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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Multidimensional Expressions (MDX)
UK / England
Rank 609 497 675
Rank change year-on-year
-112 +178
Permanent jobs citing MDX 215 441 260
As % of all permanent IT jobs located in England 0.27% 0.47% 0.27%
As % of the Libraries, Frameworks & Software Standards category 0.69% 1.23% 0.72%
Number of salaries quoted 195 378 237
Median salary £52,500 £55,000 £50,000
Median salary % change year-on-year
-4.54% +10.00%
90% offered a salary of more than £33,000 £40,000 £35,000
10% offered a salary of more than £70,000 £70,000 £72,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
31157 35921 35953
As % of all permanent IT jobs located in England 39.54% 38.41% 37.31%
Number of salaries quoted 27126 31248 31134
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 18 January 2017.

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 18 January 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
London -31 138 £52,500 -8.69% 14
South East -12 25 £50,000 -9.09% 6
North West -32 16 £33,000 -17.50% 2
East Midlands +15 10 £43,750 +9.37% 1
East of England +26 9 £50,000 -16.66%
West Midlands -11 8 £35,000 -4.10% 2
Yorkshire +6 5 £42,500 -5.55% 1
South West +8 2 £67,500 +53.40% 1
MDX
UK

MDX
Top 30 Related IT Skills in England

For the 6 months to 18 January 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 England region with a requirement for MDX.

1 375 (87.21%) SQL
2 366 (85.12%) Business Intelligence
3 352 (81.86%) SQL Server Integration Services
4 335 (77.91%) SQL Server
5 312 (72.56%) SQL Server Analysis Services
6 302 (70.23%) SQL Server Reporting Services
7 278 (64.65%) Data Warehouse
8 268 (62.33%) T-SQL
9 240 (55.81%) Microsoft
10 165 (38.37%) ETL
11 151 (35.12%) Power BI
12 127 (29.53%) MS Excel
13 121 (28.14%) Kimball Methodology
14 120 (27.91%) Analytics
15 114 (26.51%) Agile Software Development
16 113 (26.28%) Data Analysis Expressions (DAX)
17 107 (24.88%) OLAP
18 105 (24.42%) Tableau
19 101 (23.49%) Finance
20 95 (22.09%) .NET
21 87 (20.23%) SQL Server 2012
22 85 (19.77%) Legal
23 80 (18.60%) Relational Database
23 80 (18.60%) SQL Server 2014
24 74 (17.21%) SQL Server 2008
25 72 (16.74%) Microsoft Analysis Services
26 71 (16.51%) Microsoft Azure
27 70 (16.28%) Degree
28 68 (15.81%) Data Modelling
29 61 (14.19%) Visualisation

