The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for MDX skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MDX over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
UK / England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 604 682 579
Rank change year-on-year +78 -103  
Permanent jobs citing MDX 260 228 407
As % of all permanent IT jobs advertised in England 0.31% 0.25% 0.39%
As % of the Libraries, Frameworks & Software Standards category 0.77% 0.63% 1.02%
Number of salaries quoted 215 199 341
Median salary £54,500 £52,500 £50,000
Median salary % change year-on-year +3.80% +5.00%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £67,500 £70,000 £70,000
UK excluding London median salary £40,000 £45,000 £47,500
% change year-on-year -11.11% -5.26%  

MDX is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
England
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 33960 36251 39960
As % of all permanent IT job vacancies advertised in England 41.07% 39.20% 38.42%
Number of salaries quoted 28686 31891 34533
Median salary £47,500 £45,709 £45,000
Median salary % change year-on-year +3.91% +1.57%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

MDX
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing MDX as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for MDX in England

MDX
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MDX in England.

Salary trend for MDX in England

MDX
Salary Histogram in England

The salary distribution of IT jobs citing MDX in England over the 3 months to 24 June 2017.

Salary histogram for MDX in England

MDX
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the England region over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +46 160 £57,500 - 6
South East +44 23 £47,750 -16.95% 1
North West -26 23 £40,000 - 2
West Midlands +19 21 £40,000 -11.11% 1
East Midlands +20 12 £40,000 -15.78%
East of England -1 11 £37,500 -28.57% 2
Yorkshire +2 6 £40,500 -6.35%
Midlands - 2 £58,000 - 1
South West +7 1 - -
MDX
UK

For the 6 months to 24 June 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 England region with a requirement for MDX.

1 398 (90.87%) Business Intelligence
2 382 (87.21%) SQL Server Analysis Services
3 368 (84.02%) SQL Server
4 366 (83.56%) SQL Server Integration Services
5 347 (79.22%) SQL Server Reporting Services
6 343 (78.31%) SQL
7 301 (68.72%) Microsoft
8 267 (60.96%) Data Warehouse
9 240 (54.79%) T-SQL
10 213 (48.63%) Power BI
11 206 (47.03%) ETL
12 157 (35.84%) .NET
13 156 (35.62%) Agile Software Development
14 150 (34.25%) Data Analysis Expressions (DAX)
15 145 (33.11%) Kimball Methodology
16 134 (30.59%) Finance
17 120 (27.40%) C#
18 116 (26.48%) OLAP
19 113 (25.80%) Microsoft Azure
19 113 (25.80%) Tableau
20 110 (25.11%) SQL Server 2012
21 108 (24.66%) QlikView
22 96 (21.92%) Legal
23 84 (19.18%) SQL Server 2008
23 84 (19.18%) Oracle
24 79 (18.04%) SQL Server 2014
25 77 (17.58%) Analytics
26 75 (17.12%) Big Data
27 69 (15.75%) Scrum
28 63 (14.38%) Mentoring

