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 29 March 2017 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
UK / England
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 656 553 670
Rank change year-on-year -103 +117  
Permanent jobs citing MDX 188 395 278
As % of all permanent IT jobs advertised in England 0.23% 0.40% 0.28%
As % of the Libraries, Frameworks & Software Standards category 0.58% 1.05% 0.73%
Number of salaries quoted 162 358 255
Median salary £52,500 £55,000 £47,500
Median salary % change year-on-year -4.54% +15.78%  
90% offered a salary of more than £35,000 £37,500 £40,000
10% offered a salary of more than £70,000 £70,000 £72,500
UK excluding London median salary £45,000 £45,000 £45,000

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 32363 37769 37899
As % of all permanent IT job vacancies advertised in England 40.35% 38.58% 37.80%
Number of salaries quoted 27860 32869 32490
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +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 29 March 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 29 March 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 -70 118 £55,000 -4.34% 11
South East +62 35 £50,000 - 3
North West -18 15 £40,000 - 8
Yorkshire +27 7 £29,025 -35.50% 1
East of England +12 6 £34,250 -42.91% 1
West Midlands +13 5 £35,000 -22.22% 1
East Midlands -6 2 £43,750 +9.37% 2
MDX
UK

For the 6 months to 29 March 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.

1 372 (91.18%) Business Intelligence
2 348 (85.29%) SQL Server Integration Services
3 332 (81.37%) SQL
3 332 (81.37%) SQL Server
4 324 (79.41%) SQL Server Analysis Services
5 309 (75.74%) SQL Server Reporting Services
6 258 (63.24%) Data Warehouse
7 250 (61.27%) Microsoft
8 242 (59.31%) T-SQL
9 169 (41.42%) Power BI
10 166 (40.69%) ETL
11 139 (34.07%) Data Analysis Expressions (DAX)
12 138 (33.82%) Agile Software Development
13 130 (31.86%) Kimball Methodology
14 124 (30.39%) .NET
15 120 (29.41%) Analytics
16 115 (28.19%) Tableau
17 108 (26.47%) MS Excel
18 106 (25.98%) Finance
19 103 (25.25%) Microsoft Azure
20 102 (25.00%) SQL Server 2012
21 93 (22.79%) QlikView
22 92 (22.55%) Legal
23 88 (21.57%) OLAP
24 81 (19.85%) SQL Server 2014
25 78 (19.12%) C#
26 75 (18.38%) Big Data
27 71 (17.40%) Relational Database
28 69 (16.91%) Visualisation
29 67 (16.42%) Oracle

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 26 (6.37%) SharePoint
2 15 (3.68%) SAS
3 12 (2.94%) WebSphere
4 8 (1.96%) SharePoint 2013
5 7 (1.72%) Oracle SOA Suite
6 4 (0.98%) Tomcat
7 1 (0.25%) Apache Spark
7 1 (0.25%) BizTalk Server
7 1 (0.25%) SharePoint Server
Applications
1 108 (26.47%) MS Excel
2 14 (3.43%) MS Visio
3 8 (1.96%) MS Office
4 1 (0.25%) MS PowerPoint
Business Applications
1 29 (7.11%) Cognos Business Intelligence
2 9 (2.21%) Cognos Planning
3 4 (0.98%) Dynamics CRM
4 3 (0.74%) Dynamics AX
5 2 (0.49%) Cognos TM1
6 1 (0.25%) Oracle Financials
6 1 (0.25%) SAP BPC
Cloud Services
1 103 (25.25%) Microsoft Azure
2 12 (2.94%) SaaS
3 9 (2.21%) Data Lake Analytics
4 6 (1.47%) PaaS
5 4 (0.98%) Amazon AWS
6 1 (0.25%) IaaS
Communications & Networking
1 2 (0.49%) DNS
2 1 (0.25%) DHCP
2 1 (0.25%) Firewall
2 1 (0.25%) Internet
2 1 (0.25%) WebEx
Database & Business Intelligence
1 348 (85.29%) SQL Server Integration Services
2 332 (81.37%) SQL Server
3 324 (79.41%) SQL Server Analysis Services
