Period
to 19 June 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 19 June 2018 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
Central London > City of London
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 306 254 265
Rank change year-on-year -52 +11 +114
Permanent jobs citing MDX 41 75 125
As % of all permanent IT jobs advertised in the City of London 0.37% 0.74% 0.93%
As % of the Libraries, Frameworks & Software Standards category 0.90% 1.94% 2.32%
Number of salaries quoted 37 72 124
City of London median annual salary £60,000 £52,500 £55,000
Median salary % change year-on-year +14.29% -4.55% -2.22%
10th Percentile £42,500 £42,500 £42,500
90th Percentile £87,250 £61,250 £74,625
Central London median annual salary £60,000 £52,500 £55,000
% change year-on-year +14.29% -4.55% -

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 4,562 3,874 5,396
As % of all permanent IT jobs advertised in the City of London 41.35% 38.24% 40.32%
Number of salaries quoted 4,031 3,468 4,832
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £41,250 £37,500 £37,500
90th Percentile £94,250 £90,375 £85,000
Central London median annual salary £64,250 £60,000 £57,500
% change year-on-year +7.08% +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 19 June 2018.

Salary histogram for MDX in the City of London

For the 6 months to 19 June 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 33 (80.49%) ETL
1 33 (80.49%) Business Intelligence
2 31 (75.61%) SQL Server
3 29 (70.73%) Data Warehouse
3 29 (70.73%) Power BI
4 28 (68.29%) SQL
5 25 (60.98%) SQL Server Integration Services
6 24 (58.54%) OLAP
7 23 (56.10%) SQL Server Analysis Services
8 19 (46.34%) Microsoft
8 19 (46.34%) Problem-Solving
9 16 (39.02%) SQL Server Reporting Services
10 15 (36.59%) Finance
11 13 (31.71%) Microsoft Azure
11 13 (31.71%) Analytics
12 12 (29.27%) Tableau
12 12 (29.27%) Fintech
13 11 (26.83%) OLAP Cube
13 11 (26.83%) Kimball Methodology
13 11 (26.83%) Data Modelling
13 11 (26.83%) T-SQL
14 10 (24.39%) Data Analysis Expressions (DAX)
14 10 (24.39%) Performance Tuning
14 10 (24.39%) PowerShell
15 9 (21.95%) Visual Studio
16 8 (19.51%) VBA
16 8 (19.51%) Star Schema
16 8 (19.51%) Virtual Team
17 7 (17.07%) Data Strategy
17 7 (17.07%) Reinsurance