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 31 (7.21%) SharePoint
2 12 (2.79%) SAS
2 12 (2.79%) WebSphere
3 6 (1.40%) SharePoint 2013
4 5 (1.16%) Tomcat
5 4 (0.93%) Oracle SOA Suite
6 3 (0.70%) SharePoint Server
7 2 (0.47%) Apache Spark
7 2 (0.47%) Elasticsearch
8 1 (0.23%) Oracle Coherence
Applications
1 127 (29.53%) MS Excel
2 17 (3.95%) MS Office
3 14 (3.26%) MS Visio
4 2 (0.47%) MS PowerPoint
5 1 (0.23%) MS Project
Business Applications
1 31 (7.21%) Cognos Business Intelligence
2 11 (2.56%) SAP BPC
3 9 (2.09%) Cognos Planning
4 5 (1.16%) Dynamics CRM
5 3 (0.70%) Cognos TM1
5 3 (0.70%) Dynamics AX
6 2 (0.47%) Infor M3
6 2 (0.47%) SAP CO
6 2 (0.47%) SAP FI
6 2 (0.47%) SAP FI/CO
7 1 (0.23%) Dynamics NAV
7 1 (0.23%) Oracle Financials
Cloud Services
1 71 (16.51%) Microsoft Azure
2 15 (3.49%) SaaS
3 14 (3.26%) Data Lake Analytics
4 7 (1.63%) PaaS
5 6 (1.40%) Amazon AWS
6 2 (0.47%) Amazon EC2
6 2 (0.47%) Amazon Kinesis
6 2 (0.47%) Amazon S3
7 1 (0.23%) Google Analytics
7 1 (0.23%) Google Play
Communications & Networking
1 11 (2.56%) DNS
1 11 (2.56%) Firewall
2 1 (0.23%) Internet
Database & Business Intelligence
1 352 (81.86%) SQL Server Integration Services
2 335 (77.91%) SQL Server
3 312 (72.56%) SQL Server Analysis Services
4 302 (70.23%) SQL Server Reporting Services
5 278 (64.65%) Data Warehouse
6 151 (35.12%) Power BI
7 107 (24.88%) OLAP
8 87 (20.23%) SQL Server 2012
9 80 (18.60%) Relational Database
9 80 (18.60%) SQL Server 2014
10 74 (17.21%) SQL Server 2008
11 72 (16.74%) Microsoft Analysis Services
12 61 (14.19%) QlikView
13 51 (11.86%) Data Mining
14 48 (11.16%) Big Data
15 39 (9.07%) PowerPivot
15 39 (9.07%) SQL Server 2016
16 38 (8.84%) Azure SQL Database
17 34 (7.91%) Cognos Analysis Studio
17 34 (7.91%) Cognos Report Studio
Development Applications
1 29 (6.74%) Visual Studio
2 23 (5.35%) Team Foundation Server
3 17 (3.95%) SQL Server Management Studio (SSMS)
4 16 (3.72%) Subversion
5 9 (2.09%) Maven
6 6 (1.40%) Log4j
6 6 (1.40%) MSTest
6 6 (1.40%) SpecFlow
7 5 (1.16%) Eclipse
7 5 (1.16%) JIRA
8 1 (0.23%) Git (software)
8 1 (0.23%) Gradle
8 1 (0.23%) TeamCity
8 1 (0.23%) Visual Studio Team System
8 1 (0.23%) VSS/SourceSafe
8 1 (0.23%) WiX
General
1 101 (23.49%) Finance
2 85 (19.77%) Legal
3 38 (8.84%) Advertising
4 29 (6.74%) Banking
5 24 (5.58%) Retail
6 11 (2.56%) Billing
7 8 (1.86%) Front Office
8 7 (1.63%) Marketing
8 7 (1.63%) Publishing
9 6 (1.40%) Investment Banking
10 5 (1.16%) Law
10 5 (1.16%) Manufacturing
11 1 (0.23%) Games
11 1 (0.23%) Local Government
11 1 (0.23%) Pharmaceutical
Job Titles
1 244 (56.74%) Developer
2 179 (41.63%) Business Intelligence Developer
3 84 (19.53%) SQL Developer
4 80 (18.60%) SSIS Developer
5 67 (15.58%) SSAS Developer
6 58 (13.49%) SSRS Developer
7 55 (12.79%) Consultant
8 50 (11.63%) SQL BI Developer
9 49 (11.40%) Analyst
10 36 (8.37%) Business Intelligence Consultant
11 34 (7.91%) Business Developer
12 32 (7.44%) Architect
13 29 (6.74%) Senior Developer
13 29 (6.74%) SQL Analyst
14 28 (6.51%) Microsoft BI Consultant
15 27 (6.28%) Data Warehouse Developer
16 25 (5.81%) Business Intelligence Lead
17 24 (5.58%) Senior Business Intelligence Developer
18 23 (5.35%) Microsoft Consultant
19 22 (5.12%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 95 (22.09%) .NET
2 40 (9.30%) Web Services
3 19 (4.42%) XML
4 18 (4.19%) REST
4 18 (4.19%) SOAP
5 13 (3.02%) HTML
6 11 (2.56%) CSS
6 11 (2.56%) JSON
7 10 (2.33%) HTML5
8 9 (2.09%) AngularJS
8 9 (2.09%) jQuery
9 8 (1.86%) J2EE
10 7 (1.63%) XSLT
11 6 (1.40%) Apache Axis
11 6 (1.40%) Gson
11 6 (1.40%) JDBC
11 6 (1.40%) JMS
11 6 (1.40%) MyBatis
11 6 (1.40%) RESTful
12 5 (1.16%) ODBC
Miscellaneous
1 61 (14.19%) Visualisation
2 56 (13.02%) Analytical Skills
3 41 (9.53%) Computer Science
4 28 (6.51%) Management Information System
5 14 (3.26%) Data Integration
5 14 (3.26%) Mathematics
6 10 (2.33%) User Experience
7 9 (2.09%) Statistics
8 6 (1.40%) Client/Server
8 6 (1.40%) Credit Risk
9 5 (1.16%) OTC Derivatives
10 4 (0.93%) Data Structures
10 4 (0.93%) Physics
10 4 (0.93%) Smart Meter
11 3 (0.70%) Data Extraction
11 3 (0.70%) Economics
