Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
UK > Scotland
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 232 206 230
Rank change year-on-year -26 +24 -
Permanent jobs citing MDX 2 9 15
As % of all permanent IT jobs advertised in Scotland 0.035% 0.17% 0.23%
As % of the Libraries, Frameworks & Software Standards category 0.091% 0.46% 0.66%
Number of salaries quoted 2 8 3
Scotland median annual salary £48,750 £48,750 £42,500
Median salary % change year-on-year - +14.71% -
10th Percentile £39,375 £27,500 £41,250
90th Percentile £57,125 £67,500 £48,750
UK median annual salary £52,500 £52,500 £52,500

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 Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2190 1953 2282
As % of all permanent IT jobs advertised in Scotland 38.66% 37.75% 35.67%
Number of salaries quoted 1412 1236 1439
Scotland median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £28,500 £27,750 £27,500
90th Percentile £62,500 £59,750 £56,750
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +2.27%

MDX
Job Vacancy Trend in Scotland

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

Job vacancy trend for MDX in Scotland

MDX
Salary Trend in Scotland

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

Salary trend for MDX in Scotland

MDX
Salary Histogram in Scotland

The salary distribution of IT jobs citing MDX in Scotland over the 6 months to 21 November 2017.

Salary histogram for MDX in Scotland

MDX
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the Scotland region over the 6 months to 21 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
Glasgow -15 1 £40,000 +19.40%
Edinburgh -20 1 £57,500 -11.54%
MDX
UK

For the 6 months to 21 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 Scotland region with a requirement for MDX.

1 2 (100.00%) SQL
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Business Intelligence
1 2 (100.00%) SQL Server Analysis Services
1 2 (100.00%) SQL Server Reporting Services
1 2 (100.00%) SQL Server Integration Services
2 1 (50.00%) Marketing
2 1 (50.00%) C#
2 1 (50.00%) Dimensional Modelling
2 1 (50.00%) Data Migration
2 1 (50.00%) PowerShell
2 1 (50.00%) Data Quality
2 1 (50.00%) SQL Server 2012
2 1 (50.00%) Analytics
2 1 (50.00%) Data Analysis Expressions (DAX)
2 1 (50.00%) Technical Analysis
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Performance Optimisation
2 1 (50.00%) Finance
2 1 (50.00%) Migration
2 1 (50.00%) Microsoft
2 1 (50.00%) T-SQL
2 1 (50.00%) SQL Server

MDX
Co-occurring IT Skills in Scotland 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:

Database & Business Intelligence
1 2 (100.00%) Data Warehouse
1 2 (100.00%) SQL Server Analysis Services
1 2 (100.00%) SQL Server Integration Services
1 2 (100.00%) SQL Server Reporting Services
2 1 (50.00%) SQL Server
2 1 (50.00%) SQL Server 2012
General
1 1 (50.00%) Finance
1 1 (50.00%) Marketing
Job Titles
1 2 (100.00%) Business Intelligence Developer
1 2 (100.00%) Developer
2 1 (50.00%) Business Developer
Miscellaneous
1 1 (50.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) Business Intelligence
2 1 (50.00%) Analytics
2 1 (50.00%) Data Migration
2 1 (50.00%) Dimensional Modelling
2 1 (50.00%) Migration
2 1 (50.00%) Performance Optimisation
2 1 (50.00%) Technical Analysis
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) C#
2 1 (50.00%) Data Analysis Expressions (DAX)
2 1 (50.00%) PowerShell
2 1 (50.00%) T-SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Microsoft