Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 645 614 535
Rank change year-on-year -31 -79 -5
Permanent jobs citing MDX 199 228 405
As % of all permanent IT jobs advertised in London 0.26% 0.30% 0.46%
As % of the Libraries, Frameworks & Software Standards category 0.68% 0.75% 1.22%
Number of salaries quoted 174 212 373
London median annual salary £57,500 £58,750 £56,000
Median salary % change year-on-year -2.13% +4.91% -6.67%
10th Percentile £41,250 £41,500 £41,250
90th Percentile £77,500 £92,250 £75,000
England median annual salary £52,500 £54,000 £52,500
% change year-on-year -2.78% +2.86% -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 29398 30598 33098
As % of all permanent IT jobs advertised in London 39.01% 40.15% 37.65%
Number of salaries quoted 23963 26965 28347
London median annual salary £60,000 £58,000 £55,000
Median salary % change year-on-year +3.45% +5.45% +4.76%
10th Percentile £36,250 £35,000 £34,750
90th Percentile £89,800 £86,250 £83,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +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 22 November 2017.

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 22 November 2017. 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 -22 44 £55,000 -4.35% 1
West London +7 9 £38,607 -12.26%
East London - 8 £47,500 -
North London - 1 £42,500 -
MDX
England

For the 6 months to 22 November 2017, IT jobs citing MDX also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for MDX.

1 180 (90.45%) SQL Server Analysis Services
2 177 (88.94%) SQL Server Integration Services
3 176 (88.44%) Business Intelligence
4 172 (86.43%) SQL
5 164 (82.41%) SQL Server
6 143 (71.86%) SQL Server Reporting Services
7 141 (70.85%) Data Warehouse
8 124 (62.31%) ETL
9 121 (60.80%) Microsoft
9 121 (60.80%) OLAP
10 118 (59.30%) T-SQL
11 97 (48.74%) Power BI
12 92 (46.23%) Kimball Methodology
13 72 (36.18%) Agile Software Development
14 67 (33.67%) Finance
15 61 (30.65%) OLAP Cube
15 61 (30.65%) Tableau
16 54 (27.14%) Dimensional Modelling
17 53 (26.63%) QlikView
18 52 (26.13%) Data Analysis Expressions (DAX)
19 49 (24.62%) Microsoft Analysis Services
20 43 (21.61%) SQL Server 2008
21 40 (20.10%) C#
22 39 (19.60%) SharePoint
22 39 (19.60%) Microsoft Azure
23 36 (18.09%) Data Modelling
24 35 (17.59%) Analytics
25 33 (16.58%) Banking
26 31 (15.58%) .NET
26 31 (15.58%) PowerPivot

