Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
England > North West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 345 325 341
Rank change year-on-year -20 +16 +28
Permanent jobs citing MDX 29 30 37
As % of all permanent IT jobs advertised in the North West 0.22% 0.24% 0.28%
As % of the Libraries, Frameworks & Software Standards category 0.50% 0.58% 0.72%
Number of salaries quoted 26 28 38
North West median annual salary £32,500 £41,250 £43,750
Median salary % change year-on-year -21.21% -5.71% +16.67%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £50,000 £63,750 £54,000
England median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -4.55%

MDX is in the Software Libraries and Frameworks category. The following 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5836 5208 5146
As % of all permanent IT jobs advertised in the North West 44.37% 41.79% 39.37%
Number of salaries quoted 4852 4539 4425
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £62,500 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

MDX
Job Vacancy Trend in the North West

Job postings citing MDX as a percentage of all IT jobs advertised in the North West.

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 6 months to 18 November 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 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Lancashire +6 14 £32,500 -1.52%
Manchester -25 7 £47,500 -17.39% 1
Cheshire - 4 £50,000 - 1
Merseyside +23 3 £37,500 +25.00%
MDX
England

For the 6 months to 18 November 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 29 (100.00%) SQL
2 28 (96.55%) Business Intelligence
3 27 (93.10%) T-SQL
4 24 (82.76%) SQL Server
4 24 (82.76%) Microsoft
5 17 (58.62%) Analytics
6 15 (51.72%) Tableau
6 15 (51.72%) VBA
7 14 (48.28%) Management Information System
7 14 (48.28%) Data Analytics
7 14 (48.28%) Dashboard Development
8 13 (44.83%) SQL Server Reporting Services
8 13 (44.83%) SQL Server Integration Services
8 13 (44.83%) SQL Server Analysis Services
9 12 (41.38%) Power BI
10 8 (27.59%) ETL
11 6 (20.69%) Data Warehouse
11 6 (20.69%) Advertising
12 5 (17.24%) Microsoft Excel
13 4 (13.79%) OLAP
14 3 (10.34%) Finance
14 3 (10.34%) Oracle
14 3 (10.34%) OLAP Cube
14 3 (10.34%) Data Analysis Expressions (DAX)
15 2 (6.90%) Performance Tuning
15 2 (6.90%) Data Visualisation
15 2 (6.90%) Data Modelling
15 2 (6.90%) Web Services
15 2 (6.90%) XML
15 2 (6.90%) Java

MDX
Co-occurring 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 1 (3.45%) Oracle SOA Suite
Applications
1 5 (17.24%) Microsoft Excel
Database & Business Intelligence
1 24 (82.76%) SQL Server
2 13 (44.83%) SQL Server Analysis Services
2 13 (44.83%) SQL Server Integration Services
2 13 (44.83%) SQL Server Reporting Services
3 12 (41.38%) Power BI
4 6 (20.69%) Data Warehouse
5 4 (13.79%) OLAP
6 3 (10.34%) OLAP Cube
7 1 (3.45%) Business Intelligence Development Studio
7 1 (3.45%) Crystal Reports
7 1 (3.45%) MongoDB
7 1 (3.45%) MS Access
7 1 (3.45%) MySQL
7 1 (3.45%) Oracle Reports
7 1 (3.45%) PostgreSQL
7 1 (3.45%) SQL Server 2012
7 1 (3.45%) SQL Server 2014
7 1 (3.45%) SQL Server 2016
Development Applications
1 1 (3.45%) JIRA
1 1 (3.45%) Selenium
1 1 (3.45%) SQL Server Management Studio (SSMS)
General
1 6 (20.69%) Advertising
2 3 (10.34%) Finance
3 1 (3.45%) Legal
Job Titles
1 25 (86.21%) Developer
2 24 (82.76%) Business Intelligence Developer
3 21 (72.41%) SQL Developer
4 20 (68.97%) SQL BI Developer
5 13 (44.83%) Tableau Developer
6 8 (27.59%) Power BI Developer
7 7 (24.14%) Business Developer
8 6 (20.69%) Analyst
9 5 (17.24%) Business Intelligence Analyst
9 5 (17.24%) SQL Analyst
10 4 (13.79%) Analyst Developer
11 2 (6.90%) SSAS Developer
11 2 (6.90%) SSRS Developer
12 1 (3.45%) Business Consultant
12 1 (3.45%) Business Intelligence Consultant
12 1 (3.45%) Business Intelligence Lead
12 1 (3.45%) Consultant
12 1 (3.45%) Developer Analyst
12 1 (3.45%) Lead Developer
12 1 (3.45%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (6.90%) Web Services
1 2 (6.90%) XML
2 1 (3.45%) .NET
2 1 (3.45%) .NET Framework
2 1 (3.45%) ASP.NET
2 1 (3.45%) ASP.NET Web API
2 1 (3.45%) Entity Framework
2 1 (3.45%) HTML
2 1 (3.45%) JSP
2 1 (3.45%) RESTful
2 1 (3.45%) SOAP
2 1 (3.45%) WCF
2 1 (3.45%) WinForms
2 1 (3.45%) WPF
2 1 (3.45%) XSLT
Miscellaneous
1 14 (48.28%) Management Information System
2 1 (3.45%) Data Structures
2 1 (3.45%) N-Tier
2 1 (3.45%) Replication
Operating Systems
1 1 (3.45%) Windows
Processes & Methodologies
1 28 (96.55%) Business Intelligence
2 17 (58.62%) Analytics
3 14 (48.28%) Dashboard Development
3 14 (48.28%) Data Analytics
4 8 (27.59%) ETL
5 2 (6.90%) Agile Software Development
5 2 (6.90%) Data Modelling
5 2 (6.90%) Data Visualisation
5 2 (6.90%) Performance Tuning
5 2 (6.90%) Visualisation
6 1 (3.45%) Actionable Insight
6 1 (3.45%) Continuous Integration
6 1 (3.45%) Data Strategy
6 1 (3.45%) Kimball Methodology
6 1 (3.45%) Open Source
6 1 (3.45%) Release Management
6 1 (3.45%) Software Engineering
6 1 (3.45%) Unit Testing
6 1 (3.45%) Waterfall
6 1 (3.45%) Web Development
Programming Languages
1 29 (100.00%) SQL
2 27 (93.10%) T-SQL
3 15 (51.72%) VBA
4 3 (10.34%) Data Analysis Expressions (DAX)
5 2 (6.90%) Java
6 1 (3.45%) C#
6 1 (3.45%) JavaScript
6 1 (3.45%) VB.NET
6 1 (3.45%) XPath
6 1 (3.45%) XQuery
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
Vendors
1 24 (82.76%) Microsoft
2 15 (51.72%) Tableau
3 3 (10.34%) Oracle
4 1 (3.45%) Cognos
4 1 (3.45%) RedGate