Period
to 18 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
England > London
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 642 670 588
Rank change year-on-year +28 -82 -74
Permanent jobs citing MDX 140 157 239
As % of all permanent IT jobs advertised in London 0.22% 0.22% 0.34%
As % of the Libraries, Frameworks & Software Standards category 0.55% 0.57% 0.84%
Number of salaries quoted 130 127 224
London median annual salary £60,000 £55,000 £57,500
Median salary % change year-on-year +9.09% -4.35% +4.55%
10th Percentile £39,038 £41,250 £38,750
90th Percentile £76,250 £77,500 £91,750
England median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% -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 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 25,629 27,670 28,410
As % of all permanent IT jobs advertised in London 40.72% 39.36% 40.10%
Number of salaries quoted 21,152 23,011 24,890
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £38,750 £37,000 £35,000
90th Percentile £95,000 £90,000 £87,500
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 18 January 2019.

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 January 2019. 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 +8 20 £50,000 +3.66% 6
West London +33 13 £40,000 +21.02% 2
South London - 5 £55,000 -
MDX
England

For the 6 months to 18 January 2019, 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.

1 126 (90.00%) SQL
2 112 (80.00%) SQL Server Integration Services
3 108 (77.14%) SQL Server Analysis Services
4 105 (75.00%) Business Intelligence
5 104 (74.29%) SQL Server
6 103 (73.57%) Data Warehouse
7 96 (68.57%) SQL Server Reporting Services
8 91 (65.00%) Power BI
9 79 (56.43%) T-SQL
10 70 (50.00%) Microsoft Azure
11 66 (47.14%) Microsoft
12 62 (44.29%) Data Analysis Expressions (DAX)
13 57 (40.71%) Finance
14 46 (32.86%) C#
14 46 (32.86%) Analytics
15 43 (30.71%) Agile Software Development
16 41 (29.29%) ETL
17 39 (27.86%) OLAP
18 37 (26.43%) Azure SQL Database
19 35 (25.00%) SQL Server 2016
19 35 (25.00%) Data Lake
20 33 (23.57%) Visualisation
21 30 (21.43%) Data Visualisation
21 30 (21.43%) Azure SQL Data Warehouse
22 29 (20.71%) Data Lake Analytics
23 26 (18.57%) .NET
23 26 (18.57%) Degree
24 25 (17.86%) Data Modelling
25 24 (17.14%) Microsoft Analysis Services
26 23 (16.43%) Retail

