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

Multidimensional Expressions (MDX)
England > Yorkshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 229 224 244
Rank change year-on-year -5 +20  
Permanent jobs citing MDX 6 10 14
As % of all permanent IT jobs advertised in Yorkshire 0.11% 0.18% 0.20%
As % of the Libraries, Frameworks & Software Standards category 0.28% 0.47% 0.50%
Number of salaries quoted 5 9 8
Yorkshire median annual salary £40,500 £42,500 £41,250
Median salary % change year-on-year -4.70% +3.03%  
10th Percentile £36,750 £31,250 £34,925
90th Percentile £51,850 £47,100 £58,125
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00%  

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 Yorkshire with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Yorkshire
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 2161 2149 2806
As % of all permanent IT job vacancies advertised in Yorkshire 40.55% 38.46% 40.95%
Number of salaries quoted 7583 8332 11203
Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £26,750 £27,500 £25,000
90th Percentile £58,750 £53,750 £55,000
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.55% -  

MDX
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for MDX in Yorkshire

MDX
Salary Trend in Yorkshire

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

Salary trend for MDX in Yorkshire

MDX
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing MDX in Yorkshire over the 3 months to 29 June 2017.

Salary histogram for MDX in Yorkshire

MDX
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the Yorkshire region over the 3 months to 29 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
West Yorkshire +15 3 £47,500 +11.76%
North Yorkshire - 3 £40,000 -
MDX
England

For the 6 months to 29 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 Yorkshire region with a requirement for MDX.

1 13 (100.00%) SQL
1 13 (100.00%) SQL Server Reporting Services
1 13 (100.00%) SQL Server Integration Services
1 13 (100.00%) SQL Server Analysis Services
2 11 (84.62%) Business Intelligence
3 10 (76.92%) Microsoft
4 9 (69.23%) T-SQL
4 9 (69.23%) Data Warehouse
5 8 (61.54%) SQL Server
6 7 (53.85%) OLAP
7 6 (46.15%) Advertising
8 5 (38.46%) BusinessObjects
8 5 (38.46%) Power BI
9 4 (30.77%) ETL
9 4 (30.77%) Microsoft Excel
10 3 (23.08%) CRM
10 3 (23.08%) SharePoint
10 3 (23.08%) UML
10 3 (23.08%) Data Modelling
10 3 (23.08%) Data Architecture
10 3 (23.08%) Data Quality
10 3 (23.08%) Degree
10 3 (23.08%) SQL Server 2012
11 2 (15.38%) Kimball Methodology
11 2 (15.38%) Analytics
11 2 (15.38%) Data Analysis Expressions (DAX)
11 2 (15.38%) Data Governance
11 2 (15.38%) SAP Data Services
11 2 (15.38%) PowerPivot
11 2 (15.38%) Qlik Sense

MDX
Co-occurring IT Skills in Yorkshire 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 3 (23.08%) SharePoint
2 2 (15.38%) WebSphere
Applications
1 4 (30.77%) Microsoft Excel
2 2 (15.38%) MS Visio
Business Applications
1 2 (15.38%) Dynamics CRM
2 1 (7.69%) Dynamics AX
Cloud Services
1 2 (15.38%) PaaS
1 2 (15.38%) SaaS
Database & Business Intelligence
1 13 (100.00%) SQL Server Analysis Services
1 13 (100.00%) SQL Server Integration Services
1 13 (100.00%) SQL Server Reporting Services
2 9 (69.23%) Data Warehouse
3 8 (61.54%) SQL Server
4 7 (53.85%) OLAP
5 5 (38.46%) BusinessObjects
5 5 (38.46%) Power BI
6 3 (23.08%) SQL Server 2012
7 2 (15.38%) Microsoft Analysis Services
7 2 (15.38%) PerformancePoint
7 2 (15.38%) PowerPivot
7 2 (15.38%) Qlik Sense
7 2 (15.38%) SAP Data Services
7 2 (15.38%) SQL Server 2008
7 2 (15.38%) ZAP BI
8 1 (7.69%) MOLAP
8 1 (7.69%) OLTP
8 1 (7.69%) ROLAP
8 1 (7.69%) SQL Server 2014
General
1 6 (46.15%) Advertising
2 2 (15.38%) Finance
3 1 (7.69%) Marketing
Job Titles
1 11 (84.62%) Developer
2 9 (69.23%) Business Intelligence Developer
3 3 (23.08%) Business Developer
3 3 (23.08%) SQL Developer
4 2 (15.38%) Architect
4 2 (15.38%) Solutions Architect
4 2 (15.38%) SQL BI Developer
4 2 (15.38%) SSRS Developer
5 1 (7.69%) Junior
5 1 (7.69%) Junior Business Intelligence Developer
5 1 (7.69%) Junior Developer
5 1 (7.69%) Report Developer
5 1 (7.69%) Senior Developer
5 1 (7.69%) Senior SQL Developer
5 1 (7.69%) SQL Server BI Developer
5 1 (7.69%) SQL Server Developer
5 1 (7.69%) SSAS Developer
5 1 (7.69%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
2 1 (7.69%) COM
Miscellaneous
1 2 (15.38%) Data Structures
2 1 (7.69%) Management Information System
Processes & Methodologies
1 11 (84.62%) Business Intelligence
2 4 (30.77%) ETL
3 3 (23.08%) CRM
3 3 (23.08%) Data Architecture
3 3 (23.08%) Data Modelling
3 3 (23.08%) UML
4 2 (15.38%) Analytics
4 2 (15.38%) Data Analysis
4 2 (15.38%) Data Governance
4 2 (15.38%) Kimball Methodology
4 2 (15.38%) Open Source
4 2 (15.38%) Presales
4 2 (15.38%) SSADM
4 2 (15.38%) TOGAF
4 2 (15.38%) Validation
4 2 (15.38%) Workflow
5 1 (7.69%) ETL Development
5 1 (7.69%) Inmon Methodology
5 1 (7.69%) Performance Tuning
5 1 (7.69%) Stakeholder Engagement
Programming Languages
1 13 (100.00%) SQL
2 9 (69.23%) T-SQL
3 2 (15.38%) C#
3 2 (15.38%) Data Analysis Expressions (DAX)
4 1 (7.69%) VB.NET
Qualifications
1 3 (23.08%) Degree
2 1 (7.69%) MCSE
2 1 (7.69%) Microsoft Certification
2 1 (7.69%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 3 (23.08%) Data Quality
2 2 (15.38%) Cyber Essentials
2 2 (15.38%) ISO/IEC 27001
Vendors
1 10 (76.92%) Microsoft
2 2 (15.38%) IBM
2 2 (15.38%) Nintex
2 2 (15.38%) Pega
2 2 (15.38%) SAP
3 1 (7.69%) Salesforce.com