MDX
Co-occurring IT Skills in England 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 40 (9.13%) SharePoint
2 13 (2.97%) SAS
2 13 (2.97%) WebSphere
3 11 (2.51%) Oracle SOA Suite
4 7 (1.60%) Tomcat
5 6 (1.37%) SharePoint 2013
6 3 (0.68%) IIS
6 3 (0.68%) JBoss
6 3 (0.68%) WebLogic
7 2 (0.46%) Apache Pig
8 1 (0.23%) BizTalk Server
8 1 (0.23%) CMS
8 1 (0.23%) Kentico
Applications
1 53 (12.10%) Microsoft Excel
2 24 (5.48%) MS Visio
3 14 (3.20%) Microsoft Office
4 2 (0.46%) SPSS
Business Applications
1 10 (2.28%) Dynamics CRM
2 8 (1.83%) Cognos Business Intelligence
3 6 (1.37%) Dynamics AX
4 3 (0.68%) Cognos TM1
Cloud Services
1 113 (25.80%) Microsoft Azure
2 8 (1.83%) SaaS
3 7 (1.60%) Amazon AWS
4 6 (1.37%) PaaS
5 5 (1.14%) Azure Data Factory
6 3 (0.68%) Boomi
6 3 (0.68%) Cloud Computing
6 3 (0.68%) Data Lake Analytics
7 2 (0.46%) Amazon EC2
7 2 (0.46%) Amazon EMR
7 2 (0.46%) IaaS
7 2 (0.46%) Office 365
8 1 (0.23%) Cortana Intelligence Suite
8 1 (0.23%) Dynamics 365
Communications & Networking
1 6 (1.37%) SSL
2 4 (0.91%) WebEx
3 3 (0.68%) Firewall
3 3 (0.68%) GoToMeeting
3 3 (0.68%) HTTP
3 3 (0.68%) LDAP
4 1 (0.23%) DHCP
4 1 (0.23%) DNS
Database & Business Intelligence
1 382 (87.21%) SQL Server Analysis Services
2 368 (84.02%) SQL Server
3 366 (83.56%) SQL Server Integration Services
4 347 (79.22%) SQL Server Reporting Services
5 267 (60.96%) Data Warehouse
6 213 (48.63%) Power BI
7 116 (26.48%) OLAP
8 110 (25.11%) SQL Server 2012
9 108 (24.66%) QlikView
10 84 (19.18%) SQL Server 2008
11 79 (18.04%) SQL Server 2014
12 75 (17.12%) Big Data
13 61 (13.93%) SQL Server 2016
14 53 (12.10%) Relational Database
15 51 (11.64%) Microsoft Analysis Services
16 45 (10.27%) Azure SQL Data Warehouse
17 40 (9.13%) OLAP Cube
18 29 (6.62%) BusinessObjects
19 26 (5.94%) Azure SQL Database
20 24 (5.48%) Data Mining
Development Applications
1 18 (4.11%) Team Foundation Server
2 17 (3.88%) Visual Studio
3 10 (2.28%) MSTest
4 9 (2.05%) JIRA
4 9 (2.05%) Selenium
5 6 (1.37%) NSubstitute
5 6 (1.37%) Rhino Mocks
5 6 (1.37%) Visual Studio Tools for Office
6 4 (0.91%) Eclipse
6 4 (0.91%) JUnit
6 4 (0.91%) Maven
6 4 (0.91%) Octopus Deploy
6 4 (0.91%) SpecFlow
7 2 (0.46%) ERwin
7 2 (0.46%) Git (software)
7 2 (0.46%) Talend Open Studio
7 2 (0.46%) TeamCity
8 1 (0.23%) Bitbucket
8 1 (0.23%) PowerDesigner
8 1 (0.23%) Visual Studio Team System
General
1 134 (30.59%) Finance
2 96 (21.92%) Legal
3 47 (10.73%) Banking
4 45 (10.27%) Retail
5 33 (7.53%) Advertising
6 17 (3.88%) Marketing
7 15 (3.42%) Law
8 11 (2.51%) Front Office
9 4 (0.91%) Investment Banking
9 4 (0.91%) Publishing
10 3 (0.68%) Pharmaceutical
11 2 (0.46%) Billing
11 2 (0.46%) French Language
11 2 (0.46%) Retail Banking
12 1 (0.23%) Financial Institution
12 1 (0.23%) Manufacturing
Job Titles
1 270 (61.64%) Developer
2 200 (45.66%) Business Intelligence Developer
3 121 (27.63%) SQL Developer
4 107 (24.43%) SSAS Developer
5 91 (20.78%) SSIS Developer
6 83 (18.95%) SQL BI Developer
7 60 (13.70%) Analyst
7 60 (13.70%) SQL Server Developer
7 60 (13.70%) SSRS Developer
8 53 (12.10%) Senior Developer
9 48 (10.96%) Consultant
10 45 (10.27%) Senior Business Intelligence Developer
11 44 (10.05%) SQL Server BI Developer
12 40 (9.13%) Business Developer
13 30 (6.85%) Business Intelligence Consultant
14 28 (6.39%) Microsoft BI Consultant
15 27 (6.16%) Microsoft Consultant
16 23 (5.25%) Microsoft BI Developer
17 22 (5.02%) SQL Analyst
17 22 (5.02%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 157 (35.84%) .NET
2 28 (6.39%) ASP.NET
3 26 (5.94%) Web Services
4 19 (4.34%) .NET Framework
4 19 (4.34%) SOAP
5 18 (4.11%) RESTful
6 15 (3.42%) Entity Framework
7 13 (2.97%) XML
8 10 (2.28%) ASP.NET Web API
8 10 (2.28%) J2EE
