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

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Multidimensional Expressions (MDX)
UK
Rank 686 565 688
Rank change year-on-year -121 +123  
Permanent jobs citing MDX 175 425 283
As % of all permanent IT jobs advertised in the UK 0.21% 0.41% 0.27%
As % of the Libraries, Frameworks & Software Standards category 0.52% 1.07% 0.70%
Number of salaries quoted 152 363 256
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 £67,500 £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 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 33569 39639 40144
As % of all permanent IT job vacancies advertised in the UK 39.99% 38.34% 37.72%
Number of salaries quoted 28635 34132 34071
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,500 £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

The job posting trend of jobs advertised 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 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 26 March 2017.

Salary histogram for MDX in the UK

MDX
Top 30 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 26 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
England -81 173 £52,500 -4.54% 38
London -67 108 £55,000 -4.34% 16
South East +60 35 £52,500 +5.00% 1
City of London +4 26 £52,500 -8.69% 7
Surrey +60 21 £55,000 +10.00%
North West -25 13 £37,500 -9.09% 11
Redhill - 10 £60,000 -
Hampshire +32 7 £47,500 -20.83%
Yorkshire +6 7 £29,025 -35.50% 2
Manchester -31 7 £37,500 -11.76% 4
East of England +14 5 £36,000 -40.00% 3
West Yorkshire +18 4 £35,000 -22.22% 1
Cheshire +14 4 £42,500 +6.25% 6
Leeds +11 4 £35,000 -22.22% 1
Staines -10 4 - -
West Sussex - 4 £60,000 -
West Midlands +19 3 £35,000 -22.22% 1
Berkshire +17 3 £45,000 -10.00%
North Yorkshire +11 3 £29,025 -58.53% 1
Gatwick - 3 £60,000 -
Guildford - 3 £55,000 -
Chorley +2 2 £33,000 -22.35%
East Midlands +1 2 £43,750 +9.37% 3
Lancashire -3 2 £33,000 -22.35% 1
Norfolk - 2 £32,500 - 1
Northamptonshire - 2 £43,750 - 1
Cheadle - 2 £60,000 -
Norwich - 2 £32,500 -
Middlesbrough - 2 £29,013 - 1
Suffolk +25 1 £36,000 -42.40% 1

MDX
Top 30 Related IT Skills

For the 6 months to 26 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 with a requirement for MDX.

1 369 (90.89%) Business Intelligence
2 347 (85.47%) SQL Server Integration Services
3 333 (82.02%) SQL
4 328 (80.79%) SQL Server
5 319 (78.57%) SQL Server Analysis Services
6 305 (75.12%) SQL Server Reporting Services
7 259 (63.79%) Data Warehouse
8 248 (61.08%) Microsoft
9 242 (59.61%) T-SQL
10 167 (41.13%) Power BI
11 163 (40.15%) ETL
12 136 (33.50%) Agile Software Development
13 132 (32.51%) Data Analysis Expressions (DAX)
14 124 (30.54%) Kimball Methodology
15 122 (30.05%) Analytics
16 118 (29.06%) .NET
17 114 (28.08%) Tableau
18 111 (27.34%) MS Excel
19 105 (25.86%) SQL Server 2012
20 103 (25.37%) Finance
21 100 (24.63%) Microsoft Azure
22 91 (22.41%) OLAP
23 89 (21.92%) QlikView
24 87 (21.43%) Legal
25 80 (19.70%) SQL Server 2014
26 74 (18.23%) C#
27 73 (17.98%) Big Data
27 73 (17.98%) Relational Database
28 70 (17.24%) Visualisation
29 65 (16.01%) SQL Server 2016

