) Data Warehouse Developer
5 6 (10.91%) DBA
5 6 (10.91%) Research Analyst
5 6 (10.91%) SQL DBA
6 5 (9.09%) Microsoft BI Developer
6 5 (9.09%) SPSS Analyst
6 5 (9.09%) Statistical Analyst
7 4 (7.27%) Microsoft Developer
7 4 (7.27%) SQL BI Developer
7 4 (7.27%) SSIS Developer
8 3 (5.45%) SQL Server Developer
8 3 (5.45%) SSAS Developer
8 3 (5.45%) SSRS Developer
9 2 (3.64%) QA Tester
9 2 (3.64%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 25 (45.45%) .NET
2 20 (36.36%) MDX
3 17 (30.91%) Web Services
4 16 (29.09%) REST
4 16 (29.09%) SOAP
5 2 (3.64%) .NET Framework
5 2 (3.64%) ASP.NET
5 2 (3.64%) WPF
5 2 (3.64%) XML
6 1 (1.82%) ADO.NET
6 1 (1.82%) Ajax
6 1 (1.82%) ASP.NET MVC
6 1 (1.82%) CSS
6 1 (1.82%) CSS3
6 1 (1.82%) Entity Framework
6 1 (1.82%) HTML
6 1 (1.82%) HTML5
6 1 (1.82%) jQuery
6 1 (1.82%) Twitter Bootstrap
6 1 (1.82%) WCF
Miscellaneous
1 4 (7.27%) Analytical Skills
2 2 (3.64%) Greenfield Project
3 1 (1.82%) Clustering
3 1 (1.82%) Computer Science
3 1 (1.82%) Enterprise Software
3 1 (1.82%) iPad
3 1 (1.82%) Management Information System
Operating Systems
1 3 (5.45%) Windows
1 3 (5.45%) Windows Server
Processes & Methodologies
1 39 (70.91%) Business Intelligence
1 39 (70.91%) ETL
2 24 (43.64%) Kimball Methodology
3 18 (32.73%) Data Modelling
4 17 (30.91%) ETL Development
4 17 (30.91%) Performance Tuning
5 16 (29.09%) Database Tuning
5 16 (29.09%) Inmon Methodology
5 16 (29.09%) Unit Testing
6 6 (10.91%) Dimensional Modelling
6 6 (10.91%) Statistical Analysis
7 5 (9.09%) Agile Software Development
7 5 (9.09%) CRM
8 4 (7.27%) Data Protection
8 4 (7.27%) Time Management
9 3 (5.45%) Analytics
9 3 (5.45%) Collaborative Working
9 3 (5.45%) Data Integration
9 3 (5.45%) Data Migration
9 3 (5.45%) Migration
Programming Languages
1 45 (81.82%) SQL
2 39 (70.91%) T-SQL
3 19 (34.55%) PowerShell
4 17 (30.91%) VBA
5 6 (10.91%) C#
5 6 (10.91%) R
6 2 (3.64%) VB
6 2 (3.64%) VB.NET
7 1 (1.82%) Data Analysis Expressions (DAX)
7 1 (1.82%) JavaScript
7 1 (1.82%) TypeScript
7 1 (1.82%) VB6
7 1 (1.82%) VBScript
Qualifications
1 6 (10.91%) PhD
2 1 (1.82%) Degree
Quality Assurance & Compliance
1 3 (5.45%) QA
Vendors
1 35 (63.64%) Microsoft
2 17 (30.91%) Cognos
3 16 (29.09%) IBM
4 11 (20.00%) SAP
5 3 (5.45%) RedGate
6 2 (3.64%) Google
7 1 (1.82%) Oracle
7 1 (1.82%) Tableau
7 1 (1.82%) Telerik
7 1 (1.82%) Twitter