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 (7.14%) Apache Spark
2 5 (3.57%) Confluence
3 4 (2.86%) Apache
4 3 (2.14%) Elasticsearch
5 2 (1.43%) SharePoint
6 1 (0.71%) IIS
6 1 (0.71%) SAS
Applications
1 10 (7.14%) Microsoft Excel
2 1 (0.71%) Microsoft Office
2 1 (0.71%) SPSS
Business Applications
1 8 (5.71%) Dynamics AX
2 7 (5.00%) Dynamics CRM
2 7 (5.00%) Dynamics NAV
3 3 (2.14%) Cognos TM1
4 1 (0.71%) Cognos Business Intelligence
4 1 (0.71%) NetSuite
Cloud Services
1 70 (50.00%) Microsoft Azure
2 29 (20.71%) Data Lake Analytics
3 20 (14.29%) PaaS
4 15 (10.71%) Azure Data Factory
5 11 (7.86%) SaaS
6 10 (7.14%) IaaS
7 5 (3.57%) iPaaS
8 3 (2.14%) Amazon AWS
9 1 (0.71%) Amazon EMR
9 1 (0.71%) Amazon S3
9 1 (0.71%) AWS Data Pipeline
9 1 (0.71%) Cloud Computing
Communications & Networking
1 1 (0.71%) LAN
1 1 (0.71%) WAN
Database & Business Intelligence
1 112 (80.00%) SQL Server Integration Services
2 108 (77.14%) SQL Server Analysis Services
3 104 (74.29%) SQL Server
4 103 (73.57%) Data Warehouse
5 96 (68.57%) SQL Server Reporting Services
6 91 (65.00%) Power BI
7 39 (27.86%) OLAP
8 37 (26.43%) Azure SQL Database
9 35 (25.00%) Data Lake
9 35 (25.00%) SQL Server 2016
10 30 (21.43%) Azure SQL Data Warehouse
11 24 (17.14%) Microsoft Analysis Services
12 18 (12.86%) Big Data
13 14 (10.00%) Hadoop
13 14 (10.00%) OLAP Cube
14 12 (8.57%) SQL Server 2012
15 11 (7.86%) Cosmos DB
16 7 (5.00%) Data Mart
17 6 (4.29%) Apache Hive
17 6 (4.29%) QlikView
Development Applications
1 13 (9.29%) Visual Studio
2 11 (7.86%) Git (software)
3 6 (4.29%) Visual Studio Team System
4 5 (3.57%) JIRA
5 3 (2.14%) Team Foundation Server
6 1 (0.71%) Artifactory
6 1 (0.71%) Bitbucket
6 1 (0.71%) Cucumber
6 1 (0.71%) Flyway
6 1 (0.71%) IntelliJ
6 1 (0.71%) Jenkins
6 1 (0.71%) JUnit
6 1 (0.71%) Mockito
6 1 (0.71%) Selenium
6 1 (0.71%) SonarQube
6 1 (0.71%) tSQLt
General
1 57 (40.71%) Finance
2 23 (16.43%) Retail
3 13 (9.29%) French Language
3 13 (9.29%) German Language
3 13 (9.29%) Spanish Language
4 8 (5.71%) Banking
5 3 (2.14%) Legal
6 2 (1.43%) Marketing
7 1 (0.71%) Back Office
7 1 (0.71%) Retail Banking
Job Titles
1 102 (72.86%) Developer
2 76 (54.29%) Business Intelligence Developer
3 57 (40.71%) SQL Developer
4 41 (29.29%) SQL BI Developer
5 40 (28.57%) SSIS Developer
6 28 (20.00%) Senior Developer
7 27 (19.29%) Power BI Developer
8 23 (16.43%) SSRS Developer
8 23 (16.43%) T-SQL Developer
9 22 (15.71%) Data Warehouse Developer
10 21 (15.00%) Senior SQL Developer
10 21 (15.00%) SSAS Developer
11 17 (12.14%) ETL Developer
12 15 (10.71%) SQL Server BI Developer
12 15 (10.71%) SQL Server Developer
13 14 (10.00%) Consultant
14 13 (9.29%) Senior Business Intelligence Developer
14 13 (9.29%) Senior Data Warehouse Developer
14 13 (9.29%) Trainer
15 12 (8.57%) Report Developer
Libraries, Frameworks & Software Standards
1 26 (18.57%) .NET
2 7 (5.00%) JSON
2 7 (5.00%) Kafka
3 5 (3.57%) EDI
4 4 (2.86%) HTML
4 4 (2.86%) HTML5
4 4 (2.86%) Middleware
4 4 (2.86%) REST
5 1 (0.71%) Elastic Stack
5 1 (0.71%) React
5 1 (0.71%) RESTful
5 1 (0.71%) SOAP
5 1 (0.71%) Web Services
5 1 (0.71%) XML
Miscellaneous
1 23 (16.43%) Analytical Skills
2 18 (12.86%) Greenfield Project
3 16 (11.43%) Data Centre
4 9 (6.43%) Credit Risk
5 6 (4.29%) Fintech
6 4 (2.86%) Enterprise Software
6 4 (2.86%) Self-Motivation
7 2 (1.43%) Reinsurance
8 1 (0.71%) Data Structures
8 1 (0.71%) Management Information System
8 1 (0.71%) Market Risk
8 1 (0.71%) Replication
Operating Systems
1 15 (10.71%) Windows
2 14 (10.00%) Windows Server
3 3 (2.14%) Linux
4 1 (0.71%) Windows Server 2012
Processes & Methodologies
1 105 (75.00%) Business Intelligence
2 46 (32.86%) Analytics
3 43 (30.71%) Agile Software Development
4 41 (29.29%) ETL
5 33 (23.57%) Visualisation
6 30 (21.43%) Data Visualisation
7 25 (17.86%) Data Modelling
8 22 (15.71%) Dimensional Modelling
9 18 (12.86%) ETL Development
10 16 (11.43%) Scrum
11 15 (10.71%) Data Science
12 14 (10.00%) Software Engineering
13 13 (9.29%) Data Integration
14 11 (7.86%) Business Analytics
14 11 (7.86%) Machine Learning
15 9 (6.43%) CRM
15 9 (6.43%) ERP
15 9 (6.43%) Problem-Solving
16 8 (5.71%) Kimball Methodology
16 8 (5.71%) Test Automation
Programming Languages
1 126 (90.00%) SQL
2 79 (56.43%) T-SQL
3 62 (44.29%) Data Analysis Expressions (DAX)
4 46 (32.86%) C#
5 23 (16.43%) Python
6 22 (15.71%) R
7 17 (12.14%) PowerShell
8 13 (9.29%) Java
9 11 (7.86%) U-SQL
10 5 (3.57%) X++
11 4 (2.86%) XMLA
12 1 (0.71%) VB.NET
Qualifications
1 26 (18.57%) Degree
2 10 (7.14%) Microsoft Certification
3 1 (0.71%) Computer Science Degree
Quality Assurance & Compliance
1 3 (2.14%) QA
2 2 (1.43%) SLA
System Software
1 3 (2.14%) Hyper-V
1 3 (2.14%) VMware Infrastructure
2 1 (0.71%) Active Directory
2 1 (0.71%) Apache Flume
Systems Management
1 1 (0.71%) Ansible
1 1 (0.71%) HP Fortify
Vendors
1 66 (47.14%) Microsoft
2 18 (12.86%) Tableau
3 8 (5.71%) Oracle
4 3 (2.14%) Cognos
4 3 (2.14%) VMware
5 2 (1.43%) Cloudera
5 2 (1.43%) Google
5 2 (1.43%) MicroStrategy
6 1 (0.71%) Alteryx
6 1 (0.71%) Citrix
6 1 (0.71%) Hyperion
6 1 (0.71%) IBM
6 1 (0.71%) Informatica
6 1 (0.71%) JD Edwards
6 1 (0.71%) Red Hat