The following table provides summary statistics for permanent job vacancies 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 625 682 587
Rank change year-on-year +57 -95  
Permanent jobs citing MDX 253 256 422
As % of all permanent IT jobs advertised in the UK 0.28% 0.26% 0.39%
As % of the Libraries, Frameworks & Software Standards category 0.70% 0.67% 1.01%
Number of salaries quoted 210 211 343
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00%  
90% offered a salary of more than £36,250 £37,500 £35,850
10% offered a salary of more than £71,250 £71,250 £71,250
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 with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 36222 38335 41749
As % of all permanent IT job vacancies advertised in the UK 40.73% 38.96% 38.13%
Number of salaries quoted 139498 148070 160996
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £28,750 £27,500
10% offered a salary of more than £73,750 £68,750 £72,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

MDX
Job Vacancy Trend

Job postings citing MDX as a percentage of all IT jobs advertised.

Job vacancy trend for MDX in the UK

MDX
Salary Trend

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

Salary trend for MDX in the UK

MDX
Salary Histogram

The salary distribution of IT jobs citing MDX over the 3 months to 28 June 2017.

Salary histogram for MDX in the UK

MDX
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the UK over the 3 months to 28 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
England +67 251 £52,500 - 18
London +43 152 £57,500 - 7
UK excluding London +36 99 £40,000 -11.11% 12
Midlands +27 35 £40,000 -11.11% 2
North of England -1 29 £40,000 -3.03% 4
South East +41 23 £47,750 -16.95% 3
East of England -11 10 £42,500 -19.04% 2
Scotland +19 1 £55,000 +0.91% 1
South West -8 1 - -

For the 6 months to 28 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 with a requirement for MDX.

1 399 (90.89%) Business Intelligence
2 379 (86.33%) SQL Server Analysis Services
3 369 (84.05%) SQL Server
4 363 (82.69%) SQL Server Integration Services
5 345 (78.59%) SQL Server Reporting Services
6 343 (78.13%) SQL
7 302 (68.79%) Microsoft
8 269 (61.28%) Data Warehouse
9 239 (54.44%) T-SQL
10 211 (48.06%) Power BI
11 207 (47.15%) ETL
12 155 (35.31%) .NET
13 153 (34.85%) Agile Software Development
14 146 (33.26%) Data Analysis Expressions (DAX)
15 144 (32.80%) Kimball Methodology
16 132 (30.07%) Finance
17 119 (27.11%) C#
18 118 (26.88%) OLAP
19 115 (26.20%) Tableau
20 110 (25.06%) Microsoft Azure
21 109 (24.83%) SQL Server 2012
22 105 (23.92%) QlikView
23 93 (21.18%) Legal
24 84 (19.13%) SQL Server 2008
25 80 (18.22%) Oracle
26 77 (17.54%) SQL Server 2014
27 76 (17.31%) Analytics
28 74 (16.86%) Big Data
29 67 (15.26%) Scrum
30 61 (13.90%) Mentoring

