The table below looks at the statistics for MDX skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited MDX over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Multidimensional Expressions (MDX)
Rank 669 584 544
Rank change year-on-year
-85 -40
Permanent jobs citing MDX 225 392 455
As % of all permanent IT jobs located in England 0.25% 0.38% 0.42%
As % of the Libraries, Frameworks & Software Standards category 0.63% 1.00% 1.06%
Number of salaries quoted 202 321 391
Median salary £52,500 £52,500 £55,000
Median salary % change year-on-year
- -4.54%
90% offered a salary of more than £41,050 £38,500 £40,000
10% offered a salary of more than £65,000 £70,000 £70,000
UK excluding London median salary £47,500 £47,750 £45,000
% change year-on-year
-0.52% +6.11%
MDX
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
35895 39207 42857
As % of all permanent IT jobs located in England 39.09% 38.03% 39.43%
Number of salaries quoted 31562 33759 36795
Median salary £46,500 £45,000 £44,000
Median salary % change year-on-year
+3.33% +2.27%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £40,000 £40,000 £40,000

MDX
Jobs Demand Trend in England

The demand trend of job ads across the England region citing MDX as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

MDX Jobs Demand Trend in England

MDX
Salary Trend in England

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

MDX Salary Trend in England

MDX
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing MDX across the England region over the 3 months to 23 July 2016.

MDX Salary Histogram in England

MDX
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MDX within the England region over the 3 months to 23 July 2016. 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
(Click see detailed
statistics and trends)
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
London -10 119 £57,500 - 14
South East -58 44 £57,500 +15.00% 1
East of England +17 15 £52,500 +5.00%
Yorkshire +12 13 £42,500 - 1
North West +21 11 £40,000 - 3
West Midlands -4 9 £45,000 -5.26%
East Midlands -1 8 £50,000 +42.85% 1
South West +14 3 £50,000 +42.85% 2
North East - 2 £41,250 -
MDX
UK

MDX
Top 30 Related IT Skills in England

For the 6 months to 23 July 2016, 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 England region with a requirement for MDX.

1 498 (86.01%) Business Intelligence
2 494 (85.32%) SQL
3 468 (80.83%) SQL Server Analysis Services
4 448 (77.37%) SQL Server Reporting Services
5 429 (74.09%) SQL Server Integration Services
6 402 (69.43%) SQL Server
7 376 (64.94%) Data Warehouse
8 368 (63.56%) Microsoft
9 305 (52.68%) T-SQL
10 266 (45.94%) ETL
11 232 (40.07%) MS Excel
12 230 (39.72%) Finance
13 163 (28.15%) Agile Software Development
14 161 (27.81%) Data Modelling
15 158 (27.29%) SQL Server 2008
16 153 (26.42%) SQL Server 2012
17 145 (25.04%) Kimball Methodology
18 123 (21.24%) Tableau
19 114 (19.69%) OLAP
20 107 (18.48%) Power BI
21 106 (18.31%) SQL Server 2014
22 100 (17.27%) Analytical Skills
23 99 (17.10%) Microsoft Analysis Services
24 97 (16.75%) Data Analysis Expressions (DAX)
25 94 (16.23%) Analytics
26 92 (15.89%) PowerPivot
27 85 (14.68%) Data Analysis
28 80 (13.82%) .NET
29 79 (13.64%) Relational Database
30 76 (13.13%) Performance Tuning