MDX
Top Related 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 24 (5.91%) SharePoint
2 15 (3.69%) SAS
3 12 (2.96%) WebSphere
4 7 (1.72%) SharePoint 2013
5 6 (1.48%) Oracle SOA Suite
6 4 (0.99%) Tomcat
7 2 (0.49%) Apache Spark
8 1 (0.25%) SharePoint Server
Applications
1 111 (27.34%) MS Excel
2 13 (3.20%) MS Visio
3 8 (1.97%) MS Office
4 1 (0.25%) MS PowerPoint
Business Applications
1 30 (7.39%) Cognos Business Intelligence
2 9 (2.22%) Cognos Planning
3 4 (0.99%) Dynamics AX
3 4 (0.99%) Dynamics CRM
4 2 (0.49%) Cognos TM1
4 2 (0.49%) SAP BPC
5 1 (0.25%) Oracle Financials
Cloud Services
1 100 (24.63%) Microsoft Azure
2 12 (2.96%) SaaS
3 10 (2.46%) Data Lake Analytics
4 6 (1.48%) PaaS
5 5 (1.23%) Amazon AWS
6 1 (0.25%) IaaS
Communications & Networking
1 3 (0.74%) DNS
2 2 (0.49%) Firewall
3 1 (0.25%) DHCP
3 1 (0.25%) Internet
3 1 (0.25%) WebEx
Database & Business Intelligence
1 347 (85.47%) SQL Server Integration Services
2 328 (80.79%) SQL Server
3 319 (78.57%) SQL Server Analysis Services
4 305 (75.12%) SQL Server Reporting Services
5 259 (63.79%) Data Warehouse
6 167 (41.13%) Power BI
7 105 (25.86%) SQL Server 2012
8 91 (22.41%) OLAP
9 89 (21.92%) QlikView
10 80 (19.70%) SQL Server 2014
11 73 (17.98%) Big Data
11 73 (17.98%) Relational Database
12 65 (16.01%) SQL Server 2016
13 56 (13.79%) SQL Server 2008
14 53 (13.05%) Microsoft Analysis Services
15 49 (12.07%) Azure SQL Database
16 41 (10.10%) Data Mining
17 30 (7.39%) Cognos Analysis Studio
17 30 (7.39%) Cognos Event Studio
17 30 (7.39%) Cognos Report Studio
Development Applications
1 23 (5.67%) Visual Studio
2 13 (3.20%) Subversion
3 12 (2.96%) SQL Server Management Studio (SSMS)
4 11 (2.71%) Team Foundation Server
5 8 (1.97%) MSTest
6 7 (1.72%) SpecFlow
7 5 (1.23%) Maven
8 4 (0.99%) Eclipse
9 3 (0.74%) Log4j
10 2 (0.49%) JUnit
11 1 (0.25%) JIRA
11 1 (0.25%) NSubstitute
11 1 (0.25%) Rhino Mocks
11 1 (0.25%) Selenium
11 1 (0.25%) Visual Studio Tools for Office
11 1 (0.25%) WiX
General
1 103 (25.37%) Finance
2 87 (21.43%) Legal
3 40 (9.85%) Advertising
4 38 (9.36%) Banking
5 32 (7.88%) Retail
6 10 (2.46%) Marketing
7 4 (0.99%) Billing
7 4 (0.99%) Front Office
7 4 (0.99%) Investment Banking
8 2 (0.49%) French Language
9 1 (0.25%) Financial Institution
9 1 (0.25%) Law
9 1 (0.25%) Local Government
9 1 (0.25%) Manufacturing
9 1 (0.25%) Pharmaceutical
Job Titles
1 241 (59.36%) Developer
2 176 (43.35%) Business Intelligence Developer
3 96 (23.65%) SQL Developer
4 78 (19.21%) SSIS Developer
5 74 (18.23%) SSAS Developer
6 60 (14.78%) SQL BI Developer
7 57 (14.04%) SSRS Developer
8 49 (12.07%) Consultant
9 45 (11.08%) Analyst
10 43 (10.59%) Business Developer
11 41 (10.10%) Business Intelligence Consultant
12 39 (9.61%) Senior Developer
13 38 (9.36%) SQL Server Developer
14 34 (8.37%) Microsoft BI Consultant
15 31 (7.64%) Senior Business Intelligence Developer
16 30 (7.39%) Microsoft Consultant
17 28 (6.90%) Architect
18 26 (6.40%) Business Intelligence Lead
18 26 (6.40%) SQL Analyst
19 25 (6.16%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 118 (29.06%) .NET
2 30 (7.39%) Web Services
3 16 (3.94%) SOAP
4 14 (3.45%) J2EE
5 13 (3.20%) RESTful
6 11 (2.71%) CSS
6 11 (2.71%) HTML
7 10 (2.46%) jQuery
8 9 (2.22%) AngularJS
8 9 (2.22%) HTML5
9 6 (1.48%) .NET Framework
10 5 (1.23%) XML
11 3 (0.74%) Apache Axis
11 3 (0.74%) ASP.NET
11 3 (0.74%) Gson
11 3 (0.74%) JDBC
11 3 (0.74%) JMS
11 3 (0.74%) MyBatis
11 3 (0.74%) ODBC
11 3 (0.74%) XSLT
Miscellaneous
1 51 (12.56%) Analytical Skills
2 24 (5.91%) Computer Science
3 15 (3.69%) User Experience
4 12 (2.96%) Management Information System
5 8 (1.97%) Client/Server
6 4 (0.99%) Data Structures
6 4 (0.99%) Smart Meter
7 3 (0.74%) Credit Risk
8 2 (0.49%) Fintech
8 2 (0.49%) OTC Derivatives
9 1 (0.25%) Digital Media
9 1 (0.25%) Driving Licence
9 1 (0.25%) N-Tier
9 1 (0.25%) Replication
Operating Systems
1 10 (2.46%) 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
1 369 (90.89%) Business Intelligence