4 309 (75.74%) SQL Server Reporting Services
5 258 (63.24%) Data Warehouse
6 169 (41.42%) Power BI
7 102 (25.00%) SQL Server 2012
8 93 (22.79%) QlikView
9 88 (21.57%) OLAP
10 81 (19.85%) SQL Server 2014
11 75 (18.38%) Big Data
12 71 (17.40%) Relational Database
13 65 (15.93%) SQL Server 2016
14 56 (13.73%) SQL Server 2008
15 51 (12.50%) Microsoft Analysis Services
16 50 (12.25%) Azure SQL Database
17 41 (10.05%) Data Mining
18 29 (7.11%) Cognos Analysis Studio
18 29 (7.11%) Cognos Event Studio
18 29 (7.11%) Cognos Report Studio
Development Applications
1 21 (5.15%) Visual Studio
2 12 (2.94%) SQL Server Management Studio (SSMS)
2 12 (2.94%) Subversion
3 9 (2.21%) Team Foundation Server
4 8 (1.96%) MSTest
5 7 (1.72%) SpecFlow
6 5 (1.23%) Maven
7 4 (0.98%) Eclipse
8 3 (0.74%) Log4j
9 2 (0.49%) ERwin
9 2 (0.49%) JIRA
9 2 (0.49%) JUnit
9 2 (0.49%) Selenium
10 1 (0.25%) NSubstitute
10 1 (0.25%) PowerDesigner
10 1 (0.25%) Rhino Mocks
10 1 (0.25%) Talend Open Studio
10 1 (0.25%) Visual Studio Tools for Office
10 1 (0.25%) WiX
General
1 106 (25.98%) Finance
2 92 (22.55%) Legal
3 41 (10.05%) Banking
4 39 (9.56%) Advertising
5 35 (8.58%) Retail
6 9 (2.21%) Marketing
7 4 (0.98%) Billing
7 4 (0.98%) Front Office
7 4 (0.98%) Investment Banking
8 3 (0.74%) Law
9 2 (0.49%) French Language
10 1 (0.25%) Financial Institution
10 1 (0.25%) Local Government
10 1 (0.25%) Manufacturing
10 1 (0.25%) Pharmaceutical
Job Titles
1 239 (58.58%) Developer
2 176 (43.14%) Business Intelligence Developer
3 95 (23.28%) SQL Developer
4 77 (18.87%) SSIS Developer
5 76 (18.63%) SSAS Developer
6 61 (14.95%) SQL BI Developer
7 58 (14.22%) SSRS Developer
8 51 (12.50%) Consultant
9 45 (11.03%) Analyst
10 43 (10.54%) Business Developer
11 42 (10.29%) Business Intelligence Consultant
12 41 (10.05%) Senior Developer
13 40 (9.80%) SQL Server Developer
14 36 (8.82%) Microsoft BI Consultant
15 33 (8.09%) Senior Business Intelligence Developer
16 32 (7.84%) Microsoft Consultant
17 30 (7.35%) Architect
18 27 (6.62%) SQL Server BI Developer
19 26 (6.37%) SQL Analyst
20 25 (6.13%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 124 (30.39%) .NET
2 30 (7.35%) Web Services
3 16 (3.92%) SOAP
4 14 (3.43%) J2EE
4 14 (3.43%) RESTful
5 11 (2.70%) CSS
5 11 (2.70%) HTML
6 10 (2.45%) jQuery
7 9 (2.21%) AngularJS
7 9 (2.21%) HTML5
8 7 (1.72%) .NET Framework
9 5 (1.23%) XML
10 4 (0.98%) ASP.NET
11 3 (0.74%) Apache Axis
11 3 (0.74%) JDBC
11 3 (0.74%) JMS
11 3 (0.74%) MyBatis
11 3 (0.74%) ODBC
11 3 (0.74%) WCF
11 3 (0.74%) XSLT
Miscellaneous
1 50 (12.25%) Analytical Skills
2 24 (5.88%) Computer Science
3 18 (4.41%) User Experience
4 12 (2.94%) Management Information System
5 8 (1.96%) Client/Server
6 4 (0.98%) Data Structures
6 4 (0.98%) Smart Meter
7 3 (0.74%) Credit Risk
8 2 (0.49%) Fintech
8 2 (0.49%) N-Tier
8 2 (0.49%) OTC Derivatives
9 1 (0.25%) Digital Media
9 1 (0.25%) Driving Licence
9 1 (0.25%) Replication
Operating Systems
1 11 (2.70%) Windows
2 5 (1.23%) Linux
3 3 (0.74%) Red Hat Enterprise Linux
3 3 (0.74%) Unix
4 1 (0.25%) VMS
Processes & Methodologies
1 372 (91.18%) Business Intelligence
2 166 (40.69%) ETL
3 138 (33.82%) Agile Software Development
4 130 (31.86%) Kimball Methodology
5 120 (29.41%) Analytics
6 69 (16.91%) Visualisation
7 58 (14.22%) Scrum
8 55 (13.48%) Mentoring
9 50 (12.25%) Data Modelling
10 40 (9.80%) Dimensional Modelling
11 38 (9.31%) Data Management
12 32 (7.84%) Data Visualisation