MDX
Top Related IT Skills in England 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 59 (10.19%) SharePoint
2 10 (1.73%) SAS
3 4 (0.69%) Tomcat
4 3 (0.52%) WebSphere
5 2 (0.35%) SharePoint 2010
6 1 (0.17%) NetWeaver
6 1 (0.17%) Oracle Workflow
6 1 (0.17%) SharePoint 2013
Applications
1 232 (40.07%) MS Excel
2 23 (3.97%) MS Office
3 3 (0.52%) MS Visio
4 2 (0.35%) Photoshop
5 1 (0.17%) MS PowerPoint
Business Applications
1 9 (1.55%) SAP BPC
2 8 (1.38%) SAP CO
2 8 (1.38%) SAP FI
2 8 (1.38%) SAP FI/CO
3 5 (0.86%) Oracle Financials
4 2 (0.35%) Cognos Business Intelligence
4 2 (0.35%) Cognos TM1
4 2 (0.35%) Dynamics NAV
5 1 (0.17%) Dynamics AX
5 1 (0.17%) Dynamics CRM
5 1 (0.17%) SAP Business One
Cloud Services
1 28 (4.84%) Microsoft Azure
2 7 (1.21%) Amazon AWS
3 6 (1.04%) Cloud Computing
4 5 (0.86%) SaaS
5 3 (0.52%) Google Analytics
6 2 (0.35%) PaaS
7 1 (0.17%) Amazon EC2
7 1 (0.17%) Amazon S3
7 1 (0.17%) Azure Machine Learning
7 1 (0.17%) Office 365
Communications & Networking
1 1 (0.17%) TCP/IP
Database & Business Intelligence
1 468 (80.83%) SQL Server Analysis Services
2 448 (77.37%) SQL Server Reporting Services
3 429 (74.09%) SQL Server Integration Services
4 402 (69.43%) SQL Server
5 376 (64.94%) Data Warehouse
6 158 (27.29%) SQL Server 2008
7 153 (26.42%) SQL Server 2012
8 114 (19.69%) OLAP
9 107 (18.48%) Power BI
10 106 (18.31%) SQL Server 2014
11 99 (17.10%) Microsoft Analysis Services
12 92 (15.89%) PowerPivot
13 79 (13.64%) Relational Database
14 56 (9.67%) QlikView
15 53 (9.15%) OLAP Cube
16 49 (8.46%) Big Data
17 45 (7.77%) BusinessObjects
18 42 (7.25%) SQL Server 2005
19 39 (6.74%) PerformancePoint
20 36 (6.22%) Hadoop
Development Applications
1 51 (8.81%) Team Foundation Server
2 24 (4.15%) Visual Studio
3 14 (2.42%) SQL Server Management Studio (SSMS)
4 11 (1.90%) JIRA
5 5 (0.86%) Git (software)
5 5 (0.86%) Subversion
6 4 (0.69%) Eclipse
6 4 (0.69%) Log4j
6 4 (0.69%) Maven
6 4 (0.69%) WiX
General
1 230 (39.72%) Finance
2 70 (12.09%) Legal
3 57 (9.84%) Banking
4 39 (6.74%) Marketing
5 32 (5.53%) Investment Banking
6 25 (4.32%) Retail
7 24 (4.15%) Billing
8 21 (3.63%) Advertising
9 18 (3.11%) Law
10 15 (2.59%) Front Office
11 7 (1.21%) Publishing
11 7 (1.21%) Telecoms
12 4 (0.69%) Financial Institution
13 3 (0.52%) Manufacturing
14 2 (0.35%) Games
14 2 (0.35%) Multimedia
15 1 (0.17%) Back Office
15 1 (0.17%) Pharmaceutical
Job Titles
1 371 (64.08%) Developer
2 299 (51.64%) Business Intelligence Developer
3 167 (28.84%) SQL Developer
4 146 (25.22%) SSAS Developer
5 144 (24.87%) SSIS Developer
6 131 (22.63%) SSRS Developer
7 128 (22.11%) SQL BI Developer
8 117 (20.21%) Analyst
9 64 (11.05%) Business Intelligence Analyst
10 63 (10.88%) Data Warehouse Developer
11 62 (10.71%) Senior Developer
12 60 (10.36%) Microsoft BI Developer
13 52 (8.98%) SQL Server Developer
14 49 (8.46%) SQL Analyst
15 48 (8.29%) Senior Business Intelligence Developer
16 44 (7.60%) Business Developer
17 41 (7.08%) Business Intelligence Lead
17 41 (7.08%) SQL Server BI Developer
18 39 (6.74%) SSRS Analyst
19 38 (6.56%) Architect
Libraries, Frameworks & Software Standards
1 80 (13.82%) .NET
2 34 (5.87%) Web Services
3 27 (4.66%) XML
4 10 (1.73%) SOAP
5 9 (1.55%) REST
6 8 (1.38%) HTML