2 163 (40.15%) ETL
3 136 (33.50%) Agile Software Development
4 124 (30.54%) Kimball Methodology
5 122 (30.05%) Analytics
6 70 (17.24%) Visualisation
7 58 (14.29%) Scrum
8 54 (13.30%) Mentoring
9 50 (12.32%) Data Modelling
10 41 (10.10%) Dimensional Modelling
11 38 (9.36%) Data Management
12 32 (7.88%) Data Visualisation
13 30 (7.39%) Presales
14 28 (6.90%) Data Analysis
14 28 (6.90%) Stakeholder Management
14 28 (6.90%) Waterfall
15 26 (6.40%) Data Integration
16 24 (5.91%) Data Analytics
17 23 (5.67%) Performance Tuning
18 21 (5.17%) Continuous Integration
Programming Languages
1 333 (82.02%) SQL
2 242 (59.61%) T-SQL
3 132 (32.51%) Data Analysis Expressions (DAX)
4 74 (18.23%) C#
5 41 (10.10%) Java
6 24 (5.91%) VBA
7 21 (5.17%) Data Mining Extensions (DMX)
8 16 (3.94%) JavaScript
9 11 (2.71%) VB.NET
10 5 (1.23%) R
10 5 (1.23%) VBScript
11 4 (0.99%) PowerShell
12 3 (0.74%) ANSI SQL
12 3 (0.74%) Perl
12 3 (0.74%) PL/SQL
13 1 (0.25%) XMLA
13 1 (0.25%) XPath
13 1 (0.25%) XQuery
Qualifications
1 47 (11.58%) Degree
2 37 (9.11%) Microsoft Certification
3 2 (0.49%) PRINCE2 Practitioner
4 1 (0.25%) MCITP
4 1 (0.25%) MCSE
4 1 (0.25%) MCTS
Quality Assurance & Compliance
1 26 (6.40%) QA
2 6 (1.48%) 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
1 248 (61.08%) Microsoft
2 114 (28.08%) Tableau
3 64 (15.76%) Oracle
4 45 (11.08%) Cognos
5 15 (3.69%) IBM
6 14 (3.45%) SAP
7 10 (2.46%) Nintex
8 8 (1.97%) Alteryx
9 7 (1.72%) MicroStrategy
10 4 (0.99%) Birst
10 4 (0.99%) Informatica
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%) Logi Analytics
13 1 (0.25%) RedGate
13 1 (0.25%) TARGIT
South East England
Vivid Resourcing
Salary: £50000 - £55000 per annum + Additional benefits
Posted: 2 days ago
Manchester
Nigel Frank International
Salary: £25000 - £32000 per annum + company benefits
Posted: 2 days ago
Preston
Nigel Frank International
Salary: £25000 - £32000 per annum + company benefits
Posted: 2 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £38000 - £43000 per annum + 5% Bonus, Pension
Posted: 2 days ago
Leicester, Leicestershire
Next
Salary: Completive salary and benefits package including relocation package
Posted: 3 days ago
Chester, Cheshire
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 3 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 2 days ago
Crewe, Cheshire
Assurant Solutions
Salary: Competitive
Posted: 11 hours ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and benefits
Posted: 4 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 4 days ago
East Anglia
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 3 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 3 days ago
Chester
Nigel Frank International
Salary: £40000 - £50000 per annum + company package and benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: 4 days ago
Norfolk
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 6 days ago
London
Austin Fraser
Salary: £60000 - £85000 per annum
Posted: 5 days ago
Bury St. Edmunds, Suffolk
TLP Consultancy Ltd.
Salary: £27000 - £45000 per annum + package
Posted: 5 days ago
City of London
Lawrence Harvey
Salary: £600 - £700 per annum
Posted: 6 days ago
City, London
Venturi
Salary: £50000 - £60000 per annum + bonus +Full bens
Posted: 6 days ago
Manchester
Applause IT Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 26 days ago
Northamptonshire
Lawrence Harvey
Salary: £45000 - £50000 per annum
Posted: 18 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 18 days ago
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: 27 days ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 27 days ago
Middlesbrough
Hays Specialist Recruitment Ltd
Salary: £24000.00 - £34000.00 per annum
Posted: 27 days ago
West London
London Borough of Ealing
Salary: From £33,996 to £42,450 per annum
Posted: 25 days ago
City of London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 27 days ago
East Midlands
Interquest - IQ Tech
Salary: £55000 - £65000 per annum
Posted: 26 days ago