13 31 (7.60%) Waterfall
14 29 (7.11%) Data Integration
14 29 (7.11%) Presales
15 28 (6.86%) Data Analysis
16 27 (6.62%) Stakeholder Management
17 23 (5.64%) Data Analytics
18 21 (5.15%) Continuous Integration
18 21 (5.15%) Performance Tuning
Programming Languages
1 332 (81.37%) SQL
2 242 (59.31%) T-SQL
3 139 (34.07%) Data Analysis Expressions (DAX)
4 78 (19.12%) C#
5 44 (10.78%) Java
6 22 (5.39%) VBA
7 21 (5.15%) Data Mining Extensions (DMX)
8 16 (3.92%) JavaScript
9 11 (2.70%) VB.NET
10 5 (1.23%) R
10 5 (1.23%) VBScript
11 4 (0.98%) Perl
12 3 (0.74%) ANSI SQL
12 3 (0.74%) PL/SQL
13 2 (0.49%) PowerShell
13 2 (0.49%) XPath
13 2 (0.49%) XQuery
14 1 (0.25%) XMLA
Qualifications
1 46 (11.27%) Degree
2 40 (9.80%) Microsoft Certification
3 2 (0.49%) PRINCE2 Practitioner
4 1 (0.25%) MCITP
4 1 (0.25%) MCP
4 1 (0.25%) MCSE
4 1 (0.25%) MCTS
Quality Assurance & Compliance
1 26 (6.37%) QA
2 6 (1.47%) Data Quality
3 5 (1.23%) Cyber Essentials
3 5 (1.23%) ISO/IEC 27001
4 3 (0.74%) MiFID
5 1 (0.25%) PCI DSS
5 1 (0.25%) PMO
System Software
1 1 (0.25%) Active Directory
Systems Management
1 3 (0.74%) Control-M
Vendors
1 250 (61.27%) Microsoft
2 115 (28.19%) Tableau
3 67 (16.42%) Oracle
4 44 (10.78%) Cognos
5 14 (3.43%) IBM
6 12 (2.94%) SAP
7 10 (2.45%) Nintex
8 8 (1.96%) Alteryx
9 7 (1.72%) MicroStrategy
10 5 (1.23%) Informatica
11 3 (0.74%) Birst
11 3 (0.74%) Red Hat
11 3 (0.74%) Sybase
12 2 (0.49%) Google
12 2 (0.49%) Hortonworks
12 2 (0.49%) Hyperion
12 2 (0.49%) Pega
13 1 (0.25%) Adobe
13 1 (0.25%) Salesforce.com
13 1 (0.25%) Temenos
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: Yesterday
Chichester, West Sussex
Oxbridge Answers
Salary: 48,000
Posted: 22 hours ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £25000 - £30000 per annum + Bonus + Benefits
Posted: 19 hours ago
South East England
Vivid Resourcing
Salary: £50000 - £55000 per annum + Additional benefits
Posted: 5 days ago
Manchester
Nigel Frank International
Salary: £25000 - £32000 per annum + company benefits
Posted: 4 days ago
Preston
Nigel Frank International
Salary: £25000 - £32000 per annum + company benefits
Posted: 4 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £38000 - £43000 per annum + 5% Bonus, Pension
Posted: 4 days ago
Leicester, Leicestershire
Next
Salary: Completive salary and benefits package including relocation package
Posted: 5 days ago
Chester, Cheshire
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 5 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 4 days ago
East Anglia
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 5 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 5 days ago
Chester
Nigel Frank International
Salary: £40000 - £50000 per annum + company package and benefits
Posted: 7 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: 6 days ago
City of London
Lawrence Harvey
Salary: £600 - £700 per annum
Posted: 9 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and benefits
Posted: 14 days ago
City of London
Venturi
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 14 days ago
City of London
Venturi
Salary: £50000 - £60000 per annum + bonus +Full bens
Posted: 8 days ago
Northamptonshire
Lawrence Harvey
Salary: £45000 - £50000 per annum
Posted: 20 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 21 days ago
West London
London Borough of Ealing
Salary: From £33,996 to £42,450 per annum
Posted: 27 days ago