Period
to 18 September 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
Central London > City of London
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 323 266 275
Rank change year-on-year -57 +9 +82
Permanent jobs citing MDX 29 60 89
As % of all permanent IT jobs advertised in the City of London 0.26% 0.59% 0.72%
As % of the Libraries, Frameworks & Software Standards category 0.61% 1.50% 1.73%
Number of salaries quoted 28 55 87
City of London median annual salary £57,500 £55,000 £57,500
Median salary % change year-on-year +4.55% -4.35% -
10th Percentile £41,750 £38,800 £42,500
90th Percentile £100,000 £68,750 £76,250
Central London median annual salary £55,000 £55,000 £57,500
% change year-on-year - -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 4,784 4,006 5,140
As % of all permanent IT jobs advertised in the City of London 43.37% 39.50% 41.56%
Number of salaries quoted 4,341 3,593 4,699
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £41,250 £40,000 £37,500
90th Percentile £93,750 £90,000 £85,000
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 18 September 2018.

Salary histogram for MDX in the City of London

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 City of London region with a requirement for MDX.

1 28 (96.55%) Business Intelligence
2 23 (79.31%) SQL Server
3 21 (72.41%) ETL
4 20 (68.97%) SQL
4 20 (68.97%) Power BI
5 17 (58.62%) Data Warehouse
6 16 (55.17%) Finance
6 16 (55.17%) Data Analysis Expressions (DAX)
7 14 (48.28%) Microsoft
7 14 (48.28%) SQL Server Integration Services
8 13 (44.83%) Visual Studio
9 11 (37.93%) T-SQL
9 11 (37.93%) Reinsurance
10 9 (31.03%) C#
10 9 (31.03%) VBA
10 9 (31.03%) Change Management
10 9 (31.03%) SQL Server Reporting Services
10 9 (31.03%) Microsoft Azure
11 8 (27.59%) SQL Server 2012
11 8 (27.59%) SQL Server Analysis Services
11 8 (27.59%) OLAP
11 8 (27.59%) Microsoft Excel
11 8 (27.59%) Problem-Solving
12 7 (24.14%) SQL Server 2016
12 7 (24.14%) Data Modelling
12 7 (24.14%) Validation
12 7 (24.14%) Degree
13 6 (20.69%) PowerPivot
13 6 (20.69%) Agile Software Development
14 5 (17.24%) Six Sigma

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 3 (10.34%) IIS
2 1 (3.45%) SharePoint
Applications
1 8 (27.59%) Microsoft Excel
Business Applications
1 4 (13.79%) Cognos Business Intelligence
1 4 (13.79%) Cognos TM1
Cloud Services
1 9 (31.03%) Microsoft Azure
2 1 (3.45%) Azure Data Factory
Database & Business Intelligence
1 23 (79.31%) SQL Server
2 20 (68.97%) Power BI
3 17 (58.62%) Data Warehouse
4 14 (48.28%) SQL Server Integration Services
5 9 (31.03%) SQL Server Reporting Services
6 8 (27.59%) OLAP
6 8 (27.59%) SQL Server 2012
6 8 (27.59%) SQL Server Analysis Services
7 7 (24.14%) SQL Server 2016
8 6 (20.69%) PowerPivot
9 4 (13.79%) Microsoft Power View
10 3 (10.34%) Microsoft Analysis Services
11 2 (6.90%) Big Data
11 2 (6.90%) Data Mining
11 2 (6.90%) Enterprise Data Warehouse
11 2 (6.90%) OLAP Cube
12 1 (3.45%) Data Lake
12 1 (3.45%) Relational Database
12 1 (3.45%) SQL Server 2014
12 1 (3.45%) Star Schema
Development Applications
1 13 (44.83%) Visual Studio
2 3 (10.34%) Git (software)
2 3 (10.34%) Jenkins
2 3 (10.34%) TeamCity
2 3 (10.34%) Visual Studio Team System
3 2 (6.90%) Team Foundation Server
4 1 (3.45%) Eclipse
4 1 (3.45%) JUnit
4 1 (3.45%) Maven
4 1 (3.45%) Subversion
General
1 16 (55.17%) Finance
2 2 (6.90%) Marketing
3 1 (3.45%) Advertising
Job Titles
1 15 (51.72%) Developer
2 8 (27.59%) Analyst
3 6 (20.69%) Business Intelligence Developer
4 5 (17.24%) Analyst Developer
4 5 (17.24%) Coordinator
4 5 (17.24%) SQL Developer
5 4 (13.79%) Business Intelligence Lead
5 4 (13.79%) Financial Analyst
5 4 (13.79%) Service Analyst
5 4 (13.79%) SQL Server Developer
5 4 (13.79%) Team Leader
5 4 (13.79%) TM1 Analyst
5 4 (13.79%) TM1 Developer
6 3 (10.34%) .NET Applications Developer
6 3 (10.34%) .NET Developer
6 3 (10.34%) ASP.NET MVC Developer
6 3 (10.34%) Business Intelligence Specialist
6 3 (10.34%) Microsoft BI Developer
6 3 (10.34%) Microsoft Developer
6 3 (10.34%) SQL Server Specialist
Libraries, Frameworks & Software Standards
1 4 (13.79%) .NET
2 3 (10.34%) ASP.NET
2 3 (10.34%) ASP.NET MVC
2 3 (10.34%) jQuery
2 3 (10.34%) LINQ
2 3 (10.34%) RESTful
2 3 (10.34%) Web Services
2 3 (10.34%) WSDL
2 3 (10.34%) XML
2 3 (10.34%) XSD
3 1 (3.45%) Spring
Miscellaneous
1 11 (37.93%) Reinsurance
2 4 (13.79%) Replication
3 3 (10.34%) Analytical Skills
4 2 (6.90%) Fintech
4 2 (6.90%) Greenfield Project
4 2 (6.90%) Self-Motivation
5 1 (3.45%) Computer Science
5 1 (3.45%) Management Information System
5 1 (3.45%) Virtual Team
Operating Systems
1 4 (13.79%) Windows
1 4 (13.79%) Windows Server
1 4 (13.79%) Windows Server 2012
Processes & Methodologies
1 28 (96.55%) Business Intelligence
2 21 (72.41%) ETL
3 9 (31.03%) Change Management
4 8 (27.59%) Problem-Solving
5 7 (24.14%) Data Modelling
5 7 (24.14%) Validation
6 6 (20.69%) Agile Software Development
7 5 (17.24%) Business Analysis
7 5 (17.24%) Continuous Improvement
7 5 (17.24%) Data Analysis
7 5 (17.24%) Data Governance
7 5 (17.24%) Decision-Making
7 5 (17.24%) ETL Development
7 5 (17.24%) Kimball Methodology
7 5 (17.24%) Master Data Management
7 5 (17.24%) Open Source
7 5 (17.24%) Six Sigma
7 5 (17.24%) Visualisation
8 4 (13.79%) IT Strategy
8 4 (13.79%) Performance Tuning
Programming Languages
1 20 (68.97%) SQL
2 16 (55.17%) Data Analysis Expressions (DAX)
3 11 (37.93%) T-SQL
4 9 (31.03%) C#
4 9 (31.03%) VBA
5 4 (13.79%) PowerShell
6 3 (10.34%) JavaScript
6 3 (10.34%) Shell Script
7 1 (3.45%) Java
7 1 (3.45%) VB
Qualifications
1 7 (24.14%) Degree
Quality Assurance & Compliance
1 5 (17.24%) Data Quality
Vendors
1 14 (48.28%) Microsoft
2 4 (13.79%) Cognos
2 4 (13.79%) IBM
2 4 (13.79%) Tableau