Period
to 21 February 2018

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 21 February 2018 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
21 Feb 2018
Same period 2017 Same period 2016
Rank 159 163 144
Rank change year-on-year +4 -19 +31
Permanent jobs citing SQL Server Analysis Services 68 57 90
As % of all permanent IT jobs advertised in Hertfordshire 1.40% 1.25% 1.77%
As % of the Database & Business Intelligence category 4.95% 4.55% 6.19%
Number of salaries quoted 60 56 83
Hertfordshire median annual salary £55,000 £52,500 £45,000
Median salary % change year-on-year +4.76% +16.67% -5.26%
10th Percentile £32,500 £39,375 £22,500
90th Percentile £57,750 £58,750 £60,000
East of England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -5.26%

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 1,375 1,253 1,454
As % of all permanent IT jobs advertised in Hertfordshire 28.26% 27.39% 28.59%
Number of salaries quoted 1,173 1,042 1,225
Hertfordshire median annual salary £50,000 £50,000 £46,500
Median salary % change year-on-year - +7.53% +3.33%
10th Percentile £31,250 £31,250 £26,750
90th Percentile £68,750 £72,500 £68,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 21 February 2018.

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 21 February 2018. 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 +12 26 £55,000 -
Hemel Hempstead -4 17 £55,000 +15.79% 5
Borehamwood -4 7 £50,000 -4.76%
Welwyn Garden City - 4 £43,750 -
Hatfield - 3 £60,000 - 1
St Albans - 3 £31,500 -
Knebworth - 1 £50,000 -
SQL Server Analysis Services
East of England

For the 6 months to 21 February 2018, 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 Hertfordshire region with a requirement for SQL Server Analysis Services.

1 63 (92.65%) SQL Server Integration Services
2 59 (86.76%) SQL
2 59 (86.76%) SQL Server
3 50 (73.53%) Business Intelligence
4 48 (70.59%) Microsoft
5 44 (64.71%) T-SQL
6 43 (63.24%) Data Warehouse
7 42 (61.76%) ETL
8 41 (60.29%) SQL Server Reporting Services
9 28 (41.18%) Kimball Methodology
10 27 (39.71%) Power BI
10 27 (39.71%) .NET
11 26 (38.24%) PowerShell
12 24 (35.29%) Performance Tuning
12 24 (35.29%) SQL Server 2012
13 23 (33.82%) Data Modelling
14 22 (32.35%) Cognos
15 21 (30.88%) Web Services
15 21 (30.88%) MS Access
15 21 (30.88%) VBA
15 21 (30.88%) IBM
15 21 (30.88%) Team Foundation Server
15 21 (30.88%) MDX
15 21 (30.88%) ETL Development
16 20 (29.41%) SQL Server 2014
16 20 (29.41%) SQL Server 2016
16 20 (29.41%) Inmon Methodology
16 20 (29.41%) REST
16 20 (29.41%) Database Tuning
16 20 (29.41%) Unit Testing