11 3 (0.70%) NHS
12 2 (0.47%) Inversion of Control
12 2 (0.47%) Neural Network
12 2 (0.47%) Reference Data
Operating Systems
1 11 (2.56%) Windows
2 9 (2.09%) Linux
3 7 (1.63%) Unix
4 6 (1.40%) Red Hat Enterprise Linux
5 1 (0.23%) Android
5 1 (0.23%) Apple iOS
Processes & Methodologies
1 366 (85.12%) Business Intelligence
2 165 (38.37%) ETL
3 121 (28.14%) Kimball Methodology
4 120 (27.91%) Analytics
5 114 (26.51%) Agile Software Development
6 68 (15.81%) Data Modelling
7 45 (10.47%) Dimensional Modelling
8 41 (9.53%) Scrum
9 40 (9.30%) Performance Tuning
10 39 (9.07%) Data Analysis
11 36 (8.37%) Mentoring
12 34 (7.91%) Presales
13 29 (6.74%) Data Analytics
14 25 (5.81%) ETL Development
15 22 (5.12%) Data Visualisation
16 21 (4.88%) Migration
16 21 (4.88%) Translating Business Requirements
17 20 (4.65%) Continuous Integration
18 19 (4.42%) Waterfall
19 18 (4.19%) CRM
Programming Languages
1 375 (87.21%) SQL
2 268 (62.33%) T-SQL
3 113 (26.28%) Data Analysis Expressions (DAX)
4 57 (13.26%) C#
5 42 (9.77%) VBA
6 34 (7.91%) Java
7 19 (4.42%) JavaScript
8 13 (3.02%) Data Mining Extensions (DMX)
9 12 (2.79%) PowerShell
10 9 (2.09%) PL/SQL
10 9 (2.09%) R
11 6 (1.40%) ANSI SQL
11 6 (1.40%) Perl
11 6 (1.40%) Python
11 6 (1.40%) VB.NET
12 4 (0.93%) C
12 4 (0.93%) C++
12 4 (0.93%) VBScript
12 4 (0.93%) XMLA
13 2 (0.47%) ABAP
Qualifications
1 70 (16.28%) Degree
2 33 (7.67%) Microsoft Certification
3 7 (1.63%) MCITP
4 1 (0.23%) MCSE
4 1 (0.23%) MCTS
4 1 (0.23%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 20 (4.65%) QA
2 8 (1.86%) Data Quality
3 7 (1.63%) ISO/IEC 27001
4 3 (0.70%) SLA
5 2 (0.47%) PCI DSS
6 1 (0.23%) Solvency II
Systems Management
1 6 (1.40%) Control-M
Vendors
1 240 (55.81%) Microsoft
2 105 (24.42%) Tableau
3 55 (12.79%) Cognos
4 53 (12.33%) Oracle
5 29 (6.74%) IBM
6 26 (6.05%) SAP
7 12 (2.79%) Nintex
8 7 (1.63%) Alteryx
8 7 (1.63%) MicroStrategy
9 6 (1.40%) Informatica
9 6 (1.40%) Red Hat
9 6 (1.40%) Sybase
10 5 (1.16%) Google
11 4 (0.93%) Birst
12 3 (0.70%) Logi Analytics
12 3 (0.70%) RedGate
13 2 (0.47%) Hortonworks
14 1 (0.23%) Facebook
14 1 (0.23%) Sencha
14 1 (0.23%) TARGIT
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Salary: £22000 - £28000 per annum + company benefits
Posted: 22 hours ago
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Salary: Negotiable
Posted: 18 hours ago
Surrey
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Salary: £50000 - £60000 per annum + company benefits
Posted: Yesterday
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Salary: £25000 - £30000 per annum + company bonus and benefits
Posted: Yesterday
London
Venturi
Salary: £50000.00 - £55000.00 per annum + 20% Bonus & Benefits
Posted: Yesterday
London
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Salary: £50000 - £55000 per annum + Bonus + Benefits + Home Working
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Posted: Yesterday
Bristol, Avon
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Salary: £40000 - £45000 per annum + Benefits
Posted: 4 days ago
Petersfield, Hampshire
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Salary: 45,000 - 50,000
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City, London
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Salary: £45000 - £55000 per annum + bonus and benefits
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Telford, Shropshire
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Salary: £25000 - £30000 per annum
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Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
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London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
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London
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Salary: £60000 - £80000 per annum + Bonus + Benefits
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Salary: £40000 - £50000 per annum + company benefits
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Salary: £70000 - £100000 per annum + Bonus + Benefits
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