MDX
Co-occurring IT Skills 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 42 (9.57%) SharePoint
2 13 (2.96%) SAS
2 13 (2.96%) WebSphere
3 10 (2.28%) Oracle SOA Suite
4 7 (1.59%) 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 54 (12.30%) Microsoft Excel
2 24 (5.47%) MS Visio
3 14 (3.19%) Microsoft Office
4 2 (0.46%) SPSS
Business Applications
1 10 (2.28%) Dynamics CRM
2 8 (1.82%) Cognos Business Intelligence
3 6 (1.37%) Dynamics AX
4 3 (0.68%) Cognos TM1
Cloud Services
1 110 (25.06%) Microsoft Azure
2 9 (2.05%) SaaS
3 7 (1.59%) 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
6 3 (0.68%) Office 365
7 2 (0.46%) Amazon EC2
7 2 (0.46%) Amazon EMR
7 2 (0.46%) IaaS
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
1 379 (86.33%) SQL Server Analysis Services
2 369 (84.05%) SQL Server
3 363 (82.69%) SQL Server Integration Services
4 345 (78.59%) SQL Server Reporting Services
5 269 (61.28%) Data Warehouse
6 211 (48.06%) Power BI
7 118 (26.88%) OLAP
8 109 (24.83%) SQL Server 2012
9 105 (23.92%) QlikView
10 84 (19.13%) SQL Server 2008
11 77 (17.54%) SQL Server 2014
12 74 (16.86%) Big Data
13 58 (13.21%) SQL Server 2016
14 55 (12.53%) Relational Database
15 51 (11.62%) Microsoft Analysis Services
16 43 (9.79%) Azure SQL Data Warehouse
17 42 (9.57%) OLAP Cube
18 30 (6.83%) BusinessObjects
19 24 (5.47%) Azure SQL Database
19 24 (5.47%) Data Mining
Development Applications
1 19 (4.33%) Team Foundation Server
2 17 (3.87%) 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
1 132 (30.07%) Finance
2 93 (21.18%) Legal
3 47 (10.71%) Banking
4 45 (10.25%) Retail
5 33 (7.52%) Advertising
6 18 (4.10%) 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 (61.50%) Developer
2 200 (45.56%) Business Intelligence Developer
3 121 (27.56%) SQL Developer
4 105 (23.92%) SSAS Developer
5 90 (20.50%) SSIS Developer
6 83 (18.91%) SQL BI Developer
7 63 (14.35%) Analyst
8 61 (13.90%) SQL Server Developer
9 58 (13.21%) SSRS Developer
10 53 (12.07%) Senior Developer
11 47 (10.71%) Consultant
12 45 (10.25%) Senior Business Intelligence Developer
13 44 (10.02%) SQL Server BI Developer
14 40 (9.11%) Business Developer
15 29 (6.61%) Business Intelligence Consultant
16 27 (6.15%) Microsoft BI Consultant
17 26 (5.92%) Microsoft Consultant
18 24 (5.47%) Microsoft BI Developer
19 23 (5.24%) SQL Analyst
20 22 (5.01%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 155 (35.31%) .NET
2 28 (6.38%) ASP.NET
3 26 (5.92%) Web Services
4 19 (4.33%) .NET Framework
4 19 (4.33%) SOAP
5 18 (4.10%) RESTful
6 15 (3.42%) Entity Framework
7 13 (2.96%) 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 (1.59%) jQuery
10 7 (1.59%) 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 54 (12.30%) Analytical Skills
2 37 (8.43%) Greenfield Project
3 34 (7.74%) Computer Science
4 21 (4.78%) User Experience
5 16 (3.64%) Management Information System
6 10 (2.28%) Data Structures
7 9 (2.05%) N-Tier
8 6 (1.37%) Enterprise Software
9 4 (0.91%) Client/Server
10 1 (0.23%) Clustering
10 1 (0.23%) Data Centre
10 1 (0.23%) Digital Media
10 1 (0.23%) Driving Licence
10 1 (0.23%) Enterprise Storage
10 1 (0.23%) Fintech
10 1 (0.23%) Hedge funds
10 1 (0.23%) Reinsurance
Operating Systems
1 27 (6.15%) Windows
2 8 (1.82%) Linux
3 7 (1.59%) 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
1 399 (90.89%) Business Intelligence
2 207 (47.15%) ETL
3 153 (34.85%) Agile Software Development
4 144 (32.80%) Kimball Methodology
5 76 (17.31%) Analytics
6 67 (15.26%) Scrum
7 61 (13.90%) Mentoring
8 58 (13.21%) Visualisation
9 51 (11.62%) Performance Tuning
10 47 (10.71%) Data Modelling
11 40 (9.11%) Data Integration
12 39 (8.88%) Data Management
12 39 (8.88%) Data Visualisation
13 36 (8.20%) Waterfall
14 35 (7.97%) Stakeholder Management
15 34 (7.74%) Dimensional Modelling
16 26 (5.92%) Data Analysis
17 22 (5.01%) Continuous Integration
18 19 (4.33%) Presales
19 18 (4.10%) Test Automation
Programming Languages
1 343 (78.13%) SQL
2 239 (54.44%) T-SQL
3 146 (33.26%) Data Analysis Expressions (DAX)
4 119 (27.11%) C#
5 52 (11.85%) Java
6 22 (5.01%) VB.NET
7 13 (2.96%) 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%) VBA
11 4 (0.91%) VBScript
12 3 (0.68%) C++
13 1 (0.23%) Perl
13 1 (0.23%) PL/SQL
13 1 (0.23%) XMLA
Qualifications
1 55 (12.53%) Degree
2 38 (8.66%) 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 (4.10%) QA
2 13 (2.96%) 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 (1.59%) 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
1 302 (68.79%) Microsoft
2 115 (26.20%) Tableau
3 80 (18.22%) Oracle
4 33 (7.52%) Cognos
5 18 (4.10%) SAP
6 10 (2.28%) Alteryx
7 9 (2.05%) IBM
8 8 (1.82%) MicroStrategy
8 8 (1.82%) Vertica
9 7 (1.59%) 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
Manchester
Nigel Frank International
Salary: £40000 - £65000 per annum
Posted: Yesterday
London
Nigel Frank International
Salary: £55000 - £65000 per annum
Posted: 2 days ago
Manchester
Nigel Frank International
Salary: £50000 - £65000 per annum + company benefits
Posted: 2 days ago
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 Per Annum Plus excellent benefits
Posted: Yesterday
Chorley, Lancashire
Verticality Ltd
Salary: Salary £30-35k DOE + extensive benefits
Posted: Yesterday
Midlands
Harvey Nash plc
Salary: £40000 - £45000 per annum + Benefits Package
Posted: 2 days ago
Swanley, Kent
RecruitmentRevolution.com Limited
Salary: From £30,000 to £35,000 per annum + bonus + benefits
Posted: 14 hours ago
Surrey
Venturi
Salary: £40000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 4 days ago
Surrey
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Colossus Associates
Salary: £40000 - £60000 per annum, Benefits 0
Posted: 6 days ago
Manchester, Lancashire
Premier IT
Posted: 6 days ago
Brentwood, Essex
Shawbrook
Posted: 5 days ago
London
Talent Spa
Salary: £70k per year
Posted: 5 days ago
London
Hitachi Consulting UK
Salary: From £65,000 to £70,000 per annum
Posted: 6 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + Bonus, Pension & Flexible Working
Posted: 16 days ago
Hertfordshire
Eutopia Solutions Ltd
Salary: £50000 - £55000 per annum + + Benefits
Posted: 6 days ago