Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
Central London > City of London
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 308 303 276
Rank change year-on-year -5 -27 +41
Permanent jobs citing MDX 23 26 84
As % of all permanent IT jobs advertised in the City of London 0.22% 0.25% 0.74%
As % of the Libraries, Frameworks & Software Standards category 0.50% 0.63% 1.81%
Number of salaries quoted 23 24 83
City of London median annual salary £50,000 £55,000 £57,500
Median salary % change year-on-year -9.09% -4.35% -
10th Percentile £39,125 £37,250 £43,750
90th Percentile £94,000 £73,750 £94,750
Central London median annual salary £50,000 £55,000 £57,500
% change year-on-year -9.09% -4.35% -

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 the City of London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
City of London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,622 4,115 4,646
As % of all permanent IT jobs advertised in the City of London 43.33% 39.72% 40.75%
Number of salaries quoted 4,224 3,734 4,269
City of London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £42,500 £40,000 £38,500
90th Percentile £93,750 £91,250 £88,750
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

MDX
Job Vacancy Trend in the City of London

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

Job vacancy trend for MDX in the City of London

MDX
Salary Trend in the City of London

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

Salary trend for MDX in the City of London

MDX
Salary Histogram in the City of London

The salary distribution of IT jobs citing MDX in the City of London over the 6 months to 12 December 2018.

Salary histogram for MDX in the City of London

For the 6 months to 12 December 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 City of London region with a requirement for MDX.

1 23 (100.00%) SQL Server
1 23 (100.00%) Business Intelligence
2 19 (82.61%) Power BI
3 18 (78.26%) SQL Server Integration Services
4 17 (73.91%) Microsoft
4 17 (73.91%) Data Warehouse
5 15 (65.22%) SQL
5 15 (65.22%) T-SQL
5 15 (65.22%) SQL Server Analysis Services
6 14 (60.87%) Data Analysis Expressions (DAX)
6 14 (60.87%) SQL Server Reporting Services
7 8 (34.78%) ETL
8 7 (30.43%) Finance
9 6 (26.09%) Microsoft Azure
9 6 (26.09%) Tableau
9 6 (26.09%) SQL Server 2016
10 5 (21.74%) Reinsurance
10 5 (21.74%) Kimball Methodology
10 5 (21.74%) Retail
10 5 (21.74%) Data Modelling
10 5 (21.74%) C#
10 5 (21.74%) Visual Studio
10 5 (21.74%) Microsoft Excel
11 4 (17.39%) OLAP
11 4 (17.39%) QlikView
11 4 (17.39%) Decision-Making
11 4 (17.39%) Analytical Skills
12 3 (13.04%) Microsoft Power View
12 3 (13.04%) ETL Development
12 3 (13.04%) Windows Server

MDX
Co-occurring IT Skills in the City of 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 1 (4.35%) IIS
Applications
1 5 (21.74%) Microsoft Excel
Business Applications
1 2 (8.70%) Cognos Business Intelligence
1 2 (8.70%) Cognos TM1
Cloud Services
1 6 (26.09%) Microsoft Azure
2 1 (4.35%) Azure Data Factory
Database & Business Intelligence
1 23 (100.00%) SQL Server
2 19 (82.61%) Power BI
3 18 (78.26%) SQL Server Integration Services
4 17 (73.91%) Data Warehouse
5 15 (65.22%) SQL Server Analysis Services
6 14 (60.87%) SQL Server Reporting Services
7 6 (26.09%) SQL Server 2016
8 4 (17.39%) OLAP
8 4 (17.39%) QlikView
9 3 (13.04%) Microsoft Power View
9 3 (13.04%) PowerPivot
9 3 (13.04%) SQL Server 2012
10 2 (8.70%) Enterprise Data Warehouse
11 1 (4.35%) Azure SQL Database
11 1 (4.35%) Big Data
11 1 (4.35%) Data Lake
11 1 (4.35%) Hadoop
11 1 (4.35%) Microsoft Analysis Services
11 1 (4.35%) Star Schema
Development Applications
1 5 (21.74%) Visual Studio
2 1 (4.35%) Git (software)
2 1 (4.35%) Jenkins
2 1 (4.35%) TeamCity
2 1 (4.35%) Visual Studio Team System
General
1 7 (30.43%) Finance
2 5 (21.74%) Retail
3 1 (4.35%) Marketing
Job Titles
1 18 (78.26%) Developer
2 13 (56.52%) Business Intelligence Developer
3 6 (26.09%) SQL Developer
4 5 (21.74%) SQL BI Developer
4 5 (21.74%) SQL Server Developer
4 5 (21.74%) SSIS Developer
5 4 (17.39%) Analyst
5 4 (17.39%) SQL Server BI Developer
5 4 (17.39%) SSAS Developer
6 3 (13.04%) Business Developer
6 3 (13.04%) Business Intelligence Lead
6 3 (13.04%) Business Intelligence Specialist
6 3 (13.04%) Data Warehouse Specialist
6 3 (13.04%) Power BI Developer
6 3 (13.04%) SQL Server Specialist
6 3 (13.04%) Team Leader
7 2 (8.70%) Microsoft BI Developer
7 2 (8.70%) TM1 Analyst
7 2 (8.70%) TM1 Developer
7 2 (8.70%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (4.35%) .NET
1 1 (4.35%) ASP.NET
1 1 (4.35%) ASP.NET MVC
1 1 (4.35%) jQuery
1 1 (4.35%) LINQ
1 1 (4.35%) RESTful
1 1 (4.35%) Web Services
1 1 (4.35%) WSDL
1 1 (4.35%) XML
1 1 (4.35%) XSD
Miscellaneous
1 5 (21.74%) Reinsurance
2 4 (17.39%) Analytical Skills
3 3 (13.04%) Replication
4 1 (4.35%) Fintech
4 1 (4.35%) Virtual Team
Operating Systems
1 3 (13.04%) Windows
1 3 (13.04%) Windows Server
1 3 (13.04%) Windows Server 2012
Processes & Methodologies
1 23 (100.00%) Business Intelligence
2 8 (34.78%) ETL
3 5 (21.74%) Data Modelling
3 5 (21.74%) Kimball Methodology
4 4 (17.39%) Decision-Making
5 3 (13.04%) Agile Software Development
5 3 (13.04%) Business Continuity
5 3 (13.04%) Change Management
5 3 (13.04%) Data Analysis
5 3 (13.04%) Disaster Recovery
5 3 (13.04%) ETL Development
5 3 (13.04%) High Availability
5 3 (13.04%) IT Strategy
5 3 (13.04%) Performance Tuning
5 3 (13.04%) Release Management
6 2 (8.70%) Data Visualisation
6 2 (8.70%) Dimensional Modelling
6 2 (8.70%) Market Research
6 2 (8.70%) Validation
6 2 (8.70%) Visualisation
Programming Languages
1 15 (65.22%) SQL
1 15 (65.22%) T-SQL
2 14 (60.87%) Data Analysis Expressions (DAX)
3 5 (21.74%) C#
4 2 (8.70%) PowerShell
4 2 (8.70%) VBA
5 1 (4.35%) JavaScript
5 1 (4.35%) Shell Script
Quality Assurance & Compliance
1 1 (4.35%) QA
Vendors
1 17 (73.91%) Microsoft
2 6 (26.09%) Tableau
3 2 (8.70%) Cognos
3 2 (8.70%) IBM