7 6 (1.04%) ASP.NET
7 6 (1.04%) CSS
8 5 (0.86%) HTML5
9 4 (0.69%) .NET Framework
9 4 (0.69%) Apache Axis
9 4 (0.69%) Gson
9 4 (0.69%) JDBC
9 4 (0.69%) JMS
9 4 (0.69%) JSON
9 4 (0.69%) MyBatis
9 4 (0.69%) ODBC
9 4 (0.69%) WCF
9 4 (0.69%) XSLT
10 2 (0.35%) Flash
Miscellaneous
1 100 (17.27%) Analytical Skills
2 49 (8.46%) Management Information System
3 46 (7.94%) Visualisation
4 39 (6.74%) Computer Science
5 33 (5.70%) Data Integration
6 26 (4.49%) Statistics
7 22 (3.80%) Data Structures
8 20 (3.45%) Credit Risk
9 19 (3.28%) Mathematics
10 11 (1.90%) Clustering
10 11 (1.90%) User Experience
11 9 (1.55%) Neural Network
11 9 (1.55%) NHS
12 5 (0.86%) Grid Computing
13 4 (0.69%) Enterprise Software
13 4 (0.69%) Equities
13 4 (0.69%) Fixed Income
13 4 (0.69%) Foreign Exchange (FX)
13 4 (0.69%) OTC Derivatives
14 3 (0.52%) Reinsurance
Operating Systems
1 14 (2.42%) Windows
2 9 (1.55%) Linux
2 9 (1.55%) Red Hat Enterprise Linux
3 6 (1.04%) Windows Server
4 4 (0.69%) Unix
5 1 (0.17%) Windows Server 2008
Processes & Methodologies
1 498 (86.01%) Business Intelligence
2 266 (45.94%) ETL
3 163 (28.15%) Agile Software Development
4 161 (27.81%) Data Modelling
5 145 (25.04%) Kimball Methodology
6 94 (16.23%) Analytics
7 85 (14.68%) Data Analysis
8 76 (13.13%) Performance Tuning
9 67 (11.57%) Dimensional Modelling
10 47 (8.12%) Data Management
11 44 (7.60%) SDLC
12 33 (5.70%) Time Management
13 32 (5.53%) Data Architecture
14 30 (5.18%) ETL Development
14 30 (5.18%) Waterfall
15 29 (5.01%) Data Visualisation
15 29 (5.01%) User Acceptance Testing
16 27 (4.66%) CRM
16 27 (4.66%) Stakeholder Management
17 26 (4.49%) Scrum
Programming Languages
1 494 (85.32%) SQL
2 305 (52.68%) T-SQL
3 97 (16.75%) Data Analysis Expressions (DAX)
4 49 (8.46%) C#
5 41 (7.08%) VBA
6 29 (5.01%) Java
7 24 (4.15%) PowerShell
8 18 (3.11%) C
9 16 (2.76%) R
10 15 (2.59%) ABAP
11 12 (2.07%) Python
12 9 (1.55%) PL/SQL
13 6 (1.04%) JavaScript
14 4 (0.69%) ANSI SQL
14 4 (0.69%) Perl
15 3 (0.52%) Data Mining Extensions (DMX)
15 3 (0.52%) VB.NET
16 2 (0.35%) ActionScript
16 2 (0.35%) ActionScript 3.0
16 2 (0.35%) VBScript
Qualifications
1 70 (12.09%) Degree
2 27 (4.66%) Microsoft Certification
3 15 (2.59%) MCSE
4 7 (1.21%) MCITP
5 6 (1.04%) MCP
6 5 (0.86%) MCSA
7 4 (0.69%) MCTS
8 2 (0.35%) Microsoft Certified Master
8 2 (0.35%) PMI Certification
9 1 (0.17%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 62 (10.71%) Data Quality
2 30 (5.18%) QA
3 15 (2.59%) PCI DSS
3 15 (2.59%) Solvency II
4 2 (0.35%) ISO/IEC 27001
5 1 (0.17%) GAAP
System Software
1 3 (0.52%) Active Directory
Systems Management
1 8 (1.38%) Control-M
2 2 (0.35%) Microsoft Clustering
3 1 (0.17%) Jitterbit
3 1 (0.17%) SCCM
3 1 (0.17%) Symantec Enterprise Vault
Vendors
1 368 (63.56%) Microsoft
2 123 (21.24%) Tableau
3 47 (8.12%) Oracle
4 40 (6.91%) SAP
5 25 (4.32%) Cognos
6 19 (3.28%) IBM
7 9 (1.55%) Red Hat
8 6 (1.04%) Teradata
9 5 (0.86%) Alteryx
9 5 (0.86%) RedGate
9 5 (0.86%) Salesforce.com
10 4 (0.69%) Ab Initio
10 4 (0.69%) Informatica
10 4 (0.69%) MicroStrategy
10 4 (0.69%) Sun
10 4 (0.69%) Sybase
11 3 (0.52%) Google
12 2 (0.35%) Netezza
12 2 (0.35%) Nintex
13 1 (0.17%) Cognizant
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