Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
England > London
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 624 645 617
Rank change year-on-year +21 -28 -67
Permanent jobs citing MDX 179 207 232
As % of all permanent IT jobs advertised in London 0.27% 0.27% 0.30%
As % of the Libraries, Frameworks & Software Standards category 0.65% 0.70% 0.75%
Number of salaries quoted 162 183 214
London median annual salary £57,500 £60,000 £60,000
Median salary % change year-on-year -4.17% - +4.35%
10th Percentile £38,338 £41,250 £41,800
90th Percentile £76,250 £77,500 £88,500
England median annual salary £52,500 £52,500 £55,000
% change year-on-year - -4.55% +4.76%

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 27,477 29,501 30,743
As % of all permanent IT jobs advertised in London 40.88% 38.96% 40.23%
Number of salaries quoted 22,634 24,017 27,095
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 £36,538 £35,000
90th Percentile £95,000 £90,000 £86,250
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 15 November 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 15 November 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 -16 38 £53,750 -2.27% 8
West London +17 13 £40,000 +3.61% 1
South London - 6 £55,000 -
East London -7 1 - - 1
MDX
England

For the 6 months to 15 November 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.

1 153 (85.47%) SQL
2 144 (80.45%) Business Intelligence
3 140 (78.21%) Data Warehouse
4 139 (77.65%) SQL Server Integration Services
5 134 (74.86%) SQL Server
6 130 (72.63%) SQL Server Analysis Services
7 120 (67.04%) SQL Server Reporting Services
8 107 (59.78%) Power BI
9 96 (53.63%) Microsoft
10 95 (53.07%) T-SQL
11 88 (49.16%) Data Analysis Expressions (DAX)
12 74 (41.34%) ETL
13 70 (39.11%) Microsoft Azure
14 64 (35.75%) Agile Software Development
15 60 (33.52%) Finance
16 53 (29.61%) OLAP
17 50 (27.93%) Analytics
18 49 (27.37%) C#
19 42 (23.46%) Visualisation
20 41 (22.91%) Azure SQL Database
21 35 (19.55%) Data Modelling
22 32 (17.88%) Data Visualisation
22 32 (17.88%) Degree
23 31 (17.32%) Data Lake
23 31 (17.32%) SQL Server 2016
23 31 (17.32%) Azure SQL Data Warehouse
24 30 (16.76%) SQL Server 2012
24 30 (16.76%) Microsoft Analysis Services
24 30 (16.76%) .NET
25 27 (15.08%) Tableau