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 4 (5.88%) SAS
2 1 (1.47%) SharePoint
Applications
1 9 (13.24%) Microsoft Excel
2 3 (4.41%) SPSS
2 3 (4.41%) Stata
3 2 (2.94%) Microsoft Office
Cloud Services
1 4 (5.88%) Microsoft Azure
2 3 (4.41%) Amazon AWS
3 1 (1.47%) SaaS
Communications & Networking
1 17 (25.00%) DNS
1 17 (25.00%) Firewall
2 1 (1.47%) Network Security
Database & Business Intelligence
1 63 (92.65%) SQL Server Integration Services
2 59 (86.76%) SQL Server
3 43 (63.24%) Data Warehouse
4 41 (60.29%) SQL Server Reporting Services
5 27 (39.71%) Power BI
6 24 (35.29%) SQL Server 2012
7 21 (30.88%) MS Access
8 20 (29.41%) SQL Server 2014
8 20 (29.41%) SQL Server 2016
9 17 (25.00%) SAP Data Services
10 12 (17.65%) SAP BW
11 11 (16.18%) SQL Server 2008
12 7 (10.29%) Microsoft Analysis Services
13 5 (7.35%) OLAP
13 5 (7.35%) Snowflake Schema
13 5 (7.35%) Star Schema
14 4 (5.88%) OLTP
14 4 (5.88%) Oracle Database
14 4 (5.88%) Oracle OLAP
15 3 (4.41%) Amazon Redshift
Development Applications
1 21 (30.88%) Team Foundation Server
2 14 (20.59%) SQL Server Management Studio (SSMS)
3 3 (4.41%) JIRA
3 3 (4.41%) Visual Studio
4 2 (2.94%) Git (software)
4 2 (2.94%) git-flow
4 2 (2.94%) Selenium
4 2 (2.94%) SpecFlow
4 2 (2.94%) TeamCity
4 2 (2.94%) TestComplete
5 1 (1.47%) Log4Net
General
1 13 (19.12%) Advertising
2 8 (11.76%) Finance
3 4 (5.88%) Legal
4 2 (2.94%) Retail
Job Titles
1 42 (61.76%) Developer
2 34 (50.00%) Business Intelligence Developer
3 14 (20.59%) DBA
3 14 (20.59%) SQL DBA
4 9 (13.24%) Administrator
4 9 (13.24%) Microsoft BI Developer
5 8 (11.76%) Analyst
6 7 (10.29%) Business Developer
6 7 (10.29%) Microsoft Developer
7 6 (8.82%) SQL Developer
8 5 (7.35%) Data Warehouse Developer
8 5 (7.35%) SQL BI Developer
9 4 (5.88%) ETL Developer
9 4 (5.88%) Lead Developer
9 4 (5.88%) Oracle DBA
9 4 (5.88%) SSIS Developer
10 3 (4.41%) Research Analyst
10 3 (4.41%) SPSS Analyst
10 3 (4.41%) SQL Server BI Developer
10 3 (4.41%) SSAS Developer
Libraries, Frameworks & Software Standards
1 27 (39.71%) .NET
2 21 (30.88%) MDX
2 21 (30.88%) Web Services
3 20 (29.41%) REST
3 20 (29.41%) SOAP
4 5 (7.35%) WPF
5 2 (2.94%) XML
6 1 (1.47%) .NET Framework
6 1 (1.47%) ADO.NET
6 1 (1.47%) Ajax
6 1 (1.47%) AngularJS
6 1 (1.47%) ASP.NET
6 1 (1.47%) ASP.NET MVC
6 1 (1.47%) CSS
6 1 (1.47%) CSS3
6 1 (1.47%) Entity Framework
6 1 (1.47%) HTML
6 1 (1.47%) HTML5
6 1 (1.47%) jQuery
6 1 (1.47%) WCF
Miscellaneous
1 5 (7.35%) Analytical Skills
2 4 (5.88%) Clustering
2 4 (5.88%) Greenfield Project
2 4 (5.88%) Management Information System
3 2 (2.94%) Computer Science
4 1 (1.47%) Enterprise Software
4 1 (1.47%) NHS
Processes & Methodologies
1 50 (73.53%) Business Intelligence
2 42 (61.76%) ETL
3 28 (41.18%) Kimball Methodology
4 24 (35.29%) Performance Tuning
5 23 (33.82%) Data Modelling
6 21 (30.88%) ETL Development
7 20 (29.41%) Database Tuning
7 20 (29.41%) Inmon Methodology
7 20 (29.41%) Unit Testing
8 10 (14.71%) Capacity Planning
8 10 (14.71%) ITIL
8 10 (14.71%) Proactive Monitoring
9 9 (13.24%) Dimensional Modelling
10 6 (8.82%) Data Protection
11 5 (7.35%) Agile Software Development
11 5 (7.35%) SDLC
11 5 (7.35%) Time Management
12 4 (5.88%) Analytics
12 4 (5.88%) Database Optimisation
12 4 (5.88%) KYC
Programming Languages
1 59 (86.76%) SQL
2 44 (64.71%) T-SQL
3 26 (38.24%) PowerShell
4 21 (30.88%) VBA
5 5 (7.35%) C#
6 3 (4.41%) R
7 2 (2.94%) VB
8 1 (1.47%) Data Analysis Expressions (DAX)
8 1 (1.47%) JavaScript
8 1 (1.47%) TypeScript
8 1 (1.47%) VB.NET
8 1 (1.47%) VB6
8 1 (1.47%) VBScript
Qualifications
1 4 (5.88%) Degree
2 3 (4.41%) PhD
3 1 (1.47%) ISEB
3 1 (1.47%) ISTQB
3 1 (1.47%) MCSA
3 1 (1.47%) Microsoft Certification
Quality Assurance & Compliance
1 4 (5.88%) QA
Vendors
1 48 (70.59%) Microsoft
2 22 (32.35%) Cognos
3 21 (30.88%) IBM
4 14 (20.59%) SAP
5 4 (5.88%) Oracle
6 2 (2.94%) Tableau
7 1 (1.47%) Google
7 1 (1.47%) Telerik
7 1 (1.47%) Twitter