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 (7.32%) IIS
2 2 (4.88%) SharePoint
Applications
1 5 (12.20%) Microsoft Excel
Business Applications
1 3 (7.32%) Cognos Business Intelligence
1 3 (7.32%) Cognos TM1
Cloud Services
1 13 (31.71%) Microsoft Azure
2 1 (2.44%) Azure Data Factory
Database & Business Intelligence
1 31 (75.61%) SQL Server
2 29 (70.73%) Data Warehouse
2 29 (70.73%) Power BI
3 25 (60.98%) SQL Server Integration Services
4 24 (58.54%) OLAP
5 23 (56.10%) SQL Server Analysis Services
6 16 (39.02%) SQL Server Reporting Services
7 11 (26.83%) OLAP Cube
8 8 (19.51%) Star Schema
9 7 (17.07%) Azure SQL Database
9 7 (17.07%) OLTP
9 7 (17.07%) Snowflake Schema
9 7 (17.07%) SQL Server 2012
10 6 (14.63%) PowerPivot
11 5 (12.20%) Big Data
12 4 (9.76%) SQL Server 2016
13 3 (7.32%) Microsoft Analysis Services
13 3 (7.32%) NoSQL
14 2 (4.88%) Data Mining
14 2 (4.88%) SQL Server 2008
Development Applications
1 9 (21.95%) Visual Studio
2 4 (9.76%) Eclipse
2 4 (9.76%) JUnit
2 4 (9.76%) Maven
3 3 (7.32%) Git (software)
3 3 (7.32%) Jenkins
3 3 (7.32%) TeamCity
3 3 (7.32%) Visual Studio Team System
4 2 (4.88%) Team Foundation Server
5 1 (2.44%) Subversion
General
1 15 (36.59%) Finance
2 1 (2.44%) Advertising
2 1 (2.44%) Marketing
Job Titles
1 25 (60.98%) Developer
2 14 (34.15%) Business Intelligence Developer
3 11 (26.83%) SSAS Developer
4 10 (24.39%) ETL Developer
4 10 (24.39%) OLAP Developer
4 10 (24.39%) SQL Developer
4 10 (24.39%) SQL Server Developer
4 10 (24.39%) SSIS Developer
4 10 (24.39%) SSRS Developer
5 7 (17.07%) Architect
5 7 (17.07%) Data Architect
5 7 (17.07%) SQL BI Developer
5 7 (17.07%) SQL Server BI Developer
5 7 (17.07%) T-SQL Developer
6 6 (14.63%) Analyst
7 5 (12.20%) Analyst Developer
7 5 (12.20%) Coordinator
8 4 (9.76%) Java Developer
8 4 (9.76%) Java Developer - Fintech
9 3 (7.32%) ASP.NET MVC Developer
Libraries, Frameworks & Software Standards
1 7 (17.07%) REST
1 7 (17.07%) SOAP
2 4 (9.76%) .NET
2 4 (9.76%) Spring
3 3 (7.32%) ASP.NET
3 3 (7.32%) ASP.NET MVC
3 3 (7.32%) jQuery
3 3 (7.32%) LINQ
3 3 (7.32%) RESTful
3 3 (7.32%) Web Services
3 3 (7.32%) WSDL
3 3 (7.32%) XML
3 3 (7.32%) XSD
Miscellaneous
1 12 (29.27%) Fintech
2 8 (19.51%) Virtual Team
3 7 (17.07%) Analytical Skills
3 7 (17.07%) Reinsurance
4 2 (4.88%) Greenfield Project
4 2 (4.88%) Self-Motivation
5 1 (2.44%) Computer Science
5 1 (2.44%) Hedge funds
5 1 (2.44%) Management Information System
5 1 (2.44%) Replication
Operating Systems
1 1 (2.44%) Windows
1 1 (2.44%) Windows Server
1 1 (2.44%) Windows Server 2012
Processes & Methodologies
1 33 (80.49%) Business Intelligence
1 33 (80.49%) ETL
2 19 (46.34%) Problem-Solving
3 13 (31.71%) Analytics
4 11 (26.83%) Data Modelling
4 11 (26.83%) Kimball Methodology
5 10 (24.39%) Performance Tuning
6 7 (17.07%) Data Strategy
6 7 (17.07%) SQL Optimisation
6 7 (17.07%) Visualisation
7 6 (14.63%) Agile Software Development
7 6 (14.63%) Change Management
7 6 (14.63%) Mentoring
8 5 (12.20%) Business Analysis
8 5 (12.20%) Continuous Improvement
8 5 (12.20%) Decision-Making
8 5 (12.20%) Master Data Management
8 5 (12.20%) Open Source
8 5 (12.20%) Six Sigma
8 5 (12.20%) Validation
Programming Languages
1 28 (68.29%) SQL
2 11 (26.83%) T-SQL
3 10 (24.39%) Data Analysis Expressions (DAX)
3 10 (24.39%) PowerShell
4 8 (19.51%) VBA
5 5 (12.20%) C#
6 4 (9.76%) Java
7 3 (7.32%) JavaScript
7 3 (7.32%) Shell Script
8 1 (2.44%) R
8 1 (2.44%) VB
Qualifications
1 7 (17.07%) Degree
Quality Assurance & Compliance
1 5 (12.20%) Data Quality
Vendors
1 19 (46.34%) Microsoft
2 12 (29.27%) Tableau
3 3 (7.32%) Cognos
3 3 (7.32%) IBM
4 1 (2.44%) Oracle