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 10 (5.59%) Apache Spark
2 5 (2.79%) Confluence
3 4 (2.23%) Apache
3 4 (2.23%) SharePoint
4 3 (1.68%) IIS
5 2 (1.12%) Elasticsearch
5 2 (1.12%) SAS
Applications
1 20 (11.17%) Microsoft Excel
2 2 (1.12%) SPSS
3 1 (0.56%) Microsoft Office
Business Applications
1 12 (6.70%) Dynamics AX
1 12 (6.70%) Dynamics CRM
2 10 (5.59%) Dynamics NAV
3 8 (4.47%) Cognos TM1
4 7 (3.91%) Cognos Business Intelligence
5 2 (1.12%) NetSuite
Cloud Services
1 70 (39.11%) Microsoft Azure
2 26 (14.53%) Data Lake Analytics
3 23 (12.85%) PaaS
4 22 (12.29%) Azure Data Factory
5 11 (6.15%) IaaS
6 7 (3.91%) SaaS
7 5 (2.79%) iPaaS
8 3 (1.68%) Amazon AWS
9 2 (1.12%) Office 365
Communications & Networking
1 1 (0.56%) Internet
1 1 (0.56%) Intranet
Database & Business Intelligence
1 140 (78.21%) Data Warehouse
2 139 (77.65%) SQL Server Integration Services
3 134 (74.86%) SQL Server
4 130 (72.63%) SQL Server Analysis Services
5 120 (67.04%) SQL Server Reporting Services
6 107 (59.78%) Power BI
7 53 (29.61%) OLAP
8 41 (22.91%) Azure SQL Database
9 31 (17.32%) Azure SQL Data Warehouse
9 31 (17.32%) Data Lake
9 31 (17.32%) SQL Server 2016
10 30 (16.76%) Microsoft Analysis Services
10 30 (16.76%) SQL Server 2012
11 25 (13.97%) Big Data
12 18 (10.06%) Hadoop
12 18 (10.06%) OLAP Cube
13 14 (7.82%) QlikView
14 13 (7.26%) Relational Database
15 12 (6.70%) Cosmos DB
16 10 (5.59%) Apache Hive
Development Applications
1 25 (13.97%) Visual Studio
2 16 (8.94%) Git (software)
2 16 (8.94%) Team Foundation Server
3 8 (4.47%) Visual Studio Team System
4 7 (3.91%) JIRA
5 6 (3.35%) tSQLt
6 4 (2.23%) Jenkins
7 3 (1.68%) Subversion
7 3 (1.68%) TeamCity
8 2 (1.12%) VSS/SourceSafe
9 1 (0.56%) Artifactory
9 1 (0.56%) Bitbucket
9 1 (0.56%) Cucumber
9 1 (0.56%) Flyway
9 1 (0.56%) IntelliJ
9 1 (0.56%) JUnit
9 1 (0.56%) Mockito
9 1 (0.56%) Selenium
9 1 (0.56%) SonarQube
General
1 60 (33.52%) Finance
2 21 (11.73%) Retail
3 13 (7.26%) French Language
3 13 (7.26%) German Language
3 13 (7.26%) Spanish Language
4 9 (5.03%) Banking
4 9 (5.03%) Marketing
5 3 (1.68%) Legal
6 1 (0.56%) Advertising
6 1 (0.56%) Law
6 1 (0.56%) Retail Banking
Job Titles
1 129 (72.07%) Developer
2 92 (51.40%) Business Intelligence Developer
3 56 (31.28%) SQL Developer
4 52 (29.05%) SSIS Developer
5 39 (21.79%) SQL BI Developer
6 34 (18.99%) Senior Developer
7 31 (17.32%) SSAS Developer
8 30 (16.76%) SQL Server Developer
9 26 (14.53%) Data Warehouse Developer
10 23 (12.85%) Senior Business Intelligence Developer
10 23 (12.85%) SQL Server BI Developer
11 22 (12.29%) Power BI Developer
11 22 (12.29%) SSRS Developer
12 20 (11.17%) Senior SQL Developer
13 17 (9.50%) T-SQL Developer
14 16 (8.94%) Consultant
14 16 (8.94%) ETL Developer
15 15 (8.38%) Analyst
16 13 (7.26%) Microsoft Consultant
16 13 (7.26%) Trainer
Libraries, Frameworks & Software Standards
1 30 (16.76%) .NET
2 10 (5.59%) Web Services
3 9 (5.03%) RESTful
4 8 (4.47%) XML
5 7 (3.91%) JSON
6 6 (3.35%) Kafka
6 6 (3.35%) SOAP
7 5 (2.79%) EDI
8 4 (2.23%) HTML
8 4 (2.23%) HTML5
8 4 (2.23%) Middleware
8 4 (2.23%) REST
9 3 (1.68%) ASP.NET
9 3 (1.68%) ASP.NET MVC
9 3 (1.68%) jQuery
9 3 (1.68%) LINQ
9 3 (1.68%) WSDL
9 3 (1.68%) XSD
10 1 (0.56%) React
Miscellaneous
1 26 (14.53%) Analytical Skills
2 21 (11.73%) Greenfield Project
3 16 (8.94%) Data Centre
4 9 (5.03%) Reinsurance
5 7 (3.91%) Credit Risk
6 5 (2.79%) Fintech
7 4 (2.23%) Enterprise Software
7 4 (2.23%) Replication
7 4 (2.23%) Self-Motivation
8 3 (1.68%) Computer Science
8 3 (1.68%) Data Structures
8 3 (1.68%) Management Information System
9 1 (0.56%) Data Protection Act
9 1 (0.56%) Market Risk
9 1 (0.56%) Virtual Team
Operating Systems
1 17 (9.50%) Windows
1 17 (9.50%) Windows Server
2 4 (2.23%) Linux
2 4 (2.23%) Windows Server 2012
Processes & Methodologies
1 144 (80.45%) Business Intelligence
2 74 (41.34%) ETL
3 64 (35.75%) Agile Software Development
4 50 (27.93%) Analytics
5 42 (23.46%) Visualisation
6 35 (19.55%) Data Modelling
7 32 (17.88%) Data Visualisation
8 24 (13.41%) Dimensional Modelling
9 22 (12.29%) ETL Development
10 20 (11.17%) Kimball Methodology
11 19 (10.61%) Data Science
11 19 (10.61%) Scrum
12 18 (10.06%) Business Analytics
13 16 (8.94%) Performance Tuning
13 16 (8.94%) Software Engineering
14 15 (8.38%) Problem-Solving
15 14 (7.82%) Machine Learning
16 13 (7.26%) CRM
16 13 (7.26%) Test Automation
17 11 (6.15%) Data Integration
Programming Languages
1 153 (85.47%) SQL
2 95 (53.07%) T-SQL
3 88 (49.16%) Data Analysis Expressions (DAX)
4 49 (27.37%) C#
5 26 (14.53%) Python
6 21 (11.73%) PowerShell
6 21 (11.73%) R
7 14 (7.82%) U-SQL
8 13 (7.26%) Java
9 9 (5.03%) VBA
10 5 (2.79%) X++
11 4 (2.23%) XMLA
12 3 (1.68%) JavaScript
12 3 (1.68%) Shell Script
13 2 (1.12%) PL/SQL
14 1 (0.56%) VB.NET
Qualifications
1 32 (17.88%) Degree
2 17 (9.50%) Microsoft Certification
3 2 (1.12%) MCSE
4 1 (0.56%) Computer Science Degree
4 1 (0.56%) Master's Degree
Quality Assurance & Compliance
1 3 (1.68%) Data Quality
2 2 (1.12%) QA
3 1 (0.56%) SLA
System Software
1 3 (1.68%) Hyper-V
1 3 (1.68%) VMware Infrastructure
2 1 (0.56%) Active Directory
Systems Management
1 1 (0.56%) Ansible
1 1 (0.56%) HP Fortify
Vendors
1 96 (53.63%) Microsoft
2 27 (15.08%) Tableau
3 8 (4.47%) Cognos
3 8 (4.47%) Oracle
4 6 (3.35%) Cloudera
4 6 (3.35%) Google
4 6 (3.35%) IBM
5 3 (1.68%) VMware
6 2 (1.12%) JD Edwards
6 2 (1.12%) MicroStrategy
7 1 (0.56%) Alteryx