The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for MOLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MOLAP over the 3 months to 28 April 2017 with a comparison to the same period in the previous 2 years.

Multidimensional OLAP (MOLAP)
UK / England
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 833 926 950
Rank change year-on-year +93 +24  
Permanent jobs citing MOLAP 14 3 5
As % of all permanent IT jobs advertised in England 0.017% 0.003% 0.005%
As % of the Database & Business Intelligence category 0.055% 0.010% 0.015%
Number of salaries quoted 14 3 5
Median salary £47,500 £50,000 £52,500
Median salary % change year-on-year -5.00% -4.76%  
90% offered a salary of more than £40,750 £44,000 £38,400
10% offered a salary of more than £50,000 £54,000 £60,000
UK excluding London median salary £42,500 £42,500 £43,250
% change year-on-year - -1.73%  

MOLAP is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25286 29800 33201
As % of all permanent IT job vacancies advertised in England 30.80% 30.64% 31.92%
Number of salaries quoted 21701 25750 28342
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

MOLAP
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing MOLAP as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for MOLAP in England

MOLAP
Salary Trend in England

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

Salary trend for MOLAP in England

MOLAP
Salary Histogram in England

The salary distribution of IT jobs citing MOLAP in England over the 3 months to 28 April 2017.

Salary histogram for MOLAP in England

MOLAP
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MOLAP within the England region over the 3 months to 28 April 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 +74 13 £50,000 -4.76%
Yorkshire - 1 £42,500 -
MOLAP
UK

For the 6 months to 28 April 2017, IT jobs citing MOLAP 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 MOLAP.

1 21 (100.00%) Business Intelligence
2 18 (85.71%) SQL Server Analysis Services
3 17 (80.95%) Finance
4 15 (71.43%) OLAP
5 13 (61.90%) Cognos
5 13 (61.90%) Essbase
5 13 (61.90%) Cognos TM1
6 12 (57.14%) SQL
6 12 (57.14%) MicroStrategy
7 11 (52.38%) Infor
8 10 (47.62%) Jedox
8 10 (47.62%) Infor SunSystems
8 10 (47.62%) ETL
8 10 (47.62%) SQL Server
8 10 (47.62%) System Testing
9 9 (42.86%) Data Warehouse
10 8 (38.10%) T-SQL
10 8 (38.10%) SQL Server Integration Services
10 8 (38.10%) SQL Server Reporting Services
11 7 (33.33%) Agile Software Development
11 7 (33.33%) Scrum
11 7 (33.33%) OLAP Cube
12 6 (28.57%) SDLC
12 6 (28.57%) Waterfall
12 6 (28.57%) RUP
12 6 (28.57%) DSDM
12 6 (28.57%) Microsoft Excel
12 6 (28.57%) Sun
13 5 (23.81%) Microsoft
13 5 (23.81%) C#

MOLAP
Co-occurring 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 1 (4.76%) SharePoint
Applications
1 6 (28.57%) Microsoft Excel
2 2 (9.52%) Microsoft Office
Business Applications
1 13 (61.90%) Cognos TM1
2 10 (47.62%) Infor SunSystems
3 2 (9.52%) Hyperion Planning
4 1 (4.76%) SAP BPC
Database & Business Intelligence
1 18 (85.71%) SQL Server Analysis Services
2 15 (71.43%) OLAP
3 13 (61.90%) Essbase
4 10 (47.62%) SQL Server
5 9 (42.86%) Data Warehouse
6 8 (38.10%) SQL Server Integration Services
6 8 (38.10%) SQL Server Reporting Services
7 7 (33.33%) OLAP Cube
8 3 (14.29%) Oracle OLAP
9 2 (9.52%) BusinessObjects
9 2 (9.52%) DB2
9 2 (9.52%) QlikView
9 2 (9.52%) Relational Database
10 1 (4.76%) Biml
10 1 (4.76%) Hadoop
10 1 (4.76%) OLTP
10 1 (4.76%) Oracle BI EE
10 1 (4.76%) ROLAP
10 1 (4.76%) SQL Server 2008
10 1 (4.76%) SQL Server 2016
General
1 17 (80.95%) Finance
2 4 (19.05%) Banking
Job Titles
1 10 (47.62%) Analyst
1 10 (47.62%) Business Intelligence Analyst
2 8 (38.10%) Developer
2 8 (38.10%) SQL Developer
3 7 (33.33%) Business Intelligence Developer
3 7 (33.33%) SQL BI Developer
3 7 (33.33%) T-SQL Developer
4 5 (23.81%) SSIS Developer
5 4 (19.05%) Business Intelligence Lead
5 4 (19.05%) ETL Developer
5 4 (19.05%) Lead Developer
6 3 (14.29%) Business Developer
7 2 (9.52%) Business Intelligence Consultant
7 2 (9.52%) Consultant
7 2 (9.52%) Data Warehouse Developer
7 2 (9.52%) Financial Analyst
7 2 (9.52%) Junior
7 2 (9.52%) Junior Consultant
7 2 (9.52%) SQL Server Developer
7 2 (9.52%) TM1 Analyst
Libraries, Frameworks & Software Standards
1 5 (23.81%) .NET
2 3 (14.29%) Entity Framework
3 2 (9.52%) MDX
4 1 (4.76%) .NET Framework
Miscellaneous
1 2 (9.52%) Analytical Skills
Processes & Methodologies
1 21 (100.00%) Business Intelligence
2 10 (47.62%) ETL
2 10 (47.62%) System Testing
3 7 (33.33%) Agile Software Development
3 7 (33.33%) Scrum
4 6 (28.57%) DSDM
4 6 (28.57%) RUP
4 6 (28.57%) SDLC
4 6 (28.57%) Waterfall
5 5 (23.81%) Migration
6 4 (19.05%) Data Migration
6 4 (19.05%) ITIL
6 4 (19.05%) Performance Tuning
7 3 (14.29%) Budgeting and Forecasting
7 3 (14.29%) Inversion of Control
7 3 (14.29%) Unit Testing
8 2 (9.52%) Mentoring
8 2 (9.52%) Performance Management
8 2 (9.52%) Presales
8 2 (9.52%) Strategic Planning
Programming Languages
1 12 (57.14%) SQL
2 8 (38.10%) T-SQL
3 5 (23.81%) C#
4 4 (19.05%) VBA
5 1 (4.76%) Data Analysis Expressions (DAX)
5 1 (4.76%) VB.NET
Qualifications
1 1 (4.76%) MCSE
1 1 (4.76%) Microsoft Certification
Quality Assurance & Compliance
1 4 (19.05%) ISO/IEC 20000
2 1 (4.76%) Data Quality
Vendors
1 13 (61.90%) Cognos
2 12 (57.14%) MicroStrategy
3 11 (52.38%) Infor
4 10 (47.62%) Jedox
5 6 (28.57%) Sun
6 5 (23.81%) Microsoft
7 4 (19.05%) Citrix
8 3 (14.29%) Hyperion
8 3 (14.29%) Oracle
8 3 (14.29%) SAP
9 1 (4.76%) IBM