8 10 (2.28%) WCF
9 9 (2.05%) WinForms
9 9 (2.05%) WPF
10 7 (1.60%) jQuery
10 7 (1.60%) Spring
11 6 (1.37%) ASP.NET MVC
12 4 (0.91%) Ajax
12 4 (0.91%) HTML
13 3 (0.68%) COM
13 3 (0.68%) JSP
Miscellaneous
1 55 (12.56%) Analytical Skills
2 37 (8.45%) Greenfield Project
3 34 (7.76%) Computer Science
4 22 (5.02%) User Experience
5 15 (3.42%) Management Information System
6 10 (2.28%) Data Structures
7 9 (2.05%) N-Tier
8 5 (1.14%) Client/Server
8 5 (1.14%) Enterprise Software
9 1 (0.23%) Clustering
9 1 (0.23%) Data Centre
9 1 (0.23%) Digital Media
9 1 (0.23%) Driving Licence
9 1 (0.23%) Enterprise Storage
9 1 (0.23%) Fintech
9 1 (0.23%) Hedge funds
9 1 (0.23%) Reinsurance
Operating Systems
1 27 (6.16%) Windows
2 8 (1.83%) Linux
3 7 (1.60%) Windows Server
4 6 (1.37%) Windows Server 2008
5 3 (0.68%) Solaris
5 3 (0.68%) Windows Server 2012
6 1 (0.23%) Unix
6 1 (0.23%) VMS
Processes & Methodologies
1 398 (90.87%) Business Intelligence
2 206 (47.03%) ETL
3 156 (35.62%) Agile Software Development
4 145 (33.11%) Kimball Methodology
5 77 (17.58%) Analytics
6 69 (15.75%) Scrum
7 63 (14.38%) Mentoring
8 56 (12.79%) Visualisation
9 51 (11.64%) Performance Tuning
10 47 (10.73%) Data Modelling
11 40 (9.13%) Data Integration
12 39 (8.90%) Data Management
13 38 (8.68%) Data Visualisation
14 37 (8.45%) Waterfall
15 35 (7.99%) Stakeholder Management
16 33 (7.53%) Dimensional Modelling
17 26 (5.94%) Data Analysis
18 22 (5.02%) Continuous Integration
19 19 (4.34%) Presales
19 19 (4.34%) Project Management
Programming Languages
1 343 (78.31%) SQL
2 240 (54.79%) T-SQL
3 150 (34.25%) Data Analysis Expressions (DAX)
4 120 (27.40%) C#
5 52 (11.87%) Java
6 22 (5.02%) VB.NET
7 13 (2.97%) Data Mining Extensions (DMX)
8 9 (2.05%) XPath
8 9 (2.05%) XQuery
9 6 (1.37%) R
10 5 (1.14%) JavaScript
10 5 (1.14%) PowerShell
10 5 (1.14%) VBScript
11 4 (0.91%) VBA
12 3 (0.68%) C++
13 1 (0.23%) Perl
13 1 (0.23%) PL/SQL
13 1 (0.23%) XMLA
Qualifications
1 56 (12.79%) Degree
2 39 (8.90%) Microsoft Certification
3 15 (3.42%) Computer Science Degree
4 4 (0.91%) Master's Degree
5 3 (0.68%) HND
5 3 (0.68%) PRINCE2 Practitioner
6 2 (0.46%) ITIL Certification
6 2 (0.46%) MCSE
7 1 (0.23%) MCITP
7 1 (0.23%) MCP
Quality Assurance & Compliance
1 18 (4.11%) QA
2 13 (2.97%) Data Quality
3 5 (1.14%) Cyber Essentials
3 5 (1.14%) ISO/IEC 27001
4 3 (0.68%) MiFID
5 1 (0.23%) PCI DSS
System Software
1 7 (1.60%) Active Directory
2 2 (0.46%) Apache Flume
Systems Management
1 1 (0.23%) Control-M
1 1 (0.23%) Opscode Chef
1 1 (0.23%) Puppet
Vendors
1 301 (68.72%) Microsoft
2 113 (25.80%) Tableau
3 84 (19.18%) Oracle
4 33 (7.53%) Cognos
5 17 (3.88%) SAP
6 10 (2.28%) Alteryx
7 9 (2.05%) IBM
8 8 (1.83%) MicroStrategy
8 8 (1.83%) Vertica
9 7 (1.60%) Informatica
10 6 (1.37%) Nintex
10 6 (1.37%) TIBCO
11 5 (1.14%) Hyperion
11 5 (1.14%) RedGate
12 3 (0.68%) Dell
12 3 (0.68%) Dundas
12 3 (0.68%) JD Edwards
13 2 (0.46%) Greenplum
13 2 (0.46%) Netezza
13 2 (0.46%) Pega
Brentwood, Essex
Shawbrook
Posted: 23 hours ago
London
Talent Spa
Salary: £70k per year
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: 45,000 - 55,000
Posted: 3 days ago
Birmingham, West Midlands (County)
Colossus Associates
Salary: £40000 - £60000 per annum, Benefits 0
Posted: Yesterday
Manchester, Lancashire
Premier IT
Posted: Yesterday
London
Hitachi Consulting UK
Salary: From £65,000 to £70,000 per annum
Posted: 2 days ago
Chorley, Lancashire
Verticality Ltd
Salary: Salary £30-35k DOE + extensive benefits
Posted: 5 days ago
Hertfordshire
Eutopia Solutions Ltd
Salary: £50000 - £55000 per annum + + Benefits
Posted: Yesterday
London
Computer Futures
Salary: £70000 - £80000 per annum + Bonus, Pension & Flexible Working
Posted: 12 days ago