The following table provides summary statistics for permanent job vacancies advertised in the North West 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)
England / North West
Rank 235 210 247
Rank change year-on-year -25 +37  
Permanent jobs citing MDX 13 25 9
As % of all permanent IT jobs advertised in the North West 0.21% 0.44% 0.14%
As % of the Libraries, Frameworks & Software Standards category 0.49% 1.18% 0.34%
Number of salaries quoted 11 22 9
Median salary £37,500 £41,250 £46,000
Median salary % change year-on-year -9.09% -10.32%  
90% offered a salary of more than £30,000 £35,000 £40,000
10% offered a salary of more than £60,000 £64,500 £57,500
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 the North West with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
North West
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 2676 2123 2621
As % of all permanent IT job vacancies advertised in the North West 44.14% 37.32% 39.83%
Number of salaries quoted 2287 1833 2228
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,000 £28,500 £26,500
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

MDX
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 North West

MDX
Salary Trend in the North West

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

Salary trend for MDX in the North West

MDX
Salary Histogram in the North West

The salary distribution of IT jobs citing MDX in the North West over the 3 months to 26 March 2017.

Salary histogram for MDX in the North West

MDX
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the North West region 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
Manchester -31 7 £37,500 -11.76% 4
Cheshire +14 4 £42,500 +6.25% 6
Lancashire -3 2 £33,000 -22.35% 1
MDX
England

MDX
Top 30 Related IT Skills in the North West

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 across the North West region with a requirement for MDX.

1 33 (100.00%) Business Intelligence
1 33 (100.00%) SQL Server Reporting Services
1 33 (100.00%) SQL Server Integration Services
2 32 (96.97%) SQL
3 31 (93.94%) T-SQL
4 28 (84.85%) SQL Server
5 21 (63.64%) Power BI
6 19 (57.58%) Microsoft
6 19 (57.58%) SQL Server Analysis Services
7 17 (51.52%) Tableau
8 16 (48.48%) Analytics
9 14 (42.42%) Data Analysis
9 14 (42.42%) Data Warehouse
9 14 (42.42%) VBA
10 13 (39.39%) Data Analytics
11 12 (36.36%) Data Mining
12 11 (33.33%) Data Modelling
13 10 (30.30%) MySQL
14 7 (21.21%) Advertising
14 7 (21.21%) Agile Software Development
14 7 (21.21%) OLAP
15 6 (18.18%) E-Commerce
15 6 (18.18%) MS Excel
15 6 (18.18%) Legal
15 6 (18.18%) Big Data
16 5 (15.15%) SQL Server 2012
16 5 (15.15%) SQL Server 2008
16 5 (15.15%) Hadoop
16 5 (15.15%) MS Access
17 4 (12.12%) Finance

MDX
Top Related IT Skills in the North West 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 2 (6.06%) Apache Spark
2 1 (3.03%) Oracle SOA Suite
Applications
1 6 (18.18%) MS Excel
Cloud Services
1 4 (12.12%) SaaS
2 1 (3.03%) Amazon AWS
2 1 (3.03%) IaaS
2 1 (3.03%) Microsoft Azure
2 1 (3.03%) PaaS
Database & Business Intelligence
1 33 (100.00%) SQL Server Integration Services
1 33 (100.00%) SQL Server Reporting Services
2 28 (84.85%) SQL Server
3 21 (63.64%) Power BI
4 19 (57.58%) SQL Server Analysis Services
5 14 (42.42%) Data Warehouse
6 12 (36.36%) Data Mining
7 10 (30.30%) MySQL
8 7 (21.21%) OLAP
9 6 (18.18%) Big Data
10 5 (15.15%) Hadoop
10 5 (15.15%) MS Access
10 5 (15.15%) SQL Server 2008
10 5 (15.15%) SQL Server 2012
11 4 (12.12%) Business Intelligence Development Studio
12 3 (9.09%) SQL Server 2014
13 2 (6.06%) Datazen
13 2 (6.06%) PowerPivot
13 2 (6.06%) Relational Database
14 1 (3.03%) MongoDB
Development Applications
1 1 (3.03%) JIRA
1 1 (3.03%) Selenium
General
1 7 (21.21%) Advertising
2 6 (18.18%) Legal
3 4 (12.12%) Finance
Job Titles
1 14 (42.42%) Analyst
2 11 (33.33%) Data Analyst
3 10 (30.30%) Developer
3 10 (30.30%) SQL Analyst
3 10 (30.30%) SQL Data Analyst
3 10 (30.30%) SQL Server Analyst
4 9 (27.27%) SSIS Analyst
4 9 (27.27%) SSRS Analyst
5 8 (24.24%) Business Intelligence Developer
6 5 (15.15%) Senior Developer
6 5 (15.15%) SSAS Developer
6 5 (15.15%) SSIS Developer
7 4 (12.12%) Senior Business Intelligence Developer
8 3 (9.09%) Architect
8 3 (9.09%) Business Intelligence Architect
8 3 (9.09%) SQL Developer
9 2 (6.06%) Business Intelligence Analyst
9 2 (6.06%) SQL BI Developer
10 1 (3.03%) Business Intelligence Solutions Architect
10 1 (3.03%) Microsoft BI Architect
Libraries, Frameworks & Software Standards
1 1 (3.03%) .NET
1 1 (3.03%) .NET Framework
1 1 (3.03%) ASP.NET
1 1 (3.03%) ASP.NET Web API
1 1 (3.03%) Entity Framework
1 1 (3.03%) RESTful
1 1 (3.03%) SOAP
1 1 (3.03%) WCF
1 1 (3.03%) Web Services
1 1 (3.03%) WinForms
1 1 (3.03%) WPF
1 1 (3.03%) XML
Miscellaneous
1 4 (12.12%) Analytical Skills
1 4 (12.12%) Smart Meter
2 1 (3.03%) Management Information System
2 1 (3.03%) N-Tier
Operating Systems
1 1 (3.03%) Windows
Processes & Methodologies
1 33 (100.00%) Business Intelligence
2 16 (48.48%) Analytics
3 14 (42.42%) Data Analysis
4 13 (39.39%) Data Analytics
5 11 (33.33%) Data Modelling
6 7 (21.21%) Agile Software Development
7 6 (18.18%) E-Commerce
8 3 (9.09%) DevOps
8 3 (9.09%) Stakeholder Management
9 2 (6.06%) Data Architecture
9 2 (6.06%) ETL
9 2 (6.06%) IT Strategy
9 2 (6.06%) Kimball Methodology
9 2 (6.06%) Mentoring
9 2 (6.06%) Performance Tuning
10 1 (3.03%) Content Management
10 1 (3.03%) Data Management
10 1 (3.03%) Migration
10 1 (3.03%) MVC
10 1 (3.03%) SOA
Programming Languages
1 32 (96.97%) SQL
2 31 (93.94%) T-SQL
3 14 (42.42%) VBA
4 2 (6.06%) Data Analysis Expressions (DAX)
5 1 (3.03%) C#
5 1 (3.03%) Java
5 1 (3.03%) VB.NET
5 1 (3.03%) XPath
5 1 (3.03%) XQuery
Qualifications
1 3 (9.09%) Degree
Vendors
1 19 (57.58%) Microsoft
2 17 (51.52%) Tableau
3 1 (3.03%) Google
3 1 (3.03%) Oracle
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