Period
to 18 September 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for MDX skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MDX over the 6 months to 18 September 2018 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
England > London
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 652 602 613
Rank change year-on-year -50 +11 -52
Permanent jobs citing MDX 164 251 266
As % of all permanent IT jobs advertised in London 0.24% 0.34% 0.34%
As % of the Libraries, Frameworks & Software Standards category 0.58% 0.85% 0.83%
Number of salaries quoted 142 222 238
London median annual salary £60,000 £57,500 £60,000
Median salary % change year-on-year +4.35% -4.17% +4.35%
10th Percentile £40,000 £42,625 £42,850
90th Percentile £77,500 £75,000 £78,250
England median annual salary £52,500 £55,000 £55,000
% change year-on-year -4.55% - +10.00%

MDX is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 28,427 29,423 31,951
As % of all permanent IT jobs advertised in London 41.26% 39.35% 40.68%
Number of salaries quoted 23,234 23,803 28,191
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £94,100 £90,000 £85,000
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +5.56%

MDX
Job Vacancy Trend in London

Job postings citing MDX as a percentage of all IT jobs advertised in London.

Job vacancy trend for MDX in London

MDX
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MDX in London.

Salary trend for MDX in London

MDX
Salary Histogram in London

The salary distribution of IT jobs citing MDX in London over the 6 months to 18 September 2018.

Salary histogram for MDX in London

MDX
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the London region over the 6 months to 18 September 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
Central London -64 33 £55,000 - 8
West London +9 10 £38,000 -36.67% 1
South London - 9 £55,000 -
East London -20 1 - -
MDX
England

For the 6 months to 18 September 2018, IT jobs citing MDX 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 London region with a requirement for MDX.

1 140 (85.37%) Business Intelligence
2 131 (79.88%) SQL
3 130 (79.27%) SQL Server Integration Services
4 123 (75.00%) SQL Server Analysis Services
4 123 (75.00%) Data Warehouse
5 122 (74.39%) SQL Server
6 112 (68.29%) SQL Server Reporting Services
7 97 (59.15%) Power BI
8 96 (58.54%) Microsoft
9 83 (50.61%) Data Analysis Expressions (DAX)
10 77 (46.95%) ETL
11 75 (45.73%) T-SQL
12 58 (35.37%) Agile Software Development
12 58 (35.37%) Finance
13 56 (34.15%) Microsoft Azure
14 53 (32.32%) OLAP
15 45 (27.44%) Analytics
16 35 (21.34%) Visualisation
17 34 (20.73%) C#
18 31 (18.90%) Azure SQL Database
18 31 (18.90%) SQL Server 2012
19 29 (17.68%) Data Modelling
19 29 (17.68%) Kimball Methodology
19 29 (17.68%) Degree
20 24 (14.63%) Dimensional Modelling
20 24 (14.63%) Microsoft Analysis Services
20 24 (14.63%) Data Lake
20 24 (14.63%) Azure SQL Data Warehouse
21 23 (14.02%) Visual Studio
21 23 (14.02%) Big Data