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 39 (19.60%) SharePoint
2 2 (1.01%) WebSphere
3 1 (0.50%) Apache Spark
3 1 (0.50%) MS Exchange
3 1 (0.50%) SAS
Applications
1 5 (2.51%) Microsoft Excel
2 2 (1.01%) MS Visio
3 1 (0.50%) Microsoft Office
Business Applications
1 3 (1.51%) Cognos Business Intelligence
2 2 (1.01%) Cognos TM1
Cloud Services
1 39 (19.60%) Microsoft Azure
2 11 (5.53%) Azure Data Factory
3 10 (5.03%) Amazon AWS
4 6 (3.02%) Office 365
5 4 (2.01%) Cloud Computing
6 3 (1.51%) Mimecast
6 3 (1.51%) SaaS
7 2 (1.01%) PaaS
Database & Business Intelligence
1 180 (90.45%) SQL Server Analysis Services
2 177 (88.94%) SQL Server Integration Services
3 164 (82.41%) SQL Server
4 143 (71.86%) SQL Server Reporting Services
5 141 (70.85%) Data Warehouse
6 121 (60.80%) OLAP
7 97 (48.74%) Power BI
8 61 (30.65%) OLAP Cube
9 53 (26.63%) QlikView
10 49 (24.62%) Microsoft Analysis Services
11 43 (21.61%) SQL Server 2008
12 31 (15.58%) PowerPivot
13 30 (15.08%) BusinessObjects
14 29 (14.57%) SQL Server 2012
15 23 (11.56%) Big Data
15 23 (11.56%) SQL Server 2016
16 21 (10.55%) Data Lake
17 20 (10.05%) Relational Database
18 15 (7.54%) Oracle OLAP
18 15 (7.54%) SQL Server 2014
Development Applications
1 17 (8.54%) Team Foundation Server
2 11 (5.53%) Visual Studio
3 7 (3.52%) Maven
3 7 (3.52%) Octopus Deploy
4 6 (3.02%) Eclipse
5 5 (2.51%) JUnit
6 3 (1.51%) JIRA
7 2 (1.01%) MSTest
7 2 (1.01%) NSubstitute
7 2 (1.01%) Rhino Mocks
7 2 (1.01%) Visual Studio Tools for Office
8 1 (0.50%) Bitbucket
8 1 (0.50%) Git (software)
8 1 (0.50%) TeamCity
8 1 (0.50%) Visual Studio Team System
General
1 67 (33.67%) Finance
2 33 (16.58%) Banking
3 18 (9.05%) Publishing
4 11 (5.53%) Retail Banking
5 10 (5.03%) Legal
5 10 (5.03%) Marketing
6 8 (4.02%) Advertising
7 7 (3.52%) Investment Banking
8 6 (3.02%) Law
9 5 (2.51%) Retail
10 4 (2.01%) Front Office
11 3 (1.51%) Financial Institution
Job Titles
1 124 (62.31%) Developer
2 92 (46.23%) Business Intelligence Developer
3 58 (29.15%) SQL Developer
4 37 (18.59%) SSAS Developer
5 36 (18.09%) SQL BI Developer
6 35 (17.59%) SSIS Developer
7 31 (15.58%) SSRS Developer
8 29 (14.57%) Business Developer
9 20 (10.05%) Consultant
9 20 (10.05%) T-SQL Developer
10 19 (9.55%) Architect
10 19 (9.55%) ETL Developer
11 18 (9.05%) SQL Server Developer
12 17 (8.54%) Agile Developer
13 13 (6.53%) Business Intelligence Consultant
13 13 (6.53%) Microsoft BI Developer
13 13 (6.53%) Microsoft Developer
14 11 (5.53%) Power BI Developer
15 10 (5.03%) SSIS Consultant
15 10 (5.03%) SSRS Consultant
Libraries, Frameworks & Software Standards
1 31 (15.58%) .NET
2 13 (6.53%) ASP.NET
3 7 (3.52%) Spring
4 4 (2.01%) HTML
4 4 (2.01%) Web Services
5 3 (1.51%) .NET Framework
5 3 (1.51%) CSS
5 3 (1.51%) HTML5
6 2 (1.01%) ASP.NET MVC
6 2 (1.01%) Entity Framework
6 2 (1.01%) J2SE
6 2 (1.01%) jQuery
6 2 (1.01%) XML
7 1 (0.50%) CSS3
7 1 (0.50%) D3.js
7 1 (0.50%) JSP
7 1 (0.50%) Kafka
7 1 (0.50%) RESTful
7 1 (0.50%) XSLT
Miscellaneous
1 16 (8.04%) Enterprise Software
2 8 (4.02%) Analytical Skills
3 7 (3.52%) Fintech
3 7 (3.52%) iPhone
4 6 (3.02%) User Experience
5 5 (2.51%) Credit Risk
5 5 (2.51%) Equities
5 5 (2.51%) NHS
6 4 (2.01%) Hedge funds
7 3 (1.51%) Computer Science
7 3 (1.51%) Management Information System
Operating Systems
1 6 (3.02%) Linux
1 6 (3.02%) Unix
Processes & Methodologies
1 176 (88.44%) Business Intelligence
2 124 (62.31%) ETL
3 92 (46.23%) Kimball Methodology
4 72 (36.18%) Agile Software Development
5 54 (27.14%) Dimensional Modelling
6 36 (18.09%) Data Modelling
7 35 (17.59%) Analytics
8 30 (15.08%) Migration
9 29 (14.57%) Performance Tuning
9 29 (14.57%) Visualisation
10 27 (13.57%) Scrum
11 25 (12.56%) Data Visualisation
12 24 (12.06%) Data Management
13 20 (10.05%) Data Integration
14 19 (9.55%) Kanban
14 19 (9.55%) Stakeholder Management
15 18 (9.05%) Business Analysis
16 17 (8.54%) Requirements Analysis
17 14 (7.04%) Asset Management
18 13 (6.53%) Wealth Management
Programming Languages
1 172 (86.43%) SQL
2 118 (59.30%) T-SQL
3 52 (26.13%) Data Analysis Expressions (DAX)
4 40 (20.10%) C#
5 21 (10.55%) PowerShell
6 10 (5.03%) VB.NET
7 9 (4.52%) Java
8 6 (3.02%) PL/SQL
9 4 (2.01%) C
10 2 (1.01%) Python
11 1 (0.50%) JavaScript
11 1 (0.50%) R
11 1 (0.50%) VBA
Qualifications
1 12 (6.03%) Degree
2 10 (5.03%) Microsoft Certification
3 7 (3.52%) MCITP
3 7 (3.52%) MCSE
4 2 (1.01%) Numerate Degree
4 2 (1.01%) PRINCE2 Practitioner
5 1 (0.50%) Computer Science Degree
5 1 (0.50%) Master's Degree
Quality Assurance & Compliance
1 14 (7.04%) Data Quality
2 5 (2.51%) QA
3 2 (1.01%) Cyber Essentials
3 2 (1.01%) ISO/IEC 27001
Vendors
1 121 (60.80%) Microsoft
2 61 (30.65%) Tableau
3 18 (9.05%) Oracle
4 12 (6.03%) MicroStrategy
5 11 (5.53%) Cognos
6 7 (3.52%) RedGate
7 4 (2.01%) SAP
8 3 (1.51%) Alteryx
8 3 (1.51%) IBM
8 3 (1.51%) Informatica
9 2 (1.01%) Hyperion
9 2 (1.01%) Nintex
9 2 (1.01%) TIBCO