MDX
Co-occurring IT Skills in London 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 8 (4.88%) Apache Spark
2 6 (3.66%) SharePoint
3 4 (2.44%) Apache
3 4 (2.44%) IIS
4 2 (1.22%) SAS
5 1 (0.61%) Confluence
Applications
1 16 (9.76%) Microsoft Excel
2 2 (1.22%) SPSS
Business Applications
1 12 (7.32%) Dynamics CRM
2 11 (6.71%) Dynamics AX
3 10 (6.10%) Dynamics NAV
4 6 (3.66%) Cognos Business Intelligence
4 6 (3.66%) Cognos TM1
5 1 (0.61%) NetSuite
Cloud Services
1 56 (34.15%) Microsoft Azure
2 19 (11.59%) Azure Data Factory
2 19 (11.59%) Data Lake Analytics
3 17 (10.37%) PaaS
4 13 (7.93%) IaaS
5 4 (2.44%) Office 365
6 3 (1.83%) Amazon AWS
Communications & Networking
1 1 (0.61%) Firewall
1 1 (0.61%) GoToMeeting
1 1 (0.61%) Internet
1 1 (0.61%) Intranet
1 1 (0.61%) SSL
1 1 (0.61%) WebEx
Database & Business Intelligence
1 130 (79.27%) SQL Server Integration Services
2 123 (75.00%) Data Warehouse
2 123 (75.00%) SQL Server Analysis Services
3 122 (74.39%) SQL Server
4 112 (68.29%) SQL Server Reporting Services
5 97 (59.15%) Power BI
6 53 (32.32%) OLAP
7 31 (18.90%) Azure SQL Database
7 31 (18.90%) SQL Server 2012
8 24 (14.63%) Azure SQL Data Warehouse
8 24 (14.63%) Data Lake
8 24 (14.63%) Microsoft Analysis Services
9 23 (14.02%) Big Data
10 18 (10.98%) Relational Database
10 18 (10.98%) SQL Server 2016
11 17 (10.37%) OLAP Cube
12 16 (9.76%) Hadoop
12 16 (9.76%) SQL Server 2014
13 12 (7.32%) PowerPivot
14 11 (6.71%) QlikView
Development Applications
1 23 (14.02%) Visual Studio
2 18 (10.98%) Team Foundation Server
3 13 (7.93%) Git (software)
4 10 (6.10%) JIRA
5 7 (4.27%) tSQLt
6 4 (2.44%) Jenkins
6 4 (2.44%) Subversion
7 3 (1.83%) TeamCity
7 3 (1.83%) Visual Studio Team System
7 3 (1.83%) VSS/SourceSafe
8 2 (1.22%) JUnit
9 1 (0.61%) Artifactory
9 1 (0.61%) Bitbucket
9 1 (0.61%) Cucumber
9 1 (0.61%) Eclipse
9 1 (0.61%) IntelliJ
9 1 (0.61%) Maven
9 1 (0.61%) Mockito
9 1 (0.61%) Selenium
9 1 (0.61%) SonarQube
General
1 58 (35.37%) Finance
2 12 (7.32%) Marketing
3 9 (5.49%) French Language
3 9 (5.49%) German Language
3 9 (5.49%) Retail
3 9 (5.49%) Spanish Language
4 8 (4.88%) Banking
5 4 (2.44%) Advertising
6 3 (1.83%) Legal
7 1 (0.61%) Law
7 1 (0.61%) Retail Banking
Job Titles
1 118 (71.95%) Developer
2 86 (52.44%) Business Intelligence Developer
3 46 (28.05%) SQL Developer
4 39 (23.78%) SSIS Developer
5 33 (20.12%) Senior Developer
6 31 (18.90%) SSAS Developer
7 30 (18.29%) SQL BI Developer
7 30 (18.29%) SQL Server Developer
8 29 (17.68%) Senior Business Intelligence Developer
9 22 (13.41%) SSRS Developer
10 21 (12.80%) Data Warehouse Developer
11 17 (10.37%) SQL Server BI Developer
12 16 (9.76%) Consultant
13 14 (8.54%) Analyst
13 14 (8.54%) Power BI Developer
14 13 (7.93%) Senior SQL Developer
15 12 (7.32%) Data Consultant
16 11 (6.71%) Analyst Developer
16 11 (6.71%) Business Intelligence Lead
16 11 (6.71%) Database Developer
Libraries, Frameworks & Software Standards
1 20 (12.20%) .NET
2 11 (6.71%) Web Services
3 10 (6.10%) RESTful
4 8 (4.88%) XML
5 7 (4.27%) SOAP
6 4 (2.44%) HTML
6 4 (2.44%) HTML5
6 4 (2.44%) Kafka
6 4 (2.44%) Middleware
6 4 (2.44%) REST
7 3 (1.83%) ASP.NET
7 3 (1.83%) ASP.NET MVC
7 3 (1.83%) jQuery
7 3 (1.83%) LINQ
7 3 (1.83%) WSDL
7 3 (1.83%) XSD
8 2 (1.22%) JSON
9 1 (0.61%) React
9 1 (0.61%) Spring
Miscellaneous
1 16 (9.76%) Greenfield Project
2 15 (9.15%) Analytical Skills
3 11 (6.71%) Reinsurance
4 9 (5.49%) Data Centre
5 6 (3.66%) Enterprise Software
6 4 (2.44%) Replication
7 3 (1.83%) Computer Science
7 3 (1.83%) Credit Risk
7 3 (1.83%) Data Structures
7 3 (1.83%) Management Information System
7 3 (1.83%) Self-Motivation
8 2 (1.22%) Fintech
9 1 (0.61%) Data Protection Act
9 1 (0.61%) Market Risk
9 1 (0.61%) Virtual Team
Operating Systems
1 14 (8.54%) Windows
2 13 (7.93%) Windows Server
3 5 (3.05%) Windows Server 2012
4 4 (2.44%) Linux
5 1 (0.61%) Windows Server 2008
Processes & Methodologies
1 140 (85.37%) Business Intelligence
2 77 (46.95%) ETL
3 58 (35.37%) Agile Software Development
4 45 (27.44%) Analytics
5 35 (21.34%) Visualisation
6 29 (17.68%) Data Modelling
6 29 (17.68%) Kimball Methodology
7 24 (14.63%) Dimensional Modelling
8 21 (12.80%) Data Visualisation
9 17 (10.37%) Performance Tuning
9 17 (10.37%) Problem-Solving
10 15 (9.15%) Business Analytics
11 14 (8.54%) Data Governance
11 14 (8.54%) Scrum
12 13 (7.93%) Machine Learning
12 13 (7.93%) Software Engineering
13 12 (7.32%) Change Management
13 12 (7.32%) Continuous Improvement
13 12 (7.32%) CRM
13 12 (7.32%) ETL Development
Programming Languages
1 131 (79.88%) SQL
2 83 (50.61%) Data Analysis Expressions (DAX)
3 75 (45.73%) T-SQL
4 34 (20.73%) C#
5 21 (12.80%) Python
6 17 (10.37%) R
7 15 (9.15%) PowerShell
8 12 (7.32%) VBA
9 11 (6.71%) U-SQL
10 9 (5.49%) Java
11 5 (3.05%) VB.NET
12 4 (2.44%) XMLA
13 3 (1.83%) JavaScript
13 3 (1.83%) PL/SQL
13 3 (1.83%) Shell Script
14 1 (0.61%) VB
Qualifications
1 29 (17.68%) Degree
2 20 (12.20%) Microsoft Certification
3 8 (4.88%) MCSE
4 1 (0.61%) Computer Science Degree
4 1 (0.61%) Master's Degree
Quality Assurance & Compliance
1 6 (3.66%) GDPR
2 5 (3.05%) Data Quality
3 1 (0.61%) QA
System Software
1 2 (1.22%) Active Directory
Systems Management
1 1 (0.61%) Ansible
1 1 (0.61%) HP Fortify
1 1 (0.61%) Single Sign-On
Vendors
1 96 (58.54%) Microsoft
2 18 (10.98%) Tableau
3 9 (5.49%) Oracle
4 6 (3.66%) Cloudera
4 6 (3.66%) Cognos
4 6 (3.66%) Google
5 5 (3.05%) IBM
6 1 (0.61%) Alteryx
6 1 (0.61%) Dundas
6 1 (0.61%) JD Edwards
6 1 (0.61%) MicroStrategy